WO2024207698A1 - Tumor detection method and reagent - Google Patents
Tumor detection method and reagent Download PDFInfo
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- the present invention relates to the field of medical diagnosis, and in particular to the diagnosis, prognosis and efficacy evaluation of tumors, and also to a kit and reagents used for the diagnosis, prognosis and efficacy evaluation.
- the treatment effect of patients is directly related to the clinical stage.
- the 5-year survival rate of early-stage patients can reach 90%, while that of late-stage patients may be as low as 10%. Therefore, early detection and diagnosis of tumors through various screening methods can significantly improve the efficacy and prognosis of patients.
- colorectal cancer as an example. It originates from the colorectal mucosal epithelium and is one of the most common digestive system malignancies. Its incidence ranks third among malignant tumors worldwide, and its mortality ranks second. [1] In China, the incidence and mortality of colorectal cancer have both shown an upward trend in the past 10 years. [2] Colorectal cancer mainly develops from intestinal polyps over 10-15 years. The early symptoms of the disease are relatively hidden, resulting in some patients having developed to the middle and late stages of the tumor when diagnosed, and the prognosis is poor. [3] The survival rate of colorectal cancer patients decreases significantly with the increase of clinical stage.
- Colonoscopy is currently the gold standard for the diagnosis of colorectal cancer, with a high detection rate, but it requires strict intestinal preparation and is invasive, resulting in poor compliance among examinees.
- the guaiac fecal occult blood test (gFOBT) and immunochemical fecal occult blood test (FIT) based on stool testing are simple and convenient to operate, but have defects such as low sensitivity and poor specificity [9] . Therefore, the development of new detection technologies for the early diagnosis of colorectal cancer has important application value and practical significance.
- colorectal cancer Let's take colorectal cancer as an example.
- the main treatments for colorectal cancer include surgery and postoperative adjuvant radiotherapy and chemotherapy.
- approximately 35% of colorectal cancer patients experience recurrence and metastasis after surgery, of which 80% occur within 2 years after surgery [10] .
- Recurrence and metastasis are the main reasons for the poor prognosis of colorectal cancer patients [11] .
- Timely detection of postoperative recurrence and metastasis, followed by clinical intervention, can effectively improve the prognosis of colorectal cancer patients [12,13] .
- CT examinations require tumor recurrence and metastasis to reach a certain volume before they can be detected, so the sensitivity of early recurrence monitoring is poor.
- CEA is only positive in approximately 50% of patients with postoperative recurrence and metastasis, and the detection sensitivity is low [14] .
- CT and CEA are used for postoperative monitoring of colorectal cancer. When they are discovered, the tumor recurrence and metastasis have often reached a certain level, and effective clinical intervention cannot be carried out in time. Therefore, the development of effective monitoring technology for postoperative recurrence and metastasis of colorectal cancer can provide timely clinical intervention for patients with recurrence and metastasis and improve patient prognosis.
- ctDNA tumor DNA
- peripheral blood plasma the free DNA (cfDNA) it contains may come from a variety of organs and cells.
- White blood cells including neutrophils, B cells, and T cells
- vascular endothelial cells, hepatocytes, etc. can also provide a small amount of cfDNA [33,34] .
- cfDNA from these cells can usually be considered normal DNA.
- ctDNA free tumor DNA
- tissue biopsy liquid biopsy has the advantages of being non-invasive, rapid, easy to dynamically monitor, and not easily affected by tumor heterogeneity [15] .
- fecal occult blood test liquid biopsy has higher sensitivity and specificity, and is not easily affected by diet and other factors [16] .
- ctDNA is tumor cell-derived DNA in the peripheral blood. It is released into the peripheral blood after tumor cell necrosis and apoptosis. It has an average length of about 160 bp and a short half-life.
- DNA methylation is one of the main epigenetic changes. It refers to the process in which a methyl group is covalently bound to the 5th carbon position of cytosine in the genomic CpG dinucleotide under the catalysis of DNA methyltransferase (DNMT) with S-adenosyl methionine (SAM) as a methyl donor [6] . Studies have shown that DNA methylation status begins to change abnormally in the early stages of tumors [7] .
- DNMT DNA methyltransferase
- SAM S-adenosyl methionine
- DNA methylation is mainly involved in the occurrence and development of colorectal cancer through high methylation of CpG islands, which leads to downregulation of corresponding gene expression and low methylation of the genome, causing genomic instability [8] .
- Many studies have shown that ctDNA methylation can be used for early diagnosis of cancer, recurrence monitoring, and prognosis evaluation [18,19] .
- ctDNA in body fluids such as plasma is low, even lower than 0.1%, and even lower than 0.01%.
- Most of the free DNA in plasma comes from normal cells (leukocytes, vascular endothelial cells, hepatocytes, etc.), and these noise signals greatly increase the difficulty of ctDNA monitoring.
- normal cells leukocytes, vascular endothelial cells, hepatocytes, etc.
- DNA methylation markers as an example, if the free DNA from normal cells carries DNA methylation signals, even if the DNA methylation level in these normal cells is low, it may cause false positive signals and affect clinical monitoring results.
- Epi proColon is the first blood test product approved by the US FDA for colorectal cancer screening. It detects the methylation of the SEPTIN9 gene associated with colorectal cancer.
- Epi proColon uses HeavyMethyl real-time PCR technology to detect the target gene SEPTIN9 and the internal reference gene ACTB in a single qPCR reaction [20] . This method extracts cfDNA from plasma and converts it through sulfite conversion. Methylated cytosine remains unchanged, while unmethylated cytosine is converted to unmethylated uracil.
- a non-extendable oligonucleotide sequence is designed as a blocker for the unmethylated SEPTIN9 gene sequence to achieve specific amplification of methylated SEPTIN9.
- this method uses two different fluorescent groups to label the target gene and the internal reference gene respectively, achieving specific signal recognition of the target gene SEPTIN9.
- ACTB is used as an internal reference gene to reflect the template amount in the qPCR system [21] .
- This technology has the following defects:
- ColonAiQ a multi-gene methylation detection method developed by Xunyuan Biotechnology, has the functions of early screening for colorectal cancer and postoperative recurrence monitoring.
- ColonAiQ uses multiplex qPCR technology to detect six methylation markers (SEPTIN9, BCAT1, IKZF1, BCAN, SEPT9 region 2, VAV3). After sulfite conversion, pre-amplification, qPCR and other steps, the MHLcot algorithm is used to comprehensively evaluate the samples.
- the overall sensitivity of ColonAiQ for detecting colorectal cancer stages I-IV is 86%, the sensitivity for advanced adenomas is 42%, and the detection specificity for healthy people is 92%.
- This technology has the following defects:
- the sample processing process is complicated and requires pre-amplification.
- the pre-amplification step can easily cause laboratory PCR product contamination, making it difficult to apply clinically.
- the MHLcot algorithm is required to interpret the results and integrate the test results of 6 genes.
- the algorithm is complex and inconvenient for clinical use.
- GRAIL has developed a blood-based "pan-cancer" early screening method.
- whole-genome bisulfite sequencing WGBS
- WGBS whole-genome bisulfite sequencing
- a targeted methylation sequencing panel for pan-cancer screening was identified, covering 103,456 methylation regions and a total of 1,116,720 CpG sites. This targeted methylation sequencing panel was then used to detect the subjects' cfDNA.
- the specificity was 99.8%, and the sensitivity for detecting more than 50 cancers in stages I-III was 43.9%.
- stage I The detection sensitivity increased with the increase in stage, with 18% for stage I, 43% for stage II, and 81% for stage III.
- stage II the detection rate for stage II was 70-75%
- stage III the detection rate for stage III was 76-80% [25] .
- This technology has the following defects:
- This method uses targeted methylation sequencing, which has high sequencing costs, long cycles, and difficult data analysis. It requires specialized analysis equipment and personnel, and is not easy to promote clinically.
- This method includes methylation markers for multiple cancers and has poor sensitivity for a single cancer type, such as colorectal cancer.
- the applicant team has developed a single-tube multiple methylation detection method that can achieve quantitative analysis of methylation signals for colorectal cancer screening, neoadjuvant chemoradiotherapy efficacy evaluation, postoperative prognosis, postoperative residual lesion detection, dynamic follow-up, early detection of recurrence and metastasis, etc. [26] .
- This method designs 10 detection targets in the positive and negative strand regions of the SEPTIN9 gene, performs single-tube multiple PCR amplification and multiple signal enrichment and detection based on Taqman probes (see CN112159844B). Due to the application of multiple PCR reactions, the sensitivity of detection is greatly improved.
- the art still needs DNA methylation markers with higher tumor specificity, and methods that can perform highly specific quantitative analysis of methylation markers to detect tumors.
- the art also needs methods for screening DNA methylation markers with high tumor specificity.
- the present invention provides a general method for screening markers of highly tumor-specific DNA methylation.
- the screened markers have extremely high tumor specificity and extremely low background signals in body fluids such as plasma.
- Liquid biopsy technology based on these markers can achieve a variety of clinical applications (early cancer screening, recurrence prediction, dynamic monitoring and efficacy evaluation, etc.).
- the present invention also provides methods for further verification and screening of markers.
- the present invention realizes cancer screening, prognosis evaluation, MRD detection and recurrence monitoring through the combined detection of DNA methylation markers of multiple different genes in the blood.
- mqMSP quantitative methylation-specific PCR
- the present invention provides a marker screening method with higher specificity.
- the detection specificity of related DNA methylation markers in healthy people is significantly improved, and it has better detection performance in colorectal cancer MRD detection, prognosis assessment and recurrence monitoring, which can better guide clinical postoperative management.
- the present invention provides a method for screening highly tumor-specific DNA methylation markers for liquid biopsy to detect tumor signals.
- the method includes performing DNA methylation analysis on tumor tissue samples, adjacent normal tissue samples, white blood cell samples in the blood, etc., setting a series of screening criteria for DNA methylation levels, and screening out DNA methylation markers that can be used for liquid biopsy, which have high tumor specificity.
- the combination of markers (at least 2 markers) has good sensitivity and high specificity in a variety of clinical scenarios.
- the present invention relates to the following aspects:
- the present invention relates to a method for diagnosing whether a tumor or precancerous lesion exists in a subject, whether a tiny residual tumor lesion exists, determining the postoperative prognosis of a patient with a tumor, predicting the postoperative recurrence of a tumor patient, or evaluating the therapeutic effect on a tumor patient, the method comprising detecting a group of DNA methylation markers in free DNA in a sample from the subject to determine the methylation level of the DNA, and if the methylation level is higher than the DNA methylation level of a normal control sample, it is determined that a tumor or precancerous lesion exists in the subject, a tiny residual tumor lesion exists, the postoperative prognosis of a tumor patient is poor, the tumor patient is prone to recurrence after surgery, or the therapeutic effect on the subject is poor, wherein the free DNA in the subject's sample is derived from two major types of cells, namely, tumor or precancerous lesion cells, and non-
- the methylation marker is characterized in that the methylation level in tumor or precancerous lesion cells differs from that in corresponding normal cells by at least 15%, 20%, or even 25%.
- the sample is selected from the group consisting of body fluids, blood, serum, plasma, urine, saliva, sweat, sputum, semen, mucus, tears, lymph, amniotic fluid, interstitial fluid, lung lavage fluid, cerebrospinal fluid, stool, and tissue samples.
- the non-cancerous cells in the subject's sample include cells containing genomic DNA, such as neutrophils, B cells, T cells, vascular endothelial cells, hepatocytes, etc., and when the non-cancerous cells are neutrophils, B cells, T cells, etc., the DNA methylation of each DNA methylation marker in these cells is less than 2%, less than 1.5%, or even less than 1%; when the non-cancerous cells are vascular endothelial cells, hepatocytes, etc., the DNA methylation of each DNA methylation marker in these cells is less than 15%, or even less than 10%.
- genomic DNA such as neutrophils, B cells, T cells, vascular endothelial cells, hepatocytes, etc.
- the methylation level of the methylation marker in non-cancerous cells in a subject's sample is less than 0.1%, and more preferably, is lower than the detection limit or detection threshold of one or more DNA methylation detection methods.
- the methylation level of the methylation marker in the peritumoral tissue is low, preferably less than 20%, more preferably less than 10%, more preferably less than 5%, and most preferably less than 1%.
- the set of DNA methylation markers comprises at least 2, preferably at least 5, more preferably at least 10 methylation markers.
- the methylation marker is two or more selected from ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2, preferably all of ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2.
- the tumor is colorectal cancer.
- the detection of the methylation markers is performed using multiplex quantitative methylation-specific PCR
- the multiplex quantitative methylation-specific PCR includes determination of an internal reference gene ACTB.
- the multiplex quantitative methylation-specific PCR uses primers and probes for the methylation markers described above, as well as primers and probes for the internal reference gene ACTB, wherein the primers are selected from the following primer pairs:
- SEQ ID NO:4 or a sequence that is sufficiently identical to SEQ ID NO:4 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:5 or a sequence that is sufficiently identical to SEQ ID NO:5 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO: 7 or a sequence with sufficient consistency to SEQ ID NO: 7 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO: 8 or a sequence with sufficient consistency to SEQ ID NO: 8 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:10 or a sequence with sufficient identity to SEQ ID NO:10 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:11 or a sequence with sufficient identity to SEQ ID NO:11 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:13 or a sequence with sufficient consistency to SEQ ID NO:13 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:14 or a sequence with sufficient consistency to SEQ ID NO:14 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:16 or a sequence with sufficient consistency to SEQ ID NO:16 to ensure the sensitivity and specificity of PCR amplification and SEQ ID NO:17 or a sequence with sufficient consistency to SEQ ID NO:17 to ensure the sensitivity and specificity of PCR amplification;
- SEQ ID NO:19 or a sequence with sufficient identity to SEQ ID NO:19 to ensure the sensitivity and specificity of PCR amplification and SEQ ID NO:20 or a sequence with sufficient identity to SEQ ID NO:20 to ensure the sensitivity and specificity of PCR amplification;
- SEQ ID NO:22 or a sequence that is sufficiently identical to SEQ ID NO:22 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:23 or a sequence that is sufficiently identical to SEQ ID NO:23 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:25 or a sequence that is sufficiently identical to SEQ ID NO:25 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:26 or a sequence that is sufficiently identical to SEQ ID NO:26 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:28 or a sequence with sufficient identity to SEQ ID NO:28 to ensure the sensitivity and specificity of PCR amplification and SEQ ID NO:29 or a sequence with sufficient identity to SEQ ID NO:29 to ensure the sensitivity and specificity of PCR amplification;
- SEQ ID NO:31 or a sequence that is sufficiently identical to SEQ ID NO:31 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:32 or a sequence that is sufficiently identical to SEQ ID NO:32 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:34 or a sequence with sufficient identity to SEQ ID NO:34 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:35 or a sequence with sufficient identity to SEQ ID NO:35 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:1 or a sequence that is sufficiently identical to SEQ ID NO:1 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:2 or a sequence that is sufficiently identical to SEQ ID NO:2 to ensure the sensitivity and specificity of PCR amplification
- the present invention relates to a kit for diagnosing whether a tumor or precancerous lesion exists in a subject, whether a small residual tumor lesion exists, judging the prognosis of a patient with a tumor after surgery, predicting the recurrence of a patient with a tumor after surgery, or evaluating the therapeutic effect on a patient with a tumor, which comprises a reagent for detecting the markers described above.
- the kit further comprises a reagent for detecting the internal reference gene ACTB.
- SEQ ID NO:4 or a sequence that is sufficiently identical to SEQ ID NO:4 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:5 or a sequence that is sufficiently identical to SEQ ID NO:5 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:10 or a sequence with sufficient identity to SEQ ID NO:10 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:11 or a sequence with sufficient identity to SEQ ID NO:11 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:16 or a sequence with sufficient identity to SEQ ID NO:16 to ensure the sensitivity and specificity of PCR amplification and SEQ ID NO:17 or a sequence with sufficient identity to SEQ ID NO:17 to ensure the sensitivity and specificity of PCR amplification;
- SEQ ID NO:31 or a sequence that is sufficiently identical to SEQ ID NO:31 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:32 or a sequence that is sufficiently identical to SEQ ID NO:32 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:34 or a sequence with sufficient identity to SEQ ID NO:34 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:35 or a sequence with sufficient identity to SEQ ID NO:35 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:1 or a sequence that is sufficiently identical to SEQ ID NO:1 to ensure the sensitivity and specificity of PCR amplification
- SEQ ID NO:2 or a sequence that is sufficiently identical to SEQ ID NO:2 to ensure the sensitivity and specificity of PCR amplification
- the probe is selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3, or a sequence selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 that has sufficient consistency to ensure the sensitivity and specificity of PCR amplification.
- the present invention relates to the primer pair described above.
- the present invention relates to a nucleic acid molecule used as a probe, which is selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3, or a sequence selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 that has sufficient consistency to ensure the sensitivity and specificity of PCR amplification.
- the primers, probes and competitor sequences used are not limited to those listed in the above-mentioned tables and sequence numbers, but include sequences with sufficient consistency therewith.
- the sequences with sufficient consistency include those sequences with at least 80%, preferably at least 85%, more preferably at least 90%, more preferably at least 95% consistency with the sequences represented by the sequence numbers, and still retain their functions. Among them, it is preferred that the 10 consecutive nucleotides at the 3' end have at least 80% consistency with the primer sequence of the present invention.
- Those skilled in the art can determine sequence consistency by conventional procedures.
- those skilled in the art can also design corresponding primers and/or probes for analysis of DNA methylation within the upstream and downstream of the genomic regions corresponding to the primer sequences listed in the above-mentioned tables and sequence numbers, such as within 1000 bp, more preferably within 500 bp, and more preferably within 200 bp.
- Analysis methods include methylation-specific PCR, quantitative PCR after methylation-sensitive restriction endonuclease digestion, post-capture analysis of DNA methylation (quantitative PCR or high-throughput sequencing, etc.), etc.
- Figure 1 shows the methylation levels of some markers in buffy coat, adjacent normal tissue (Normal Tissue) and colorectal cancer tissue (Tumor Tissue).
- Figure 2 shows the comparison of single-target and multi-target marker detection results.
- FIG. 4 shows the detection limit evaluation of the multiplex detection method of the present invention.
- FIG5 shows the comparison of ⁇ Cq results of the present invention for detecting methylation levels in healthy subjects and colorectal cancer patients (one-way analysis of variance).
- Figure 6 shows the results of ROC curve analysis of subjects in colorectal cancer and healthy population (ROC of CRC vs healthy controls).
- FIG7 shows the analysis results of the relationship between postoperative recurrence and ctDNA status in patients with colorectal cancer.
- FIG8 shows the results of a study on MRD detection and recurrence-free survival (RFS) in 76 patients with stage II colorectal cancer.
- the present invention uses fluorescent quantitative methylation-sensitive PCR (qMSP) technology to design qPCR primers and probes based on bisulfite conversion for the above-screened 10 DMRs, exclude primer pairs that have amplification in bisulfite-converted buffy coat samples, screen out primer pairs that amplify better in bisulfite-converted colon cancer cell line (HCT116) DNA, and use AutoDimer software to exclude primer pairs that are more likely to form primer dimers and hairpin structures, and finally form an mqMSP detection technology containing 11 qMSP assays and 1 internal reference assay.
- qMSP fluorescent quantitative methylation-sensitive PCR
- the technology of the present invention can stably detect methylated DNA as low as 0.02% in a single-tube PCR reaction, and there is still a great probability (about 90%) of detecting methylation signals when the concentration of methylated DNA is as low as 0.01%. Therefore, the present invention has the potential to be applied to auxiliary diagnosis of colorectal cancer and postoperative MRD evaluation.
- the established mqMSP technology was used to detect clinical blood samples. By testing 96 plasma samples from healthy control subjects and 120 preoperative plasma samples from colorectal cancer patients, it was demonstrated that this method has great application potential in colorectal cancer screening and auxiliary diagnosis.
- the established mqMSP technology was used to detect plasma samples of 143 patients with stage I-III colorectal cancer within 2 weeks after surgery, and the relationship between ctDNA negative/positive and recurrence-free survival (RFS) of CRC patients after surgery was analyzed. It was found that the recurrence time of patients with postoperative ctDNA positive was significantly shortened, indicating a worse prognosis. It is shown that the mqMSP technology established by the present invention can be used as a marker for CRC prognosis and an indicator of the presence of MRD to detect the ctDNA methylation level in patients after surgery.
- the mqMSP technology established by the present invention can be used to evaluate the surgical prognosis of colorectal cancer patients.
- a positive test result of a postoperative sample indicates that there may be a small residual lesion, indicating that the prognosis may be poor.
- the high specificity of the present invention enables it to be used for postoperative residual lesion analysis, for judging postoperative prognosis and the selection of postoperative adjuvant chemotherapy, with a higher positive predictive value, and its positive test is more reliable as an indicator for guiding postoperative treatment.
- ctDNA in body fluids such as plasma is low, even lower than 0.1%, or even lower than 0.01%.
- Most of the free DNA in plasma comes from normal cells (leukocytes, vascular endothelial cells, hepatocytes, etc.), and these noise signals greatly increase the difficulty of ctDNA monitoring. Therefore, in the process of screening DNA methylation markers, it is necessary to consider both the methylation level in tumor cells and the DNA methylation level in normal cells that may potentially release cfDNA. It is further necessary to consider the degree of cfDNA release by normal cells, so as to formulate a strict and executable strategy.
- the methylation levels of the 10 amplicons in Table 1 were verified by MSRE-qPCR, and the results are shown in Figure 1. It can be seen that in the 10 buffy coat samples, the methylation levels of these 10 DNA markers are close to 0; in the adjacent normal tissues, the methylation levels of these 10 markers are also extremely low, and the methylation of most markers in most normal tissue samples is less than 10%, or even less than 5%. All markers have high DNA methylation in tumor samples. This shows that the inventor's screening strategy is efficient, the screened markers are in line with expectations, and have potential clinical significance.
- the bases upstream and downstream thereof can also be used to design mqMSP assays and primers. Therefore, the ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2 markers listed in the above table also include a range of 500 bp, preferably 400 bp, preferably 300 bp, preferably 200 bp, preferably 100 bp, and more preferably within 50 bp upstream and downstream of the listed chromosome position.
- An internal reference reaction is designed for the ACTB gene, which is used for co-amplification with multiple methylation marker genes in the mqMSP reaction as a quality control reaction and as an indicator of the amount of DNA in the reaction.
- a mutation is introduced into the second to last base at the 3' end of the PCR primer (forward and reverse) sequence in the internal reference reaction to reduce the internal reference fluorescence signal (VIC fluorescence signal in the present invention) in the mqMSP reaction, release the enzyme and substrate in the reaction system for amplification and detection of the target methylation marker region, and reduce the inhibition of the methylation marker signal to be detected (FAM fluorescence signal in the present invention).
- the genomic coordinates of the ACTB region used in the present invention are (chr7:5536826-5536901 (hg38)), and the primer and probe sequences are shown in Table 2:
- Negative and positive quality control products were set up for quality control of mqMSP reactions.
- the quality control products were subjected to bisulfite conversion at the same time as each batch of cfDNA samples.
- the experimental results of the positive and negative quality control products can indicate whether the experiment was successful and how reliable it is.
- the negative quality control product was a mixture of DNA from the buffy coat of 40 healthy control subjects.
- the positive quality control product was a mixture of DNA from the HCT116 colon cancer cell line and DNA from the buffy coat at a ratio of 1:99. 30 ng was taken as a reference sample for each reaction to evaluate the effectiveness of the experiment.
- HCT116 colorectal cancer cell line from the laboratory of Wenzhou Medical University School of Laboratory Medicine
- human buffy coat genome from peripheral blood samples collected from volunteers of the First affiliated Hospital of Wenzhou Medical University with informed consent
- HCT116 colorectal cancer cell line DNA and buffy coat DNA were mixed at a ratio of 1:99, and water was added to adjust the concentration to 10 ng/ ⁇ l.
- the DNA was divided into aliquots and stored at -80°C, with 30 ng taken for each reaction.
- Each batch of samples should be treated with the same treatment for positive and negative controls during bisulfite treatment and qPCR testing.
- Each bisulfite-converted DNA is divided into two and reacted in duplicate in qPCR. After the reaction is completed, the Cq values of the FAM and VIC signals of the duplicate reactions are calculated.
- the reaction conditions are as follows:
- Primers were designed for the 10 selected colon cancer markers, and primers and probes were designed for the positive and negative strands of the genomic region ENSG00000232377, respectively. Therefore, the final mqMSP assay contained methylation assay reactions for 11 multiple targets, and the ACTB assay was added as an internal reference reaction. The primer and probe sequences of the target genes in this multiple target methylation assay are shown in Table 4.
- each primer was 100 ⁇ M and they were mixed in the following proportions:
- each probe was 100 ⁇ M and they were mixed in the following proportions:
- HCT116 cell line DNA and buffy coat DNA were mixed at a ratio of 1:99 as the sample to be tested, with a total DNA amount of 30 ng.
- the 1% HCT116 cell line DNA was treated with bisulfite conversion, and the same sample was compared using the two methods.
- HCT116 colorectal cancer cell line DNA (as a methylated sample) and buffy coat DNA (as an unmethylated sample) were mixed in different proportions (1%, 0.5%, 0.2%, 0.1%, 0.05%, 0.02%, 0.01% and 0%) to simulate samples with different degrees of methylation. 60 ng of each sample was taken for sulfite conversion. The converted DNA was divided into four and four reactions were performed in qPCR.
- the conversion and detection of 0.02% and 0.01% methylated samples were repeated for more than 20 times.
- 2 detection results of the 0.01% methylated DNA samples were lower than the positive threshold, and the positive signal detection rate was 90% (Table 6, Figure 4). Therefore, it can be considered that the detection limit of the multiple detection method is 0.02% methylated DNA. This detection limit is significantly better than the original (CN112159844B) detection limit of 0.05%.
- the present invention is used for auxiliary diagnosis of colorectal cancer
- reaction conditions were set up on the ABI 7500 QPCR instrument as follows:
- the sensitivity of this method for colorectal cancer detection is 73.3%, and the specificity is 96.9%, wherein the detection rates of stages I-IV are 51.5%, 82.1%, 76.3%, and 100%, respectively.
- the test results show that the plasma methylation level of patients with colorectal cancer is significantly higher than that of healthy subjects, and the difference is statistically significant (Figure 5).
- the methylation level is related to the tumor stage, and the later the tumor stage, the higher the plasma methylation level ( Figure 5).
- ROC curve analysis results show that when the method of the present invention is used to detect colorectal cancer, although the vast majority of the selected samples are patients with stages I-III, which are more difficult to detect, only 8.3% (10/120) of stage IV patients are used, and the area under the curve (AUC) is 0.9152, which is significantly higher than the original invention (CN112159844B, in which the proportion of stage IV patients is higher) of 0.8912, indicating that this method has higher diagnostic accuracy (Figure 6). More importantly, the specificity of the method is as high as 96.9%, which has better clinical performance in clinical applications, especially when the diagnosis requires higher specificity.
- the ⁇ Cq values of the three false-positive patients were -3.75, -3.71 and -3.69, which are very close to the cutoff value (-4).
- the cutoff value (-4).
- the specificity can be increased to 100%.
- the present invention is used to perform multiplex real-time fluorescence quantitative PCR detection on the above-mentioned DNA converted with bisulfite (the experimental method is the same as that of Example 6).
- a survival curve was drawn based on the recurrence status and postoperative ctDNA status of each patient ( Figure 7).
- the relapse free survival (RFS) of patients with positive postoperative ctDNA results was significantly shorter than that of patients with negative ctDNA (P ⁇ 0.0001).
- Stage II colorectal cancer has certain particularities in postoperative treatment. Postoperative adjuvant chemotherapy is recommended for high-risk stage II patients, while postoperative adjuvant chemotherapy is generally not recommended for low-risk stage II patients. According to the NCCN guidelines, risk factors for stage II colorectal cancer include poorly differentiated or undifferentiated tumors, lymphatic/vascular invasion, nerve invasion, intestinal obstruction, ⁇ 12 detected lymph nodes; or T4N0M0; or T3 with local perforation or close to the resection margin, uncertain resection margin or positive resection margin, etc.
- the inventors conducted a subgroup analysis on 76 patients with stage II colorectal cancer, and the results are shown in FIG8 :
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Abstract
Description
本发明涉及医学诊断领域,具体涉及肿瘤的诊断、预后和疗效评估等。并且还涉及用于所述诊断、预后和疗效评估的试剂盒及所用试剂。The present invention relates to the field of medical diagnosis, and in particular to the diagnosis, prognosis and efficacy evaluation of tumors, and also to a kit and reagents used for the diagnosis, prognosis and efficacy evaluation.
全球范围内,癌症已经是一个重大的公共卫生难题。全世界每年死于癌症的患者超过1000万。一般来说,肿瘤患者根据临床分期可以采取不同的治疗手段。比如早中期患者可以通过手术进行治疗,而晚期患者可以通过放化疗、靶向治疗、免疫治疗等进行治疗。Cancer has become a major public health problem worldwide. More than 10 million people die of cancer every year. Generally speaking, different treatments can be used for cancer patients according to clinical stages. For example, early and middle stage patients can be treated with surgery, while late stage patients can be treated with radiotherapy, chemotherapy, targeted therapy, immunotherapy, etc.
患者的治疗效果和临床分期直接相关。早期患者的5年生存率可以达到90%,而晚期患者的则可能低至10%。所以,通过各种筛查方法提早发现和诊断肿瘤,可以显著提升疗效和患者预后。The treatment effect of patients is directly related to the clinical stage. The 5-year survival rate of early-stage patients can reach 90%, while that of late-stage patients may be as low as 10%. Therefore, early detection and diagnosis of tumors through various screening methods can significantly improve the efficacy and prognosis of patients.
以结直肠癌为例,其起源于结直肠粘膜上皮,是最常见的消化系统恶性肿瘤之一,发病率在全球恶性肿瘤中居第三位,死亡率居第二位[1]。我国结直肠癌在近10年间的发病率和死亡率均呈现为上升趋势[2]。结直肠癌主要由肠道息肉经过10-15年演变而来,疾病早期症状较为隐匿,导致部分患者确诊时肿瘤已发展至中晚期,预后较差[3]。结直肠癌患者生存率随着临床分期升高显著下降,早期局部肿瘤患者的五年生存率达90%,而晚期患者的生存率约为15%[4]。研究表明,基于筛查的二级预防在降低肠癌死亡率中发挥了53%的作用,而基于临床治疗的三级预防在降低肠癌死亡率中仅发挥了12%的作用[5]。这些证据表明,早期筛查是降低结直肠癌死亡率最重要的手段。因此,结直肠癌的早期筛查意义重大。Take colorectal cancer as an example. It originates from the colorectal mucosal epithelium and is one of the most common digestive system malignancies. Its incidence ranks third among malignant tumors worldwide, and its mortality ranks second. [1] In China, the incidence and mortality of colorectal cancer have both shown an upward trend in the past 10 years. [2] Colorectal cancer mainly develops from intestinal polyps over 10-15 years. The early symptoms of the disease are relatively hidden, resulting in some patients having developed to the middle and late stages of the tumor when diagnosed, and the prognosis is poor. [3] The survival rate of colorectal cancer patients decreases significantly with the increase of clinical stage. The five-year survival rate of patients with early local tumors is 90%, while the survival rate of patients with advanced stages is about 15%. [4] Studies have shown that secondary prevention based on screening has played a 53% role in reducing the mortality rate of colorectal cancer, while tertiary prevention based on clinical treatment has played only a 12% role in reducing the mortality rate of colorectal cancer. [5] These evidences show that early screening is the most important means to reduce the mortality rate of colorectal cancer. Therefore, early screening of colorectal cancer is of great significance.
肠镜检查是目前结直肠癌诊断的金标准,检出率高,但需要严格的肠道准备,且具有侵入性,导致受检者依从性差。在我国,受限于肠镜检查资源不足、医师水平差异、人口众多和传统文化等因素,大规模肠镜筛查进行结直肠癌的早期筛查难以推行,尤其在偏远和欠发达地区大范围推行更加困难。基于粪便检测的愈创木酯粪便潜血试验(gFOBT)和免疫化学粪便潜血试验(FIT)操作简单方便,但存在灵敏度低、特异性差等缺陷[9]。因此,开发新型的检测技术用于结直肠癌的早期诊断,具有重要的应用价值和现实意义。Colonoscopy is currently the gold standard for the diagnosis of colorectal cancer, with a high detection rate, but it requires strict intestinal preparation and is invasive, resulting in poor compliance among examinees. In China, due to factors such as insufficient colonoscopy resources, differences in physician skills, a large population, and traditional culture, large-scale colonoscopy screening for early screening of colorectal cancer is difficult to implement, especially in remote and underdeveloped areas. The guaiac fecal occult blood test (gFOBT) and immunochemical fecal occult blood test (FIT) based on stool testing are simple and convenient to operate, but have defects such as low sensitivity and poor specificity [9] . Therefore, the development of new detection technologies for the early diagnosis of colorectal cancer has important application value and practical significance.
然而,即便肿瘤在较早期被发现,也进行了根治性手术治疗,仍有相当比例的患者会发生复发和转移。复发和转移的概率通常也和肿瘤的分期有关。临床上也经常按照肿瘤分期,来考虑是否给与术后辅助治疗来降低复发概率。然而,这种基于肿瘤分期的预后评估,以及术后的动态随访(包括影像学检查和血清学检查),其准确性(包括灵敏度和特异性)有较大的改善空间。However, even if the tumor is discovered at an early stage and radical surgery is performed, a considerable proportion of patients will still experience recurrence and metastasis. The probability of recurrence and metastasis is usually related to the stage of the tumor. In clinical practice, it is often considered whether to give postoperative adjuvant therapy to reduce the probability of recurrence according to the tumor stage. However, the accuracy (including sensitivity and specificity) of this prognostic assessment based on tumor staging and postoperative dynamic follow-up (including imaging examinations and serological examinations) has a lot of room for improvement.
同样以结直肠癌为例。结直肠癌的主要治疗手段包括手术和术后辅助放化疗等。然而,大约35%的结直肠癌患者术后出现复发和转移,其中80%出现在术后2年内[10]。复发和转移是结直肠癌患者预后较差的主要原因[11]。及时发现术后的复发和转移,继而进行临床干预,能够有效改善结直肠癌患者的预后[12,13]。目前,结直肠癌术后复发和转移的监测主要依赖于CT等影像学检查和癌胚抗原(CEA)等蛋白标志物检测。CT检查需要肿瘤复发转移达到一定的体积才能发现,因此复发早期监测灵敏度差。CEA仅在大约50%的术后复发转移患者中阳性,检测灵敏度低[14]。CT和CEA用于结直肠癌的术后监测,发现时往往肿瘤复发转移已经达到一定程度,无法及时进行有效的临床干预。因此,开发结直肠癌术后复发转移的有效监测技术,能够及时对出现复发和转移的患者进行临床干预,改善患者预后。Let's take colorectal cancer as an example. The main treatments for colorectal cancer include surgery and postoperative adjuvant radiotherapy and chemotherapy. However, approximately 35% of colorectal cancer patients experience recurrence and metastasis after surgery, of which 80% occur within 2 years after surgery [10] . Recurrence and metastasis are the main reasons for the poor prognosis of colorectal cancer patients [11] . Timely detection of postoperative recurrence and metastasis, followed by clinical intervention, can effectively improve the prognosis of colorectal cancer patients [12,13] . At present, the monitoring of postoperative recurrence and metastasis of colorectal cancer mainly relies on imaging examinations such as CT and protein markers such as carcinoembryonic antigen (CEA). CT examinations require tumor recurrence and metastasis to reach a certain volume before they can be detected, so the sensitivity of early recurrence monitoring is poor. CEA is only positive in approximately 50% of patients with postoperative recurrence and metastasis, and the detection sensitivity is low [14] . CT and CEA are used for postoperative monitoring of colorectal cancer. When they are discovered, the tumor recurrence and metastasis have often reached a certain level, and effective clinical intervention cannot be carried out in time. Therefore, the development of effective monitoring technology for postoperative recurrence and metastasis of colorectal cancer can provide timely clinical intervention for patients with recurrence and metastasis and improve patient prognosis.
随着分子诊断技术的快速发展,以检测血液中循环肿瘤DNA(ctDNA)作为分子诊断标志物的液态活检技术受到广泛关注。以外周血血浆为例,其含有的游离DNA(circulating free DNA,cfDNA)可能来源于多种器官和细胞。白细胞(包括中性粒细胞、B细胞和T细胞等)是血浆中cfDNA的主要来源、血管内皮细胞、肝实质细胞等也可以提供小部分cfDNA[33,34]。这些细胞来源的cfDNA通常可以认为是正常DNA。在癌症患者或者具有癌前病变的个体血浆中,也可能有来源于肿瘤细胞的游离DNA,通常称为游离肿瘤DNA(circulating tumor DNA,ctDNA)。相比于组织活检,液态活检具有无创、快捷、易于动态监测、不易受肿瘤异质性的影响等优势[15]。相比于粪便潜血试验,液态活检具有更高的灵敏度和特异性,且不易受饮食及其它因素等影响[16]。ctDNA是外周血中肿瘤细胞来源的DNA,由肿瘤细胞坏死和凋亡后释放到外周血中,平均长度为160bp左右,半衰期短,携带有与肿瘤组织一致的遗传学和表观遗传学改变,如基因突变、拷贝数变异、甲基化异常等[17],可以用于肿瘤筛查、分子分型、疗效评估、预后评估、术后残留灶检测和动态监测等。With the rapid development of molecular diagnostic technology, liquid biopsy technology that detects circulating tumor DNA (ctDNA) in the blood as a molecular diagnostic marker has attracted widespread attention. Taking peripheral blood plasma as an example, the free DNA (cfDNA) it contains may come from a variety of organs and cells. White blood cells (including neutrophils, B cells, and T cells) are the main source of cfDNA in plasma, and vascular endothelial cells, hepatocytes, etc. can also provide a small amount of cfDNA [33,34] . cfDNA from these cells can usually be considered normal DNA. In the plasma of cancer patients or individuals with precancerous lesions, there may also be free DNA derived from tumor cells, which is usually called free tumor DNA (ctDNA). Compared with tissue biopsy, liquid biopsy has the advantages of being non-invasive, rapid, easy to dynamically monitor, and not easily affected by tumor heterogeneity [15] . Compared with fecal occult blood test, liquid biopsy has higher sensitivity and specificity, and is not easily affected by diet and other factors [16] . ctDNA is tumor cell-derived DNA in the peripheral blood. It is released into the peripheral blood after tumor cell necrosis and apoptosis. It has an average length of about 160 bp and a short half-life. It carries genetic and epigenetic changes consistent with tumor tissue, such as gene mutations, copy number variations, and methylation abnormalities [17] . It can be used for tumor screening, molecular typing, efficacy evaluation, prognosis evaluation, postoperative residual lesion detection, and dynamic monitoring.
肿瘤的发生发展是一个多因素、多阶段的过程,表观遗传学改变深度参与结直肠癌的发生发展过程。DNA甲基化是表观遗传学改变的主要变化之一,是指在DNA甲基转移酶(DNA methyltransferase,DNMT)的催化下,以S-腺苷甲硫氨酸(S-adenosyl methionine,SAM)为甲基供体,在基因组CpG二核苷酸的胞嘧啶5号碳位共价结合一个甲基基团的过程[6]。研究表明,DNA甲基化状态在肿瘤早期阶段就开始发生异常变化[7]。DNA甲基化主要通过CpG岛的高甲基化导致相应基因表达下调和基因组的低甲基化引起基因组不稳定参与结直肠癌的发生发展[8]。多项研究表明,ctDNA甲基化可用于癌症早期诊断、复发监测及预后评估等[18,19]。The occurrence and development of tumors is a multifactorial, multi-stage process, and epigenetic changes are deeply involved in the occurrence and development of colorectal cancer. DNA methylation is one of the main epigenetic changes. It refers to the process in which a methyl group is covalently bound to the 5th carbon position of cytosine in the genomic CpG dinucleotide under the catalysis of DNA methyltransferase (DNMT) with S-adenosyl methionine (SAM) as a methyl donor [6] . Studies have shown that DNA methylation status begins to change abnormally in the early stages of tumors [7] . DNA methylation is mainly involved in the occurrence and development of colorectal cancer through high methylation of CpG islands, which leads to downregulation of corresponding gene expression and low methylation of the genome, causing genomic instability [8] . Many studies have shown that ctDNA methylation can be used for early diagnosis of cancer, recurrence monitoring, and prognosis evaluation [18,19] .
由于在大部分情况下,特别是早期肿瘤、根治术后、药物治疗后等,血浆等体液中的ctDNA相对含量低,甚至低于0.1%,更甚至低于0.01%。血浆中绝大部分的游离DNA都是来源于正常细胞(白细胞、血管内皮细胞、肝实质细胞等),这些噪音信号导致ctDNA监测的难度大幅增加。以DNA甲基化标志物为例,如果正常细胞来源的游离DNA携带有DNA甲基化信号,哪怕在这些正常细胞中DNA甲基化水平较低,也有可能导致假阳性信号,影响临床监测结果。所以,在DNA甲基化标志物筛选过程中,既要考虑肿瘤细胞中的甲基化水平,又要考虑可能潜在会释放cfDNA的正常细胞中的DNA甲基化水平,进一步需要考虑正常细胞释放cfDNA的程度,从而制定严格而又可执行的策略。In most cases, especially in early-stage tumors, after radical surgery, and after drug treatment, the relative content of ctDNA in body fluids such as plasma is low, even lower than 0.1%, and even lower than 0.01%. Most of the free DNA in plasma comes from normal cells (leukocytes, vascular endothelial cells, hepatocytes, etc.), and these noise signals greatly increase the difficulty of ctDNA monitoring. Taking DNA methylation markers as an example, if the free DNA from normal cells carries DNA methylation signals, even if the DNA methylation level in these normal cells is low, it may cause false positive signals and affect clinical monitoring results. Therefore, in the screening process of DNA methylation markers, it is necessary to consider both the methylation level in tumor cells and the DNA methylation level in normal cells that may potentially release cfDNA. It is further necessary to consider the degree of cfDNA release by normal cells, so as to formulate a strict and executable strategy.
Epi proColon是美国FDA批准的首个用于结直肠癌筛查的血液检测产品,检测与结直肠癌相关的SEPTIN9基因甲基化。Epi proColon采用HeavyMethyl real-time PCR技术,在一个qPCR反应中检测目的基因SEPTIN9和内参基因ACTB[20]。该方法从血浆中提取cfDNA,经过亚硫酸盐转化,甲基化的胞嘧啶保持不变,未甲基化的胞嘧啶转化未尿嘧啶。在此基础上,针对未甲基化的SEPTIN9基因序列,设计一条不可延伸的寡核苷酸序列作为封闭子(blocker),实现甲基化SEPTIN9的特异性扩增。在反应体系中,该方法使用两种不同的荧光基团分别标记目的基因和内参基因,实现目的基因SEPTIN9的特异性信号识别。ACTB作为内参基因,可反映qPCR体系中的模板量[21]。Epi proColon is the first blood test product approved by the US FDA for colorectal cancer screening. It detects the methylation of the SEPTIN9 gene associated with colorectal cancer. Epi proColon uses HeavyMethyl real-time PCR technology to detect the target gene SEPTIN9 and the internal reference gene ACTB in a single qPCR reaction [20] . This method extracts cfDNA from plasma and converts it through sulfite conversion. Methylated cytosine remains unchanged, while unmethylated cytosine is converted to unmethylated uracil. On this basis, a non-extendable oligonucleotide sequence is designed as a blocker for the unmethylated SEPTIN9 gene sequence to achieve specific amplification of methylated SEPTIN9. In the reaction system, this method uses two different fluorescent groups to label the target gene and the internal reference gene respectively, achieving specific signal recognition of the target gene SEPTIN9. ACTB is used as an internal reference gene to reflect the template amount in the qPCR system [21] .
该技术存在以下缺陷:This technology has the following defects:
1.只检测一个基因(SEPTIN9)的单个位点的甲基化情况,敏感性较低,在无症状人群中的结直肠癌检出率为48.2%,特异性为91.5%;在Ⅰ-Ⅳ期结直肠癌患者中的敏感性分别为35.0%、63.0%、46.0%、77.4%[22],敏感性不足,尤其在早期如I期肠癌患者中的敏感性较差,用于早期肿瘤检测有严重的漏检问题。1. It only detects the methylation status of a single site of a gene (SEPTIN9), which has a low sensitivity. The detection rate of colorectal cancer in asymptomatic people is 48.2%, and the specificity is 91.5%. The sensitivity in patients with stage I-IV colorectal cancer is 35.0%, 63.0%, 46.0%, and 77.4%, respectively [22] . The sensitivity is insufficient, especially in early stage patients such as stage I colorectal cancer. There is a serious problem of missed detection when used for early tumor detection.
2.由于血浆中ctDNA含量本来就比较少,亚硫酸盐转化对DNA模板损伤较大造成明显的DNA断裂,转化后的纯化过程进一步造成DNA的丢失,这些因素导致检测体系中目标的甲基化DNA分子绝对量进一步降低。由于只检测一个靶标基因SEPTIN9的甲基化情况,导致该方法进行结直肠癌术后微小残留灶(MRD)检测、复发监测及预后评估方面应用受限。已有的一项研究显示,Epi proColon技术在21个复发病人中能成功检出15个病人,阳性检出率略低于影像学方法(71.4%vs 85.7%)[23]。2. Since the amount of ctDNA in plasma is relatively low, sulfite conversion causes significant damage to the DNA template, resulting in significant DNA breakage. The purification process after conversion further causes DNA loss. These factors lead to a further reduction in the absolute amount of methylated DNA molecules in the detection system. Since only one target gene, SEPTIN9, is detected for methylation, this method is limited in its application in the detection of minimal residual disease (MRD) after colorectal cancer surgery, recurrence monitoring, and prognosis assessment. An existing study showed that Epi proColon technology can successfully detect 15 out of 21 recurrent patients, with a positive detection rate slightly lower than that of imaging methods (71.4% vs 85.7%) [23] .
3.需要确保封闭子(blocker)与目标区域非甲基化序列高效且特异性的结合,如结合效率不足将导致假阳性信号;如结合特异性不足,将降低目标甲基化序列检测的灵敏度。3. It is necessary to ensure that the blocker binds efficiently and specifically to the non-methylated sequence in the target region. If the binding efficiency is insufficient, false positive signals will result; if the binding specificity is insufficient, the sensitivity of the target methylated sequence detection will be reduced.
4.结果为定性检测。由于外周血中ctDNA含量低,单个基因检测信号较弱,仅能进行定性的结果判读而无法进行定量分析。4. The result is a qualitative test. Due to the low content of ctDNA in peripheral blood and the weak signal of single gene detection, only qualitative results can be interpreted and quantitative analysis cannot be performed.
鹍远生物研发的多基因甲基化检测方法ColonAiQ(常艾克)具备结直肠癌早期筛查和术后复发监测功能。ColonAiQ使用多重qPCR技术检测6种甲基化标志物(SEPTIN9、BCAT1、IKZF1、BCAN、SEPT9 region 2、VAV3),经过亚硫酸盐转化、预扩增、qPCR等步骤,使用MHLcot算法对样本进行综合评估。ColonAiQ检测结直肠癌Ⅰ-Ⅳ期的综合灵敏度为86%,进展性腺瘤的灵敏度为42%,健康人群的检测特异性为92%。研发团队还探索了常艾克在结直肠癌复发监测中的应用潜力,复发组与非复发组患者术后样本的ColonAiQ score存在显著差异(P=0.00017)[24]。ColonAiQ, a multi-gene methylation detection method developed by Xunyuan Biotechnology, has the functions of early screening for colorectal cancer and postoperative recurrence monitoring. ColonAiQ uses multiplex qPCR technology to detect six methylation markers (SEPTIN9, BCAT1, IKZF1, BCAN, SEPT9 region 2, VAV3). After sulfite conversion, pre-amplification, qPCR and other steps, the MHLcot algorithm is used to comprehensively evaluate the samples. The overall sensitivity of ColonAiQ for detecting colorectal cancer stages I-IV is 86%, the sensitivity for advanced adenomas is 42%, and the detection specificity for healthy people is 92%. The R&D team also explored the application potential of ChangAiQ in colorectal cancer recurrence monitoring. There was a significant difference in the ColonAiQ score of postoperative samples between the recurrence group and the non-recurrence group (P = 0.00017) [24] .
该技术存在以下缺陷:This technology has the following defects:
1.样本处理过程繁杂,需要进行预扩增,预扩增步骤容易造成实验室PCR产物污染,在临床上应用困难。 1. The sample processing process is complicated and requires pre-amplification. The pre-amplification step can easily cause laboratory PCR product contamination, making it difficult to apply clinically.
2.需要使用MHLcot算法判读结果,将6个基因的检测结果整合,算法复杂,临床使用不便。2. The MHLcot algorithm is required to interpret the results and integrate the test results of 6 genes. The algorithm is complex and inconvenient for clinical use.
3. 6个基因分开检测,检测工作量增加,成本也相应增加,临床检测容易操作失误。3. Testing the six genes separately increases the workload and cost, and clinical testing is prone to operational errors.
GRAIL公司已开发基于血液的“泛癌症”早期筛查方法,首先对大量受试者的组织及血沉棕黄层进行全基因亚硫酸盐测序(WGBS),建立泛癌种甲基化测序数据库,通过生信分析确定了一个作为泛癌种筛查的靶向甲基化测序panel,涵盖103456个甲基化区域,共计1116720个CpG位点。随后使用这个靶向甲基化测序panel对受试者cfDNA进行检测,在验证队列中,特异性为99.8%,检测50余种癌症Ⅰ-Ⅲ期的灵敏度为43.9%,检测灵敏度随着分期的增加而提高,其中Ⅰ期为18%,Ⅱ期为43%,Ⅲ期为81%。检测结直肠癌患者中,Ⅰ期的检出率为40-45%,Ⅱ期的检出率为70-75%,Ⅲ期的检出率为76-80%[25]。GRAIL has developed a blood-based "pan-cancer" early screening method. First, whole-genome bisulfite sequencing (WGBS) was performed on the tissues and buffy coats of a large number of subjects to establish a pan-cancer methylation sequencing database. Through bioinformatics analysis, a targeted methylation sequencing panel for pan-cancer screening was identified, covering 103,456 methylation regions and a total of 1,116,720 CpG sites. This targeted methylation sequencing panel was then used to detect the subjects' cfDNA. In the validation cohort, the specificity was 99.8%, and the sensitivity for detecting more than 50 cancers in stages I-III was 43.9%. The detection sensitivity increased with the increase in stage, with 18% for stage I, 43% for stage II, and 81% for stage III. Among patients with colorectal cancer, the detection rate for stage I was 40-45%, the detection rate for stage II was 70-75%, and the detection rate for stage III was 76-80% [25] .
该技术存在以下缺陷:This technology has the following defects:
1.该方法采用靶向甲基化测序,测序成本高昂,周期长,数据分析难度大,需要专门的分析设备和人员,不易于临床推广。1. This method uses targeted methylation sequencing, which has high sequencing costs, long cycles, and difficult data analysis. It requires specialized analysis equipment and personnel, and is not easy to promote clinically.
2.该方法包含多种癌症的甲基化标志物,对于单一的癌症类型,如结直肠癌,灵敏度欠佳。2. This method includes methylation markers for multiple cancers and has poor sensitivity for a single cancer type, such as colorectal cancer.
针对现有技术的这些缺陷,本申请人团队前期开发的单管多重甲基化检测方法,能够实现甲基化信号的定量分析,用于结直肠癌的筛查、新辅助放化疗疗效评估、术后预后、术后残留灶检测、动态随访、复发和转移早发现等[26]。该方法在SEPTIN9基因的正负链区域设计10个检测靶标,进行单管多重PCR扩增和基于Taqman探针的多重信号富集和检测(参见CN112159844B)。由于多重PCR反应的应用,极大地提高了检测的灵敏度。In response to these defects of the prior art, the applicant team has developed a single-tube multiple methylation detection method that can achieve quantitative analysis of methylation signals for colorectal cancer screening, neoadjuvant chemoradiotherapy efficacy evaluation, postoperative prognosis, postoperative residual lesion detection, dynamic follow-up, early detection of recurrence and metastasis, etc. [26] . This method designs 10 detection targets in the positive and negative strand regions of the SEPTIN9 gene, performs single-tube multiple PCR amplification and multiple signal enrichment and detection based on Taqman probes (see CN112159844B). Due to the application of multiple PCR reactions, the sensitivity of detection is greatly improved.
但是,由于该方法仍然是对单个SEPTIN9基因的多个区域进行扩增和检测,受限于SEPTIN9基因甲基化的水平和标志物本身的特异性,其检测特异性还有待进一步提高。在一些临床应用场景下,比如术后微小残留灶(MRD)检测,高特异性具有更好的临床价值。However, since this method still amplifies and detects multiple regions of a single SEPTIN9 gene, its detection specificity needs to be further improved due to the level of SEPTIN9 gene methylation and the specificity of the marker itself. In some clinical application scenarios, such as postoperative minimal residual disease (MRD) detection, high specificity has better clinical value.
因此,本领域仍然需要具有更高肿瘤特异性的DNA甲基化标志物,及能够对甲基化标志物进行高特异性定量分析,从而检测肿瘤的方法。本领域也需要筛选具有高度肿瘤特异性的DNA甲基化标志物的方法。 Therefore, the art still needs DNA methylation markers with higher tumor specificity, and methods that can perform highly specific quantitative analysis of methylation markers to detect tumors. The art also needs methods for screening DNA methylation markers with high tumor specificity.
发明内容Summary of the invention
本发明提供一种筛选高度肿瘤特异DNA甲基化的标志物的通用方法,筛选的标志物具有极高的肿瘤特异性,在血浆等体液中具有极低的背景信号,基于这些标志物的液体活检技术可以实现多种临床应用(癌症早期筛查、复发预测、动态监测及疗效评估等)。本发明也提供对标志物进行进一步验证和筛选的方法。The present invention provides a general method for screening markers of highly tumor-specific DNA methylation. The screened markers have extremely high tumor specificity and extremely low background signals in body fluids such as plasma. Liquid biopsy technology based on these markers can achieve a variety of clinical applications (early cancer screening, recurrence prediction, dynamic monitoring and efficacy evaluation, etc.). The present invention also provides methods for further verification and screening of markers.
本发明通过对血液中多个不同基因的DNA甲基化标志物的联合检测实现癌症的筛查、预后评估、MRD检测和复发监测。The present invention realizes cancer screening, prognosis evaluation, MRD detection and recurrence monitoring through the combined detection of DNA methylation markers of multiple different genes in the blood.
建立了基于血液的多重定量甲基化特异性PCR(mqMSP)检测方法,包含11个肠癌特异性DNA甲基化标志物,通过对肠镜确认的健康人和结直肠癌患者术前血浆进行检测,评估此方法用于结直肠癌筛查的灵敏度和特异性。A blood-based multiplex quantitative methylation-specific PCR (mqMSP) detection method was established, which contains 11 colorectal cancer-specific DNA methylation markers. The sensitivity and specificity of this method for colorectal cancer screening were evaluated by testing the plasma of healthy people confirmed by colonoscopy and preoperative colorectal cancer patients.
通过对结直肠癌患者术后2周内血浆进行检测,评估此方法用于结直肠癌MRD检测、预后评估和复发监测的临床应用价值。By testing the plasma of colorectal cancer patients within 2 weeks after surgery, the clinical application value of this method for colorectal cancer MRD detection, prognosis assessment and recurrence monitoring was evaluated.
此外,通过对结直肠癌患者术后血浆进行动态监测,评估此方法用于结直肠癌复发监测的临床应用价值。In addition, the clinical application value of this method for colorectal cancer recurrence monitoring was evaluated by dynamically monitoring the plasma of patients with colorectal cancer after surgery.
相较于申请人团队前期的发明,本发明提供了特异性更高的标志物筛选方法,相关的DNA甲基化标志物在健康人群中的检测特异性明显提升,在结直肠癌MRD检测、预后评估和复发监测中具有更好的检测性能,可以更好的指导临床术后管理。Compared with the previous inventions of the applicant's team, the present invention provides a marker screening method with higher specificity. The detection specificity of related DNA methylation markers in healthy people is significantly improved, and it has better detection performance in colorectal cancer MRD detection, prognosis assessment and recurrence monitoring, which can better guide clinical postoperative management.
本发明提供了如何筛选高度肿瘤特异的DNA甲基化标志物,用于液体活检检测肿瘤信号的方法。所述方法包括对肿瘤组织样本,癌旁正常组织样本,血液中白细胞样本等进行DNA甲基化分析,设置一系列DNA甲基化水平的筛选标准,筛选出在可以用于液体活检的DNA甲基化标志物,这些标志物具有高肿瘤特异性。标志物的组合(至少2个标志物)在多种临床场景下,有较好的灵敏度和高特异性。The present invention provides a method for screening highly tumor-specific DNA methylation markers for liquid biopsy to detect tumor signals. The method includes performing DNA methylation analysis on tumor tissue samples, adjacent normal tissue samples, white blood cell samples in the blood, etc., setting a series of screening criteria for DNA methylation levels, and screening out DNA methylation markers that can be used for liquid biopsy, which have high tumor specificity. The combination of markers (at least 2 markers) has good sensitivity and high specificity in a variety of clinical scenarios.
具体地,本发明涉及以下方面:Specifically, the present invention relates to the following aspects:
一方面,本发明涉及用于诊断受试者中是否存在肿瘤或者癌前病变、是否存在肿瘤微小残留灶、判断患有肿瘤患者术后的预后、预测肿瘤患者术后复发或评估对肿瘤患者的治疗效果的方法,所述方法包括检测来自所述受试者的样本中的游离DNA中的一组DNA甲基化标志物以判断所述DNA的甲基化水平,如果所述甲基化水平高于正常对照样本的DNA甲基化水平,则确定所述受试者中存在肿瘤或者癌前病变、存在肿瘤微小残留灶、肿瘤症患者术后的预后不佳、肿瘤患者术后容易复发或对所述受试者的治疗效果不佳,其中所述受试者样本中的游离DNA来源于2大类细胞,即肿瘤或癌前病变细胞,以及非癌细胞,其中所述DNA甲基化标志物的特征在于:每个DNA甲基化标志物在受试者样本中非癌细胞中的甲基化水平均较低,并且该组甲基化标志物中的至少一个DNA甲基化标志物在肿瘤或癌前病变细胞中甲基化水平较高。On the one hand, the present invention relates to a method for diagnosing whether a tumor or precancerous lesion exists in a subject, whether a tiny residual tumor lesion exists, determining the postoperative prognosis of a patient with a tumor, predicting the postoperative recurrence of a tumor patient, or evaluating the therapeutic effect on a tumor patient, the method comprising detecting a group of DNA methylation markers in free DNA in a sample from the subject to determine the methylation level of the DNA, and if the methylation level is higher than the DNA methylation level of a normal control sample, it is determined that a tumor or precancerous lesion exists in the subject, a tiny residual tumor lesion exists, the postoperative prognosis of a tumor patient is poor, the tumor patient is prone to recurrence after surgery, or the therapeutic effect on the subject is poor, wherein the free DNA in the subject's sample is derived from two major types of cells, namely, tumor or precancerous lesion cells, and non-cancerous cells, wherein the DNA methylation markers are characterized in that the methylation level of each DNA methylation marker in the non-cancerous cell in the subject's sample is relatively low, and at least one DNA methylation marker in the group of methylation markers has a relatively high methylation level in tumor or precancerous lesion cells.
在一个实施方案中,所述甲基化标志物的特征在于:肿瘤或癌前病变细胞中的甲基化水平和相应正常细胞差值至少为15%、20%,甚至25%。In one embodiment, the methylation marker is characterized in that the methylation level in tumor or precancerous lesion cells differs from that in corresponding normal cells by at least 15%, 20%, or even 25%.
在一个实施方案中,所述样本选自体液、血液、血清、血浆、尿、唾液、汗液、痰、精液、粘液、泪液、淋巴液、羊水、间质液、肺灌洗液、脑脊液、粪便和组织样本。In one embodiment, the sample is selected from the group consisting of body fluids, blood, serum, plasma, urine, saliva, sweat, sputum, semen, mucus, tears, lymph, amniotic fluid, interstitial fluid, lung lavage fluid, cerebrospinal fluid, stool, and tissue samples.
在一个实施方案中,受试者样本中的非癌细胞包括包含基因组DNA的细胞,例如中性粒细胞、B细胞、T细胞、血管内皮细胞、肝实质细胞等,并且当所述非癌细胞为中性粒细胞、B细胞、T细胞等时,每个DNA甲基化标志物在这些细胞中的DNA甲基化均小于2%,小于1.5%,甚至小于1%;当所述非癌细胞为血管内皮细胞、肝实质细胞等时,每个DNA甲基化标志物在这些细胞中的DNA甲基化均小于15%,甚至小于10%。In one embodiment, the non-cancerous cells in the subject's sample include cells containing genomic DNA, such as neutrophils, B cells, T cells, vascular endothelial cells, hepatocytes, etc., and when the non-cancerous cells are neutrophils, B cells, T cells, etc., the DNA methylation of each DNA methylation marker in these cells is less than 2%, less than 1.5%, or even less than 1%; when the non-cancerous cells are vascular endothelial cells, hepatocytes, etc., the DNA methylation of each DNA methylation marker in these cells is less than 15%, or even less than 10%.
在一个实施方案中,所述甲基化标志物在受试者样本中非癌细胞中的甲基化水平小于0.1%,更优选地低于一种或多种DNA甲基化检测方法的检测限或检测阈值。In one embodiment, the methylation level of the methylation marker in non-cancerous cells in a subject's sample is less than 0.1%, and more preferably, is lower than the detection limit or detection threshold of one or more DNA methylation detection methods.
在一个实施方案中,所述甲基化标志物在肿瘤周围组织中甲基化水平较低,优选低于20%,更优选低于10%,更优选低于5%,最优选低于1%。In one embodiment, the methylation level of the methylation marker in the peritumoral tissue is low, preferably less than 20%, more preferably less than 10%, more preferably less than 5%, and most preferably less than 1%.
在一个实施方案中,该组DNA甲基化标志物包含至少2种,优选至少5种,更优选至少10种甲基化标志物。In one embodiment, the set of DNA methylation markers comprises at least 2, preferably at least 5, more preferably at least 10 methylation markers.
在一个实施方案中,所述甲基化标志物是选自ZEB2、MSC、ENSG00000232377、IRF4、C12orf42、FBN1、AKR1B1、CELSR3、EMBP1和SFMBT2的两种或多种,优选ZEB2、MSC、ENSG00000232377、IRF4、C12orf42、FBN1、AKR1B1、CELSR3、EMBP1和SFMBT2的全部。In one embodiment, the methylation marker is two or more selected from ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2, preferably all of ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2.
在一个实施方案中,所述肿瘤是结直肠癌。In one embodiment, the tumor is colorectal cancer.
在一个实施方案中,所述甲基化标志物的检测是使用多重定量甲基化特异性PCR进行的,In one embodiment, the detection of the methylation markers is performed using multiplex quantitative methylation-specific PCR,
任选地,所述多重定量甲基化特异性PCR中包括内参基因ACTB的测定。Optionally, the multiplex quantitative methylation-specific PCR includes determination of an internal reference gene ACTB.
在一个实施方案中,所述多重定量甲基化特异性PCR使用针对上文所述甲基化标志物的引物和探针,以及针对内参基因ACTB的引物和探针,其中所述引物选自以下引物对:In one embodiment, the multiplex quantitative methylation-specific PCR uses primers and probes for the methylation markers described above, as well as primers and probes for the internal reference gene ACTB, wherein the primers are selected from the following primer pairs:
SEQ ID NO:4或与SEQ ID NO:4具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:5或与SEQ ID NO:5具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:4 or a sequence that is sufficiently identical to SEQ ID NO:4 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:5 or a sequence that is sufficiently identical to SEQ ID NO:5 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:7或与SEQ ID NO:7具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:8或与SEQ ID NO:8具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO: 7 or a sequence with sufficient consistency to SEQ ID NO: 7 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO: 8 or a sequence with sufficient consistency to SEQ ID NO: 8 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:10或与SEQ ID NO:10具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:11或与SEQ ID NO:11具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:10 or a sequence with sufficient identity to SEQ ID NO:10 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:11 or a sequence with sufficient identity to SEQ ID NO:11 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:13或与SEQ ID NO:13具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:14或与SEQ ID NO:14具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:13 or a sequence with sufficient consistency to SEQ ID NO:13 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:14 or a sequence with sufficient consistency to SEQ ID NO:14 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:16或与SEQ ID NO:16具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:17或与SEQ ID NO:17具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:16 or a sequence with sufficient consistency to SEQ ID NO:16 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:17 or a sequence with sufficient consistency to SEQ ID NO:17 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:19或与SEQ ID NO:19具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:20或与SEQ ID NO:20具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:19 or a sequence with sufficient identity to SEQ ID NO:19 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:20 or a sequence with sufficient identity to SEQ ID NO:20 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:22或与SEQ ID NO:22具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:23或与SEQ ID NO:23具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:22 or a sequence that is sufficiently identical to SEQ ID NO:22 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:23 or a sequence that is sufficiently identical to SEQ ID NO:23 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:25或与SEQ ID NO:25具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:26或与SEQ ID NO:26具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:25 or a sequence that is sufficiently identical to SEQ ID NO:25 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:26 or a sequence that is sufficiently identical to SEQ ID NO:26 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:28或与SEQ ID NO:28具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:29或与SEQ ID NO:29具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:28 or a sequence with sufficient identity to SEQ ID NO:28 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:29 or a sequence with sufficient identity to SEQ ID NO:29 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:31或与SEQ ID NO:31具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:32或与SEQ ID NO:32具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:31 or a sequence that is sufficiently identical to SEQ ID NO:31 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:32 or a sequence that is sufficiently identical to SEQ ID NO:32 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:34或与SEQ ID NO:34具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:35或与SEQ ID NO:35具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;和SEQ ID NO:34 or a sequence with sufficient identity to SEQ ID NO:34 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:35 or a sequence with sufficient identity to SEQ ID NO:35 to ensure the sensitivity and specificity of PCR amplification; and
SEQ ID NO:1或与SEQ ID NO:1具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:2或与SEQ ID NO:2具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;并且,SEQ ID NO:1 or a sequence that is sufficiently identical to SEQ ID NO:1 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:2 or a sequence that is sufficiently identical to SEQ ID NO:2 to ensure the sensitivity and specificity of PCR amplification; and,
所述探针选自与SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3或与选自SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3的序列具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列。The probe is selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 or a sequence selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 that has sufficient consistency to ensure the sensitivity and specificity of PCR amplification.
另一方面,本发明涉及用于诊断受试者中是否存在肿瘤或者癌前病变、是否存在肿瘤微小残留灶、判断患有肿瘤患者术后的预后、预测肿瘤患者术后复发或评估对肿瘤患者的治疗效果的试剂盒,其包含用于检测上文所述标志物的试剂。任选地,所述试剂盒还包含用于检测内参基因ACTB的试剂。On the other hand, the present invention relates to a kit for diagnosing whether a tumor or precancerous lesion exists in a subject, whether a small residual tumor lesion exists, judging the prognosis of a patient with a tumor after surgery, predicting the recurrence of a patient with a tumor after surgery, or evaluating the therapeutic effect on a patient with a tumor, which comprises a reagent for detecting the markers described above. Optionally, the kit further comprises a reagent for detecting the internal reference gene ACTB.
在一个实施方案中,所述检测甲基化标志物和内参基因的试剂是引物对和探针,其中所述引物选自以下引物对:In one embodiment, the reagents for detecting methylation markers and internal reference genes are primer pairs and probes, wherein the primers are selected from the following primer pairs:
SEQ ID NO:4或与SEQ ID NO:4具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:5或与SEQ ID NO:5具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:4 or a sequence that is sufficiently identical to SEQ ID NO:4 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:5 or a sequence that is sufficiently identical to SEQ ID NO:5 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:7或与SEQ ID NO:7具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:8或与SEQ ID NO:8具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO: 7 or a sequence with sufficient identity to SEQ ID NO: 7 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO: 8 or a sequence with sufficient identity to SEQ ID NO: 8 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:10或与SEQ ID NO:10具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:11或与SEQ ID NO:11具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:10 or a sequence with sufficient identity to SEQ ID NO:10 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:11 or a sequence with sufficient identity to SEQ ID NO:11 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:13或与SEQ ID NO:13具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:14或与SEQ ID NO:14具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:13 or a sequence with sufficient consistency to SEQ ID NO:13 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:14 or a sequence with sufficient consistency to SEQ ID NO:14 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:16或与SEQ ID NO:16具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:17或与SEQ ID NO:17具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:16 or a sequence with sufficient identity to SEQ ID NO:16 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:17 or a sequence with sufficient identity to SEQ ID NO:17 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:19或与SEQ ID NO:19具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:20或与SEQ ID NO:20具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:19 or a sequence with sufficient identity to SEQ ID NO:19 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:20 or a sequence with sufficient identity to SEQ ID NO:20 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:22或与SEQ ID NO:22具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:23或与SEQ ID NO:23具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:22 or a sequence that is sufficiently identical to SEQ ID NO:22 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:23 or a sequence that is sufficiently identical to SEQ ID NO:23 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:25或与SEQ ID NO:25具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:26或与SEQ ID NO:26具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:25 or a sequence that is sufficiently identical to SEQ ID NO:25 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:26 or a sequence that is sufficiently identical to SEQ ID NO:26 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:28或与SEQ ID NO:28具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:29或与SEQ ID NO:29具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:28 or a sequence with sufficient identity to SEQ ID NO:28 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:29 or a sequence with sufficient identity to SEQ ID NO:29 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:31或与SEQ ID NO:31具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:32或与SEQ ID NO:32具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;SEQ ID NO:31 or a sequence that is sufficiently identical to SEQ ID NO:31 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:32 or a sequence that is sufficiently identical to SEQ ID NO:32 to ensure the sensitivity and specificity of PCR amplification;
SEQ ID NO:34或与SEQ ID NO:34具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:35或与SEQ ID NO:35具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;和SEQ ID NO:34 or a sequence with sufficient identity to SEQ ID NO:34 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:35 or a sequence with sufficient identity to SEQ ID NO:35 to ensure the sensitivity and specificity of PCR amplification; and
SEQ ID NO:1或与SEQ ID NO:1具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列,和SEQ ID NO:2或与SEQ ID NO:2具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列;并且,SEQ ID NO:1 or a sequence that is sufficiently identical to SEQ ID NO:1 to ensure the sensitivity and specificity of PCR amplification, and SEQ ID NO:2 or a sequence that is sufficiently identical to SEQ ID NO:2 to ensure the sensitivity and specificity of PCR amplification; and,
所述探针选自与SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3,或与选自SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3的序列具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列。The probe is selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3, or a sequence selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 that has sufficient consistency to ensure the sensitivity and specificity of PCR amplification.
另一方面,本发明涉及上文所述的引物对。In another aspect, the present invention relates to the primer pair described above.
另一方面,本发明涉及用作探针的核酸分子,其选自与SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3,或与选自SEQ ID NO:6、9、12、15、18、21、24、27、30、33、36和3的序列具有足够的一致性,能够保证PCR扩增的灵敏度和特异性的序列。On the other hand, the present invention relates to a nucleic acid molecule used as a probe, which is selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3, or a sequence selected from SEQ ID NO: 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36 and 3 that has sufficient consistency to ensure the sensitivity and specificity of PCR amplification.
在本发明的各个方面中,所用的引物、探针和竞争物序列不限于上文所述表格和序列编号所列那些,而是包括了与其具有足够的一致性的序列。所述具有足够的一致性的序列包括与用序列编号所表示的序列具有至少80%,优选至少85%,更优选至少90%,更优选至少95%一致性,并且仍然保持其功能的那些序列。其中,优选的是3'端的10个连续核苷酸与本发明的引物序列有至少80%一致性的序列。本领域技术人员可以通过常规程序确定序列一致性。 In various aspects of the present invention, the primers, probes and competitor sequences used are not limited to those listed in the above-mentioned tables and sequence numbers, but include sequences with sufficient consistency therewith. The sequences with sufficient consistency include those sequences with at least 80%, preferably at least 85%, more preferably at least 90%, more preferably at least 95% consistency with the sequences represented by the sequence numbers, and still retain their functions. Among them, it is preferred that the 10 consecutive nucleotides at the 3' end have at least 80% consistency with the primer sequence of the present invention. Those skilled in the art can determine sequence consistency by conventional procedures.
在本发明的各个方面中,本领域技术人员也可以在上文所述表格和序列编号所列那些引物序列对应的基因组区域的上下游,比如1000bp以内,更优选500bp以内,更优选200bp以内,设计相应引物和/或探针,用于DNA甲基化的分析。分析方法包括甲基化特异PCR,甲基化敏感限制性内切酶酶切后定量PCR,针对DNA甲基化的捕获后分析(定量PCR或者高通量测序等)等。In various aspects of the present invention, those skilled in the art can also design corresponding primers and/or probes for analysis of DNA methylation within the upstream and downstream of the genomic regions corresponding to the primer sequences listed in the above-mentioned tables and sequence numbers, such as within 1000 bp, more preferably within 500 bp, and more preferably within 200 bp. Analysis methods include methylation-specific PCR, quantitative PCR after methylation-sensitive restriction endonuclease digestion, post-capture analysis of DNA methylation (quantitative PCR or high-throughput sequencing, etc.), etc.
图1显示部分标志物在血沉棕黄层(Buffy coat)、癌旁正常组织(Normal Tissue)和结直肠癌组织(Tumor Tissue)中的甲基化水平。Figure 1 shows the methylation levels of some markers in buffy coat, adjacent normal tissue (Normal Tissue) and colorectal cancer tissue (Tumor Tissue).
图2显示单靶点和多靶点标志物检测结果比较。Figure 2 shows the comparison of single-target and multi-target marker detection results.
图3显示多靶点测定的检测灵敏度评估。Figure 3 shows the detection sensitivity evaluation of the multi-target assay.
图4显示本发明的多重检测方法的检测限评估。FIG. 4 shows the detection limit evaluation of the multiplex detection method of the present invention.
图5显示本发明检测健康人和肠癌患者甲基化水平的ΔCq结果比较(单因素方差分析)。FIG5 shows the comparison of ΔCq results of the present invention for detecting methylation levels in healthy subjects and colorectal cancer patients (one-way analysis of variance).
图6显示在结直肠癌和健康人群中的受试者ROC曲线分析结果(CRC vs健康对照的ROC)。Figure 6 shows the results of ROC curve analysis of subjects in colorectal cancer and healthy population (ROC of CRC vs healthy controls).
图7显示结直肠癌患者术后复发状况与ctDNA状态关系分析结果。FIG7 shows the analysis results of the relationship between postoperative recurrence and ctDNA status in patients with colorectal cancer.
图8显示76例Ⅱ期结直肠癌患者MRD检测及无复发生存期(RFS)的研究结果。FIG8 shows the results of a study on MRD detection and recurrence-free survival (RFS) in 76 patients with stage II colorectal cancer.
通过本研究团队测序数据分析和TCGA数据库数据分析,筛选出结直肠癌肿瘤组织高甲基化的差异甲基化区域(DMRs)。本发明利用荧光定量甲基化敏感性PCR(qMSP)技术,对上述筛选的10个DMRs设计基于亚硫酸氢盐转化的qPCR引物和探针,排除在亚硫酸氢盐转化血沉棕黄层样本中有扩增的引物对,筛选出在亚硫酸氢盐转化结肠癌细胞株(HCT116)DNA中扩增较好的引物对,并使用AutoDimer软件排除较易形成引物二聚体和发夹结构的引物对,最终形成包含11个qMSP assay和1个内参assay的mqMSP检测技术。通过对本发明技术进行灵敏度和检测限分析,证明本发明技术能在单管PCR反应中稳定检测到低至0.02%的甲基化DNA,并且在甲基化DNA浓度低至0.01%时仍有极大概率(约90%)能检出甲基化信号。因此,本发明具有应用于结直肠癌辅助诊断及术后MRD评估的潜力。Through the analysis of sequencing data and TCGA database data by this research team, differentially methylated regions (DMRs) with high methylation in colorectal cancer tumor tissues were screened out. The present invention uses fluorescent quantitative methylation-sensitive PCR (qMSP) technology to design qPCR primers and probes based on bisulfite conversion for the above-screened 10 DMRs, exclude primer pairs that have amplification in bisulfite-converted buffy coat samples, screen out primer pairs that amplify better in bisulfite-converted colon cancer cell line (HCT116) DNA, and use AutoDimer software to exclude primer pairs that are more likely to form primer dimers and hairpin structures, and finally form an mqMSP detection technology containing 11 qMSP assays and 1 internal reference assay. By analyzing the sensitivity and detection limit of the technology of the present invention, it is proved that the technology of the present invention can stably detect methylated DNA as low as 0.02% in a single-tube PCR reaction, and there is still a great probability (about 90%) of detecting methylation signals when the concentration of methylated DNA is as low as 0.01%. Therefore, the present invention has the potential to be applied to auxiliary diagnosis of colorectal cancer and postoperative MRD evaluation.
使用建立的mqMSP技术检测临床血样,通过对96份健康对照受试者的血浆样本、120份结直肠癌患者术前血浆样本进行检测,证明此方法在结直肠癌筛查及辅助诊断中具有巨大应用潜力。The established mqMSP technology was used to detect clinical blood samples. By testing 96 plasma samples from healthy control subjects and 120 preoperative plasma samples from colorectal cancer patients, it was demonstrated that this method has great application potential in colorectal cancer screening and auxiliary diagnosis.
使用建立的mqMSP技术检测143例Ⅰ-Ⅲ期结直肠癌患者术后2周内血浆样本,分析CRC患者术后ctDNA阴/阳性与无复发生存期(RFS)之间的关系,发现术后ctDNA阳性患者的复发时间明显缩短,提示预后更差。说明应用本发明建立的mqMSP技术检测结直肠癌患者术后ctDNA甲基化水平,能够作为CRC预后的标志物和MRD存在的指标。The established mqMSP technology was used to detect plasma samples of 143 patients with stage I-III colorectal cancer within 2 weeks after surgery, and the relationship between ctDNA negative/positive and recurrence-free survival (RFS) of CRC patients after surgery was analyzed. It was found that the recurrence time of patients with postoperative ctDNA positive was significantly shortened, indicating a worse prognosis. It is shown that the mqMSP technology established by the present invention can be used as a marker for CRC prognosis and an indicator of the presence of MRD to detect the ctDNA methylation level in patients after surgery.
本发明筛选和验证了多个结直肠癌特异性的甲基化标志物,其中有些标志物目前并未有文献报道支持可用于结直肠癌的检测。The present invention screens and verifies a plurality of colorectal cancer-specific methylation markers, some of which have not been reported in the literature to support their use in the detection of colorectal cancer.
本发明利用这些新的甲基化标志物,建立了更新版本的mqMSP技术,本发明联合多个DNA甲基化标志物进行检测,相比于目前已经公开的专利如V1-V4(CN112159844B),保持了较高的检测灵敏度,同时提高了检测的特异性。本发明技术检测健康对照人群的特异性为96.9%,明显优于原来的标志物83.3%的特异性。较原来的检测标志物,在相似的灵敏度时具有更高的特异性,在正常人群和无症状人群中进行检测时,假阳性更低。在一般人群或高风险人群中,由于肿瘤患者的比例较低,特异性低的检测会导致更高的假阳性检测结果,引起受检者的恐慌和进一步的入院检测,导致医疗成本和医疗资源的消耗。因此,较原来的检测标志物,本发明的检测标志物更高的检测特异性具有更佳的检测性能。本发明建立的mqMSP技术可用于结直肠癌筛查,样本检测结果阳性提示受试者可能存在结直肠癌变。The present invention uses these new methylation markers to establish an updated version of the mqMSP technology. The present invention combines multiple DNA methylation markers for detection. Compared with the currently disclosed patents such as V1-V4 (CN112159844B), it maintains a high detection sensitivity and improves the specificity of the detection. The specificity of the technology of the present invention in detecting healthy control populations is 96.9%, which is significantly better than the specificity of the original marker of 83.3%. Compared with the original detection markers, it has higher specificity at similar sensitivity, and lower false positives when detected in normal populations and asymptomatic populations. In the general population or high-risk population, due to the low proportion of tumor patients, low-specificity detection will lead to higher false positive test results, causing panic in the subjects and further hospitalization tests, resulting in medical costs and consumption of medical resources. Therefore, compared with the original detection markers, the detection markers of the present invention have higher detection specificity and better detection performance. The mqMSP technology established by the present invention can be used for colorectal cancer screening, and a positive sample test result indicates that the subject may have colorectal cancer.
本发明建立的mqMSP技术可用于评估结直肠癌患者手术预后,术后样本检测结果阳性提示可能存在微小残留病灶,提示可能预后不良。本发明的高特异性特点,使其用于术后残留灶分析时,用于判断术后预后和术后辅助化疗的选择,阳性预测值更高,其检测阳性作为指导术后治疗的指标更可靠。The mqMSP technology established by the present invention can be used to evaluate the surgical prognosis of colorectal cancer patients. A positive test result of a postoperative sample indicates that there may be a small residual lesion, indicating that the prognosis may be poor. The high specificity of the present invention enables it to be used for postoperative residual lesion analysis, for judging postoperative prognosis and the selection of postoperative adjuvant chemotherapy, with a higher positive predictive value, and its positive test is more reliable as an indicator for guiding postoperative treatment.
本发明建立的mqMSP技术可用于结直肠患者术后复发监测,样本检测结果阳性提示结直肠癌患者可能存在疾病复发进展或转移。 The mqMSP technology established in the present invention can be used for postoperative recurrence monitoring of colorectal patients. A positive sample test result indicates that colorectal cancer patients may have disease recurrence, progression or metastasis.
实施例一Embodiment 1
高度特异的结直肠癌DNA甲基化标志物筛选Screening of highly specific DNA methylation markers for colorectal cancer
由于在大部分情况下,特别是早期肿瘤、根治术后、药物治疗后等,血浆等体液中的ctDNA相对含量低,甚至低于0.1%,更甚至低于0.01%。血浆中绝大部分的游离DNA都是来源于正常细胞(白细胞、血管内皮细胞、肝实质细胞等),这些噪音信号导致ctDNA监测的难度大幅增加。所以,在DNA甲基化标志物筛选过程中,既要考虑肿瘤细胞中的甲基化水平,又要考虑可能潜在会释放cfDNA的正常细胞中的DNA甲基化水平,进一步需要考虑正常细胞释放cfDNA的程度,从而制定严格而又可执行的策略。In most cases, especially in early-stage tumors, after radical surgery, and after drug treatment, the relative content of ctDNA in body fluids such as plasma is low, even lower than 0.1%, or even lower than 0.01%. Most of the free DNA in plasma comes from normal cells (leukocytes, vascular endothelial cells, hepatocytes, etc.), and these noise signals greatly increase the difficulty of ctDNA monitoring. Therefore, in the process of screening DNA methylation markers, it is necessary to consider both the methylation level in tumor cells and the DNA methylation level in normal cells that may potentially release cfDNA. It is further necessary to consider the degree of cfDNA release by normal cells, so as to formulate a strict and executable strategy.
发明人系统分析了TCGA数据库中的DNA甲基化数据(包括多种肿瘤和正常组织的DNA甲基化数据)和本团队自己的DNA甲基化数据(对30对配对结直肠肿瘤和癌旁正常组织、15个良性息肉、15个进展性腺瘤组织、10个血沉棕黄层DNA进行reduced representation bisulfite sequencing),通过多重过滤,要求DNA甲基化水平低于1%,DNA甲基化在结直肠肿瘤中高于配对癌旁正常组织至少15%,在正常肝细胞中低于15%,获得潜在的DNA甲基化标志物。其中10个DNA甲基化标志物见表1:The inventors systematically analyzed the DNA methylation data in the TCGA database (including DNA methylation data of various tumors and normal tissues) and the team's own DNA methylation data (reduced representation bisulfite sequencing of 30 pairs of paired colorectal tumors and adjacent normal tissues, 15 benign polyps, 15 progressive adenoma tissues, and 10 buffy coat DNA). Through multiple filtering, the DNA methylation level was required to be less than 1%, and the DNA methylation in colorectal tumors was at least 15% higher than that in paired adjacent normal tissues, and less than 15% in normal hepatocytes, to obtain potential DNA methylation markers. The 10 DNA methylation markers are shown in Table 1:
表1筛选得到的10个甲基化标志物所在基因及其染色体位置
Table 1 The genes and chromosomal locations of the 10 methylation markers screened
选择10个DMRs区域作为甲基化标志物,设计引物和Taqman探针进行MSRE-qPCR检测。选择buffy coat,结直肠癌和配对癌旁正常组织各10例,分别对每一个DNA样本平行进行模拟酶切(mock digestion)和真实酶切(DNA甲基化敏感内切酶(HpaII、HhaI、BstUI等进行组合)消化),再用SYBR green-荧光定量PCR进行定量,利用如下公式计算DNA甲基化水平:10 DMRs regions were selected as methylation markers, and primers and Taqman probes were designed for MSRE-qPCR detection. 10 cases of buffy coat, colorectal cancer and paired adjacent normal tissues were selected, and each DNA sample was subjected to mock digestion and real digestion (DNA methylation sensitive endonuclease (HpaII, HhaI, BstUI, etc.) digestion in parallel), and then SYBR green-fluorescence quantitative PCR was used for quantification, and the DNA methylation level was calculated using the following formula:
Methylation%=2CtM-CtE×100%;其中CtM和CtE分别代表模拟酶切和真实酶切后样本的荧光定量PCR Ct值。Methylation% = 2 CtM-CtE × 100%; CtM and CtE represent the fluorescence quantitative PCR Ct values of the samples after simulated enzyme digestion and real enzyme digestion, respectively.
表1中10个扩增子甲基化水平经MSRE-qPCR验证,结果见图1。可以看到在10个buffy coat样本中,这10个DNA标志物甲基化水平接近为0;在癌旁正常组织中,这10个标志物甲基化水平也极低,绝大部分标志物在大部分正常组织样本中的甲基化低于10%,甚至低于5%。而所有标志物在肿瘤样本中DNA甲基化均较高。这体现发明人的筛选策略效率高,筛选的标志物符合预期,并且具有潜在临床意义。The methylation levels of the 10 amplicons in Table 1 were verified by MSRE-qPCR, and the results are shown in Figure 1. It can be seen that in the 10 buffy coat samples, the methylation levels of these 10 DNA markers are close to 0; in the adjacent normal tissues, the methylation levels of these 10 markers are also extremely low, and the methylation of most markers in most normal tissue samples is less than 10%, or even less than 5%. All markers have high DNA methylation in tumor samples. This shows that the inventor's screening strategy is efficient, the screened markers are in line with expectations, and have potential clinical significance.
本领域技术人可以理解,对于选择的标志物,通常其上下游的碱基也可以用于设计mqMSP测定和引物。因此,上表所列的ZEB2、MSC、ENSG00000232377、IRF4、C12orf42、FBN1、AKR1B1、CELSR3、EMBP1和SFMBT2标志物也包含了所列染色体位置上下游各500bp,优选400bp,优选300bp,优选200bp,优选100bp,更优选50bp以内的范围。It will be appreciated by those skilled in the art that, for the selected marker, the bases upstream and downstream thereof can also be used to design mqMSP assays and primers. Therefore, the ZEB2, MSC, ENSG00000232377, IRF4, C12orf42, FBN1, AKR1B1, CELSR3, EMBP1 and SFMBT2 markers listed in the above table also include a range of 500 bp, preferably 400 bp, preferably 300 bp, preferably 200 bp, preferably 100 bp, and more preferably within 50 bp upstream and downstream of the listed chromosome position.
实施例二Embodiment 2
内参反应的设计Design of internal reference reaction
针对ACTB基因设计内参反应,用于mqMSP反应中与多个甲基化标志物基因共同扩增,作为质控反应并作为反应中DNA量的指标。在内参反应中的PCR引物(前向和反向)序列中的3’末端倒数第2位碱基均引入1个突变,用于降低mqMSP反应中的内参荧光信号(本发明中为VIC荧光信号),释放反应体系中的酶和底物用于目标甲基化标志物区域的扩增和检测,同时减少对待测甲基化标志物信号(本发明中为FAM荧光信号)的抑制。An internal reference reaction is designed for the ACTB gene, which is used for co-amplification with multiple methylation marker genes in the mqMSP reaction as a quality control reaction and as an indicator of the amount of DNA in the reaction. A mutation is introduced into the second to last base at the 3' end of the PCR primer (forward and reverse) sequence in the internal reference reaction to reduce the internal reference fluorescence signal (VIC fluorescence signal in the present invention) in the mqMSP reaction, release the enzyme and substrate in the reaction system for amplification and detection of the target methylation marker region, and reduce the inhibition of the methylation marker signal to be detected (FAM fluorescence signal in the present invention).
本发明所用的ACTB区域的基因组坐标为(chr7:5536826-5536901(hg38)),引物和探针序列见表2:The genomic coordinates of the ACTB region used in the present invention are (chr7:5536826-5536901 (hg38)), and the primer and probe sequences are shown in Table 2:
表2 ACTB反应的引物和探针序列
Table 2 Primer and probe sequences for ACTB reaction
实施例三Embodiment 3
质控品设置Quality control product settings
设置阴、阳性质控品用于mqMSP反应的质量控制,质控品与每批次cfDNA样本同时进行亚硫酸氢盐转化,通过阴阳性质控品的实验结果可以提示该次实验是否成功以及可信度有多少。阴性质控品为40例健康对照受试者的血沉棕黄层DNA混合物。阳性质控品为HCT116肠癌细胞株DNA和血沉棕黄层DNA按照1:99混合的DNA。每次反应分别取30ng作为参考样本用于实验有效性的评估。Negative and positive quality control products were set up for quality control of mqMSP reactions. The quality control products were subjected to bisulfite conversion at the same time as each batch of cfDNA samples. The experimental results of the positive and negative quality control products can indicate whether the experiment was successful and how reliable it is. The negative quality control product was a mixture of DNA from the buffy coat of 40 healthy control subjects. The positive quality control product was a mixture of DNA from the HCT116 colon cancer cell line and DNA from the buffy coat at a ratio of 1:99. 30 ng was taken as a reference sample for each reaction to evaluate the effectiveness of the experiment.
1.实验方法1. Experimental Methods
(1)提取HCT116肠癌细胞株(来源于温州医科大学检验医学院实验室)和人血沉棕黄层基因组(来源于温州医科大学附属第一医院志愿者知情同意后收集的外周血标本),经Qubit测定浓度。(1) HCT116 colorectal cancer cell line (from the laboratory of Wenzhou Medical University School of Laboratory Medicine) and human buffy coat genome (from peripheral blood samples collected from volunteers of the First Affiliated Hospital of Wenzhou Medical University with informed consent) were extracted and their concentrations were measured by Qubit.
(2)阳性质控品制备:HCT116肠癌细胞株DNA和血沉棕黄层DNA按照1:99混合,加水调整浓度为10ng/μl,DNA分装储存于-80℃,每次反应取30ng。(2) Preparation of positive quality control: HCT116 colorectal cancer cell line DNA and buffy coat DNA were mixed at a ratio of 1:99, and water was added to adjust the concentration to 10 ng/μl. The DNA was divided into aliquots and stored at -80°C, with 30 ng taken for each reaction.
(3)阴性质控品制备:将血沉棕黄层DNA稀释至10ng/μl,DNA分装储存于-80℃,每次反应取30ng。(3) Preparation of negative control: Dilute the buffy coat DNA to 10 ng/μl. Store the DNA in aliquots at -80°C, taking 30 ng for each reaction.
(4)每批样本在亚硫酸氢盐处理及qPCR检测时需对阳性质控品和阴性质控品进行相同处理。每份亚硫酸氢盐转化后的DNA一分为二,在qPCR中作双份反应,反应结束后统计双份反应FAM信号和VIC信号的Cq值。(4) Each batch of samples should be treated with the same treatment for positive and negative controls during bisulfite treatment and qPCR testing. Each bisulfite-converted DNA is divided into two and reacted in duplicate in qPCR. After the reaction is completed, the Cq values of the FAM and VIC signals of the duplicate reactions are calculated.
2.实验结果2. Experimental results
针对不同测定形式,检测结果的标准和算法如表3:其中“+”代表Cq值≤45,“-”代表无扩增信号,其中ΔCq=VIC平均Cq-FAM平均Cq。如果质控品的qPCR反应结果满足下表中所列标准,该qPCR反应被验证为是有效的。 For different assay formats, the standards and algorithms for the test results are shown in Table 3: where "+" represents a Cq value ≤ 45, and "-" represents no amplification signal, where ΔCq = VIC average Cq - FAM average Cq. If the qPCR reaction results of the quality control product meet the standards listed in the table below, the qPCR reaction is verified to be valid.
表3质控结果判断表
Table 3 Quality control result judgment table
实施例四Embodiment 4
多个甲基化标志物联合检测及其与单一甲基化标志物灵敏度的比较Combined detection of multiple methylation markers and comparison of their sensitivity with that of a single methylation marker
1.实验方法1. Experimental Methods
(1)选择基因CELSR3作为单基因检测方案,利用其引物和探针序列进行实验,反应体系如下:
(1) Gene CELSR3 was selected as a single gene detection scheme, and its primer and probe sequences were used for the experiment. The reaction system was as follows:
反应条件如下:
The reaction conditions are as follows:
(2)多个甲基化标志物联合检测方法 (2) Combined detection of multiple methylation markers
对选出的10个结肠癌标志物设计引物,其中基因组区域ENSG00000232377针对正链和负链分别设计引物和探针。因此,最终mqMSP assay包含11重靶标的甲基化测定反应,并添加ACTB测定作为内参反应。该多个靶标甲基化测定检测中靶标基因的引物和探针序列见表4。Primers were designed for the 10 selected colon cancer markers, and primers and probes were designed for the positive and negative strands of the genomic region ENSG00000232377, respectively. Therefore, the final mqMSP assay contained methylation assay reactions for 11 multiple targets, and the ACTB assay was added as an internal reference reaction. The primer and probe sequences of the target genes in this multiple target methylation assay are shown in Table 4.
表4多个甲基化基因测定的引物和探针序列
Table 4 Primer and probe sequences for multiple methylation gene assays
qPCR引物和探针混合液制备:Preparation of qPCR primer and probe mix:
各引物初始浓度为100μM,按照如下比例混合:
The initial concentration of each primer was 100 μM and they were mixed in the following proportions:
各探针初始浓度为100μM,按照如下比例混合:
The initial concentration of each probe was 100 μM and they were mixed in the following proportions:
多重检测反应体系如下:
The multiplex detection reaction system is as follows:
反应条件如下:
The reaction conditions are as follows:
(3)将HCT116细胞株DNA与血沉棕黄层DNA按照1:99混合作为待检样品,总DNA量为30ng,该1%HCT116细胞株DNA经亚硫酸氢盐转化处理,同一样本分别用两种方法进行比较。(3) HCT116 cell line DNA and buffy coat DNA were mixed at a ratio of 1:99 as the sample to be tested, with a total DNA amount of 30 ng. The 1% HCT116 cell line DNA was treated with bisulfite conversion, and the same sample was compared using the two methods.
2.实验结果2. Experimental results
如图2所示,同一样本在两种方法的检测结果中相差3.99个Cq,多个甲基化标志物联合检测较单一甲基化标志物检测甲基化信号更强。As shown in Figure 2, the detection results of the same sample by the two methods differed by 3.99 Cq, and the combined detection of multiple methylation markers produced a stronger methylation signal than the detection of a single methylation marker.
实施例五Embodiment 5
多靶点测定的检测灵敏度评估 Evaluation of Assay Sensitivity for Multi-Target Assays
1.实验方法1. Experimental Methods
将HCT116肠癌细胞株DNA(作为甲基化样品)和血沉棕黄层DNA(作为未甲基化样品)按照不同比例混合(1%、0.5%、0.2%、0.1%、0.05%、0.02%、0.01%和0%),模拟甲基化程度不同的样本,每种样本取60ng进行亚硫酸盐转化,转化后的DNA一分为四,在qPCR中作四份反应。HCT116 colorectal cancer cell line DNA (as a methylated sample) and buffy coat DNA (as an unmethylated sample) were mixed in different proportions (1%, 0.5%, 0.2%, 0.1%, 0.05%, 0.02%, 0.01% and 0%) to simulate samples with different degrees of methylation. 60 ng of each sample was taken for sulfite conversion. The converted DNA was divided into four and four reactions were performed in qPCR.
2.实验结果2. Experimental results
不同比例甲基化DNA检测结果显示,不同样本VIC Cq值较为稳定,说明各个样本qPCR反应中DNA模板量是一致的。FAM Cq值随着甲基化DNA比例的降低逐渐增大,说明随着甲基化DNA比例降低FAM信号减弱(图3,表5)。在甲基化DNA比例低至0.02%时,仍能稳定检出甲基化信号,相比于原来的多重检测方法仅能检测至0.05%的甲基化样品,本发明的检测灵敏度更高。The results of different proportions of methylated DNA detection showed that the VIC Cq values of different samples were relatively stable, indicating that the amount of DNA template in the qPCR reaction of each sample was consistent. The FAM Cq value gradually increased with the decrease of the methylated DNA ratio, indicating that the FAM signal weakened with the decrease of the methylated DNA ratio (Figure 3, Table 5). When the methylated DNA ratio was as low as 0.02%, the methylation signal could still be stably detected. Compared with the original multiple detection method that could only detect 0.05% of methylated samples, the detection sensitivity of the present invention is higher.
检测结果如下:The test results are as follows:
表5多靶点测定的检测灵敏度评估
Table 5 Evaluation of detection sensitivity of multi-target assay
实施例六Embodiment 6
本发明的检测限评估Detection Limit Evaluation of the Present Invention
1.实验方法1. Experimental Methods
(1)将0.02%HCT116重复20次独立转化,每个转化反应使用60ng DNA,将转化产物一分为二,在qPCR反应中做双份反应。(1) 0.02% HCT116 was transformed 20 times independently, using 60 ng of DNA in each transformation reaction. The transformation product was split into two and duplicate reactions were performed in the qPCR reaction.
(2)将0.01%HCT116重复20次独立转化,每个转化反应使用60ng DNA,将转化产物一分为二,在qPCR反应中做双份反应。(2) Repeat 20 independent transformations of 0.01% HCT116, using 60 ng of DNA in each transformation reaction. Split the transformation product into two and perform duplicate reactions in the qPCR reaction.
(3)统计不同日期阳性质控品和阴性质控品的检测结果进行同步分析。(3) Collect statistics on the test results of positive and negative quality control products on different dates and conduct simultaneous analysis.
2.实验结果:2. Experimental results:
0.02%和0.01%甲基化样品重复20次以上的转化和检测,0.02%甲基化的DNA样品其检测结果的ΔCq均高于阳性阈值(ΔCq=-4),阳性信号检出率为100%,但0.01%甲基化的DNA样品中有2个检测结果低于阳性阈值,阳性信号检出率为90%(表6,图4),因此可以认为该多重检测方法的检测限为0.02%甲基化水平的DNA。该检测限明显优于原来(CN112159844B)0.05%的检测限。The conversion and detection of 0.02% and 0.01% methylated samples were repeated for more than 20 times. The ΔCq of the detection results of the 0.02% methylated DNA samples were all higher than the positive threshold (ΔCq=-4), and the positive signal detection rate was 100%. However, 2 detection results of the 0.01% methylated DNA samples were lower than the positive threshold, and the positive signal detection rate was 90% (Table 6, Figure 4). Therefore, it can be considered that the detection limit of the multiple detection method is 0.02% methylated DNA. This detection limit is significantly better than the original (CN112159844B) detection limit of 0.05%.
表6多重检测方法的检测限评估
Table 6 Detection limit evaluation of multiple detection methods
实施例七Embodiment 7
本发明用于结直肠癌辅助诊断The present invention is used for auxiliary diagnosis of colorectal cancer
1.实验方法1. Experimental Methods
(1)2016-2022年期间收集入组120位结直肠癌受试者和96例健康对照受试者,采集受试者10mL静脉血。(1) From 2016 to 2022, 120 subjects with colorectal cancer and 96 healthy control subjects were enrolled, and 10 mL of venous blood was collected from the subjects.
(2)通过两次离心法分离全血得到血浆,-80℃保存。(2) Plasma was obtained by separating whole blood by two centrifugations and stored at -80°C.
(3)使用敏迈游离DNA提取试剂盒(Apostle,Cat:A17622CN)提取外周血游离DNA(cfDNA),使用Qubit进行定量。(3) Peripheral blood free DNA (cfDNA) was extracted using the Apostle cell-free DNA extraction kit (Apostle, Cat: A17622CN) and quantified using Qubit.
(4)待检测cfDNA样本取用10-50ng、阳性质控品和阴性质控品各取30ng。使用EZ methylation-Gold试剂盒(Zymo,Cat:D5006)对DNA进行亚硫酸氢盐转化,转化后洗脱于21μL去酶水。(4) Take 10-50 ng of the cfDNA sample to be tested, and 30 ng of each of the positive quality control and negative quality control. Use the EZ methylation-Gold kit (Zymo, Cat: D5006) to convert the DNA to bisulfite and elute it in 21 μL of enzyme-free water.
(5)使用本发明的多重甲基化检测方法(标志物、引物和探针同实施例三(2))对上述亚硫酸氢盐转化后的cfDNA进行多重实时荧光定量PCR检测,qPCR反应体系配制如下:
(5) Using the multiple methylation detection method of the present invention (markers, primers and probes are the same as those in Example 3 (2)), multiple real-time fluorescence quantitative PCR detection was performed on the above-mentioned bisulfite-converted cfDNA. The qPCR reaction system was prepared as follows:
在ABI 7500 QPCR仪上设置反应条件如下:
The reaction conditions were set up on the ABI 7500 QPCR instrument as follows:
(6)检测结果的判读标准如下(表中ΔCq=VIC平均Cq-FAM平均Cq),受试者样本同批次检测的质控品结果被验证为是有效时,待测样本qPCR结果的解释如表7:(6) The interpretation criteria for the test results are as follows (ΔCq = VIC average Cq - FAM average Cq in the table). When the results of the quality control products tested in the same batch as the subject samples are verified to be valid, the interpretation of the qPCR results of the test samples is as shown in Table 7:
表7待测样品qPCR结果的解释表
Table 7 Interpretation of qPCR results of samples to be tested
2.实验结果2. Experimental results
入组216位受试者的临床特征及阳性检出率如下表8: The clinical characteristics and positive detection rates of the 216 subjects are shown in Table 8:
表8本方法用于结直肠癌诊断的性能分析
Table 8 Performance analysis of this method for colorectal cancer diagnosis
根据上述检测结果计算,本方法对结直肠癌检测的敏感性为73.3%,特异性为96.9%,其中I-IV期的检出率分别为51.5%、82.1%、76.3%、100%。检测结果显示结直肠癌患者血浆甲基化水平明显高于健康受试者,差异具有统计学意义(图5)。并且,甲基化水平与肿瘤分期有关,肿瘤分期越晚血浆甲基化水平越高(图5)。ROC曲线分析结果显示,本发明的方法进行结直肠癌检测时,虽然选择的样本绝大部分是更难检出的I-III期患者,IV期患者仅占8.3%(10/120),曲线下面积(AUC)为0.9152,明显高于原发明(CN112159844B,该发明中IV期患者的比例更高)的0.8912,说明此方法诊断准确性更高(图6)。更为重要的是,本方法检测的特异性高达96.9%,在临床应用时,特别时对特异性要求更高的诊断时,具有更佳的临床性能。其中三位假阳性患者的ΔCq值分别为-3.75,-3.71和-3.69,非常接近cutoff值(-4)。当发明人采取更严格的cutoff值(比如-3)时,特异性可以提升到100%。According to the above test results, the sensitivity of this method for colorectal cancer detection is 73.3%, and the specificity is 96.9%, wherein the detection rates of stages I-IV are 51.5%, 82.1%, 76.3%, and 100%, respectively. The test results show that the plasma methylation level of patients with colorectal cancer is significantly higher than that of healthy subjects, and the difference is statistically significant (Figure 5). Moreover, the methylation level is related to the tumor stage, and the later the tumor stage, the higher the plasma methylation level (Figure 5). The ROC curve analysis results show that when the method of the present invention is used to detect colorectal cancer, although the vast majority of the selected samples are patients with stages I-III, which are more difficult to detect, only 8.3% (10/120) of stage IV patients are used, and the area under the curve (AUC) is 0.9152, which is significantly higher than the original invention (CN112159844B, in which the proportion of stage IV patients is higher) of 0.8912, indicating that this method has higher diagnostic accuracy (Figure 6). More importantly, the specificity of the method is as high as 96.9%, which has better clinical performance in clinical applications, especially when the diagnosis requires higher specificity. The ΔCq values of the three false-positive patients were -3.75, -3.71 and -3.69, which are very close to the cutoff value (-4). When the inventors adopt a stricter cutoff value (such as -3), the specificity can be increased to 100%.
实施例八Embodiment 8
DNA甲基化标志物在结直肠癌预后评估和复发预测中的应用Application of DNA methylation markers in prognosis assessment and recurrence prediction of colorectal cancer
1.实验方法1. Experimental Methods
(1)入组160位受试者,均为接受根治术手术治疗的Ⅰ-Ⅲ期结直肠癌患者,采集患者术后2周内血样(均位时间术后5天)。(1) A total of 160 subjects were enrolled, all of whom were patients with stage I-III colorectal cancer who underwent radical surgery. Blood samples were collected from the patients within 2 weeks after surgery (mean time was 5 days after surgery).
(2)用本发明对上述亚硫酸氢盐转化后的DNA进行多重实时荧光定量PCR检测(实验方法同实施例六)。(2) The present invention is used to perform multiplex real-time fluorescence quantitative PCR detection on the above-mentioned DNA converted with bisulfite (the experimental method is the same as that of Example 6).
2.实验结果 2. Experimental results
160位受试者,其中116位术后2年内未复发,44位术后2年内复发。在116例2年内未复发的患者中,仅有5例为术后MRD检测阳性,特异性为95.7%;在44例2年内复发的患者中,27例在术后5天血浆样本中检测到MRD,灵敏度61.4%。术后MRD阳性患者32例,2年内复发27例,阳性预测值84.3%。160 subjects, 116 of whom did not relapse within 2 years after surgery, and 44 relapsed within 2 years after surgery. Among the 116 patients who did not relapse within 2 years, only 5 were positive for postoperative MRD detection, with a specificity of 95.7%; among the 44 patients who relapsed within 2 years, 27 had MRD detected in plasma samples 5 days after surgery, with a sensitivity of 61.4%. Among the 32 patients who were MRD-positive after surgery, 27 relapsed within 2 years, with a positive predictive value of 84.3%.
根据每位患者的复发情况和术后ctDNA状态绘制生存曲线(图7),术后ctDNA为阳性结果的患者其无复发生存期(Relapse free survival,RFS)比ctDNA阴性的患者明显缩短(P<0.0001)。A survival curve was drawn based on the recurrence status and postoperative ctDNA status of each patient (Figure 7). The relapse free survival (RFS) of patients with positive postoperative ctDNA results was significantly shorter than that of patients with negative ctDNA (P < 0.0001).
II期肠癌在术后治疗中具有一定特殊性。高危II期患者会建议术后辅助化疗,而低危II期一般不建议术后辅助化疗。根据NCCN指南,Ⅱ期结直肠癌危险因素包括肿瘤低分化或未分化、淋巴管/血管浸润、神经侵犯、肠梗阻、检出淋巴结<12个;或T4N0M0;或T3伴局部穿孔或接近切缘、切缘不确定或切缘阳性等。Stage II colorectal cancer has certain particularities in postoperative treatment. Postoperative adjuvant chemotherapy is recommended for high-risk stage II patients, while postoperative adjuvant chemotherapy is generally not recommended for low-risk stage II patients. According to the NCCN guidelines, risk factors for stage II colorectal cancer include poorly differentiated or undifferentiated tumors, lymphatic/vascular invasion, nerve invasion, intestinal obstruction, <12 detected lymph nodes; or T4N0M0; or T3 with local perforation or close to the resection margin, uncertain resection margin or positive resection margin, etc.
发明人对76例II期结直肠癌患者进行了亚组分析,结果如图8所示:The inventors conducted a subgroup analysis on 76 patients with stage II colorectal cancer, and the results are shown in FIG8 :
1)II期结直肠癌复发和未复发的患者术后2周内血浆中cfDNA的量无明显差别(A);1) There was no significant difference in the amount of cfDNA in plasma between patients with and without recurrence of stage II colorectal cancer within 2 weeks after surgery (A);
2)复发患者术后MRD检测外周血的靶标甲基化水平明显高于未复发患者(B);2) The target methylation level of peripheral blood in postoperative MRD detection of relapsed patients was significantly higher than that of non-relapsed patients (B);
3)术后2周MRD检测为阳性的13例患者,有12例在2年内复发,阳性预测值92.3%,而7.9%(5/63)检测为阴性的患者2年内出现了复发(RFS;HR,16;P<0.0001)(C,D)。3) Of the 13 patients who tested positive for MRD 2 weeks after surgery, 12 relapsed within 2 years, with a positive predictive value of 92.3%, while 7.9% (5/63) of patients who tested negative relapsed within 2 years (RFS; HR, 16; P<0.0001) (C, D).
4)在临床低危和高危亚组中,术后2周MRD检测结果均可预测2年内复发(E,F)。4) In both the clinical low-risk and high-risk subgroups, the MRD test results 2 weeks after surgery could predict recurrence within 2 years (E, F).
这些数据表明,高水平ctDNA甲基化提示预后不良,ctDNA甲基化的检测结果能够有效预测患者的手术预后。These data indicate that high levels of ctDNA methylation indicate a poor prognosis and that ctDNA methylation detection results can effectively predict the patient's surgical prognosis.
本发明的DNA甲基化筛选方法可以筛选出高度肿瘤特异的DNA甲基化标志物,从而设计出高度特异的多重DNA甲基化特异荧光定量PCR(mqMSP)。基于标志物和检测方法的高度特异性,发明人通过对术后2周内(均位5天)的血浆ctDNA检测,预测术后2年复发,获得极高阳性预测值(I-III期整体阳性预测值84.3%,II期阳性预测值92.3%)。这些极高的阳性预测值可以被用来对术后微小残留灶阳性患者进行更积极的随访,甚至采取更积极的化疗策略,用于降低患者的复发概率,或者提早发现术后复发从而提高二次手术的机会,最终使得患者获益。The DNA methylation screening method of the present invention can screen out highly tumor-specific DNA methylation markers, thereby designing highly specific multiple DNA methylation-specific fluorescent quantitative PCR (mqMSP). Based on the high specificity of the markers and the detection method, the inventor predicted recurrence 2 years after surgery by detecting plasma ctDNA within 2 weeks after surgery (average 5 days), and obtained a very high positive predictive value (84.3% overall positive predictive value for stages I-III, 92.3% positive predictive value for stage II). These extremely high positive predictive values can be used to conduct more active follow-up of patients with positive micro-residual lesions after surgery, and even adopt more active chemotherapy strategies to reduce the probability of recurrence in patients, or to detect postoperative recurrence early to increase the chance of secondary surgery, ultimately benefiting patients.
本领域技术人可以理解,通过对术后患者进行定期持续随访,获得外周血血浆样本,并且进行本方法的检测,可以进一步提高复发的检出率。 Those skilled in the art will appreciate that the detection rate of recurrence can be further improved by performing regular and continuous follow-up of patients after surgery, obtaining peripheral blood plasma samples, and performing the detection method.
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