TWI865877B - Diagnostic system and method for the enrichment of microbial nucleic acids and the identification of microorganisms and/or antimicrobial resistance genes by immobilized adsorption - Google Patents
Diagnostic system and method for the enrichment of microbial nucleic acids and the identification of microorganisms and/or antimicrobial resistance genes by immobilized adsorption Download PDFInfo
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- TWI865877B TWI865877B TW111121091A TW111121091A TWI865877B TW I865877 B TWI865877 B TW I865877B TW 111121091 A TW111121091 A TW 111121091A TW 111121091 A TW111121091 A TW 111121091A TW I865877 B TWI865877 B TW I865877B
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- nucleic acid
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Abstract
Description
本揭露關於根據經富集的目標核酸以鑑定微生物及/或抗藥基因的檢測系統,其中涉及透過固相吸附原理從樣本中去除非目標核酸以富集目標(例如微生物)核酸的方法。The present disclosure relates to a detection system for identifying microorganisms and/or drug-resistant genes based on enriched target nucleic acids, which involves a method for removing non-target nucleic acids from a sample to enrich target (e.g., microorganism) nucleic acids through the principle of solid phase adsorption.
快速且精準的病原體及抗藥性鑑定對於改善患者健康及解決微生物抗藥性問題至關重要。目前,用於臨床診斷的「黃金標準」是基於微生物培養的表型分析。然而,從細菌生長到於臨床微生物實驗室分析出初步結果,此診斷方法需耗費至少24小時到數天的時間。對於罹患可能會快速惡化並危及生命的疾病(例如菌血症、敗血症及肺炎等)的患者而言,此方法在初期無法即時提供指引。因此,敗血症患者經常面臨無效或過度的抗生素治療,承受著抗生素的相關毒性,或者因為不當使用抗生素,導致抗藥性病原演化,因而面臨各種多重抗藥性病原的威脅。Rapid and accurate pathogen and resistance identification is critical to improving patient health and addressing the problem of microbial resistance. Currently, the "gold standard" for clinical diagnosis is phenotypic analysis based on microbial culture. However, this diagnostic method takes at least 24 hours to several days from bacterial growth to initial results analyzed in the clinical microbiology laboratory. For patients with diseases that may rapidly deteriorate and become life-threatening, such as bacteremia, sepsis, and pneumonia, this method cannot provide immediate guidance in the early stages. As a result, septic patients often face ineffective or excessive antibiotic treatment, suffer from antibiotic-related toxicity, or face the threat of various multi-drug resistant pathogens due to the evolution of resistant pathogens due to inappropriate use of antibiotics.
目前,適用於快速檢測病原體的技術為核酸擴增技術(nucleic acid amplification technology,NAAT),其已應用於例如敗血症的診斷(如Septifast檢測(Roche Diagnostics))及呼吸道的感染(如FilmArray呼吸道檢測(Biofire Defense))。然而,核酸擴增技術受限於引子設計,因此僅能針對不同的樣本進行不同目標病原體及抗藥基因的規劃。以FilmArray的血液檢測Blood Culture Identification 2(BCID2)平台為例,其僅能偵測預設的33種目標病原體及10種抗藥基因,而無法全面涵蓋種類繁多的病原體及抗藥基因,更無法鑑定稀有病原體與特殊抗藥基因,這使得核酸擴增技術無法完全取代傳統培養方法。因此,迫切需要一種可以快速檢測病原體(例如病毒、細菌及真菌)和盡可能多的抗藥基因的通用診斷技術。Currently, the technology suitable for rapid detection of pathogens is nucleic acid amplification technology (NAAT), which has been applied to the diagnosis of sepsis (such as Septifast test (Roche Diagnostics)) and respiratory tract infections (such as FilmArray respiratory test (Biofire Defense)). However, nucleic acid amplification technology is limited by primer design, so it can only plan different target pathogens and drug resistance genes for different samples. Taking FilmArray's Blood Culture Identification 2 (BCID2) platform as an example, it can only detect 33 preset target pathogens and 10 drug resistance genes, but cannot fully cover a wide variety of pathogens and drug resistance genes, let alone identify rare pathogens and special drug resistance genes, which makes it impossible for nucleic acid amplification technology to completely replace traditional culture methods. Therefore, there is an urgent need for a universal diagnostic technology that can quickly detect pathogens (such as viruses, bacteria and fungi) and as many drug resistance genes as possible.
最近,已報導利用次世代定序技術(next-generation DNA sequencing,NGS)的微生物總體基因組定序(metagenomic sequencing)及散彈式核酸擴增測序(shotgun sequencing)可獲得病原菌的訊息,例如Illumina定序平台,在病原體鑑定的研究中顯示其為較具有敏感性與特異性的先進技術。然而Illumina定序使用的是不超過300個鹼基對的短讀序列(short-read sequencing),其不易組裝成完整的病原體基因序列,且容易受到人類基因組及移生菌叢的干擾,因而降低其敏感度及特異性,因此不易自人類核酸所占比例太高的樣本中鑑定病原體的抗藥基因。此外,以Illumina為主的次世代定序技術平台需耗費數十小時的時間來取得較高病原體基因組覆蓋率的定序結果,且其分析流程較為繁複,成本亦高,以致無法即時分析結果而滿足臨床的需求。Recently, it has been reported that the use of next-generation DNA sequencing (NGS) for microbial metagenomic sequencing and shotgun sequencing can obtain information about pathogens. For example, the Illumina sequencing platform has been shown to be an advanced technology with high sensitivity and specificity in pathogen identification research. However, Illumina sequencing uses short-read sequencing of no more than 300 base pairs, which is not easy to assemble into a complete pathogen gene sequence and is easily interfered by the human genome and colony, thus reducing its sensitivity and specificity. Therefore, it is not easy to identify the drug-resistant genes of pathogens from samples with too high a proportion of human nucleic acid. In addition, the next-generation sequencing technology platform based on Illumina takes dozens of hours to obtain sequencing results with higher pathogen genome coverage, and its analysis process is relatively complicated and costly, making it impossible to provide real-time analysis results to meet clinical needs.
對總體基因組定序而言,臨床樣本或血液培養物為具挑戰性的樣本,因其中通常存在大量人類或其他動物的核酸,故僅有少量的序列可用於鑑定病原菌種及抗藥基因,且由於目標DNA序列的豐度低,可能導致檢測病原體的靈敏度低。此外,從大量原始數據中過濾掉宿主序列非常耗時,並且高度依賴於電腦設備的計算能力。Clinical samples or blood cultures are challenging samples for total genome sequencing because they usually contain a large amount of nucleic acid from humans or other animals. Therefore, only a small amount of sequences can be used to identify pathogenic bacteria and drug resistance genes, and the low abundance of target DNA sequences may lead to low sensitivity in detecting pathogens. In addition, filtering out host sequences from a large amount of raw data is very time-consuming and highly dependent on the computing power of computer equipment.
目前已開發出一些在處理樣本時去除非目標核酸的方法。MolYsis Basic 5套組(Molzym,Bremen,德國)利用核酸酶分解非目標核酸,然而萃取出的細菌核酸片段相對較短,因此難以產生長序列讀序(long reads)。NEBNext微生物基因體DNA富集套組(New England Biolabs, Inc.,USA)利用能夠專一性結合人類基因組的甲基化CpG島的單株抗體;然而,人類基因上的甲基化分佈並不均勻,且此套組對於常規檢查而言並不符合成本效益。QIAamp BiOstic菌血症DNA套組(QIAGEN,Hilden,德國)利用多重離心步驟,根據細胞密度的差異分離宿主細胞。Several methods have been developed to remove non-target nucleic acids during sample processing. The MolYsis Basic 5 Kit (Molzym, Bremen, Germany) uses nucleases to degrade non-target nucleic acids; however, the extracted bacterial nucleic acid fragments are relatively short, making it difficult to generate long reads. The NEBNext Microbial Genomic DNA Enrichment Kit (New England Biolabs, Inc., USA) uses monoclonal antibodies that specifically bind to methylated CpG islands in the human genome; however, the methylation distribution on human genes is not uniform, and this kit is not cost-effective for routine testing. The QIAamp BiOstic Bacteremia DNA Kit (QIAGEN, Hilden, Germany) uses multiple centrifugation steps to separate host cells based on differences in cell density.
然而,仍然需要提供一種快速且具有成本效益的策略來檢測例如在臨床環境中的病原菌,同時檢測與其致病性和抗生素抗藥性相關的特徵。However, there is still a need to provide a rapid and cost-effective strategy to detect pathogens, for example in clinical settings, while simultaneously detecting characteristics associated with their pathogenicity and antibiotic resistance.
有鑑於此,本揭露提供藉由固相吸附方式從樣本中去除非目標核酸,從而富集其中目標核酸的系統及方法。本揭露所提供的系統與方法具有多種應用,例如包括將來自宿主的生物樣本進行預處理後,用以鑑定病原體種類及抗藥基因。In view of this, the present disclosure provides a system and method for removing non-target nucleic acids from a sample by solid phase adsorption to enrich the target nucleic acid. The system and method provided by the present disclosure have various applications, such as identifying pathogen types and drug resistance genes after pre-treatment of biological samples from a host.
於本揭露的至少一具體實施例中,提供一種用於富集樣本中目標核酸(例如,細菌核酸)的方法,該方法包括:提供含有目標微生物和非目標細胞的樣本,其中該目標微生物和該非目標細胞源自不同物種;添加非離子性界面活性劑至該樣本中,使該非目標細胞裂解並釋出其所含有的非目標核酸;使該樣本與固相吸附劑接觸,以結合該樣本中的游離核酸;以及移除該固相吸附劑及與其結合的核酸,從而富集該樣本中該目標微生物中所含有的目標核酸。In at least one embodiment of the present disclosure, a method for enriching target nucleic acids (e.g., bacterial nucleic acids) in a sample is provided, the method comprising: providing a sample containing a target microorganism and non-target cells, wherein the target microorganism and the non-target cells are derived from different species; adding a non-ionic surfactant to the sample to lyse the non-target cells and release the non-target nucleic acids contained therein; contacting the sample with a solid phase adsorbent to bind free nucleic acids in the sample; and removing the solid phase adsorbent and the nucleic acids bound thereto, thereby enriching the target nucleic acids contained in the target microorganism in the sample.
於本揭露的至少一具體實施例中,提供一種用於富集樣本中目標核酸的方法,包括:提供含有目標微生物和非目標細胞的樣本,其中,該目標微生物和該非目標細胞源自不同物種;藉由檢測系統的細胞裂解單元,使該樣本中的該非目標細胞裂解並釋出其所含有的非目標核酸;以及藉由該檢測系統的目標核酸富集單元,移除該非目標核酸,從而富集該樣本中的該目標微生物所含有的該目標核酸。於一些具體實施例中,本揭露的目標核酸富集單元包含具有固相吸附劑的固相式核酸吸附裝置,且該非目標核酸的移除包括:使該樣本與該固相吸附劑接觸,以使該非目標核酸與該固相吸附劑結合;以及移除該固相吸附劑,從而富集該目標核酸。In at least one specific embodiment of the present disclosure, a method for enriching a target nucleic acid in a sample is provided, comprising: providing a sample containing a target microorganism and a non-target cell, wherein the target microorganism and the non-target cell are derived from different species; lysing the non-target cells in the sample and releasing the non-target nucleic acid contained therein by a cell lysis unit of a detection system; and removing the non-target nucleic acid by a target nucleic acid enrichment unit of the detection system, thereby enriching the target nucleic acid contained in the target microorganism in the sample. In some specific embodiments, the target nucleic acid enrichment unit disclosed herein comprises a solid-phase nucleic acid adsorption device having a solid-phase adsorbent, and the removal of the non-target nucleic acid comprises: contacting the sample with the solid-phase adsorbent so that the non-target nucleic acid binds to the solid-phase adsorbent; and removing the solid-phase adsorbent to enrich the target nucleic acid.
於本揭露的至少一具體實施例中,該固相吸附劑選自由矽玻璃珠(silica beads)、含矽磁珠(silica magnetic beads)、管柱萃取濾膜、烷基鍵合矽膠、生物炭、纖維素、陰離子交換樹脂及其任意組合所組成的群組。該吸附劑的陽離子部分與核酸的帶負電荷的磷酸基團之間的氫鍵、疏水性相互作用及靜電相互作用可為結合的驅動力。於一些具體實施例中,該固相吸附劑可為含矽磁珠或以含矽磁珠為基礎。於一些具體實施例中,該固相吸附劑可透過任何鹽類及pH值控制,例如使該固相吸附劑於鹼性環境下吸附核酸。於一些具體實施例中,該含矽磁珠的表面可進一步經矽烷基聚合物修飾,其中,該矽烷基聚合物的實例包括,但不限於,四甲基矽氧烷(tetramethoxysilane,TMOS)、四乙基矽氧烷(tetraethoxysilane,TEOS)及3-胺基丙基三乙基矽氧烷(3-aminopropyltriethoxysilane,APTES)。於一些具體實施例中,本揭露所使用的固相吸附劑不包含抗體。於一些具體實施例中,本揭露的方法不包括基於抗體-抗原原理以吸附或去除樣本中的非目標核酸或游離核酸。In at least one specific embodiment of the present disclosure, the solid phase adsorbent is selected from the group consisting of silica beads, silica magnetic beads, column extraction filter membranes, alkyl bonded silica gels, biochar, cellulose, anion exchange resins, and any combination thereof. Hydrogen bonds, hydrophobic interactions, and electrostatic interactions between the cationic portion of the adsorbent and the negatively charged phosphate groups of nucleic acids can be the driving force for binding. In some specific embodiments, the solid phase adsorbent can be silica magnetic beads or based on silica magnetic beads. In some specific embodiments, the solid phase adsorbent can be controlled by any salt and pH value, for example, the solid phase adsorbent adsorbs nucleic acids in an alkaline environment. In some embodiments, the surface of the silicon-containing magnetic beads can be further modified with a silane polymer, wherein examples of the silane polymer include, but are not limited to, tetramethoxysilane (TMOS), tetraethoxysilane (TEOS) and 3-aminopropyltriethoxysilane (APTES). In some embodiments, the solid phase adsorbent used in the present disclosure does not include an antibody. In some embodiments, the method of the present disclosure does not include adsorbing or removing non-target nucleic acids or free nucleic acids in a sample based on the antibody-antigen principle.
於本揭露的至少一具體實施例中,該非離子性界面活性劑選自由皂素(saponin)、吐溫(Tween)、曲拉通(Triton)、聚氧乙烯(10)油基醚(例如BrijO10)、多元醇、聚氧乙烯-聚氧丙烯(polyethylene-polypropylene glycol,PEG/PPG)、聚氧乙烯醚、烷基乙醇醯胺、葡萄糖苷、脂肪醇及其任意組合所組成的群組。於一些具體實施例中,該方法進一步包括在鹼性條件下培育該非離子性界面活性劑和該樣本,以將該非目標細胞裂解並使該非目標核酸自該非目標細胞分離。In at least one embodiment of the present disclosure, the non-ionic surfactant is selected from the group consisting of saponin, Tween, Triton, polyoxyethylene (10) oleyl ether (e.g., BrijO10), polyols, polyethylene-polypropylene glycol (PEG/PPG), polyoxyethylene ethers, alkylethanolamides, glucosides, fatty alcohols, and any combination thereof. In some embodiments, the method further comprises incubating the non-ionic surfactant and the sample under alkaline conditions to lyse the non-target cells and separate the non-target nucleic acid from the non-target cells.
於本揭露的至少一具體實施例中,該目標核酸可為微生物核酸、細菌核酸、病毒核酸、真菌核酸、藻類核酸、原生動物核酸、病原體核酸及寄生蟲核酸中的至少一者。於一些具體實施例中,該目標核酸可為細菌核酸。於一些具體實施例中,該目標核酸可源自細菌,例如抗生素抗藥性細菌。於一些具體實施例中,該目標核酸可為細菌質體或其片段,例如抗生素抗藥基因。In at least one embodiment of the present disclosure, the target nucleic acid may be at least one of a microbial nucleic acid, a bacterial nucleic acid, a viral nucleic acid, a fungal nucleic acid, an algal nucleic acid, a protozoan nucleic acid, a pathogen nucleic acid, and a parasite nucleic acid. In some embodiments, the target nucleic acid may be a bacterial nucleic acid. In some embodiments, the target nucleic acid may be derived from bacteria, such as antibiotic-resistant bacteria. In some embodiments, the target nucleic acid may be a mycoplasma or a fragment thereof, such as an antibiotic resistance gene.
於本揭露的至少一具體實施例中,該非目標細胞屬於真核生物宿主,諸如動物宿主。於一些具體實施例中,該非目標核酸源自動物宿主。於一些具體實施例中,該動物宿主為哺乳動物宿主。於一些具體實施例中,該樣本中含有哺乳動物宿主核酸及源自該哺乳動物宿主中病原體的核酸。於一些具體實施例中,該樣本獲自人類宿主,並且包括人類宿主核酸和非人類核酸。In at least one embodiment of the present disclosure, the non-target cell belongs to a eukaryotic host, such as an animal host. In some embodiments, the non-target nucleic acid is derived from an animal host. In some embodiments, the animal host is a mammalian host. In some embodiments, the sample contains mammalian host nucleic acid and nucleic acid derived from a pathogen in the mammalian host. In some embodiments, the sample is obtained from a human host and includes human host nucleic acid and non-human nucleic acid.
於本揭露的至少一具體實施例中,該樣本可為環境樣本,諸如灰塵、土壤、水、空氣、人工水系統或食物樣本。於一些具體實施例中,該樣本可為獲自患有或疑似患有傳染病的宿主的生物樣本。於一些具體實施例中,該傳染病包括,但不限於,菌血症、敗血症及肺炎。In at least one embodiment of the present disclosure, the sample may be an environmental sample, such as dust, soil, water, air, artificial water system or food sample. In some embodiments, the sample may be a biological sample obtained from a host suffering from or suspected of suffering from an infectious disease. In some embodiments, the infectious disease includes, but is not limited to, bacteremia, sepsis and pneumonia.
於本揭露的至少一具體實施例中,亦提供一種鑑定樣本中目標微生物及/或抗藥基因的檢測系統,該檢測系統包括:細胞裂解單元,用以裂解該樣本中的非目標細胞,其中,該目標微生物與該非目標細胞源自不同物種;目標核酸富集單元,其包含固相式核酸吸附裝置,用以移除經細胞裂解後的該非目標細胞的核酸,從而富集該樣本中的該目標微生物的核酸;定序編碼單元,用以對該樣本中該目標微生物的該核酸的序列進行解碼;以及序列分析比對單元,其與該定序編碼單元連接,用以接受該定序編碼單元所產生的解碼數據,並將該解碼數據與微生物基因資料庫及/或抗藥基因資料庫進行比對,以取得該目標微生物及/或抗藥基因的鑑定結果。In at least one specific embodiment of the present disclosure, a detection system for identifying target microorganisms and/or drug-resistant genes in a sample is also provided, the detection system comprising: a cell lysis unit for lysing non-target cells in the sample, wherein the target microorganism and the non-target cells are derived from different species; a target nucleic acid enrichment unit comprising a solid-phase nucleic acid adsorption device for removing nucleic acids from the non-target cells after cell lysis, thereby enriching the target nucleic acid; The nucleic acid of the target microorganism in the sample; a sequencing coding unit for decoding the sequence of the nucleic acid of the target microorganism in the sample; and a sequence analysis and comparison unit, which is connected to the sequencing coding unit, for receiving the decoded data generated by the sequencing coding unit and comparing the decoded data with a microbial gene database and/or a drug-resistant gene database to obtain the identification result of the target microorganism and/or the drug-resistant gene.
於本揭露的至少一具體實施例中,該固相式核酸吸附裝置包含固相吸附劑,以及該細胞裂解單元包含非離子性界面活性劑。於一些具體實施例中,該非目標細胞的裂解在鹼性環境下進行。於一些具體實施例中,本揭露所使用的固相吸附劑不包含抗體。於一些具體實施例中,該固相式核酸吸附裝置不包括基於抗體-抗原原理以吸附或移除樣本中的非目標核酸或游離核酸。In at least one embodiment of the present disclosure, the solid-phase nucleic acid adsorption device comprises a solid-phase adsorbent, and the cell lysis unit comprises a non-ionic surfactant. In some embodiments, the lysis of the non-target cells is performed in an alkaline environment. In some embodiments, the solid-phase adsorbent used in the present disclosure does not comprise an antibody. In some embodiments, the solid-phase nucleic acid adsorption device does not include an antibody-antigen principle to adsorb or remove non-target nucleic acids or free nucleic acids in the sample.
於本揭露的至少一具體實施例中,該目標微生物選自由細菌、病毒、真菌、藻類、原生動物、病原體、寄生蟲及其任意組合所組成的群組,以及該非目標細胞屬於真核生物宿主。In at least one embodiment of the present disclosure, the target microorganism is selected from the group consisting of bacteria, viruses, fungi, algae, protozoa, pathogens, parasites, and any combination thereof, and the non-target cell belongs to a eukaryotic host.
於本揭露的至少一具體實施例中,該檢測系統進一步包括目標微生物擴增單元,用以使該樣本中的該目標微生物及其核酸的數量增加。於一些具體實施例中,該目標微生物擴增單元包括血液培養裝置。In at least one embodiment of the present disclosure, the detection system further includes a target microorganism expansion unit for increasing the quantity of the target microorganism and its nucleic acid in the sample. In some embodiments, the target microorganism expansion unit includes a blood culture device.
於本揭露的至少一具體實施例中,該定序編碼單元為次世代定序平台、高通量定序平台、奈米孔定序(Nanopore sequencing)平台、PacBio定序平台及桑格定序平台中的至少一者。In at least one specific embodiment of the present disclosure, the sequencing encoding unit is at least one of a next-generation sequencing platform, a high-throughput sequencing platform, a nanopore sequencing platform, a PacBio sequencing platform, and a Sanger sequencing platform.
於本揭露的至少一具體實施例中,該待比對的該解碼數據透過微生物種類比對軟體及/或微生物抗藥基因種類判讀軟體執行以下程序,以辨識微生物種類、抗藥基因及/或預測抗微生物藥物的抗藥性(antimicrobial resistance,AMR):獲取待比對的該解碼數據中預設長度序列的索引值;校正及組裝微生物基因組與細菌質體序列;根據該索引值從參考基因序列中讀取對應的比對序列;以及判斷該待比對的解碼數據和該比對序列是否相同以產生判斷結果。In at least one specific embodiment of the present disclosure, the decoded data to be compared is subjected to the following procedures through microbial species comparison software and/or microbial drug resistance gene species determination software to identify microbial species, drug resistance genes and/or predict antimicrobial resistance (AMR): obtaining an index value of a sequence of a preset length in the decoded data to be compared; correcting and assembling microbial genome and bacterioblastic sequences; reading a corresponding comparison sequence from a reference gene sequence according to the index value; and determining whether the decoded data to be compared and the comparison sequence are identical to generate a determination result.
於本揭露的至少一具體實施例中,該序列分析比對單元進一步用以分析該目標微生物所攜帶的抗藥基因,例如,抗微生物藥物抗藥基因。於一些具體實施例中,該序列分析比對單元進一步用以計算出包含有效比對序列數、覆蓋率、覆蓋深度、相對豐度及離散程度中的至少一種參數,藉以取得該目標微生物的種類及/或其所攜帶的抗藥基因的鑑定結果。In at least one embodiment of the present disclosure, the sequence analysis and alignment unit is further used to analyze the drug resistance gene carried by the target microorganism, for example, the antimicrobial drug resistance gene. In some embodiments, the sequence analysis and alignment unit is further used to calculate at least one parameter including the number of effective alignment sequences, coverage, coverage depth, relative abundance and dispersion, so as to obtain the identification result of the type of the target microorganism and/or the drug resistance gene carried by it.
於本揭露的至少一具體實施例中,該定序編碼單元產生該目標微生物的基因組大小的至少20倍的基因組覆蓋深度的解碼數據。於一些具體實施例中,以該定序編碼單元於例如15分鐘內所產生的解碼數據或該目標微生物的基因組大小至少1倍的基因組覆蓋深度的解碼數據,用以比對占全體讀序1%以上的微生物族群的分佈比例,作為該樣本中該目標微生物的相對豐度的依據。於一些具體實施例中,該序列分析比對單元進一步用以(例如在6小時內)鑑定該目標微生物的質體上的完整抗藥基因亞型種類與數量以及染色體上的突變位點,從而預測該目標微生物對於抗微生物藥物的抗藥性。In at least one embodiment of the present disclosure, the sequencing coding unit generates decoded data with a genome coverage depth of at least 20 times the genome size of the target microorganism. In some embodiments, the decoded data generated by the sequencing coding unit within, for example, 15 minutes or the decoded data with a genome coverage depth of at least 1 times the genome size of the target microorganism is used to compare the distribution ratio of microbial populations accounting for more than 1% of the total reads as a basis for the relative abundance of the target microorganism in the sample. In some embodiments, the sequence analysis and comparison unit is further used to identify (for example within 6 hours) the types and quantities of complete drug resistance gene subtypes on the plasmid of the target microorganism and the mutation sites on the chromosome, thereby predicting the resistance of the target microorganism to antimicrobial drugs.
於本揭露的至少一具體實施例中,亦提供上述檢測系統的使用方法,包括:提供含有不同物種或源自不同物種的目標微生物和非目標細胞的樣本;藉由該細胞裂解單元,使該樣本中該非目標細胞裂解;藉由該目標核酸富集單元,移除經細胞裂解後的該非目標細胞的核酸,從而富集該樣本中的該目標微生物的核酸;藉由該定序編碼單元,對該目標微生物的該核酸進行定序;以及藉由該序列分析比對單元,取得該目標微生物及/或其所攜帶的抗藥基因的鑑定結果。In at least one specific embodiment of the present disclosure, a method for using the above-mentioned detection system is also provided, including: providing a sample containing target microorganisms and non-target cells of different species or originating from different species; lysing the non-target cells in the sample by the cell lysis unit; removing the nucleic acids of the non-target cells after cell lysis by the target nucleic acid enrichment unit, thereby enriching the nucleic acids of the target microorganism in the sample; sequencing the nucleic acids of the target microorganism by the sequencing encoding unit; and obtaining the identification results of the target microorganism and/or the drug-resistant genes carried by it by the sequence analysis and comparison unit.
於本揭露的至少一具體實施例中,該細胞裂解單元透過添加非離子性界面活性劑至該樣本中,以裂解該非目標細胞。於一些具體實施例中,該目標核酸富集單元透過使固相吸附劑與該樣本接觸,並將結合有該非目標細胞的核酸及/或樣本中游離核酸的固相吸附劑移除,以富集該目標微生物的核酸。In at least one embodiment of the present disclosure, the cell lysis unit lyses the non-target cells by adding a non-ionic surfactant to the sample. In some embodiments, the target nucleic acid enrichment unit enriches the nucleic acid of the target microorganism by bringing a solid phase adsorbent into contact with the sample and removing the solid phase adsorbent bound to the nucleic acid of the non-target cells and/or the free nucleic acid in the sample.
於本揭露的至少一具體實施例中,另提供一種用於鑑定目標微生物及/或抗藥基因的方法,包括:提供經前述方法所富集的該目標核酸,其中,經富集的該目標核酸具有至少2,000個核苷酸的長度;藉由定序檢測對經富集的該目標核酸的序列進行解碼,以取得解碼數據;以及將該解碼數據與微生物基因資料庫及/或抗藥基因資料庫進行比對,以取得該目標微生物及/或其所攜帶的該抗藥基因的鑑定結果。In at least one specific embodiment of the present disclosure, a method for identifying a target microorganism and/or a drug-resistant gene is further provided, comprising: providing the target nucleic acid enriched by the aforementioned method, wherein the enriched target nucleic acid has a length of at least 2,000 nucleotides; decoding the sequence of the enriched target nucleic acid by sequencing detection to obtain decoding data; and comparing the decoding data with a microbial gene database and/or a drug-resistant gene database to obtain an identification result of the target microorganism and/or the drug-resistant gene it carries.
於本揭露的至少一具體實施例中,亦提供一種用於鑑定生物樣本中的病原體的方法。於一些具體實施例中,本揭露的方法包括:提供來自感染或疑似感染病原體的個體的生物樣本;添加非離子性界面活性劑至該生物樣本中,並在鹼性條件下培育;使該生物樣本與固相吸附劑接觸,以結合源自該個體的非目標核酸;移除該固相吸附劑,從而富集該生物樣本中的病原體核酸;以及藉由定序檢測對經富集的病原體核酸進行定序。於一些具體實施例中,該固相吸附劑進一步結合該樣本中所含有的游離核酸。In at least one embodiment of the present disclosure, a method for identifying a pathogen in a biological sample is also provided. In some embodiments, the method of the present disclosure includes: providing a biological sample from an individual infected or suspected of being infected with a pathogen; adding a non-ionic surfactant to the biological sample and incubating under alkaline conditions; contacting the biological sample with a solid phase adsorbent to bind non-target nucleic acids from the individual; removing the solid phase adsorbent to enrich the pathogen nucleic acid in the biological sample; and sequencing the enriched pathogen nucleic acid by sequencing. In some embodiments, the solid phase adsorbent further binds free nucleic acids contained in the sample.
於本揭露的至少一具體實施例中,該生物樣本選自由血液、血清、血漿、尿液、痰液、唾液、腦脊液、間質液、黏液、汗液、糞便萃取物、糞便、滑液、眼淚、精液、腹膜液、乳頭抽吸液、乳汁、陰道液及其任意組合所組成的群組。In at least one embodiment of the present disclosure, the biological sample is selected from the group consisting of blood, serum, plasma, urine, sputum, saliva, cerebrospinal fluid, interstitial fluid, mucus, sweat, fecal extract, feces, synovial fluid, tears, semen, peritoneal fluid, nipple aspirate, milk, vaginal fluid, and any combination thereof.
於本揭露的至少一具體實施例中,基於該生物樣本中目標核酸的量而定,本揭露所提供的方法視需要包括在添加該非離子性界面活性劑之前,先擴增該生物樣本中的微生物、病原體、目標核酸及/或病原體的核酸。舉例而言,該生物樣本源自於患有敗血症的患者,且為已先進行血液培養的血液樣本。於一些具體實施例中,適用於本揭露方法的樣本為經過連續性監測血液培養系統認定為陽性的血液培養樣本(如使用革蘭氏染色法證實出現微生物的血液樣本)。於一些具體實施例中,本揭露所提供的方法進一步包括從血液樣本中移除紅血球。In at least one embodiment of the present disclosure, based on the amount of target nucleic acid in the biological sample, the method provided by the present disclosure optionally includes amplifying the microorganism, pathogen, target nucleic acid and/or nucleic acid of the pathogen in the biological sample before adding the non-ionic surfactant. For example, the biological sample is derived from a patient with sepsis and is a blood sample that has been cultured. In some embodiments, the sample suitable for the method of the present disclosure is a blood culture sample that is identified as positive by a continuous monitoring blood culture system (such as a blood sample that uses Gram staining to confirm the presence of microorganisms). In some embodiments, the method provided by the present disclosure further includes removing red blood cells from the blood sample.
於本揭露的至少一具體實施例中,該定序檢測選自由次世代定序檢測、高通量定序檢測、奈米孔定序檢測、PacBio定序檢測、桑格定序檢測及其任意組合所組成的群組。於一些具體實施例中,該定序檢測可為奈米孔定序檢測。In at least one embodiment of the present disclosure, the sequencing assay is selected from the group consisting of a next-generation sequencing assay, a high-throughput sequencing assay, a nanopore sequencing assay, a PacBio sequencing assay, a Sanger sequencing assay, and any combination thereof. In some embodiments, the sequencing assay may be a nanopore sequencing assay.
於本揭露的至少一具體實施例中,藉由本揭露提供的方法所富集的目標核酸或病原體的核酸具有至少2,000個核苷酸(nt)的長度。舉例而言,待定序的經富集目標核酸或經富集病原體核酸具有至少2,000 nt、至少2,500 nt、至少3,000 nt、至少3,500 nt、至少4,000 nt、至少4,500 nt、至少5,000 nt、至少5,500 nt、至少6,000 nt、至少6,500 nt或至少7,000 nt的長度。In at least one embodiment of the present disclosure, the target nucleic acid or pathogen nucleic acid enriched by the method provided by the present disclosure has a length of at least 2,000 nucleotides (nt). For example, the enriched target nucleic acid or enriched pathogen nucleic acid to be sequenced has a length of at least 2,000 nt, at least 2,500 nt, at least 3,000 nt, at least 3,500 nt, at least 4,000 nt, at least 4,500 nt, at least 5,000 nt, at least 5,500 nt, at least 6,000 nt, at least 6,500 nt, or at least 7,000 nt.
於本揭露的至少一具體實施例中,本揭露所提供的方法導致最初包含在生物樣本中的目標核酸或病原體的核酸富集至少10倍。舉例而言,該方法導致最初包含在生物樣本中的目標核酸或病原體的核酸富集至少10倍、至少10 2倍、至少10 3倍、至少10 4倍或至少10 5倍。於一些具體實施例中,藉由本揭露所提供的富集方法,基於其中的核酸總量計,目標核酸或病原體的核酸佔50%以上,例如55%以上、60%以上、65%以上、70%以上、75%以上、80%以上、85%以上、90%以上、95%以上及99%以上。 In at least one embodiment of the present disclosure, the method provided by the present disclosure results in an enrichment of the target nucleic acid or the nucleic acid of the pathogen initially contained in the biological sample by at least 10 times. For example, the method results in an enrichment of the target nucleic acid or the nucleic acid of the pathogen initially contained in the biological sample by at least 10 times, at least 10 2 times, at least 10 3 times, at least 10 4 times, or at least 10 5 times. In some embodiments, by the enrichment method provided by the present disclosure, based on the total amount of nucleic acid therein, the nucleic acid of the target nucleic acid or the pathogen accounts for more than 50%, such as more than 55%, more than 60%, more than 65%, more than 70%, more than 75%, more than 80%, more than 85%, more than 90%, more than 95%, and more than 99%.
於本揭露的至少一具體實施例中,本揭露所提供的方法進一步包括在定序之前,從該生物樣本中萃取經富集的病原體核酸。於一些具體實施例中,本揭露所提供的方法進一步包括基於定序結果,以鑑定該病原體所攜帶的抗藥基因。於一些具體實施例中,鑑定抗藥基因為以病原體基因組大小的至少20倍(例如至少25倍、至少30倍、至少40倍、至少50倍、至少60倍及至少70倍)的基因組覆蓋深度進行。In at least one embodiment of the present disclosure, the method provided by the present disclosure further includes extracting the enriched pathogen nucleic acid from the biological sample before sequencing. In some embodiments, the method provided by the present disclosure further includes identifying the drug resistance gene carried by the pathogen based on the sequencing results. In some embodiments, the identification of drug resistance genes is performed at a genome coverage depth of at least 20 times (e.g., at least 25 times, at least 30 times, at least 40 times, at least 50 times, at least 60 times, and at least 70 times) the size of the pathogen genome.
於本揭露的至少一具體實施例中,本揭露的系統與方法可高效率地選擇性去除非目標核酸(例如宿主核酸)以萃取出高純度的病原體DNA,該DNA可用於進行快速定序並產生用於組裝病原體完整基因組的長序列讀序。因此,本揭露可用於消除非目標核酸的干擾以及加速和提升生物資訊學的分析,藉以提升鑑定病原體種類及其抗藥基因的效力。In at least one embodiment of the present disclosure, the system and method of the present disclosure can efficiently and selectively remove non-target nucleic acids (e.g., host nucleic acids) to extract high-purity pathogen DNA, which can be used for rapid sequencing and generate long sequence reads for assembling a complete genome of the pathogen. Therefore, the present disclosure can be used to eliminate the interference of non-target nucleic acids and accelerate and enhance bioinformatics analysis, thereby enhancing the effectiveness of identifying pathogen types and their drug resistance genes.
本說明書詳細地揭露一些具體實施例,以使所屬技術領域中具有通常知識者能夠基於本揭露而利用該等具體實施例。因具體實施例的許多步驟或特徵對所屬技術領域中具有通常知識者而言,基於本揭露將是顯而易見的,故並未詳細討論具體實施例的所有步驟或特徵。This specification discloses some specific embodiments in detail so that a person with ordinary knowledge in the art can utilize the specific embodiments based on this disclosure. Because many steps or features of the specific embodiments will be obvious to a person with ordinary knowledge in the art based on this disclosure, all steps or features of the specific embodiments are not discussed in detail.
如本揭露中所使用,單數形式「一」及「該」除非本文中另有說明,否則包括多數個體。如本揭露中所使用,術語「及」除非另有說明,否則旨在包含於內。如本文中所使用,術語「或」除非本文中另有說明,否則通常以包括「及/或」的含義使用。As used in this disclosure, the singular forms "a," "an," and "the" include plural forms unless the context indicates otherwise. As used in this disclosure, the term "and" is intended to be inclusive unless the context indicates otherwise. As used herein, the term "or" is generally used in its sense including "and/or" unless the context indicates otherwise.
如本文中所使用,術語「約」意為所指明的特性、組成、量、值或參數的偏差程度,諸如基於實驗誤差、測量誤差、近似誤差、計算誤差、平均值的標準偏差、例行微調等。As used herein, the term "about" means the degree of deviation of a specified property, composition, amount, value or parameter, such as based on experimental error, measurement error, approximate error, calculation error, standard deviation of the mean, routine fine-tuning, etc.
如本文中所使用,術語「包括」、「具有」、「包含」及「含有」除非另有說明,否則解釋為開放式術語(亦即,意指「包含但不限於」)。As used herein, the terms "comprising," "having," "including," and "containing" are to be construed as open-ended terms (ie, meaning "including, but not limited to,") unless otherwise noted.
本揭露涉及一種用於富集樣本(例如來自患有或疑似患有傳染病的個體的生物樣本)中目標核酸的方法。於至少一具體實施例中,該樣本包括源自宿主的非目標核酸和源自非宿主來源的目標核酸。於至少一具體實施例中,該方法提高樣本中目標核酸相對於非目標核酸的比率至少10倍。The present disclosure relates to a method for enriching a target nucleic acid in a sample (e.g., a biological sample from an individual suffering from or suspected of suffering from an infectious disease). In at least one embodiment, the sample includes non-target nucleic acids derived from a host and target nucleic acids derived from a non-host source. In at least one embodiment, the method increases the ratio of target nucleic acids to non-target nucleic acids in the sample by at least 10 times.
如本文中所使用,術語「患者」、「宿主」及「個體」可互換使用。術語「個體」意指人類或動物。個體的實例包括,但不限於,人類、猴、小鼠、大鼠、土撥鼠、雪貂、兔、倉鼠、牛、馬、豬、鹿、狗、貓、狐狸、狼、雞、鴯鶓、鴕鳥及魚。於一些具體實施例中,該個體為哺乳動物,例如靈長類動物,諸如人類。As used herein, the terms "patient", "host" and "subject" are used interchangeably. The term "subject" means a human or an animal. Examples of subjects include, but are not limited to, humans, monkeys, mice, rats, woodchucks, ferrets, rabbits, hamsters, cows, horses, pigs, deer, dogs, cats, foxes, wolves, chickens, ducks, ostriches and fish. In some embodiments, the subject is a mammal, such as a primate, such as a human.
如本文中所使用,術語「生物樣本」意指將透過本文所述的任何方法處理或分析的樣本,其可為從待檢測個體獲得的任何類型的樣本。本文使用的生物樣本包括,但不限於:組織樣本(諸如組織切片及組織的穿刺切片);細胞樣本(例如,細胞學塗片(諸如巴氏塗片或血液塗片)或透過顯微切割獲得的細胞樣本);整個生物體的樣本(諸如酵母或細菌樣本);或細胞分液、片段或胞器(諸如透過裂解細胞並透過離心或其他方式分離其成分而獲得者)。生物樣本的其他實例包括,但不限於,體液樣本,諸如血液、血清、血漿、尿液、痰液、唾液、腦脊液、間質液、黏液、汗液、糞便萃取物、糞便、滑液、眼淚、精液、腹膜液、乳頭抽吸液、乳汁、陰道液或其任意組合。於一些具體實施例中,該血液樣本可為全血或其分液,例如血清或血漿,透過肝素化或EDTA處理以避免血液凝固。As used herein, the term "biological sample" means a sample to be processed or analyzed by any of the methods described herein, which can be any type of sample obtained from an individual to be tested. Biological samples used herein include, but are not limited to: tissue samples (such as tissue sections and tissue puncture sections); cell samples (e.g., cytological smears (such as Pap smears or blood smears) or cell samples obtained by microdissection); samples of whole organisms (such as yeast or bacterial samples); or cell fractions, fragments or organelles (such as those obtained by lysing cells and separating their components by centrifugation or other means). Other examples of biological samples include, but are not limited to, body fluid samples, such as blood, serum, plasma, urine, sputum, saliva, cerebrospinal fluid, interstitial fluid, mucus, sweat, fecal extract, feces, synovial fluid, tears, semen, peritoneal fluid, nipple aspirate, breast milk, vaginal fluid, or any combination thereof. In some embodiments, the blood sample can be whole blood or a fraction thereof, such as serum or plasma, treated with heparin or EDTA to prevent blood clotting.
本揭露的方法包括添加非離子性界面活性劑(例如皂素)至樣本中,例如包括宿主核酸和非宿主核酸的生物樣本。於至少一具體實施例中,宿主核酸及非宿主核酸分別包含在源自宿主及非宿主來源的細胞或顆粒中。於至少一具體實施例中,非離子性界面活性劑選擇性地引起宿主細胞及其內膜的裂解,並釋放宿主核酸,使得宿主核酸可以部分或完全地結合至固相吸附劑。非宿主細胞或顆粒(例如病原體)內的核酸基本上保持完整,而不會從生物樣本中被顯著地去除,因此隨後可收集這些核酸,並透過如定序的方式進行分析。透過本文所述的任何方法處理或分析的非宿主核酸具有足夠長的平均長度而可鑑定;亦即,因此可確定該非宿主核酸的序列及/或生物學來源。於至少一具體實施例中,透過本文所述的方法富集的非宿主核酸可各自具有至少2,000個核苷酸的長度。The method disclosed herein includes adding a non-ionic surfactant (e.g., saponin) to a sample, such as a biological sample including host nucleic acids and non-host nucleic acids. In at least one embodiment, the host nucleic acids and non-host nucleic acids are contained in cells or particles derived from host and non-host sources, respectively. In at least one embodiment, the non-ionic surfactant selectively causes lysis of host cells and their inner membranes, and releases the host nucleic acids so that the host nucleic acids can be partially or completely bound to a solid phase adsorbent. The nucleic acids in non-host cells or particles (e.g., pathogens) remain substantially intact and are not significantly removed from the biological sample, so these nucleic acids can be subsequently collected and analyzed by, for example, sequencing. The non-host nucleic acids processed or analyzed by any of the methods described herein have an average length long enough to be identifiable; that is, the sequence and/or biological source of the non-host nucleic acids can therefore be determined. In at least one embodiment, the non-host nucleic acids enriched by the methods described herein can each have a length of at least 2,000 nucleotides.
請參考圖1,其顯示本揭露的至少一具體實施例的檢測系統的示意圖。本揭露的檢測系統10包含細胞裂解單元100、目標核酸富集單元200、定序編碼單元300及序列分析比對單元400。細胞裂解單元100可包含容納樣本的容器101及朝向該容器101設置的非離子性界面活性劑102,其用以裂解該樣本中的非目標細胞,使非目標細胞的核酸自該細胞分離。舉例而言,自人體宿主所採集的待測血液樣本在經血液培養後,可透過三向抽取樣本系統從血液培養瓶中抽取至內含有非離子性界面活性劑的離心管中。Please refer to Figure 1, which shows a schematic diagram of a detection system of at least one specific embodiment of the present disclosure. The detection system 10 disclosed in the present disclosure includes a cell lysis unit 100, a target nucleic acid enrichment unit 200, a sequencing encoding unit 300, and a sequence analysis and comparison unit 400. The cell lysis unit 100 may include a container 101 for accommodating a sample and a non-ionic surfactant 102 disposed toward the container 101, which is used to lyse non-target cells in the sample so that the nucleic acid of the non-target cells is separated from the cells. For example, after blood culture, the blood sample to be tested collected from a human host can be extracted from a blood culture bottle into a centrifuge tube containing a non-ionic surfactant through a three-way sample extraction system.
於本揭露的至少一具體實施例中,目標核酸富集單元200可與細胞裂解單元100相連接,以接受經細胞裂解單元100處理後的細胞裂解樣本。目標核酸富集單元200可包含固相式核酸吸附裝置201及核酸萃取裝置202,該固相式核酸吸附裝置201包含固相吸附劑,用以吸附並移除經細胞裂解後的非目標細胞的核酸,從而富集該樣本中的目標微生物的核酸,而後再透過核酸萃取裝置202萃取目標微生物的核酸。舉例而言,請進一步參考圖2,可將固相吸附劑(例如含矽磁珠)添加至樣本中,以吸附樣本中游離的核酸,再經由移除裝置(例如磁座)或利用密度梯度不同來移除固相吸附劑,使樣本中僅留下目標微生物,而後進行目標微生物的核酸萃取。In at least one specific embodiment of the present disclosure, the target nucleic acid enrichment unit 200 can be connected to the cell lysis unit 100 to receive the cell lysis sample processed by the cell lysis unit 100. The target nucleic acid enrichment unit 200 can include a solid-phase nucleic acid adsorption device 201 and a nucleic acid extraction device 202. The solid-phase nucleic acid adsorption device 201 includes a solid-phase adsorbent for adsorbing and removing nucleic acids of non-target cells after cell lysis, thereby enriching the nucleic acids of the target microorganisms in the sample, and then the nucleic acids of the target microorganisms are extracted by the nucleic acid extraction device 202. For example, please refer to Figure 2, a solid phase adsorbent (such as silicon-containing magnetic beads) can be added to the sample to adsorb free nucleic acids in the sample, and then the solid phase adsorbent is removed by a removal device (such as a magnetic stand) or by using density gradient differences, so that only the target microorganisms remain in the sample, and then the nucleic acid of the target microorganism is extracted.
請再次參考圖1,於本揭露的至少一具體實施例中,定序編碼單元300可與核酸富集單元200相連接,以接受經目標核酸富集單元200處理後的目標微生物的核酸。於本揭露的至少一具體實施例中,定序編碼單元300可包含DNA文庫製備套組301及定序儀302,用以對該目標微生物的核酸序列進行解碼。於至少一具體實施例中,適用於本揭露檢測系統的定序儀包括,但不限於,Flongle定序儀及MinION定序儀。Please refer to FIG. 1 again. In at least one embodiment of the present disclosure, the sequencing encoding unit 300 can be connected to the nucleic acid enrichment unit 200 to receive the nucleic acid of the target microorganism after being processed by the target nucleic acid enrichment unit 200. In at least one embodiment of the present disclosure, the sequencing encoding unit 300 can include a DNA library preparation kit 301 and a sequencer 302 for decoding the nucleic acid sequence of the target microorganism. In at least one embodiment, the sequencer applicable to the detection system of the present disclosure includes, but is not limited to, a Flongle sequencer and a MinION sequencer.
於本揭露的至少一具體實施例中,序列分析比對單元400可與定序編碼單元300相連接,用以接受該定序編碼單元300所產生的解碼數據,其包含待比對序列(即目標微生物的核酸序列)中預設長度子序列的條碼(barcode)。此外,於本揭露的至少一具體實施例中,序列分析比對單元400可包含微生物鑑定模組401及抗藥基因鑑定模組402。於該微生物鑑定模組401中,該解碼數據與微生物基因資料庫進行比對,以取得該目標微生物的鑑定結果,而抗藥基因鑑定模組402則進一步根據該解碼數據分析該目標微生物所攜帶的抗藥基因。In at least one specific embodiment of the present disclosure, the sequence analysis and comparison unit 400 can be connected to the sequencing and coding unit 300 to receive the decoded data generated by the sequencing and coding unit 300, which includes the barcode of the preset length subsequence in the sequence to be compared (i.e., the nucleic acid sequence of the target microorganism). In addition, in at least one specific embodiment of the present disclosure, the sequence analysis and comparison unit 400 can include a microorganism identification module 401 and a drug resistance gene identification module 402. In the microorganism identification module 401, the decoded data is compared with the microorganism gene database to obtain the identification result of the target microorganism, and the drug resistance gene identification module 402 further analyzes the drug resistance gene carried by the target microorganism based on the decoded data.
於本揭露的一些具體實施例中,當判斷該解碼數據及微生物基因資料庫的參考序列是否相同時,可根據該解碼數據的條碼從參考序列中讀取對應的待比對序列,再將待比對序列及參考序列中的鹼基對逐一比對,判斷待比對序列及參考序列中的鹼基是否對應相同。當判斷結果為相同時,則將索引值(index)作為待比對序列的位置資訊;當判斷結果為不同時,則判定待比對序列中存在插入或缺失的鹼基對。於至少一具體實施例中,適用於本揭露檢測系統的微生物基因資料庫包括Centrifuge及Karken2,其等為用以比對包含細菌、病毒、真菌、寄生蟲等的臨床病原資料庫,但不以此為限。In some specific embodiments of the present disclosure, when determining whether the decoded data and the reference sequence of the microbial gene database are identical, the corresponding sequence to be compared can be read from the reference sequence according to the barcode of the decoded data, and then the base pairs in the sequence to be compared and the reference sequence are compared one by one to determine whether the bases in the sequence to be compared and the reference sequence correspond to each other. When the result of the determination is identical, the index value is used as the position information of the sequence to be compared; when the result of the determination is different, it is determined that there are inserted or deleted base pairs in the sequence to be compared. In at least one specific embodiment, the microbial gene database applicable to the detection system disclosed herein includes Centrifuge and Karken2, which are clinical pathogen databases used to compare bacteria, viruses, fungi, parasites, etc., but are not limited thereto.
於本揭露的一些具體實施例中,用於進行物種序列比對的資料庫包括病原體基因組資料庫與病原文獻資料庫,原始來源可為公用資料庫,例如國家生物技術資訊中心(National Center for Biotechnology Information,NCBI)。目前,微生物基因資料庫的參考序列總計有細菌與古細菌共5,527種、病毒1,677種、真菌5,523種和寄生蟲865種,亦包含62,602種真核生物等共計69,836種物種。In some specific embodiments of the present disclosure, the database used for species sequence comparison includes a pathogen genome database and a pathogen literature database, and the original source can be a public database, such as the National Center for Biotechnology Information (NCBI). Currently, the reference sequences of the microbial gene database include 5,527 species of bacteria and archaea, 1,677 species of viruses, 5,523 species of fungi, and 865 species of parasites, and also include 62,602 species of eukaryotes, totaling 69,836 species.
於本揭露的一些具體實施例中,用於進行抗藥基因比對的資料庫包括抗藥基因體資料庫Resfinder 4.0(Center for Genomic Epidemiology,DTU,丹麥)。目前,抗藥基因資料庫的參考序列總計在質體上有2,690種抗藥基因和染色體上有266種抗藥基因的變異位點,以及包含57種可預測微生物抗藥性的藥物。In some specific embodiments of the present disclosure, the database used for drug resistance gene comparison includes the drug resistance gene database Resfinder 4.0 (Center for Genomic Epidemiology, DTU, Denmark). Currently, the reference sequence of the drug resistance gene database has a total of 2,690 drug resistance genes on plastids and 266 drug resistance gene variant sites on chromosomes, and contains 57 drugs that can predict microbial resistance.
再請參考圖3,其顯示本揭露的至少一具體實施例中檢測系統的運作流程,主要包括步驟S1至S4,分別為細胞裂解(S1)、目標核酸富集(S2)、定序編碼(S3)及序列分析比對(S4),各自分別說明如下:Please refer to FIG. 3 , which shows the operation process of the detection system in at least one specific embodiment of the present disclosure, mainly including steps S1 to S4, which are cell lysis (S1), target nucleic acid enrichment (S2), sequencing encoding (S3) and sequence analysis and comparison (S4), respectively, and each is described as follows:
細胞裂解(S1)包括於自環境或宿主所採集的待測樣本中添加非離子性界面活性劑,以將樣本中的非目標細胞裂解;Cell lysis (S1) involves adding a non-ionic surfactant to a sample collected from the environment or host to lyse non-target cells in the sample;
目標核酸富集(S2)包括使用固相吸附劑結合非目標細胞的核酸,並於移除該固相吸附劑後,萃取樣本中的目標核酸;Target nucleic acid enrichment (S2) involves using a solid phase adsorbent to bind nucleic acids from non-target cells and then extracting the target nucleic acids from the sample after removing the solid phase adsorbent;
定序編碼(S3)包括使用文庫製備套組建構定序文庫,並搭配定序儀進行定序,進而利用鹼基辨識程式產生解碼數據;以及Sequencing encoding (S3) includes constructing a sequencing library using a library preparation kit, sequencing it using a sequencer, and then generating decoding data using a base identification program; and
序列分析比對(S4)包括將該解碼數據與微生物基因資料庫及/或抗藥基因資料庫進行比對,以取得目標微生物及/或抗藥基因的鑑定結果。Sequence analysis and comparison (S4) includes comparing the decoded data with a microbial gene database and/or a drug-resistant gene database to obtain identification results of the target microorganism and/or drug-resistant gene.
本揭露使用的材料和其他方法流程詳細描述於下文。The materials and other methods and procedures used in this disclosure are described in detail below.
(1)宿主核酸的固相式吸附(1) Solid-phase adsorption of host nucleic acids
當BACTEC(BD)系統中的血液培養物的培育被標記為陽性時,取2 mL血液培養液於室溫下與1× 紅血球裂解緩衝液反應5分鐘,以去除血液中的紅血球。隨後,將經反應的溶液以3,000 × g離心10分鐘以初步清除碎片。將上清液丟棄後,以250 μL的磷酸鹽緩衝液(phosphate buffered saline,PBS)重新懸浮團塊(pellet)。接著,在懸浮液中加入1 mL的非離子界面活性劑(例如皂素、吐溫(Tween)、曲拉通(Triton)、聚氧乙烯(10)油基醚、多元醇、聚氧乙烯-聚氧丙烯、聚氧乙烯醚、烷基乙醇醯胺、葡萄糖苷、脂肪醇等),以5%的皂素添加至懸浮液為例,最終濃度達2.2%。於室溫下培育10分鐘後,以6,000 × g離心5分鐘後丟棄上清液,再以200 μL的磷酸鹽緩衝液重新懸浮團塊。於懸浮液中加入100 μL的固相可逆固定化(solid-phase reversible immobilization,SPRI)磁珠,然後移液5分鐘。靜置於磁座後收集上清液。將上清液以3,000 × g離心3分鐘後,以200 μL的磷酸鹽緩衝液重新懸浮團塊。When the blood culture in the BACTEC (BD) system was marked as positive, 2 mL of the blood culture was reacted with 1× red blood cell lysis buffer at room temperature for 5 minutes to remove red blood cells from the blood. Subsequently, the reacted solution was centrifuged at 3,000 × g for 10 minutes to initially remove debris. After discarding the supernatant, the pellet was resuspended with 250 μL of phosphate buffered saline (PBS). Next, add 1 mL of non-ionic surfactant (e.g. saponin, Tween, Triton, polyoxyethylene (10) oleyl ether, polyol, polyoxyethylene-polyoxypropylene, polyoxyethylene ether, alkylethanolamide, glucosides, fatty alcohols, etc.) to the suspension. For example, if 5% saponin is added to the suspension, the final concentration is 2.2%. After incubation at room temperature for 10 minutes, centrifuge at 6,000 × g for 5 minutes, discard the supernatant, and resuspend the pellet with 200 μL of phosphate buffer. Add 100 μL of solid-phase reversible immobilization (SPRI) magnetic beads to the suspension, and then pipette for 5 minutes. Collect the supernatant after standing on a magnetic stand. The supernatant was centrifuged at 3,000 × g for 3 min and the pellet was resuspended in 200 μL of phosphate buffer.
(2)細菌DNA的萃取(2) Extraction of bacterial DNA
為了從經預處理的團塊中萃取用於奈米孔定序的細菌DNA,採用市售套組並大致上參酌Qiagen手冊中QIAamp血液及組織基因組DNA所描述的流程,但改善溶菌酶(lysozyme)和溶葡萄球菌素(lysostaphin)流程,以減少處理步驟和周轉時間。溶菌酶和溶葡萄球菌素被推薦用於革蘭氏陽性菌和「難裂解」細菌的DNA萃取。此兩種酶均會破壞肽聚醣細胞壁,進而導致裂解。此外,溶菌酶會水解N-乙醯胞壁酸及N-乙醯葡萄糖胺之間的糖苷鍵,而溶葡萄球菌素會破壞葡萄球菌細胞壁中五甘胺酸橋(pentaglycine bridge)的甘胺酸-甘胺酸鍵。由於細胞壁結構的差異,葡萄球菌細胞壁對溶菌酶具有抗性,因此使用溶葡萄球菌素,而非溶菌酶,方可從金黃色葡萄球菌中產生足夠的DNA。To extract bacterial DNA from the pre-treated pellet for nanopore sequencing, a commercially available kit was used that followed the procedure described in the Qiagen manual for QIAamp Genomic DNA from Blood and Tissue, but with modifications to the lysozyme and lysostaphin procedures to reduce the number of processing steps and turnaround time. Lysozyme and lysostaphin are recommended for DNA extraction from Gram-positive and "difficult to lyse" bacteria. Both enzymes disrupt the peptidoglycan cell wall, resulting in lysis. In addition, lysozyme hydrolyzes the glycosidic bond between N-acetylmuramic acid and N-acetylglucosamine, while lysostaphin breaks the glycine-glycine bond of the pentaglycine bridge in the staphylococcal cell wall. Due to differences in the cell wall structure, the staphylococcal cell wall is resistant to lysozyme, so lysostaphin is used instead of lysozyme to produce sufficient DNA from S. aureus.
萃取DNA後,以SPRI磁珠去除較短的DNA片段及清除聚合酶連鎖反應(polymerase chain reaction,PCR)抑制物與定序反應抑制物。使用Qubit Broad Range雙股DNA(dsDNA)定量套組及Qubit螢光計評估DNA濃度,定量範圍為2至1,000 ng/μL。使用NanoDrop分光光度計評估DNA純度及污染程度。建議的樣本純度為A 260/A 230> 2.0及A 260/A 280> 1.8。 After DNA extraction, SPRI magnetic beads were used to remove shorter DNA fragments and polymerase chain reaction (PCR) inhibitors and sequencing reaction inhibitors. DNA concentration was assessed using the Qubit Broad Range double-stranded DNA (dsDNA) quantification kit and Qubit fluorimeter, with a quantification range of 2 to 1,000 ng/μL. DNA purity and contamination were assessed using a NanoDrop spectrophotometer. The recommended sample purity is A 260 /A 230 > 2.0 and A 260 /A 280 > 1.8.
(3)用於奈米孔定序的文庫製備(3) Library preparation for nanopore sequencing
將每個經萃取的DNA樣本調整成80 ng/μL,吸取5 μL的樣本(約400 ng)加上2.5 μL的水,使總體積為7.5 μL。將Oxford Nanopore公司所開發的Rapid Barcoding套組(SQK-RBK004)取出置於離心管架上於室溫下溶解,充分震盪後短暫離心並置於冰盒上備用。Each extracted DNA sample was adjusted to 80 ng/μL, 5 μL of the sample (about 400 ng) was pipetted and added with 2.5 μL of water to make the total volume 7.5 μL. The Rapid Barcoding Kit (SQK-RBK004) developed by Oxford Nanopore was taken out and placed on a centrifuge tube rack to dissolve at room temperature, and after sufficient shaking, the tube was briefly centrifuged and placed on an ice box for later use.
在0.2 mL的離心管中分別加入總體積為7.5 μL的樣本與2.5 μL的標籤條碼接頭1至96、定序接頭及動力蛋白。在連接標籤條碼接頭的過程中,連續96個樣本內不能重複使用同一個標籤條碼接頭。Add 7.5 μL of sample and 2.5 μL of barcode adapters 1 to 96, sequencing adapter, and kinesin to a 0.2 mL centrifuge tube. When connecting the barcode adapters, the same barcode adapter cannot be used repeatedly for 96 consecutive samples.
接著,將樣本置於聚合酶連鎖反應(polymerase chain reaction,PCR)機器,進行30℃、1分鐘與80℃、1分鐘的反應,而後置於冰盒上,將所有已標籤完成的樣本混合。以Agencourt AMPure XP磁珠進行DNA純化。磁珠使用前須先手搖使其混合均勻,取60 μL的磁珠加入前一個步驟的反應液,並以指尖輕彈管壁混合均勻後放置於混合儀(mixer)中,翻轉混合5分鐘。之後,將離心管置於磁座上10分鐘,待磁珠完全吸附後取出管內的反應液,並以200 μL的70%酒精清洗磁珠2次。之後再以25 μL不含DNA酶的純水打散磁珠,使DNA溶於水中,並利用磁座再次吸附及移除磁珠,以獲得純化的DNA文庫。Next, place the sample in a polymerase chain reaction (PCR) machine for 30°C for 1 minute and 80°C for 1 minute, then place it on an ice box to mix all labeled samples. DNA purification was performed using Agencourt AMPure XP magnetic beads. The magnetic beads must be shaken by hand before use to mix them evenly. Take 60 μL of magnetic beads and add them to the reaction solution of the previous step. After lightly flicking the tube wall with your fingertips to mix evenly, place it in a mixer and mix it by inversion for 5 minutes. After that, place the centrifuge tube on the magnetic stand for 10 minutes. After the magnetic beads are completely adsorbed, remove the reaction solution in the tube and wash the magnetic beads twice with 200 μL of 70% alcohol. Then, the magnetic beads were dispersed with 25 μL of pure water without DNase to dissolve the DNA in water, and the magnetic beads were adsorbed and removed again using a magnetic stand to obtain a purified DNA library.
(4)奈米孔定序數據分析(4) Nanopore sequencing data analysis
將奈米孔定序晶片(flow cell)(R9.4.1 FLO-MIN106,Oxford Nanopore)從4℃取出至室溫,待回溫後放進MinION定序儀,以Flow Cell Priming套組進行上機定序。將一管沖洗緩衝液(flush buffer,FB)以及沖洗繫繩試劑(flush tether,FLT)從-20℃取出回溫震盪混合後,取30 μL的FLT加入FB緩衝液,配置成定序啟動混合液(priming mixture)。取800 μL的定序啟動混合液加入晶片上的啟動孔(priming port),並靜置5分鐘。Take the nanopore sequencing chip (flow cell) (R9.4.1 FLO-MIN106, Oxford Nanopore) from 4℃ to room temperature, and put it into the MinION sequencer after warming up, and perform on-machine sequencing with the Flow Cell Priming Kit. Take a tube of flush buffer (FB) and flush tether (FLT) from -20℃, warm up, shake and mix, take 30 μL of FLT and add FB buffer to prepare the sequencing priming mixture. Take 800 μL of the sequencing priming mixture and add it to the priming port on the chip, and let it stand for 5 minutes.
取出12 μL經製備的DNA文庫加入37.5 μL的定序緩衝液(SQB buffer)以及25.5 μL裝載珠(loading bead),形成總體積75 μL的定序混合液,以微量吸管分注器混合並避免氣泡產生。在上機前再取200 mL的定序啟動混合液加入啟動孔後,將製備完成的定序混合液緩慢滴入樣本孔(sample port)中,關閉試劑孔及樣本孔後,蓋上定序儀進行定序。Take out 12 μL of the prepared DNA library and add 37.5 μL of sequencing buffer (SQB buffer) and 25.5 μL of loading beads to form a total volume of 75 μL of sequencing mixture. Mix with a micropipette and avoid bubbles. Before going on the machine, take 200 mL of sequencing starter mixture and add it to the starter well. Then slowly drip the prepared sequencing mixture into the sample well (sample port), close the reagent well and sample well, and cover the sequencer for sequencing.
使用軟體MinKNOW v4.2.4收集數據。鹼基檢出(base calling)為使用Guppy執行條碼區分(barcode de-multiplexing)和FASTQ檔輸出。使用Porechop v0.2.3從讀序中修剪轉接子(adaptor)序列,該程式使用條碼解多工運行。僅保留Guppy和Porechop條碼箱(barcode bin)認定的讀序,以降低交叉條碼污染的風險。MinKNOW平台所產生的定序數據以及每個檔案的所有序列均使用預設的設定輸出。定序運行開始後大約2小時產生第一個輸出的檔案,直到運行10小時。對於此項工作,每個輸出的檔案都被單獨處理,以持續追蹤從定序開始後經過的時間。Data were collected using the software MinKNOW v4.2.4. Base calling was performed using Guppy with barcode de-multiplexing and FASTQ file output. Adapter sequences were trimmed from the reads using Porechop v0.2.3, which was run with barcode de-multiplexing. Only reads identified by Guppy and Porechop barcode bins were retained to reduce the risk of cross-barcode contamination. Sequencing data generated by the MinKNOW platform and all sequences per file were exported using default settings. The first output file was generated approximately 2 hours after the start of the sequencing run and continued until the 10th hour of the run. For this work, each output file was processed individually to continuously track the time that had passed since the start of sequencing.
(5)依分類學分類(5) Classification by taxonomy
原始定序讀序(≥ 2,000 bp)由使用預設設定(部分命中的最小長度(min_hitlen)= 22;每個讀序最多k = 5個不同分配;沒有首選/排除的分類群)的比對軟體Centrifuge 1.0.4或Kraken2,執行細菌、古細菌、病毒和人類的參考基因序列中讀取對應的比對序列以進行分類學上的分類。Raw sequencing reads (≥ 2,000 bp) were aligned to reference gene sequences of bacteria, archaea, viruses, and humans using the alignment software Centrifuge 1.0.4 or Kraken2 with default settings (minimum length of partial hits (min_hitlen) = 22; maximum k = 5 different assignments per read; no preferred/excluded taxonomic groups) for taxonomic classification.
根據獲取的待比對序列中預設長度子序列的條碼(barcode),從參考基因序列中讀取對應的比對序列,將所得的序列資料透過比對軟體Centrifuge 1.0.4或Kraken2的臨床病原體資料庫進行分類,保留比對長度大於序列全長80%,且比對區域錯配鹼基數小於或等於10%的序列,並計算出病原體分類所佔的比例,以所佔比例大於總讀序中的1%篩選為該樣本內存在的病原體類別。According to the barcode of the preset length subsequence in the obtained sequence to be compared, the corresponding comparison sequence is read from the reference gene sequence, and the obtained sequence data is classified through the clinical pathogen database of the comparison software Centrifuge 1.0.4 or Kraken2. Sequences with a comparison length greater than 80% of the total sequence length and a mismatched base number in the comparison region less than or equal to 10% are retained, and the proportion of pathogen classification is calculated. The pathogen type present in the sample is screened based on the proportion greater than 1% of the total read sequence.
(6)總體基因組組裝及抗藥基因搜尋(6) Overall genome assembly and drug resistance gene search
當定序數據收集完成後,接著進行預處理及鹼基檢出,然後進行總體基因組組裝。多種組譯器(assembler)適用於長讀序總體基因組數據的組裝,其中包括長讀序組裝軟體,諸如Canu及Flye。此外,透過使用Racon及Medaka(採用神經網路以辨識和校正奈米孔同聚物錯誤,產出共有序列)及Homopolish(透過同源基因錯誤校正(homologous polishing)軟體去除奈米孔定序中的系統錯誤),可以針對單獨的長讀序進行錯誤校正。使用BLAST與ResFinder 4.0資料庫搜尋原始定序讀序(≥ 300 bp)及標記為質體的組裝重疊群(contig)。僅保留具有≥ 90%相似性、E值≤ 10 -6及資料庫條目覆蓋率≥ 60%的命中。 Once the sequencing data is collected, it is then pre-processed and base-called, followed by global genome assembly. A variety of assemblers are available for the assembly of long-read global genome data, including long-read assembly software such as Canu and Flye. In addition, error correction can be performed on individual long-read sequences using Racon and Medaka (which use neural networks to identify and correct nanopore homopolymer errors and produce consensus sequences) and Homopolish (which removes systematic errors in nanopore sequencing through homologous gene error correction (homologous polishing) software). Raw sequencing reads (≥ 300 bp) and plastid-tagged assembly contigs (contigs) were searched using BLAST and the ResFinder 4.0 database. Only hits with ≥ 90% similarity, E-value ≤ 10-6 , and database entry coverage ≥ 60% were retained.
將組裝後的序列與包含微生物抗藥基因的資料庫進行比對,並統計比對到微生物基因組與抗藥基因序列的檢測參數,以計算出包含有效比對序列數(即在屬/種與抗藥基因水平比對上,該物種與基因的序列數)、覆蓋率(即檢測到的微生物核酸序列長度佔微生物與抗藥基因整個基因組序列長度的百分比)、覆蓋深度(即基因組上覆蓋範圍內的鹼基平均深度)、相對豐度(在屬/種水平上檢測到的微生物佔整個樣本中檢測到相同類型微生物的比重)及離散程度中的至少一種參數在內的檢測結果,並輸出該檢測分析。The assembled sequence is compared with a database containing microbial resistance genes, and the detection parameters of the microbial genome and resistance gene sequences that are compared are statistically analyzed to calculate the detection results including at least one parameter of the number of valid matched sequences (i.e., the number of sequences of the species and the gene in the comparison between the genus/species and resistance gene levels), coverage (i.e., the percentage of the length of the detected microbial nucleic acid sequence to the length of the entire genome sequence of the microorganism and the resistance gene), coverage depth (i.e., the average depth of bases within the coverage range on the genome), relative abundance (the proportion of microorganisms detected at the genus/species level to microorganisms of the same type detected in the entire sample) and dispersion, and the detection analysis is output.
以下藉由特定的具體實施例進一步說明本揭露的特點及功效,但非用於限制本揭露的範圍。The following specific embodiments further illustrate the features and effects of the present disclosure, but are not intended to limit the scope of the present disclosure.
實施例1:去除非目標核酸的評估Example 1: Evaluation of Removal of Non-Target Nucleic Acids
於此實施例中,含有克雷伯氏肺炎菌( K. pneumoniae)ST11菌株(KPC160111)或金黃色葡萄球菌( S. aureus)的人類血液樣本經過人類核酸的固相式吸附預處理後,進行定量聚合酶連鎖反應(quantitative polymerase chain reaction,qPCR)及奈米孔定序。 In this embodiment, human blood samples containing Klebsiella pneumoniae ( K. pneumoniae ) ST11 strain (KPC160111) or Staphylococcus aureus ( S. aureus ) are pre-treated by solid phase adsorption of human nucleic acid and then subjected to quantitative polymerase chain reaction (qPCR) and nanopore sequencing.
結果表明,固相式吸附的預處理使樣本中的細菌核酸富集。如下表1所示,在經預處理的樣本中,人類核酸減少至對照樣本的0.005倍至0.016倍,而細菌核酸增加至對照樣本的2.34倍至5.78倍。
表1、以qPCR評估的宿主及細菌核酸量
此外,奈米孔定序的結果表明,從預處理樣本中獲得的讀序數量、讀序長度(包括平均讀序長度、讀序長度中位數及N50)及總鹼基數均顯著高於對照樣本(表2)。
表2、預處理樣本中細菌核酸的品質
就奈米孔定序後的細菌核酸比例而言,下表3顯示,含有克雷伯氏肺炎菌的經預處理樣本中的非目標核酸(即人類核酸)的比例從63.09%顯著降低至0.13%,含有金黃色葡萄球菌的經預處理樣本中則從75.35%降低至0.11%;另一方面,細菌核酸的比例從28.34%增加至82.01%(克雷伯氏肺炎菌)和從20.72%增加至81.14%(金黃色葡萄球菌)。
表3、奈米孔定序後的細菌核酸比例
實施例2:細菌種類及抗藥基因的鑑定Example 2: Identification of bacterial species and drug resistance genes
於此實施例中,以人類核酸的固相式吸附或市售套組(即MolYsis Basic 5套組、NEBNext微生物基因體DNA富集套組及QIAamp BiOstic菌血症DNA套組)預處理含有克雷伯氏肺炎菌或金黃色葡萄球菌的人體血液,然後進行qPCR、奈米孔定序及抗藥基因搜尋。In this embodiment, human blood containing Klebsiella pneumoniae or Staphylococcus aureus was pre-treated with solid phase adsorption of human nucleic acid or commercially available kits (i.e., MolYsis Basic 5 Kit, NEBNext Microbial Genomic DNA Enrichment Kit, and QIAamp BiOstic Bacteremia DNA Kit), and then qPCR, nanopore sequencing, and drug resistance gene search were performed.
與市售套組相比,經本揭露提供的固相式吸附預處理的樣本中,透過奈米孔定序所產生的讀序長度(包括平均讀序長度及讀序長度中位數)最長(下表4和下表5)。
表4、含克雷伯氏肺炎菌(具有29個抗藥基因)的血液樣本以不同的方法預處理
此外,如圖4A及圖4B所示,於使用本揭露方法預處理的樣本中,細菌核酸的比例遠高於使用其他市售套組預處理的樣本。舉例而言,利用奈米孔定序得到的序列數據藉由Centrifuge資料庫對物種分佈進行鑑定,結果表明於使用本揭露方法預處理的樣本中,人類核酸的比例僅約為1%,而細菌核酸的比例可達85%(克雷伯氏肺炎菌)或63%(金黃色葡萄球菌)。由此可見,與市售套組相比,本揭露的方法顯著增加預處理樣本中細菌核酸的比例。In addition, as shown in Figures 4A and 4B, the proportion of bacterial nucleic acid in the samples pre-treated using the disclosed method is much higher than that of the samples pre-treated using other commercial kits. For example, the sequence data obtained by nanopore sequencing was used to identify species distribution using the Centrifuge database, and the results showed that in the samples pre-treated using the disclosed method, the proportion of human nucleic acid was only about 1%, while the proportion of bacterial nucleic acid could reach 85% (Klebsiella pneumoniae) or 63% (Staphylococcus aureus). It can be seen that compared with commercial kits, the disclosed method significantly increases the proportion of bacterial nucleic acid in pre-treated samples.
另外,如圖5A所示,克雷伯氏肺炎菌攜帶的29個抗藥基因均可在6小時內的定序鑑定完成,說明採用本揭露所提供的預處理方法,6小時內定序的讀序序列達到克雷伯氏肺炎菌基因組大小20倍的覆蓋深度,已足夠檢測出完整的抗藥基因。同樣地,圖5B顯示金黃色葡萄球菌攜帶的2個抗藥基因可在2小時內的定序鑑定完成,其達到金黃色葡萄球菌基因組大小的20倍覆蓋深度。與QiAamp BB套組相比,其需要6小時的定序才能獲得足夠覆蓋深度的讀序序列以進行檢測,而以NEB套組預處理的樣本於10小時內所獲得的讀序序列仍不足以鑑定2個抗藥基因。In addition, as shown in FIG5A , the 29 drug resistance genes carried by Klebsiella pneumoniae can be sequenced and identified within 6 hours, indicating that the read sequence sequenced within 6 hours reaches a coverage depth of 20 times the size of the Klebsiella pneumoniae genome using the pre-processing method provided by the present disclosure, which is sufficient to detect the complete drug resistance gene. Similarly, FIG5B shows that the 2 drug resistance genes carried by Staphylococcus aureus can be sequenced and identified within 2 hours, which reaches a coverage depth of 20 times the size of the Staphylococcus aureus genome. Compared with the QiAamp BB kit, which requires 6 hours of sequencing to obtain read sequences with sufficient coverage depth for detection, the read sequences obtained within 10 hours of samples pre-treated with the NEB kit are still insufficient to identify the two drug resistance genes.
實施例3:臨床檢體的評估Example 3: Evaluation of clinical specimens
於此實施例中,對中國醫藥大學附設醫院提供的36份人類血液樣本進行非目標核酸固相式吸附的預處理,然後進行病原體的鑑定和抗藥基因的檢測。In this embodiment, 36 human blood samples provided by the China Medical University Hospital were pre-treated by non-target nucleic acid solid phase adsorption, and then pathogen identification and drug resistance gene detection were performed.
結果如下表6所示,其中百分比代表讀序分佈的比例。可以發現,在36份的血液檢體中,33例表明本揭露方法所鑑定出的病原體與微生物培養所鑑定出的病原體一致;此外,在樣本中含有多於一種病原體(例如第4、12及20號樣本)或其中的病原體屬於同屬的不同物種(例如第7、13、18、24、26、31、35及36號樣本)的情況下,樣本中的次要病原體或物種也可以透過本揭露的方法來鑑定。傳統微生物培養通常只能在一次實驗中鑑定出其中一種菌株,而透過本揭露的方法則可同時鑑定出樣本中的所有菌株。因此,雖然第7、14及24號樣本此3個病例的鑑定結果與微生物培養的結果不一致,然而透過本揭露方法所鑑定的結果會更接近真實的感染情形。The results are shown in Table 6 below, where the percentage represents the proportion of the reading sequence distribution. It can be found that in 36 blood samples, 33 cases showed that the pathogens identified by the method of the present disclosure were consistent with the pathogens identified by microbial culture; in addition, when the sample contains more than one pathogen (such as samples No. 4, 12 and 20) or the pathogens belong to different species of the same genus (such as samples No. 7, 13, 18, 24, 26, 31, 35 and 36), the minor pathogens or species in the sample can also be identified by the method of the present disclosure. Traditional microbial culture can usually only identify one strain in one experiment, while the method of the present disclosure can simultaneously identify all strains in the sample. Therefore, although the identification results of the three cases of samples No. 7, 14 and 24 are inconsistent with the results of microbial culture, the results identified by the disclosed method are closer to the actual infection situation.
此外,本揭露方法所檢測到的抗藥基因也與傳統抗生素敏感性試驗(antibiotic susceptibility test,AST)的結果一致。
表6、傳統微生物培養與本揭露方法在病原體鑑定方面的比較
進一步地,第4、17、19、21、22、29號樣本分別以本揭露方法進行抗藥基因檢測後,結果如圖6所示,可在約2至6小時的定序時間內收集到其個別菌種基因組大小約20倍的覆蓋深度,並可完成其個別菌種所攜帶的所有抗藥基因的鑑定。Furthermore, samples No. 4, 17, 19, 21, 22, and 29 were respectively tested for drug resistance genes using the disclosed method. The results are shown in FIG6 . Within a sequencing time of about 2 to 6 hours, a coverage depth of about 20 times the genome size of the individual bacterial species can be collected, and all drug resistance genes carried by the individual bacterial species can be identified.
另一方面,對於本揭露的方法相對於黃金標準培養及/或用於病原體鑑定的PCR測試的性能準確性評估,則是將中國醫藥大學附設醫院所提供的42名菌血症患者的44份血液樣本先以非目標核酸固相式吸附預處理,然後進行病原體鑑定。On the other hand, to evaluate the performance accuracy of the disclosed method relative to gold standard culture and/or PCR testing for pathogen identification, 44 blood samples from 42 bacteremia patients provided by the China Medical University Hospital were pre-treated by non-target nucleic acid solid phase adsorption and then pathogen identification was performed.
細菌病原體鑑定的結果如下表7所示,其中使用的兩個參考標準為:(1)臨床黃金標準-使用基質輔助雷射脫附游離飛行時間式質譜儀(matrix-assisted laser desorption/ionization time-of-flight mass spectrometry,MALDI-TOF MS);以及(2)BIOFIRE血液培養鑑定(BCID2,Filmarray),其為通過美國食品藥物管理局(Food and Drug Administration,FDA)、CE-體外診斷醫療器材(CE -
in vitrodiagnostic devices,CE-IVD)和澳洲藥品管理局(Therapeutic Goods Administration,TGA)認證的多重PCR系統,能夠快速準確地自動檢測與血流感染相關的病原體和抗生素抗藥基因。
表7、本揭露方法(即TCDC檢測系統)與參考標準方法(即MALDI-TOF MS及Filmarray BCID2)之間病原體鑑定的比較
由上可知,本揭露方法在鑑定無論是革蘭氏陽性、陰性單一菌種或多重菌種樣本的表現均符合預期,與臨床黃金標準的測試結果有100%一致性;舉例而言,標準測試結果顯示44份樣本中有7份樣本的病原體為克雷伯氏肺炎菌,而本揭露方法同樣可檢測出有7份樣本中的病原體為克雷伯氏肺炎菌。As can be seen from the above, the performance of the disclosed method in identifying Gram-positive, Gram-negative single-species or multi-species samples is in line with expectations, and is 100% consistent with the test results of the clinical gold standard; for example, the standard test results show that the pathogens of 7 samples out of 44 samples are Klebsiella pneumoniae, and the disclosed method can also detect that the pathogens in 7 samples are Klebsiella pneumoniae.
相較之下,由於Filmarray BCID2平台中所設計的引子數量導致可偵測的生物體豐度有限,從結果發現其無法鑑別臨床樣本中的奧斯陸莫拉菌(
Moraxella osloensis)和桂林不動桿菌(
Acinetobacter guillouiae),而針對弗氏檸檬酸桿菌(
Citrobacter freundii)及深紅沙雷氏菌(
Serrita rubidaea)則是無法鑑別至菌種名;此外,對於一個含有變棲克雷伯菌(
Klebsiella variicola)的樣本則鑑別成克雷伯氏肺炎菌。下表8顯示這些檢測結果不一致的樣本經其他方法檢測後的比較結果,並使用奈米孔定序全長16S rRNA序列進行菌種分類確認,其中百分比代表讀序分佈的比例。
表8、以本揭露方法(即TCDC檢測系統)與參考標準方法(即MALDI-TOF MS及奈米孔定序16S rRNA全基因)針對Filmarray BCID2平台無法鑑別病原體的樣本進行病原體鑑定的比較
44份樣本的檢測統計結果如下表9所示,總體來說,本揭露方法對於革蘭氏陰性、陽性菌樣本的鑑定結果與臨床培養結果相符合,陽性檢出率為100%,而對於混合菌樣本的陽性檢出率亦為100%,具高度的一致性。至於Filmarray BCID2平台則只鑑定出28份樣本為革蘭氏陰性菌,陽性檢出率僅82%,對於混合菌的樣本則為80%。另,本揭露方法對於陰性樣本則無任何的菌株被檢出,且人類基因序列比例皆低於1%,顯示本揭露方法的準確性符合預期。
表9、本揭露方法(即TCDC檢測系統)與Filmarray BCID2平台對照參考標準方法(即微生物培養)的病原體陽性檢出率比較結果
細菌所攜帶的抗藥基因的鑑定結果如下表10所示,其中使用的兩個參考標準為:(1)由可用培養物與抗生素敏感性試驗(AST)組成的臨床黃金標準;(2)BIOFIRE BCID2平台(Filmarray),其為通過血流感染認證的多重PCR系統。
表10、本揭露方法(即TCDC檢測系統)與參考標準方法(即微生物培養及Filmarray BCID2)之間的抗微生物藥物抗藥基因的比較
根據上表10的鑑定結果,下表11進一步顯示以傳統檢測為基準,使用本揭露方法所檢測的樣本分別與對AmpC β-內醯胺酶(AmpC β-lactamase)、超廣效β-內醯胺酶(extended-spectrum β-lactamase,ESBL)、碳青黴烯抗藥性(carbapenem-resistant)、抗萬古黴素腸球菌屬(VRE)、抗甲氧西林金黃色葡萄球菌(MRSA)等具有較強的抗生素抗藥性的樣本進行比較。具體而言,經由傳統抗生素敏感性試驗(AST)記錄到44份樣本中有6個是對AmpC β-內醯胺酶具有抗性、7個是對超廣效β-內醯胺酶具有抗性、12個具有碳青黴烯抗藥性、4個是抗萬古黴素腸球菌屬以及1個是抗甲氧西林金黃色葡萄球菌。本揭露方法在此樣本的質體中鑑定出359個抗藥基因及其染色體上的抗藥性相關突變,鑑定率皆為100%。在此等抗藥基因及突變中,Filmarray BCID2平台僅檢測到23個抗藥基因,而未能進一步分析此等抗藥基因的亞型,其鑑定率分別為0%、43%、50%、100%、100%。
表11、本揭露方法(即TCDC檢測系統)與 Filmarray BCID2平台之間的抗微生物藥物抗藥性(antimicrobial resistance,AMR)的統計
此等結果表明,本揭露的系統與方法能用於快速進行病原體種類的鑑定,且能在2至4小時的定序時間內獲得足以進行抗藥基因鑑定所需的20倍覆蓋率的序列,用以進行基因組組裝及精準預測抗生素敏感性。綜上所述,本揭露的系統與方法藉由採用固相式吸附,可從血液培養樣本中去除人類或其他來源的非目標核酸,用以獲得高純度的細菌DNA。經萃取的高純度細菌DNA可用於奈米孔定序平台進行快速定序,以生成長序列讀序,因而能夠快速取得足夠組裝細菌基因組的核酸序列覆蓋深度,再經由即時生物資訊的分析流程,完整鑑定出細菌種類及其所攜帶的抗微生物藥物抗藥基因。These results indicate that the disclosed system and method can be used to rapidly identify pathogen species and obtain sequences with a 20-fold coverage rate sufficient for identification of drug-resistant genes within a sequencing time of 2 to 4 hours for genome assembly and accurate prediction of antibiotic sensitivity. In summary, the disclosed system and method can remove non-target nucleic acids from humans or other sources from blood culture samples by using solid phase adsorption to obtain high-purity bacterial DNA. The extracted high-purity bacterial DNA can be used for rapid sequencing on a nanopore sequencing platform to generate long sequence reads, thereby quickly obtaining sufficient nucleic acid sequence coverage to assemble the bacterial genome. The bacterial species and the antimicrobial resistance genes they carry can then be fully identified through a real-time bioinformatics analysis process.
一般而言,微生物培養後進行抗生素敏感性試驗(AST)需要3天以上的周轉時間(圖7),相較之下,經本揭露的固相式吸附預處理2小時的血液培養檢體可用於奈米孔定序,2至6小時內即可鑑定出其中的病原菌及其所攜帶的抗藥基因。換言之,透過本揭露的系統與方法,在血液培養陽性訊號出現後4至10小時之內即可獲得所需的資訊來選擇合適的抗生素。此外,與GeneXpert、FilmArray等市售的快速檢測系統相比,本揭露的系統與方法可用於鑑定相對較大範圍的已知細菌種類及抗藥基因,顯示其增加的鑑定應用性。Generally speaking, antibiotic sensitivity testing (AST) after microbial culture requires a turnaround time of more than 3 days (Figure 7). In contrast, blood culture specimens pre-treated for 2 hours by solid-phase adsorption disclosed herein can be used for nanopore sequencing, and the pathogens and the drug-resistant genes they carry can be identified within 2 to 6 hours. In other words, through the system and method disclosed herein, the required information for selecting appropriate antibiotics can be obtained within 4 to 10 hours after the positive signal of blood culture appears. In addition, compared with commercially available rapid detection systems such as GeneXpert and FilmArray, the system and method disclosed herein can be used to identify a relatively wide range of known bacterial species and drug-resistant genes, demonstrating its increased identification applicability.
因此,本揭露提供鑑定病原體物種與抗藥基因的快速檢測平台,可即時向醫療人員提供相關資訊以用於精準選擇有效的抗微生物藥物,從而有助於提高疾病的治癒率,並降低無效用藥所導致的抗藥性菌株的出現及傳播。Therefore, the present disclosure provides a rapid detection platform for identifying pathogen species and drug-resistant genes, which can provide medical personnel with relevant information in real time for accurate selection of effective antimicrobial drugs, thereby helping to improve the cure rate of the disease and reduce the emergence and spread of drug-resistant strains caused by ineffective drug use.
對所屬技術領域中具有通常知識者來說顯而易見的是,隨著技術的進步,可以各種方式實現本揭露的基本概念。因此,實施例並不限於上述示例;相反地,在不違背本揭露的範圍下可有多種變化。It is obvious to those skilled in the art that, with the advancement of technology, the basic concepts of the present disclosure can be implemented in various ways. Therefore, the embodiments are not limited to the above examples; on the contrary, there are many variations without departing from the scope of the present disclosure.
以上描述的實施例可以彼此任意地組合使用。數個實施例可以組合在一起以形成另一個實施例。本揭露的系統與方法可以包括上述實施例中的至少一個。應當理解,上述益處和優點可以涉及一個實施例或數個實施例。本揭露範圍的實施例不限於解決任何或所有所述問題的實施例或具有任何或所有所述益處和優點的實施例。The embodiments described above may be used in any combination with each other. Several embodiments may be combined together to form another embodiment. The system and method disclosed herein may include at least one of the above embodiments. It should be understood that the above benefits and advantages may relate to one embodiment or several embodiments. The embodiments within the scope of the disclosure are not limited to embodiments that solve any or all of the above problems or embodiments that have any or all of the above benefits and advantages.
10:檢測系統 100:細胞裂解單元 101:容器 102:非離子性界面活性劑 200:目標核酸富集單元 201:固相式核酸吸附裝置 202:核酸萃取裝置 300:定序編碼單元 301:DNA文庫製備套組 302:定序儀 400:序列分析比對單元 401:微生物鑑定模組 402:抗藥基因鑑定模組 S1、S2、S3、S4:用於鑑定樣本中目標微生物的檢測系統的運作流程步驟 10: Detection system 100: Cell lysis unit 101: Container 102: Non-ionic surfactant 200: Target nucleic acid enrichment unit 201: Solid-phase nucleic acid adsorption device 202: Nucleic acid extraction device 300: Sequencing encoding unit 301: DNA library preparation kit 302: Sequencer 400: Sequence analysis and comparison unit 401: Microbial identification module 402: Drug resistance gene identification module S1, S2, S3, S4: Operation process steps of the detection system for identifying target microorganisms in samples
為了充分理解本揭露,應結合附圖參照以下詳細描述。In order to fully understand the present disclosure, reference should be made to the following detailed description in conjunction with the accompanying drawings.
圖1為本揭露的至少一具體實施例的檢測系統的示意圖。FIG. 1 is a schematic diagram of a detection system according to at least one embodiment of the present disclosure.
圖2為透過本揭露的至少一具體實施例的檢測系統所進行的微生物核酸富集流程示意圖。FIG. 2 is a schematic diagram of a microbial nucleic acid enrichment process performed by a detection system according to at least one specific embodiment of the present disclosure.
圖3為本揭露的至少一具體實施例的檢測系統的運作流程圖。FIG. 3 is a flowchart of the operation of the detection system of at least one specific embodiment of the present disclosure.
圖4A及圖4B分別為針對含有克雷伯氏肺炎菌( Klebsiella pneumoniae)(圖4A)或金黃色葡萄球菌( Staphylococcus aureus)(圖4B)的血液培養樣本,使用本揭露的方法或市售套組進行預處理後,該等樣本中宿主核酸及目標細菌核酸的比例分佈圖。Ctrl:對照組,不進行預處理;Molysis:MolYsis Basic 5套組;NEB:NEBNext微生物基因體DNA富集套組;QiaBB:QIAamp BiOstic菌血症DNA套組;TCDC:本揭露的方法。 FIG. 4A and FIG. 4B are respectively the distribution diagrams of the ratio of host nucleic acid and target bacterial nucleic acid in blood culture samples containing Klebsiella pneumoniae ( FIG. 4A ) or Staphylococcus aureus ( FIG. 4B ) after pretreatment using the method disclosed herein or a commercially available kit. Ctrl: control group, no pretreatment; Molysis: MolYsis Basic 5 Kit; NEB: NEBNext Microbial Genomic DNA Enrichment Kit; QiaBB: QIAamp BiOstic Bacteremia DNA Kit; TCDC: the method disclosed herein.
圖5A和圖5B分別顯示針對含有克雷伯氏肺炎菌(圖5A)或金黃色葡萄球菌(圖5B)的血液培養樣本,使用本揭露的方法或市售套組進行預處理後,該等樣本的奈米孔讀取時間與所鑑定出的抗藥基因數量之間的關係。Ctrl:對照組;NEB:NEBNext微生物基因體DNA富集套組;QiAamp BB:QIAamp BiOstic菌血症DNA套組;TCDC:本揭露的方法。Figures 5A and 5B show the relationship between the nanopore read time and the number of drug resistance genes identified for blood culture samples containing Klebsiella pneumoniae (Figure 5A) or Staphylococcus aureus (Figure 5B) after pretreatment using the method of the present disclosure or a commercially available kit. Ctrl: control group; NEB: NEBNext Microbial Genomic DNA Enrichment Kit; QiAamp BB: QIAamp BiOstic Bacteremia DNA Kit; TCDC: method of the present disclosure.
圖6顯示臨床樣本經本揭露的方法進行預處理後,該等樣本的奈米孔讀取時間與所鑑定出的抗藥基因數量之間的關係。FIG6 shows the relationship between the nanopore reading time and the number of drug resistance genes identified in clinical samples after the samples were pre-treated by the method disclosed herein.
圖7顯示傳統血液培養、Filmarray檢測平台、次世代總體基因組定序和本揭露的方法(TCDC)所需的週轉時間的比較。FIG. 7 shows a comparison of the turnaround time required for traditional blood culture, Filmarray detection platform, next-generation whole genome sequencing, and the method of the present disclosure (TCDC).
10:檢測系統 10: Detection system
100:細胞裂解單元 100: Cell lysis unit
101:容器 101:Container
102:非離子性界面活性劑 102: Non-ionic surfactant
200:目標核酸富集單元 200: Target nucleic acid enrichment unit
201:固相式核酸吸附裝置 201: Solid-phase nucleic acid adsorption device
202:核酸萃取裝置 202: Nucleic acid extraction device
300:定序編碼單元 300: Sequential coding unit
301:DNA文庫製備套組 301:DNA library preparation kit
302:定序儀 302: Sequencer
400:序列分析比對單元 400: Sequence analysis and alignment unit
401:微生物鑑定模組 401: Microbial identification module
402:抗藥基因鑑定模組 402: Drug resistance gene identification module
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| US20210246510A1 (en) * | 2018-05-31 | 2021-08-12 | Personalis, Inc. | Compositions, methods and systems for processing or analyzing multi-species nucleic acid samples |
| CN113564227A (en) * | 2021-07-29 | 2021-10-29 | 翌圣生物科技(上海)股份有限公司 | Method for rapidly separating DNA (deoxyribonucleic acid) of host and pathogenic microorganism based on CRISPR/dcas9 |
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