KR20160029948A - Method for Imputing Classical Alleles of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 Using Single Nucleotide Polymorphisms in East Asian Population - Google Patents
Method for Imputing Classical Alleles of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 Using Single Nucleotide Polymorphisms in East Asian Population Download PDFInfo
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Abstract
본 발명은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전형을 정확도 높게 예측할 수 있는 단일염기다형성 조합을 이용한 유전형 분석 방법에 관한 것이다. 본 발명의 조성물을 사용함으로써 높은 정확도로 간편하게 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전형을 예측할 수 있다. The present invention relates to a genotype analysis method using a single base polymorphism combination capable of accurately predicting HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people with high accuracy. A, HLA-B, HLA-C, HLA-DPBl or HLA-DQB1 genotypes of East Asian can be predicted with high accuracy by using the composition of the present invention.
Description
본 발명은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전형을 정확도 높게 예측할 수 있는 단일염기다형성 조합을 이용한 유전형 분석 방법에 관한 것이다.
The present invention relates to a genotype analysis method using a single base polymorphism combination capable of accurately predicting HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people with high accuracy.
6번 염색체, MHC(major histocompatibility complex) 로커스(locus)에 존재하는 인간 백혈구 항원(HLA; Human leukocyte antigen) 유전자는 높은 수준의 유전적 다양성이 있다[1]. HLA 분자의 다양한 유전적 변이 및 이형접합성은 면역 시스템이 광범위한 외부 물질 및 병원균을 방어하는데 기여하지만[2], HLA 유전자의 유전형들은 다양한 염증성 질환에 대한 감수성 또는 예후와 관련된 것으로 밝혀져 왔다[3, 4].Human leukocyte antigen (HLA) genes present in the chromosome 6, major histocompatibility complex (MHC) locus, have a high level of genetic diversity [1]. Although the various genetic and heterozygosity of HLA molecules has been shown to contribute to defense of a wide range of foreign substances and pathogens [2], the genotypes of HLA genes have been implicated in susceptibility or prognosis to a variety of inflammatory diseases [3, 4 ].
이러한 임상적 중요성에도 불구하고, 많은 수의 샘플에 대한 HLA 유전형 분석(genotyping)은 높은 비용 및 유전형 분석 방법의 낮은 처리효율로 인해 제한되었다. 최근 SNP2HLA 및 HLA*IMP와 같은 몇몇의 HLA 유전자형 추정 방법(imputation methods)을 이용하여, MHC 로커스 내의 단일염기다형성으로부터 HLA 대립유전자를 추론하는 것이 가능하다[5, 6]. SNP2HLA는 HIV 감염, 류마티스 관절염, 다발성 경화증 및 여포성 림프종 같은 복잡한 질환 연구에 성공적으로 사용되었는데, 이는 상기 방법이 전통적인(classical) HLA 대립유전자 뿐만 아니라 HLA 유전자의 아미노산 잔기를 추정 할 수 있었기 때문이다[7, 10]. SNP2HLA는 HLA 전통적인 대립유전자 및 아미노산 잔기와 더불어 MHC 영역내 단일염기다형성 정보를 포함하는 HLA 레퍼런스 패널을 유전형 예측시 레퍼런스로 이용한다[5]. 그러나 이 HLA 레퍼런스 패널이 유럽인 유전 정보로부터 제조되었기 때문에, 비유럽인에 대해 연구하는 것은 예측 정확도를 보장할 수 없어 사용이 매우 제한적이다. Despite this clinical significance, HLA genotyping for a large number of samples has been limited by the high cost and low processing efficiency of genotyping methods. Recently, it is possible to infer HLA alleles from single nucleotide polymorphisms in MHC locus using several HLA genotyping methods such as SNP2HLA and HLA * IMP [5, 6]. SNP2HLA has been successfully used in the study of complex diseases such as HIV infection, rheumatoid arthritis, multiple sclerosis and follicular lymphoma because this method was able to estimate the amino acid residues of the HLA gene as well as the classical HLA allele [ 7, 10]. SNP2HLA uses HLA reference panels containing single nucleotide polymorphism information in the MHC region, along with traditional HLA alleles and amino acid residues, as a reference for genotypic prediction [5]. However, since this HLA reference panel is manufactured from European genetic information, studying non-Europeans is very limited in their use because they can not guarantee prediction accuracy.
본 발명자들은 한국인, 일본인, 중국인을 포함하는 동아시아인들의 HLA 유전형 예측에 효율적이고 SNP2HLA와 함께 사용할 수 있는 HLA 레퍼런스 패널을 개발하였고, 정확한 예측에 필요한 단일염기다형성을 개발하였다.
The present inventors have developed an HLA reference panel which can efficiently be used for prediction of HLA genotypes of East Asian people including Koreans, Japanese and Chinese, and can be used together with SNP2HLA, and developed a single nucleotide polymorphism required for accurate prediction.
본 명세서 전체에 걸쳐 다수의 논문 및 특허문헌이 참조되고 그 인용이 표시되어 있다. 인용된 논문 및 특허문헌의 개시 내용은 그 전체로서 본 명세서에 참조로 삽입되어 본 발명이 속하는 기술 분야의 수준 및 본 발명의 내용이 보다 명확하게 설명된다.
Numerous papers and patent documents are referenced and cited throughout this specification. The disclosures of the cited papers and patent documents are incorporated herein by reference in their entirety to better understand the state of the art to which the present invention pertains and the content of the present invention.
본 발명자들은 한국, 일본, 중국인을 포함하는 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형 결정을 위한 단일 염기 다형성 조합을 포함하는 레퍼런스를 개발하고자 예의 연구 노력하였다. 그 결과 소정의 1778개 단일 염기 다형성의 조합을 선정하였고, 이를 이용하는 경우 높은 정확도로 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 결정할 수 있음을 규명함으로써, 본 발명을 완성하게 되었다. The inventors of the present invention have developed a reference containing a single base polymorphism combination for the genotyping of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people including Korean, Research efforts. HLA-B, HLA-C, HLA-DPB1, or HLA-DQB1 genotypes were determined with high accuracy by using a combination of 1778 single nucleotide polymorphisms. Thereby completing the present invention.
따라서, 본 발명의 목적은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형 결정을 위한 데이터 수집 방법을 제공하는 데 있다. Accordingly, an object of the present invention is to provide a data collection method for genotyping HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people.
본 발명의 또 다른 목적은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형 결정을 위하여 수집한 데이터를 이용하여 분석 대상의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 분석하는 방법을 제공하는데 있다.
A further object of the present invention is East of the HLA-A, HLA-B, HLA-C, HLA-A of HLA-DPB1 or analyzed using the data collected for genotype determination of the HLA-DQB1 target, HLA-B , HLA-C, HLA-DPBl or HLA-DQB1 genotypes.
본 발명의 다른 목적 및 이점은 하기의 발명의 상세한 설명, 청구범위 및 도면에 의해 보다 명확하게 된다.
Other objects and advantages of the present invention will become more apparent from the following detailed description of the invention, claims and drawings.
본 발명의 일 양태에 따르면, 본 발명은 분석 대상(subject)으로부터 유래한 생물학적 시료로부터 분리한 핵산 시료로부터, 하기 SNP 목록 1의 단일 염기 다형성 조합을 분석하여 상기 단일 염기 다형성들의 유전자형들을 결정하는 단계를 포함하는 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 결정을 위한 데이터 수집 방법을 제공한다:According to one aspect of the present invention, the present invention provides a method of analyzing a single nucleotide polymorphism combination of
SNP 목록 1SNP
rs7739830, rs1880271, rs11751616, rs6908645, rs522024, rs807213, rs807211, rs807203, rs1179007, rs707903, rs1183694, rs806972, rs2298090, rs2298091, rs806966, rs806978, rs806792, rs438534, rs3857549, rs6921148, rs13195509, rs4713002, rs13194984, rs7768682, rs9295700, rs7751878, rs7741445, rs6932003, rs6904071, rs6913660, rs6921711, rs17737028, rs13194053, rs12210982, rs9468019, rs9461345, rs7746199, rs9468031, rs11965377, rs2893912, rs9468058, rs11967073, rs9969094, rs11962403, rs2393997, rs6908615, rs4713119, rs7742752, rs12192568, rs6915101, rs9468227, rs9295749, rs2021835, rs11962868, rs9468236, rs11970638, rs7748520, rs7742529, rs10456357, rs6910968, rs6922530, rs7769416, rs7741570, rs6913038, rs10484404, rs3734572, rs7747772, rs9468293, rs6908414, rs6932313, rs1150671, rs6929559, rs1233667, rs1233698, rs1736892, rs3757183, rs6918043, rs2799076, rs11966237, rs11965542, rs1150725, rs7759855, rs6922161, rs6902583, rs6456812, rs9295769, rs6908459, rs7759845, rs6918631, rs6929449, rs9468346, rs2859379, rs3757181, rs719370, rs2859367, rs2531808, rs2531810, rs2531816, rs6927023, rs722788, rs423118, rs11757235, rs426922, rs413488, rs422089, rs454746, rs449074, rs411538, rs420436, rs7738979, rs11969304, rs911178, rs4711176, rs7742658, rs6925972, rs1319076, rs6456832, rs9468413, rs6456834, rs11754985, rs11963531, rs209181, rs9501112, rs176461, rs7775657, rs209139, rs12386522, rs6934470, rs9468459, rs9295784, rs9468461, rs9468464, rs3129795, rs9468469, rs9468474, rs3129106, rs9468487, rs3129157, rs3130801, rs11962388, rs11964645, rs6899390, rs9468508, rs3117433, rs9348827, rs7761746, rs9257792, rs9257803, rs9257805, rs11969272, rs16894919, rs2073148, rs2746149, rs16894948, rs1362076, rs7771335, rs2107189, rs17415601, rs2066951, rs17184114, rs9393967, rs7767894, rs2294748, rs9461533, rs9391895, rs6930217, rs6935418, rs10484548, rs362541, rs3025657, rs6902738, rs7763501, rs16895058, rs6915177, rs2076486, rs64036, rs2272991, rs362532, rs459970, rs6912437, rs3025650, rs3117073, rs17508548, rs3095273, rs362518, rs2267633, rs2076483, rs2076482, rs29267, rs29264, rs29230, rs29246, rs29243, rs29273, rs3131854, rs9257928, rs16895214, rs439812, rs29269, rs29272, rs29231, rs29235, rs9468571, rs3135050, rs2857783, rs2256266, rs2857784, rs6905408, rs3130253, rs2535250, rs2535248, rs2857771, rs2071652, rs1318631, rs2071653, rs2273192, rs2747419, rs9257940, rs378596, rs9257985, rs3117301, rs2747453, rs2747454, rs2747457, rs2747458, rs2747460, rs2747466, rs3129039, rs3129029, rs3129066, rs9258102, rs6911622, rs2107203, rs3129055, rs9258122, rs3116798, rs2394660, rs3131863, rs11962017, rs1476573, rs1476572, rs1610594, rs1611364, rs2735063, rs1632962, rs2517911, rs2517910, rs9258170, rs1362126, rs2076183, rs9258186, rs1736926, rs2235383, rs1736922, rs1628578, rs2523404, rs2735059, rs2272874, rs3736694, rs2743925, rs2523402, rs2523399, rs2735052, rs2844833, rs2523395, rs2394159, rs2394160, rs9258205, rs9258206, rs1736915, rs1736913, rs9258207, rs9258208, rs9258209, rs2735051, rs9258211, rs2844831, rs9258213, rs932338, rs1633096, rs9258218, rs2743951, rs2517938, rs909732, rs4713240, rs2523386, rs9258225, rs2072894, rs2523385, rs34260811, rs1633085, rs733841, rs1610621, rs909728, rs909725, rs4713244, rs9391630, rs9258260, rs1633068, rs1737079, rs1633057, rs1633056, rs1610628, rs1633048, rs1737069, rs7759474, rs1611285, rs1626392, rs1625636, rs1737060, rs1633041, rs2735048, rs2735046, rs1737043, rs1737041, rs11753872, rs9258302, rs9258303, rs1615962, rs2844836, rs1633021, rs1002046, rs2743941, rs7758742, rs1610644, rs1633011, rs11758087, rs2523414, rs11752553, rs11751333, rs1611185, rs2017525, rs3891160, rs1610711, rs1736982, rs1736981, rs1611192, rs1632988, rs1632987, rs17178826, rs9258447, rs11757182, rs2523409, rs1736971, rs1736969, rs1610699, rs3926748, rs11753629, rs11753654, rs1077432, rs2735028, rs2743933, rs2743931, rs2394177, rs1611149, rs1736936, rs3115630, rs915669, rs1233330, rs11753296, rs16896052, rs2394180, rs2735014, rs9258525, rs2523779, rs2743937, rs2735003, rs9258537, rs2523777, rs2523776, rs1611133, rs2523774, rs2523769, rs2844827, rs16896081, rs2734994, rs2523767, rs2517879, rs9258557, rs2394185, rs2394186, rs9380146, rs3115628, rs2247504, rs2508050, rs3115627, rs2523756, rs9258631, rs2517862, rs3115626, rs2517855, rs2517854, rs3132726, rs6919513, rs1611684, rs9258738, rs17185692, rs2523822, rs9295822, rs3094170, rs1611717, rs9258766, rs9258771, rs765649, rs1611737, rs1611738, rs2524035, rs3094165, rs2734974, rs2734973, rs2517826, rs9258866, rs3132718, rs9258883, rs3094654, rs3132714, rs2523809, rs2523808, rs2517904, rs2524024, rs2860580, rs3823342, rs6921314, rs2735097, rs1655900, rs2523949, rs9260497, rs404046, rs429511, rs2523942, rs2517700, rs9260679, rs441808, rs9260722, rs9260734, rs3903160, rs6457109, rs2844806, rs3893259, rs4713270, rs3869062, rs3893464, rs9260759, rs9260761, rs17186496, rs2517673, rs4713275, rs1061535, rs6916422, rs2523969, rs2523961, rs2523960, rs2256902, rs2523946, rs3823355, rs2844804, rs3823358, rs2232238, rs2232239, rs2523943, rs6904029, rs2735076, rs2394250, rs2893999, rs3823374, rs2571375, rs3823384, rs9260860, rs2108691, rs9260915, rs423808, rs2571430, rs2246638, rs2394255, rs401618, rs2735067, rs11757750, rs17186937, rs11755961, rs3901554, rs5025708, rs12665186, rs9260930, rs12662611, rs9260967, rs9260984, rs6457121, rs6910898, rs9260997, rs9260998, rs9261040, rs6941318, rs6904120, rs9261079, rs9261081, rs9261091, rs11760176, rs9261093, rs11965524, rs2286405, rs2286404, rs9261105, rs356968, rs6940082, rs2240619, rs3765604, rs9261115, rs9261129, rs11753431, rs3734836, rs9261130, rs9261138, rs16896044, rs6457126, rs356954, rs9357092, rs9261145, rs6926792, rs6931776, rs165256, rs4711206, rs9261151, rs3891157, rs3129012, rs3891156, rs6919617, rs1150743, rs9261171, rs9261174, rs4448133, rs9261189, rs16896923, rs9261193, rs3121593, rs166327, rs3869067, rs3869068, rs9261203, rs259938, rs3910312, rs9261216, rs259939, rs259940, rs9261224, rs259942, rs3132128, rs6457138, rs7771476, rs6457140, rs28570682, rs7761314, rs9261257, rs9261258, rs3869070, rs9261261, rs9261263, rs6911724, rs259919, rs6917477, rs10484549, rs9261265, rs3757328, rs3757329, rs3757333, rs9295829, rs1150742, rs7770092, rs7770505, rs10745, rs9261269, rs9261270, rs1150740, rs9261277, rs3188482, rs3807030, rs3807031, rs9261285, rs2074482, rs9261288, rs1245371, rs2301753, rs2301751, rs9393989, rs2074480, rs2074479, rs9261301, rs9261302, rs3807033, rs3132682, rs3807035, rs1150735, rs2394734, rs4711209, rs9261316, rs7382061, rs2057728, rs9261361, rs9261371, rs17187805, rs9261387, rs6923832, rs7765810, rs9261394, rs1264702, rs916570, rs1264701, rs1264698, rs7763159, rs1108052, rs1110446, rs2240070, rs1116222, rs1116221, rs11964542, rs2844796, rs2248289, rs3132680, rs2523992, rs2523988, rs2523987, rs2517597, rs2523986, rs2523981, rs2523979, rs9261434, rs17455565, rs10947056, rs2523995, rs3132676, rs9468693, rs3094134, rs3757334, rs12212092, rs9261536, rs2857449, rs17188127, rs2074475, rs1063280, rs13212414, rs9261538, rs2517623, rs9261547, rs4476873, rs10947058, rs11967808, rs11961294, rs1345229, rs9295837, rs3094138, rs3094137, rs10456378, rs2508028, rs9261588, rs928824, rs28780093, rs1264622, rs8973, rs3094631, rs7758503, rs1264608, rs1264581, rs12663184, rs7767653, rs3129838, rs6931763, rs6905389, rs3132649, rs3094061, rs3130375, rs3130379, rs3094622, rs3094621, rs2057726, rs3129808, rs3129809, rs3130361, rs11759238, rs7772240, rs3129817, rs3129820, rs3132631, rs3132630, rs3129822, rs3132625, rs1245218, rs7744914, rs28780099, rs3094032, rs3130126, rs3094050, rs17475879, rs3130116, rs9261761, rs9261821, rs9261846, rs1573294, rs9261895, rs9261919, rs9261922, rs9261923, rs9261926, rs9261947, rs9501447, rs1079541, rs9295863, rs9295871, rs9295873, rs4947284, rs9295886, rs17411480, rs35407515, rs34101875, rs9501336, rs11966619, rs35792611, rs2524172, rs2516670, rs28780106, rs3757335, rs12192673, rs4713337, rs3132611, rs4148248, rs1264429, rs9348841, rs2517565, rs17195551, rs1079687, rs3094104, rs3132608, rs2269708, rs1076829, rs9262138, rs3130000, rs1076828, rs3094098, rs2285322, rs3094097, rs17189246, rs2285321, rs6937357, rs9468805, rs9262141, rs2269707, rs2239887, rs2394392, rs3129996, rs2249059, rs3094092, rs2269703, rs2239886, rs28994872, rs2269702, rs28986466, rs6929626, rs17189329, rs28986465, rs2075015, rs6924270, rs3132587, rs9461624, rs4713354, rs3132584, rs25527, rs8233, rs9500864, rs3095329, rs35580157, rs3094127, rs12179975, rs9501029, rs1064627, rs3909184, rs9969042, rs9968884, rs9380182, rs12111310, rs10947088, rs10947089, rs2301277, rs12210092, rs6926530, rs11757629, rs17189427, rs3131064, rs1264377, rs3129987, rs3094123, rs3094111, rs1264352, rs9262216, rs3130785, rs3130648, rs11757306, rs9262222, rs3095345, rs11759095, rs9262256, rs7746003, rs9262280, rs3131034, rs6457281, rs3132572, rs3130779, rs3130780, rs3218822, rs7766094, rs4678, rs3131787, rs3095151, rs7764239, rs2844649, rs6933400, rs6933909, rs4711248, rs2844648, rs2844701, rs2844700, rs9391637, rs2517451, rs9368647, rs2247178, rs3094086, rs11970154, rs9368648, rs2429557, rs9295937, rs4711250, rs2844697, rs2530715, rs3095089, rs3132579, rs3131931, rs2517425, rs1634714, rs3873342, rs1634718, rs12528082, rs9262539, rs6903912, rs12198448, rs7768644, rs4711253, rs2517549, rs9262560, rs10947129, rs12528584, rs7756294, rs9295947, rs2394427, rs17190134, rs16898614, rs9262632, rs2517512, rs3906263, rs2523887, rs9380215, rs9263509, rs2894179, rs2517403, rs6919169, rs9263600, rs2844635, rs9391709, rs1265062, rs2233985, rs2233984, rs2233976, rs2233974, rs2270190, rs4495304, rs2233964, rs2233956, rs3823402, rs17190526, rs6917517, rs9295952, rs3130981, rs3132553, rs3132552, rs3132550, rs3130989, rs3132546, rs3095317, rs2239520, rs3095314, rs4410768, rs9295953, rs3778630, rs3778638, rs10947137, rs9263719, rs3130560, rs3734861, rs4959053, rs3130564, rs28732100, rs1265100, rs2233954, rs2233950, rs9263726, rs1265093, rs2233945, rs1966, rs9263733, rs2073718, rs9263739, rs11967883, rs130072, rs1265076, rs3132538, rs746647, rs9263749, rs1265114, rs1265112, rs130067, rs2517985, rs1265110, rs130077, rs130076, rs9263781, rs720465, rs9263785, rs6905862, rs6929434, rs2073724, rs9263794, rs1044870, rs17190776, rs9263796, rs3757349, rs9263800, rs12215963, rs885952, rs1108746, rs1265159, rs2269713, rs887468, rs3132517, rs3094188, rs1265156, rs9468877, rs4713438, rs9263823, rs9263846, rs9405015, rs1265178, rs28362332, rs28362343, rs3094609, rs6903896, rs10807081, rs9263870, rs6921948, rs4446605, rs3094606, rs2894181, rs9263911, rs3132506, rs9263916, rs3132505, rs35718543, rs3130952, rs3132503, rs9263948, rs9468898, rs28360990, rs3132501, rs9263979, rs12662501, rs9263993, rs3130521, rs28397289, rs6908994, rs3130473, rs3130528, rs7745906, rs2394892, rs3130685, rs2394895, rs28397299, rs3132499, rs6901869, rs3130695, rs4332019, rs9357117, rs2394950, rs2245822, rs2853961, rs3130542, rs9264532, rs9394047, rs34131062, rs9264602, rs9366775, rs2074488, rs9357121, rs2249742, rs7759127, rs5010528, rs6923313, rs2844613, rs3130696, rs2524074, rs9264731, rs2524073, rs9468913, rs2524068, rs9391714, rs6906846, rs17198616, rs9468914, rs2844603, rs9461684, rs2853935, rs2853933, rs2853930, rs2524048, rs2524044, rs9468924, rs2524043, rs3900938, rs2524040, rs9468925, rs2256583, rs2524163, rs2524162, rs2524160, rs9357122, rs2524156, rs3873380, rs9348863, rs3873381, rs2524132, rs2853925, rs2247056, rs3905495, rs2524115, rs17192463, rs13191519, rs2853922, rs2524089, rs9380238, rs9380240, rs2524066, rs9366778, rs3873385, rs3915971, rs9468935, rs7750269, rs9264851, rs9264869, rs9264870, rs9368675, rs9368677, rs9264904, rs9264916, rs7760988, rs364415, rs3873386, rs9500887, rs28380796, rs2844586, rs2523619, rs4394275, rs2523618, rs9391846, rs2596503, rs1058026, rs2596487, rs2523573, rs2596548, rs2596549, rs2523557, rs2523554, rs2523544, rs9266395, rs2523537, rs9266409, rs2844567, rs2253908, rs9266433, rs4358666, rs2844556, rs2254556, rs6933050, rs13202464, rs4959069, rs9501587, rs3094600, rs9266669, rs4143334, rs9266722, rs3016014, rs2442749, rs9266772, rs9266773, rs9266774, rs2523477, rs2523476, rs2523464, rs2523454, rs2844523, rs2844519, rs2263313, rs2857281, rs12174396, rs6910087, rs3828875, rs2256028, rs2848713, rs10223568, rs4418214, rs9501109, rs2524279, rs4346874, rs9501595, rs2524277, rs9469003, rs6938674, rs2524276, rs9267084, rs28575156, rs2844510, rs9765960, rs12206131, rs16899646, rs3128982, rs2596460, rs2596458, rs2395028, rs2596480, rs2523684, rs6930572, rs2255001, rs2255221, rs11752262, rs2395030, rs11757571, rs3094604, rs3094013, rs2516518, rs4713466, rs2395031, rs9267137, rs7758090, rs2844505, rs6940467, rs3131643, rs3828893, rs3749945, rs3749946, rs3099844, rs2905722, rs2905747, rs3094011, rs9267280, rs2904783, rs3130922, rs2395043, rs3134899, rs3131638, rs3131633, rs9267445, rs3094001, rs3131630, rs3130636, rs3093993, rs9469021, rs3095227, rs3093992, rs3093988, rs2516482, rs3093983, rs3093981, rs3093980, rs3115537, rs3219190, rs3093978, rs3130056, rs3093948, rs3131628, rs3093976, rs2734583, rs3130058, rs1129640, rs2516393, rs2523511, rs2523508, rs7738430, rs2239528, rs2523504, rs3219183, rs35969216, rs2255798, rs13192469, rs9469024, rs2857709, rs2857708, rs3093542, rs4248157, rs1800629, rs3093671, rs3093672, rs3093561, rs9267503, rs13211368, rs28732144, rs34816476, rs11575839, rs11755226, rs2509217, rs17200810, rs2857700, rs3132451, rs28732150, rs2736182, rs2736177, rs3130070, rs2280801, rs17200837, rs1046080, rs3130623, rs17207225, rs2736161, rs3130626, rs2736157, rs2272593, rs11538263, rs11538264, rs9267522, rs10885, rs9267525, rs3130628, rs7770976, rs35843778, rs2844463, rs10484558, rs3130050, rs3117583, rs805264, rs2273612, rs707921, rs28732157, rs707974, rs805259, rs928814, rs3130618, rs805258, rs9267529, rs3117578, rs805268, rs805267, rs11758242, rs805272, rs3115667, rs805269, rs9267533, rs9267534, rs9267536, rs10573, rs1475865, rs805283, rs1266071, rs9267545, rs34406901, rs805295, rs3793125, rs9469040, rs9469041, rs9469042, rs3749952, rs4713479, rs453098, rs3101018, rs28381339, rs28381346, rs707915, rs3117572, rs1150793, rs9296001, rs11754464, rs9461718, rs28399987, rs707936, rs707934, rs9461721, rs9461725, rs34585796, rs2273613, rs11751198, rs9296002, rs17201171, rs34636308, rs2227955, rs2227956, rs481825, rs16867582, rs34378923, rs13217108, rs35987121, rs9368699, rs9368700, rs17207629, rs11968400, rs9267577, rs9501157, rs13191375, rs9267649, rs13118, rs35092817, rs4947332, rs11966200, rs13192107, rs9267659, rs36097221, rs589428, rs486416, rs35875104, rs9267661, rs9469069, rs28732165, rs28435656, rs9267673, rs644045, rs511294, rs498240, rs9267677, rs9332705, rs11752672, rs2257331, rs9332735, rs635348, rs12614, rs9501161, rs9267785, rs34555781, rs9296003, rs492899, rs2280773, rs13217120, rs34241101, rs2075702, rs2854432, rs2746394, rs9391732, rs11757034, rs34214527, rs10046127, rs2077580, rs12198173, rs3749963, rs11751545, rs34878747, rs11756755, rs13199524, rs1269854, rs4713503, rs12153855, rs13196724, rs28732175, rs204892, rs4713504, rs11753510, rs13211318, rs388629, rs204999, rs28732178, rs3134608, rs34129552, rs3096697, rs3130347, rs34280838, rs3130284, rs2071290, rs3134947, rs3134945, rs3130349, rs12663103, rs9267820, rs2114437, rs3134942, rs3132935, rs6907458, rs17604492, rs3132956, rs2269418, rs3213468, rs8192591, rs430916, rs2071282, rs8192584, rs8192565, rs483574, rs482759, rs511027, rs28895018, rs28366174, rs6906662, rs9268199, rs6910071, rs498422, rs3132958, rs3132959, rs28732193, rs9469099, rs3117133, rs910049, rs12662503, rs2395148, rs3129907, rs2894249, rs2143462, rs3129931, rs3129937, rs3129939, rs3129941, rs2076535, rs2073045, rs9391858, rs3129945, rs9268425, rs9268428, rs2894252, rs2894253, rs8180664, rs9268454, rs9268456, rs28732201, rs6930777, rs9268461, rs9268474, rs28366191, rs2076528, rs2076527, rs3763305, rs2076525, rs2076524, rs3793127, rs3763309, rs3763310, rs3763312, rs3763315, rs3763316, rs9380293, rs9268516, rs9405098, rs3129963, rs2395163, rs2395165, rs2395166, rs9268557, rs6457580, rs3135344, rs9501626, rs11759143, rs3129860, rs7356880, rs2027856, rs3129868, rs6911777, rs3129883, rs3129886, rs3129887, rs2239805, rs11544315, rs2239802, rs2395182, rs3763326, rs28895103, rs28895187, rs7763262, rs28732227, rs9268831, rs9268926, rs7748472, rs3830135, rs9270665, rs28605404, rs2858870, rs602457, rs9270986, rs9271055, rs9271100, rs660895, rs9271170, rs35759989, rs4530903, rs642093, rs13204672, rs9271348, rs3135005, rs9271366, rs17533090, rs2097431, rs3129763, rs9271588, rs35399661, rs9271775, rs9272219, rs3104369, rs2187668, rs9273012, rs17843604, rs9273327, rs9273349, rs6906021, rs1063355, rs9273448, rs2854275, rs7775228, rs9275224, rs2858324, rs9275245, rs5000634, rs17427431, rs6457617, rs6457622, rs2647003, rs9357152, rs9275312, rs2856725, rs9275330, rs9275333, rs35998847, rs3135006, rs17427599, rs2858308, rs2856717, rs2858305, rs2856705, rs13192471, rs1794275, rs4947344, rs9275572, rs3129727, rs7765379, rs2858332, rs9275595, rs7454108, rs3957146, rs9275596, rs3998159, rs3957148, rs3873444, rs3892710, rs3997854, rs6915986, rs6936707, rs9275659, rs9275686, rs9275698, rs763026, rs2859099, rs9276310, rs7773068, rs7773694, rs7755597, rs9276399, rs17500468, rs2213565, rs9276435, rs28986337, rs28986338, rs28986359, rs28986364, rs10484564, rs28986373, rs13204139, rs28986396, rs7758736, rs9276722, rs11967235, rs2071471, rs3763355, rs3763354, rs9784876, rs16870907, rs13209654, rs10484565, rs9380326, rs4148872, rs4148871, rs241428, rs13215, rs17213812, rs16871027, rs2071538, rs4148878, rs28724900, rs35571244, rs10214510, rs9469311, rs35599935, rs6934645, rs12206377, rs1480380, rs6906517, rs11757089, rs2894311, rs9276969, rs3128933, rs3129304, rs3129303, rs3129302, rs3130603, rs9276992, rs3130604, rs3130607, rs423639, rs17214311, rs3130609, rs397576, rs6933319, rs34493748, rs763469, rs7738815, rs376877, rs2395309, rs3077, rs2301226, rs1054025, rs1042190, rs10214910, rs2301220, rs9277341, rs6914849, rs1431399, rs1431400, rs1431401, rs2051548, rs9380340, rs2071349, rs2071351, rs2071353, rs3135021, rs1042151, rs2856826, rs9378177, rs9277378, rs9277396, rs9277464, rs9277469, rs3097675, rs9277471, rs9277533, rs9277555, rs3117229, rs3117228, rs9277557, rs9277565, rs3130188, rs3091282, rs3117226, rs3117225, rs3097652, rs2068204, rs3128972, rs2179920, rs10484569, rs2179919, rs2281390, rs2281389, rs3128917, rs2281388, rs7763822, rs3117222, rs3128918, rs3130190, rs3130191, rs3117221, rs3130198, rs3117213, rs2395319, rs3117239, rs2064479, rs2064478, rs2064476, rs3117234, rs3117231, rs3130215, rs3117230, rs3128930, rs6457713, rs9380342, rs9380343, rs6937034, rs6937061, rs9348906, rs9277629, rs1810472, rs2395349, rs3117039, rs3117038, rs3117035, rs1883414, rs9277682, rs4713607, rs9277723, rs3117021, rs6913896, rs3129275, rs3117016, rs3117008, rs3117004, rs3116998, rs3130235, rs3130237, rs6901221, rs9277768, rs2294472, rs2395352, rs7756467, rs3129264, rs7750000, rs9366816, rs13437000, rs4713610, rs926421, rs3129249, rs9296086, rs7754200, rs3129234, rs3129231, rs3129228, rs3129223, rs3130151, rs2395365, rs3129214, rs721394, rs756441, rs756440, rs9277912, rs3129207, rs3129206, rs9277920, rs9368757, rs9380351, rs2235499, rs734181, rs2235498, rs986522, rs2855441, rs9368758, rs2855440, rs2855437, rs2855430, rs16868943, rs2269346, rs9469378, rs9277935, rs2076310, rs110662, rs439205, rs383711, rs421446, rs107822, rs213210, rs213208, rs1567464, rs213213, rs9277937, rs28892580, rs386084, rs17215210 ,rs12664430, rs6923740, rs761583, rs7752625, rs1755044, rs2772385, rs2772372, rs2772374, rs68191, rs169737, rs2296340, rs11753634 및 rs11758326.
rs7739830, rs1880271, rs11751616, rs6908645, rs522024, rs807213, rs807211, rs807203, rs1179007, rs707903, rs1183694, rs806972, rs2298090, rs2298091, rs806966, rs806978, rs806792, rs438534, rs3857549, rs6921148, rs13195509, rs4713002, rs13194984, rs7768682, rs9295700, rs7751878, rs7741445, rs6932003, rs6904071, rs6913660, rs6921711, rs17737028, rs13194053, rs12210982, rs9468019, rs9461345, rs7746199, rs9468031, rs11965377, rs2893912, rs9468058, rs11967073, rs9969094, rs11962403, rs2393997, rs6908615, rs4713119, rs7742752, rs12192568, rs6915101, rs9468227, rs9295749, rs2021835, rs11962868, rs9468236, rs11970638, rs7748520, rs7742529, rs10456357, rs6910968, rs6922530, rs7769416, rs7741570, rs6913038, rs10484404, rs3734572, rs7747772, rs9468293, rs6908414, rs6932313, rs1150671, rs6929559, rs1233667, rs1233698, rs1736892, rs3757183, rs6918043, rs2799076, rs11966237, rs11965542, rs1150725, rs7759855, rs6922161, rs6902583, rs6456812, rs9295769, rs6908459, rs7759845, rs6918631, rs6929449, rs94 68346, rs2859379, rs3757181, rs719370, rs2859367, rs2531808, rs2531810, rs2531816, rs6927023, rs722788, rs423118, rs11757235, rs426922, rs413488, rs422089, rs454746, rs449074, rs411538, rs420436, rs7738979, rs11969304, rs911178, rs4711176, rs7742658, rs6925972, rs1319076, rs6456832, rs9468413, rs6456834, rs11754985, rs11963531, rs209181, rs9501112, rs176461, rs7775657, rs209139, rs12386522, rs6934470, rs9468459, rs9295784, rs9468461, rs9468464, rs3129795, rs9468469, rs9468474, rs3129106, rs9468487, rs3129157, rs3130801, rs11962388, rs11964645, rs6899390, rs9468508, rs3117433, rs9348827, rs7761746, rs9257792, rs9257803, rs9257805, rs11969272, rs16894919, rs2073148, rs2746149, rs16894948, rs1362076, rs7771335, rs2107189, rs17415601, rs2066951, rs17184114, rs9393967, rs7767894, rs2294748, rs9461533, rs9391895, rs6930217, rs6935418, rs10484548, rs362541, rs3025657, rs6902738, rs7763501, rs16895058, rs6915177, rs2076486, rs64036, rs2272991, rs362532, rs459970, rs6912437, rs3025650, rs311707 3, rs17508548, rs3095273, rs362518, rs2267633, rs2076483, rs2076482, rs29267, rs29264, rs29230, rs29246, rs29243, rs29273, rs3131854, rs9257928, rs16895214, rs439812, rs29269, rs29272, rs29231, rs29235, rs9468571, rs3135050, rs2857783, rs2256266, rs2857784, rs6905408, rs3130253, rs2535250, rs2535248, rs2857771, rs2071652, rs1318631, rs2071653, rs2273192, rs2747419, rs9257940, rs378596, rs9257985, rs3117301, rs2747453, rs2747454, rs2747457, rs2747458, rs2747460, rs2747466, rs3129039, rs3129029, rs3129066, rs9258102, rs6911622, rs2107203, rs3129055, rs9258122, rs3116798, rs2394660, rs3131863, rs11962017, rs1476573, rs1476572, rs1610594, rs1611364, rs2735063, rs1632962, rs2517911, rs2517910, rs9258170, rs1362126, rs2076183, rs9258186, rs1736926, rs2235383, rs1736922, rs1628578, rs2523404, rs2735059, rs2272874, rs3736694, rs2743925, rs2523402, rs2523399, rs2735052, rs2844833, rs2523395, rs2394159, rs2394160, rs9258205, rs9258206, rs1736915, rs1736913, rs9258207, rs9258208, rs9258209, rs273 5051, rs9258211, rs2844831, rs9258213, rs932338, rs1633096, rs9258218, rs2743951, rs2517938, rs909732, rs4713240, rs2523386, rs9258225, rs2072894, rs2523385, rs34260811, rs1633085, rs733841, rs1610621, rs909728, rs909725, rs4713244, rs9391630, rs9258260, rs1633068, rs1737079, rs1633057, rs1633056, rs1610628, rs1633048, rs1737069, rs7759474, rs1611285, rs1626392, rs1625636, rs1737060, rs1633041, rs2735048, rs2735046, rs1737043, rs1737041, rs11753872, rs9258302, rs9258303, rs1615962, rs2844836, rs1633021, rs1002046, rs2743941, rs7758742, rs1610644, rs1633011, rs11758087, rs2523414, rs11752553, rs11751333, rs1611185, rs2017525, rs3891160, rs1610711, rs1736982, rs1736981, rs1611192, rs1632988, rs1632987, rs17178826, rs9258447, rs11757182, rs2523409, rs1736971, rs1736969, rs1610699, rs3926748, rs11753629, rs11753654, rs1077432, rs2735028, rs2743933, rs2743931, rs2394177, rs1611149, rs1736936, rs3115630, rs915669, rs1233330, rs11753296, rs16896052, rs2394180, rs2735014, rs9258525, rs2523779, rs2743937, rs2735003, rs9258537, rs2523777, rs2523776, rs1611133, rs2523774, rs2523769, rs2844827, rs16896081, rs2734994, rs2523767, rs2517879, rs9258557, rs2394185, rs2394186, rs9380146, rs3115628, rs2247504, rs2508050, rs3115627, rs2523756, rs9258631, rs2517862, rs3115626, rs2517855, rs2517854, rs3132726, rs6919513, rs1611684, rs9258738, rs17185692, rs2523822, rs9295822, rs3094170, rs1611717, rs9258766, rs9258771, rs765649, rs1611737, rs1611738, rs2524035, rs3094165, rs2734974, rs2734973, rs2517826, rs9258866, rs3132718, rs9258883, rs3094654, rs3132714, rs2523809, rs2523808, rs2517904, rs2524024, rs2860580, rs3823342, rs6921314, rs2735097, rs1655900, rs2523949, rs9260497, rs404046, rs429511, rs2523942, rs2517700, rs9260679, rs441808, rs9260722, rs9260734, rs3903160, rs6457109, rs2844806, rs3893259, rs4713270, rs3869062, rs3893464, rs9260759, rs9260761, rs17186496, rs2517673, rs4713275, rs1061535, rs6916422, rs2523969, rs2523961, rs2523960, rs2256902, rs2523946, rs3823355, rs2844804, rs3823358, rs2232238, rs2232239, rs2523943, rs6904029, rs2735076, rs2394250, rs2893999, rs3823374, rs2571375, rs3823384, rs9260860, rs2108691, rs9260915, rs423808, rs2571430, rs2246638, rs2394255, rs401618, rs2735067, rs11757750, rs17186937, rs11755961, rs3901554, rs5025708, rs12665186, rs9260930, rs12662611, rs9260967, rs9260984, rs6457121, rs6910898, rs9260997, rs9260998, rs9261040, rs6941318, rs6904120, rs9261079, rs9261081, rs9261091, rs11760176, rs9261093, rs11965524, rs2286405, rs2286404, rs9261105, rs356968, rs6940082, rs2240619, rs3765604, rs9261115, rs9261129, rs11753431, rs3734836, rs9261130, rs9261138, rs16896044, rs6457126, rs356954, rs9357092, rs9261145, rs6926792, rs6931776, rs165256, rs4711206, rs9261151, rs3891157, rs3129012, rs3891156, rs6919617, rs1150743, rs9261171, rs9261174, rs4448133, rs9261189, rs16896923, rs9261193, rs3121593, rs166327, rs3869067, rs3869068, rs9261203, rs259938, rs3910312, rs9261216, rs259939, rs259940, rs9261224, rs259942, rs3132128, rs6457138 , Rs7771476, rs6457140, rs28570682, rs7761314, rs9261257, rs9261258, rs3869070, rs9261261, rs9261263, rs6911724, rs259919, rs6917477, rs10484549, rs9261265, rs3757328, rs3757329, rs3757333, rs9295829, rs1150742, rs7770092, rs7770505, rs10745, rs9261269, rs9261270, rs1150740 , rs9261277, rs3188482, rs3807030, rs3807031, rs9261285, rs2074482, rs9261288, rs1245371, rs2301753, rs2301751, rs9393989, rs2074480, rs2074479, rs9261301, rs9261302, rs3807033, rs3132682, rs3807035, rs1150735, rs2394734, rs4711209, rs9261316, rs7382061, rs2057728, rs9261361 , rs9261371, rs17187805, rs9261387, rs6923832, rs7765810, rs9261394, rs1264702, rs916570, rs1264701, rs1264698, rs7763159, rs1108052, rs1110446, rs2240070, rs1116222, rs1116221, rs11964542, rs2844796, rs2248289, rs3132680, rs2523992, rs2523988, rs2523987, rs2517597, rs2523986 , rs2523981, rs2523979, rs9261434, rs17455565, rs10947056, rs2523995, rs3132676, rs9468693, rs3094134, rs3757334, rs12212092, rs9261536, rs2857449, rs17188127, rs2074475, rs10 63280, rs13212414, rs9261538, rs2517623, rs9261547, rs4476873, rs10947058, rs11967808, rs11961294, rs1345229, rs9295837, rs3094138, rs3094137, rs10456378, rs2508028, rs9261588, rs928824, rs28780093, rs1264622, rs8973, rs3094631, rs7758503, rs1264608, rs1264581, rs12663184, rs7767653, rs3129838, rs6931763, rs6905389, rs3132649, rs3094061, rs3130375, rs3130379, rs3094622, rs3094621, rs2057726, rs3129808, rs3129809, rs3130361, rs11759238, rs7772240, rs3129817, rs3129820, rs3132631, rs3132630, rs3129822, rs3132625, rs1245218, rs7744914, rs28780099, rs3094032, rs3130126, rs3094050, rs17475879, rs3130116, rs9261761, rs9261821, rs9261846, rs1573294, rs9261895, rs9261919, rs9261922, rs9261923, rs9261926, rs9261947, rs9501447, rs1079541, rs9295863, rs9295871, rs9295873, rs4947284, rs9295886, rs17411480, rs35407515, rs34101875, rs9501336, rs11966619, rs35792611, rs2524172, rs2516670, rs28780106, rs3757335, rs12192673, rs4713337, rs3132611, rs4148248, rs1264429, rs9348841, rs2517565, rs17195551, rs1079687, rs3094104, rs3132608, rs2269708, rs1076829, rs9262138, rs3130000, rs1076828, rs3094098, rs2285322, rs3094097, rs17189246, rs2285321, rs6937357, rs9468805, rs9262141, rs2269707, rs2239887, rs2394392, rs3129996, rs2249059, rs3094092, rs2269703, rs2239886, rs28994872, rs2269702, rs28986466, rs6929626, rs17189329, rs28986465, rs2075015, rs6924270, rs3132587, rs9461624, rs4713354, rs3132584, rs25527, rs8233, rs9500864, rs3095329, rs35580157, rs3094127, rs12179975, rs9501029, rs1064627, rs3909184, rs9969042, rs9968884, rs9380182, rs12111310, rs10947088, rs10947089, rs2301277, rs12210092, rs6926530, rs11757629, rs17189427, rs3131064, rs1264377, rs3129987, rs3094123, rs3094111, rs1264352, rs9262216, rs3130785, rs3130648, rs11757306, rs9262222, rs3095345, rs11759095, rs9262256, rs7746003, rs9262280, rs3131034, rs6457281, rs3132572, rs3130779, rs3130780, rs3218822, rs7766094, rs4678, rs3131787, rs3095151, rs7764239, rs2844649, rs6933400, rs6933909, rs4711248, rs2844648, rs2844701, rs2 844700, rs9391637, rs2517451, rs9368647, rs2247178, rs3094086, rs11970154, rs9368648, rs2429557, rs9295937, rs4711250, rs2844697, rs2530715, rs3095089, rs3132579, rs3131931, rs2517425, rs1634714, rs3873342, rs1634718, rs12528082, rs9262539, rs6903912, rs12198448, rs7768644, rs4711253, rs2517549, rs9262560, rs10947129, rs12528584, rs7756294, rs9295947, rs2394427, rs17190134, rs16898614, rs9262632, rs2517512, rs3906263, rs2523887, rs9380215, rs9263509, rs2894179, rs2517403, rs6919169, rs9263600, rs2844635, rs9391709, rs1265062, rs2233985, rs2233984, rs2233976, rs2233974, rs2270190, rs4495304, rs2233964, rs2233956, rs3823402, rs17190526, rs6917517, rs9295952, rs3130981, rs3132553, rs3132552, rs3132550, rs3130989, rs3132546, rs3095317, rs2239520, rs3095314, rs4410768, rs9295953, rs3778630, rs3778638, rs10947137, rs9263719, rs3130560, rs3734861, rs4959053, rs3130564, rs28732100, rs1265100, rs2233954, rs2233950, rs9263726, rs1265093, rs2233945, rs1966, rs9263733, rs2073718, rs9263739, rs1196 7883, rs130072, rs1265076, rs3132538, rs746647, rs9263749, rs1265114, rs1265112, rs130067, rs2517985, rs1265110, rs130077, rs130076, rs9263781, rs720465, rs9263785, rs6905862, rs6929434, rs2073724, rs9263794, rs1044870, rs17190776, rs9263796, rs3757349, rs9263800, rs12215963, rs885952, rs1108746, rs1265159, rs2269713, rs887468, rs3132517, rs3094188, rs1265156, rs9468877, rs4713438, rs9263823, rs9263846, rs9405015, rs1265178, rs28362332, rs28362343, rs3094609, rs6903896, rs10807081, rs9263870, rs6921948, rs4446605, rs3094606, rs2894181, rs9263911, rs3132506, rs9263916, rs3132505, rs35718543, rs3130952, rs3132503, rs9263948, rs9468898, rs28360990, rs3132501, rs9263979, rs12662501, rs9263993, rs3130521, rs28397289, rs6908994, rs3130473, rs3130528, rs7745906, rs2394892, rs3130685, rs2394895, rs28397299, rs3132499, rs6901869, rs3130695, rs4332019, rs9357117, rs2394950, rs2245822, rs2853961, rs3130542, rs9264532, rs9394047, rs34131062, rs9264602, rs9366775, rs2074488, rs9357121, rs2249742, r s7759127, rs5010528, rs6923313, rs2844613, rs3130696, rs2524074, rs9264731, rs2524073, rs9468913, rs2524068, rs9391714, rs6906846, rs17198616, rs9468914, rs2844603, rs9461684, rs2853935, rs2853933, rs2853930, rs2524048, rs2524044, rs9468924, rs2524043, rs3900938, rs2524040, rs9468925, rs2256583, rs2524163, rs2524162, rs2524160, rs9357122, rs2524156, rs3873380, rs9348863, rs3873381, rs2524132, rs2853925, rs2247056, rs3905495, rs2524115, rs17192463, rs13191519, rs2853922, rs2524089, rs9380238, rs9380240, rs2524066, rs9366778, rs3873385, rs3915971, rs9468935, rs7750269, rs9264851, rs9264869, rs9264870, rs9368675, rs9368677, rs9264904, rs9264916, rs7760988, rs364415, rs3873386, rs9500887, rs28380796, rs2844586, rs2523619, rs4394275, rs2523618, rs9391846, rs2596503, rs1058026, rs2596487, rs2523573, rs2596548, rs2596549, rs2523557, rs2523554, rs2523544, rs9266395, rs2523537, rs9266409, rs2844567, rs2253908, rs9266433, rs4358666, rs2844556, rs2254556, rs6933050, rs13202464, rs4959069, rs95015 87, rs3094600, rs9266669, rs4143334, rs9266722, rs3016014, rs2442749, rs9266772, rs9266773, rs9266774, rs2523477, rs2523476, rs2523464, rs2523454, rs2844523, rs2844519, rs2263313, rs2857281, rs12174396, rs6910087, rs3828875, rs2256028, rs2848713, rs10223568, rs4418214, rs9501109, rs2524279, rs4346874, rs9501595, rs2524277, rs9469003, rs6938674, rs2524276, rs9267084, rs28575156, rs2844510, rs9765960, rs12206131, rs16899646, rs3128982, rs2596460, rs2596458, rs2395028, rs2596480, rs2523684, rs6930572, rs2255001, rs2255221, rs11752262, rs2395030, rs11757571, rs3094604, rs3094013, rs2516518, rs4713466, rs2395031, rs9267137, rs7758090, rs2844505, rs6940467, rs3131643, rs3828893, rs3749945, rs3749946, rs3099844, rs2905722, rs2905747, rs3094011, rs9267280, rs2904783, rs3130922, rs2395043, rs3134899, rs3131638, rs3131633, rs3067945, rs3094001, rs3131630, rs3130636, rs3093993, rs9469021, rs3095227, rs3093992, rs3093988, rs2516482, rs3093983, rs3093981, rs3093980, rs3115537, rs3219190, rs3093978, rs3130056, rs3093948, rs3131628, rs3093976, rs2734583, rs3130058, rs1129640, rs2516393, rs2523511, rs2523508, rs7738430, rs2239528, rs2523504, rs3219183, rs35969216, rs2255798, rs13192469, rs9469024, rs2857709, rs2857708, rs3093542, rs4248157, rs1800629, rs3093671, rs3093672, rs3093561, rs9267503, rs13211368, rs28732144, rs34816476, rs11575839, rs11755226, rs2509217, rs17200810, rs2857700, rs3132451, rs28732150, rs2736182, rs2736177, rs3130070, rs2280801, rs17200837, rs1046080, rs3130623, rs17207225, rs2736161, rs3130626, rs2736157, rs2272593, rs11538263, rs11538264, rs9267522, rs10885, rs9267525, rs3130628, rs7770976, rs35843778, rs2844463, rs10484558, rs3130050, rs3117583, rs805264, rs2273612, rs707921, rs28732157, rs707974, rs805259, rs928814, rs3130618, rs805258, rs9267529, rs3117578, rs805268, rs805267, rs11758242, rs805272, rs3115667, rs805269, rs9267533, rs9267534, rs9267536, rs10573, rs1475865, rs805283, rs1266071, rs9267545, rs34406901, rs805295, rs3793125, rs9469040, rs94690 41, rs9469042, rs3749952, rs4713479, rs453098, rs3101018, rs28381339, rs28381346, rs707915, rs3117572, rs1150793, rs9296001, rs11754464, rs9461718, rs28399987, rs707936, rs707934, rs9461721, rs9461725, rs34585796, rs2273613, rs11751198, rs9296002, rs17201171, rs34636308, rs2227955, rs2227956, rs481825, rs16867582, rs34378923, rs13217108, rs35987121, rs9368699, rs9368700, rs17207629, rs11968400, rs9267577, rs9501157, rs13191375, rs9267649, rs13118, rs35092817, rs4947332, rs11966200, rs13192107, rs9267659, rs36097221, rs589428, rs486416, rs35875104, rs9267661, rs9469069, rs28732165, rs28435656, rs9267673, rs644045, rs511294, rs498240, rs9267677, rs9332705, rs11752672, rs2257331, rs9332735, rs635348, rs12614, rs9501161, rs9267785, rs34555781, rs9296003, rs492899, rs2280773, rs13217120, rs34241101, rs2075702, rs2854432, rs2746394, rs9391732, rs11757034, rs34214527, rs10046127, rs2077580, rs12198173, rs3749963, rs11751545, rs34878747, rs11756755, rs13199524, rs1269854, rs4713503, rs12153855 , Rs13196724, rs28732175, rs204892, rs4713504, rs11753510, rs13211318, rs388629, rs204999, rs28732178, rs3134608, rs34129552, rs3096697, rs3130347, rs34280838, rs3130284, rs2071290, rs3134947, rs3134945, rs3130349, rs12663103, rs9267820, rs2114437, rs3134942, rs3132935, rs6907458 , rs17604492, rs3132956, rs2269418, rs3213468, rs8192591, rs430916, rs2071282, rs8192584, rs8192565, rs483574, rs482759, rs511027, rs28895018, rs28366174, rs6906662, rs9268199, rs6910071, rs498422, rs3132958, rs3132959, rs28732193, rs9469099, rs3117133, rs910049, rs12662503 , rs2395148, rs3129907, rs2894249, rs2143462, rs3129931, rs3129937, rs3129939, rs3129941, rs2076535, rs2073045, rs9391858, rs3129945, rs9268425, rs9268428, rs2894252, rs2894253, rs8180664, rs9268454, rs9268456, rs28732201, rs6930777, rs9268461, rs9268474, rs28366191, rs2076528 , rs2076527, rs3763305, rs2076525, rs2076524, rs3793127, rs3763309, rs3763310, rs3763312, rs3763315, rs3763316, rs9380293, rs9268516, rs9405098, rs3129963, rs2395163, rs 2395165, rs2395166, rs9268557, rs6457580, rs3135344, rs9501626, rs11759143, rs3129860, rs7356880, rs2027856, rs3129868, rs6911777, rs3129883, rs3129886, rs3129887, rs2239805, rs11544315, rs2239802, rs2395182, rs3763326, rs28895103, rs28895187, rs7763262, rs28732227, rs9268831, rs9268926, rs7748472, rs3830135, rs9270665, rs28605404, rs2858870, rs602457, rs9270986, rs9271055, rs9271100, rs660895, rs9271170, rs35759989, rs4530903, rs642093, rs13204672, rs9271348, rs3135005, rs9271366, rs17533090, rs2097431, rs3129763, rs9271588, rs35399661, rs9271775, rs9272219, rs3104369, rs2187668, rs9273012, rs17843604, rs9273327, rs9273349, rs6906021, rs1063355, rs9273448, rs2854275, rs7775228, rs9275224, rs2858324, rs9275245, rs5000634, rs17427431, rs6457617, rs6457622, rs2647003, rs9357152, rs9275312, rs2856725, rs9275330, rs9275333, rs35998847, rs3135006, rs17427599, rs2858308, rs2856717, rs2858305, rs2856705, rs13192471, rs1794275, rs4947344, rs9275572, rs3129727, rs7765379, rs2858332, rs9275595, rs7454108, rs3957146, rs9275596, rs3998159, rs3957148, rs3873444, rs3892710, rs3997854, rs6915986, rs6936707, rs9275659, rs9275686, rs9275698, rs763026, rs2859099, rs9276310, rs7773068, rs7773694, rs7755597, rs9276399, rs17500468, rs2213565, rs9276435, rs28986337, rs28986338, rs28986359, rs28986364, rs10484564, rs28986373, rs13204139, rs28986396, rs7758736, rs9276722, rs11967235, rs2071471, rs3763355, rs3763354, rs9784876, rs16870907, rs13209654, rs10484565, rs9380326, rs4148872, rs4148871, rs241428, rs13215, rs17213812, rs16871027, rs2071538, rs4148878, rs28724900, rs35571244, rs10214510, rs9469311, rs35599935, rs6934645, rs12206377, rs1480380, rs6906517, rs11757089, rs2894311, rs9276969, rs3128933, rs3129304, rs3129303, rs3129302, rs3130603, rs9276992, rs3130604, rs3130607, rs423639, rs17214311, rs3130609, rs397576, rs6933319, rs34493748, rs763469, rs7738815, rs376877, rs2395309, rs3077, rs2301226, rs1054025, rs1042190, rs10214910, rs2301220, rs9277341, rs6914849, rs1431399, rs143140 0, rs1431401, rs2051548, rs9380340, rs2071349, rs2071351, rs2071353, rs3135021, rs1042151, rs2856826, rs9378177, rs9277378, rs9277396, rs9277464, rs9277469, rs3097675, rs9277471, rs9277533, rs9277555, rs3117229, rs3117228, rs9277557, rs9277565, rs3130188, rs3091282, rs3117226, rs3117225, rs3097652, rs2068204, rs3128972, rs2179920, rs10484569, rs2179919, rs2281390, rs2281389, rs3128917, rs2281388, rs7763822, rs3117222, rs3128918, rs3130190, rs3130191, rs3117221, rs3130198, rs3117213, rs2395319, rs3117239, rs2064479, rs2064478, rs2064476, rs3117234, rs3117231, rs3130215, rs3117230, rs3128930, rs6457713, rs9380342, rs9380343, rs6937034, rs6937061, rs9348906, rs9277629, rs1810472, rs2395349, rs3117039, rs3117038, rs3117035, rs1883414, rs9277682, rs4713607, rs9277723, rs3117021, rs6913896, rs3129275, rs3117016, rs3117008, rs3117004, rs3116998, rs3130235, rs3130237, rs6901221, rs9277768, rs2294472, rs2395352, rs7756467, rs3129264, rs7750000, rs9366816, rs13437000, rs4713610, rs926421, rs3129 249, rs9296086, rs7754200, rs3129234, rs3129231, rs3129228, rs3129223, rs3130151, rs2395365, rs3129214, rs721394, rs756441, rs756440, rs9277912, rs3129207, rs3129206, rs9277920, rs9368757, rs9380351, rs2235499, rs734181, rs2235498, rs986522, rs2855441, rs9368758, rs2855440, rs2855437, rs2855430, rs16868943, rs2269346, rs9469378, rs9277935, rs2076310, rs110662, rs439205, rs383711, rs421446, rs107822, rs213210, rs213208, rs1567464, rs213213, rs9277937, rs28892580, rs386084, rs17215210, rs12664430, rs6923740, rs761583, rs7752625, rs1755044, rs2772385, rs2772372, rs2772374, rs68191, rs169737, rs2296340, rs11753634 and rs11758326.
본 발명자들은 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형 결정을 위한 단일 염기 다형성 조합을 포함하는 레퍼런스를 개발하고자 예의 연구 노력하였다. 그 결과 소정의 1778개 단일 염기 다형성의 조합을 선정하였고, 이를 이용하는 경우 높은 정확도로 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 결정할 수 있음을 규명하였다.The present inventors sought to develop a reference containing a single base polymorphism combination for the genotyping of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people. HLA-B, HLA-C, HLA-DPB1, or HLA-DQB1 genotypes were determined with high accuracy by using a combination of 1778 single nucleotide polymorphisms. Respectively.
본 명세서 상의 동어 "분석 대상(subject)"는 인간(human)을 의미하며, 보다 구체적으로 동아시아인(east Asian)을 의미한다. 본 명세서 상의 동아시아인은 한국인, 중국인 및 일본인을 포함하며, 한국인, 중국인 또는 일본인과 유전적 기원이 동일한 민족을 포함한다. The subject "subject" in this specification means human, and more specifically, East Asian. East Asian people in this specification include Koreans, Chinese and Japanese, and include people of the same genetic origin as Koreans, Chinese or Japanese.
본 발명의 특징은 본 발명자들이 선정한 특정의 단일 염기 다형성들의 유전자형의 조합을 이용하여 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 높은 정확도로 분석할 수 있다는데 있다. A feature of the present invention is that a genotype of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 can be analyzed with high accuracy using a combination of genotypes of specific single nucleotide polymorphisms selected by the present inventors have.
본 명세서 상의 용어 "단일 염기 다형성(Single nucleotide polymorphism; SNP)"은 인간 전체 지놈 중 개체별로 염기순서가 달라지는 부분으로서, 인종이나 개인 간의 표현형의 차이, 질병 원인에 대한 감수성 등에 대한 차이를 불러올 수 있는 부분이다. 본 발명자들은 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형과 관련된 SNP들 중 가장 효율적으로 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형 분석을 수행할 수 있는 본 발명의 1778개 SNP들의 조합을 최초로 발굴하였다. 상기 1778개 SNP 서열은 미국 국립생물정보센터(http://www.ncbi.nlm.nih.gov/)에서 얻을 수 있다.The term " single nucleotide polymorphism " (SNP) in the present specification refers to a part of the entire human genome that changes in the order of bases, and may cause differences in the phenotype of a race or an individual, Section. The present inventors East Asians of HLA-A, HLA-B, HLA-C, HLA-DPB1 , or the most efficient of the SNP associated with HLA-DQB1 genotype HLA-A, HLA-B, HLA-C, HLA-DPB1 or A combination of 1778 SNPs of the present invention capable of performing genotyping of HLA-DQB1 was first discovered. The 1778 SNP sequences can be obtained from the National Center for Bioinformatics (http://www.ncbi.nlm.nih.gov/).
본 발명의 일 구현예에 있어서, 본 발명의 단계 (a)는 마이크로어레이(microarray)에 의한 혼성화 방법, 대립유전자 특이적 프로브 혼성화 방법(allele-specific probe hybridization), 대립 유전자 특이적 증폭 방법(allelespecific amplification), 서열분석법(sequencing), 5' 뉴클레아제 분해법(5' nuclease digestion), 분자 비콘 어세이법(molecular beacon assay), 올리고뉴클레오티드 결합 어세이법(oligonucleotide ligation assay), 크기 분석법(size analysis) 및 단일 가닥 배좌 다형성법(single-stranded conformation polymorphism)으로 이루어지는 군으로부터 선택되는 방법에 의해 수행된다.In one embodiment of the present invention, step (a) of the present invention comprises hybridization by a microarray, allele-specific probe hybridization, allele specific amplification amplification, sequencing, 5 'nuclease digestion, molecular beacon assay, oligonucleotide ligation assay, size analysis Quot;) and single-stranded conformation polymorphism. ≪ / RTI >
본 발명의 일 구현예에 있어서, 본 발명의 생물학적 시료는 혈액, 조직, 세포, 혈청, 혈장, 타액, 객담 및 소변으로 이루어진 군으로부터 선택되는 어느 하나이다.
In one embodiment of the present invention, the biological sample of the present invention is any one selected from the group consisting of blood, tissue, cells, serum, plasma, saliva, sputum and urine.
본 발명의 다른 일 양태에 따르면, 본 발명은 다음 단계를 포함하는 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 분석 방법을 제공한다: According to another aspect of the present invention, the present invention provides a method for analyzing human leukocyte antigen (HLA) -A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people comprising the following steps :
(a) 상술한 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 결정을 위한 데이터 수집 방법방법에 의해 분석 대상으로부터 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 결정을 위한 데이터를 수집하는 단계; 및(a) the above-mentioned HLA (human leukocyte antigen) -A, HLA-B, HLA-C, HLA-DPB1 or from the analyte by the methods of data collection method for the HLA-DQB1 genotype determination HLA (human leukocyte antigen) - A , HLA-B, HLA-C, HLA-DPBl or HLA-DQB1 genotyping; And
(b) 단계 (a)로부터 얻은 단일 염기 다형성 조합의 유전자형들을, 상기 단일 염기 다형성 조합의 유전자형들과 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형의 연관성에 대한 사전 정보(predetermined information)를 제공하는 레퍼런스(reference)와 비교하여, 상기 분석 대상의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 결정하는 단계. (b) comparing the genotypes of the single nucleotide polymorphism combinations obtained from step (a) with the genotypes of the single nucleotide polymorphism combinations and the genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 to be analyzed in comparison with a reference providing predetermined information about the genotype.
단계 (b)에 있어서의 레퍼런스(reference)는 본 발명자들이 본 명세서 상의 실시예에 기재한 방법에 의해 상술한 SNP 목록 1의 단일 염기 다형성 조합에 대한 정보들을 이용하여 최초로 구축한 데이터 베이스이다. 본 발명의 레퍼런스 정보는 http://sites.google.com/site/KwangwooKimPhD에서 얻을 수 있다. 예측을 위한 계산 프로그램은 SNP2HLA를 통해 본 발명자들이 구축한 레퍼런스 정보를 가지고 수행된다. The reference in step (b) is a database originally constructed by using the information on the single nucleotide polymorphism combination of
본 발명의 일 구현 예에 있어서, 본 발명의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형은 전통적인 (classical) 2자리(2-digit), 4자리(4-digit) 해상도로 결정한다. 본 발명의 단일 염기 다형성 조합을 이용하여 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1 유전형을 예측하는 경우, 한국인을 대상으로 각각 88.1%(표준편차: 3.4%), 84.3%(표준편차: 4.1%), 92.9%(표준편차: 2.7%), 92.9%(표준편차: 2.4%) 및 91.0%(표준편차: 3.1%)의 4자리 유전형 일치도를 나타내며, CHB(HanChinese in Beijing, China) 및 JPT(Japanese in Tokyo, Japan)에 대하여 HLA-A, HLA-B, HLA-C 및 HLA-DQB1 유전형을 예측하는 경우 각각 89.3%, 85.2%, 98.4% 및 90.2%의 높은 4자리 유전형 일치도를 나타낸다. 이는 종래 유럽인 대상의 레퍼런스 패널을 이용하는 경우에 비하여 훨씬 높은 정확도를 보이는 것이다(참조: 표 3).In one embodiment of the present invention, the genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of the present invention are classical 2-digit, -digit) resolution. In the case of predicting the HLA-A, HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 genotypes using the single nucleotide polymorphism combination of the present invention , 88.1% (standard deviation: 3.4% , And 92.0% (standard deviation: 2.4%) and 91.0% (standard deviation: 3.1%), respectively, and the CHB (HanChinese A, HLA-B, HLA-C and HLA-DQB1 genotypes were predicted for 89.3%, 85.2%, 98.4% and 90.2%, respectively, 4-digit genotype agreement. This is a much higher accuracy than with conventional reference panels for Europeans (see Table 3).
본 발명의 일 구현예에 있어서, SNP 목록 1의 단일 염기 다형성들은 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전형과 연관불균등(linkage disequilibrium) 지수(r2)가 0.3이상 이다. 본 명세서 상의 용어 "연관불균등"은 두 개 이상의 유전변위 위차에서 대립유전자들이 무작위로 예상되는 것보다 더 높은 빈도로 같이 출현하는 것으로, 해당 지수는 유전적 연관성을 나타내는 척도를 의미한다. 본 발명자들은 본 발명의 1778개 단일 염기 다형성의 조합을 이용하는 경우 연관불균등지수(r2)가 0.3이상으로서, HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 분석하는데 가장 효율적으로 높은 정확도를 보여줌을 확인하였다.
In one embodiment, the polymorphism of the
본 발명의 다른 일 양태에 따르면, 본 발명은 SNP 목록 1의 단일 염기 다형성 조합, 또는 상기 조합의 각각의 단일 염기 다형성에 상보적인 서열을 갖는 올리고뉴클레오타이드를 포함하는 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 분석용 키트를 제공한다.In accordance with another aspect of the present invention, the present invention relates to a single nucleotide polymorphism combination of
단일 염기 다형성 조합 서열, 또는 상보적인 서열을 갖는 올리고뉴클레오타이드를 포함하는 분석용 키트를 이용하면, 저비용으로 신속하게 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1 유전자형을 분석할 수 있다.
A, HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 genotypes at low cost by using an assay kit containing oligonucleotides having a single nucleotide polymorphism combining sequence or a complementary sequence can do.
본 발명의 다른 일 양태에 따르면, 본 발명은 다음 단계를 포함하는 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1 유전자형을 결정하는 방법을 컴퓨터 상에서 실행하기 위한 컴퓨터 프로그램을 제공한다:According to another aspect of the present invention , there is provided a method for determining HLA (human leukocyte antigen) -A, HLA-B, HLA-C, HLA-DPBl and HLA-DQB1 genotypes of East Asian people comprising the following steps A computer program for running on a computer is provided:
(a) 분석 대상(subject)으로부터 유래한 생물학적 시료로부터 분리한 핵산 시료로부터 얻은 SNP 목록 1의 단일 염기 다형성 조합의 유전자형 정보를 수신하는 단계; 및(a) receiving genotype information of a single nucleotide polymorphism combination of
(b) 단계(a)로부터 얻은 단일 염기 다형성 조합의 유전자형 정보를, 상기 단일 염기 다형성 조합의 유전자형들과 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형의 연관성에 대한 사전 정보(predetermined information)를 제공하는 레퍼런스(reference) 데이터베이스와 비교하여, 상기 분석 대상의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 결정하는 단계.(b) comparing the genotype information of the single nucleotide polymorphism combination obtained from step (a) with the genotypes of the single nucleotide polymorphism combination and the genotype of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA- A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 to be analyzed in comparison with a reference database providing predetermined information on the HLA-
본 발명의 컴퓨터 프로그램은 구체적으로 예를 들면, 종래 알려진 계산 프로그램인 SNP2HLA에 본 발명의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1과 관련된 레퍼런스 데이터베이스를 적용한 것을 이용할 수 있다. Specifically, the computer program of the present invention can be applied, for example, by applying a reference database related to HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of the present invention to SNP2HLA have.
본 발명인 컴퓨터 프로그램은 본 발명의 다른 일 양태인 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 결정을 위한 데이터 수집 방법 및 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 분석 방법을 이용하므로, 중복되는 내용에 대하여는 본 명세서 기재의 과도한 복잡성을 피하기 위해 생략하도록 한다.
The computer program of the present invention is a method for collecting data for determination of HLA- HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people as another aspect of the present invention , HLA-B, HLA-C, HLA-DPB1, or HLA-DQB1 genotyping methods are used to avoid redundancy in order to avoid the excessive complexity described herein.
본 발명의 다른 일 양태에 따르면, 본 발명은 동아시아인의 HLA(human leukocyte antigen)-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 결정하는 방법을 컴퓨터 상에서 실행하기 위한 컴퓨터 프로그램을 포함하며, 상기 프로그램을 컴퓨터 상에서 실행하기 위하여 컴퓨터로 읽을 수 있는 기록매체를 제공한다. According to another aspect of the present invention, there is provided a method for determining a human leukocyte antigen (HLA) -A, HLA-B, HLA-C, HLA-DPB1 or HLA- A computer program, and a computer-readable recording medium for executing the program on a computer.
본 발명인 기록매체는 본 발명의 다른 일 양태인 컴퓨터 프로그램을 저장하는 저장매체에 관한 것이므로, 중복되는 내용에 대하여는 본 명세서 기재의 과도한 복잡성을 피하기 위해 생략하도록 한다.
Since the recording medium of the present invention relates to a storage medium for storing a computer program, which is another aspect of the present invention, redundant contents are omitted in order to avoid excessive complexity described in the present specification.
본 발명의 특징 및 이점을 요약하면 다음과 같다:The features and advantages of the present invention are summarized as follows:
(a) 본 발명은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 분석하는데 적합한 레퍼런스를 이용하는 유전자형 분석방법을 제공한다. (a) The present invention provides a genotyping method using a reference suitable for analyzing genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people.
(b) 본 발명은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 분석하는데 적합한 단일 염기 다형성 조합을 이용한 유전자형 분석용 키트를 제공한다.(b) The present invention provides a kit for genotype analysis using a single base polymorphism combination suitable for analyzing genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people.
(c) 본 발명은 동아시아인의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 분석하는데 적합한 단일 염기 다형성 조합을 이용한 유전자형 분석용 컴퓨터 프로그램을 제공한다. (c) The present invention provides a computer program for genotyping using single base polymorphism combinations suitable for analyzing genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 of East Asian people.
(d) 본 발명을 이용하면, 종래 방법에 비해 간편하게 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 분석할 수 있다. (d) Using the present invention, HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people can be easily analyzed compared to the conventional method.
(e) 본 발명을 이용하면, 높은 정확도로 동아시아인들의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형을 분석할 수 있다.
(e) Using the present invention, HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people can be analyzed with high accuracy.
도 1은 실제 HLA-A 유전형과 예측된 HLA-A 유전형의 일치도를 확인한 결과를 나타낸다.
도 2는 실제 HLA-B 유전형과 예측된 HLA-B 유전형의 일치도를 확인한 결과를 나타낸다.
도 3은 실제 HLA-C 유전형과 예측된 HLA-C 유전형의 일치도를 확인한 결과를 나타낸다.
도 4는 실제 HLA-DPB1 유전형과 예측된 HLA-DPB1 유전형의 일치도를 확인한 결과를 나타낸다.
도 5는 실제 HLA-DQB1 유전형과 예측된 HLA-DQB1 유전형의 일치도를 확인한 결과를 나타낸다.FIG. 1 shows the results of confirming the agreement between the actual HLA-A genotype and the predicted HLA-A genotype.
FIG. 2 shows the results of confirming the agreement between the actual HLA-B genotype and the predicted HLA-B genotype.
FIG. 3 shows the results of confirming the agreement between the actual HLA-C genotype and the predicted HLA-C genotype.
Fig. 4 shows the results of confirming the agreement between the actual HLA-DPB1 genotype and the predicted HLA-DPB1 genotype.
FIG. 5 shows the results of confirming the agreement between the actual HLA-DQB1 genotype and the predicted HLA-DQB1 genotype.
이하, 실시예를 통하여 본 발명을 더욱 상세히 설명하고자 한다. 이들 실시예는 오로지 본 발명을 보다 구체적으로 설명하기 위한 것으로, 본 발명의 요지에 따라 본 발명의 범위가 이들 실시예에 의해 제한되지 않는다는 것은 당업계에서 통상의 지식을 가진 자에 있어서 자명할 것이다.
Hereinafter, the present invention will be described in more detail with reference to Examples. It is to be understood by those skilled in the art that these embodiments are only for describing the present invention in more detail and that the scope of the present invention is not limited by these embodiments in accordance with the gist of the present invention .
실시예 Example
실시예 1: 1778개 단일 염기 다형성을 이용한 Example 1: Using 1778 single nucleotide polymorphisms HLA-A, HLA-B, HLA-C, HLA-DPB1 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는or HLA-DQB1 HLA-DQB1 유전형 예측력 확인 Confirm Genetic Prediction
임의로 선정한 한국인 413명의 혈액 DNA로부터 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 전통적인(classical) HLA 대립유전자를 면역학 및 감염 질환 연구소(Institute for Immunology and Infectious Diseases)(Murdoch WA, Australia)에서 Roche's GS 454 시퀀싱을 이용하여 분석하였다. HLA 대립유전자를 위한 정식 분류 알고리즘(institutional calling algorithms)은 ASHI(American Society for Histocompatibility and Immunogenetics)에 의해 승인되었다. 상기 샘플에 대하여 SNPgenetics 사(서울, 대한민국)의 Illumina's HumanOmniExpress 어레이를 이용하여 그들의 SNP를 시험하였다. 일반적인 품질 관리 기준을 마이너 대립유전자 빈도(minor allele frequency)(MAF; MAF>0.5%), 하디-와인버그 평형(Hardy-Weinberg equilibrium)(HWE; HWE의 p 값<5×10-7), SNP 당 분류율(call rate)(>98%), 개체(individual) 당 분류율(call rate)(>98%), 이형접합체 율(heterozygosity rate), 인구 층화(population stratification), 대상-보고된 및 유전적 성별 사이의 일관성(consistency), 및 크립틱 관련성(cryptic relatedness)(duplicate and cryptic 1st degree relatives)에 적용하였다. HLA 레퍼런스 예측을 위해 6번 염색체 25 Mb 내지 33 Mb까지의 MHC 사이의 SNP 5858개를 추출하였다. The classical HLA alleles of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 were randomly selected from the blood DNA of 413 Koreans in the Immunology and Infectious Diseases laboratory Murdoch WA, Australia) using Roche's GS 454 sequencing. Institutional calling algorithms for HLA alleles have been approved by the American Society for Histocompatibility and Immunogenetics (ASHI). The SNPs of the samples were tested using an Illumina's HumanOmni Express array of SNPgenetics (Seoul, Korea). The general quality control criteria were minor allele frequency (MAF; MAF> 0.5%), Hardy-Weinberg equilibrium (HWE; HWE p-value <5 x 10 -7 ) It has been suggested that the call rate (> 98%), the call rate per individual (> 98%), heterozygosity rate, population stratification, Consistency between sexes, and cryptic relatedness (duplicate and cryptic 1st degree relatives). For HLA reference prediction, 5858 SNPs between MHCs of chromosome 6 and 25 Mb to 33 Mb were extracted.
그 후 413명의 그룹 중 20%의 샘플을 테스트 샘플로 지정하기 위하여, 레퍼런스 그룹(330명)과 테스트 그룹(83명)의 서브세트로 분류하였다. 테스트 그룹의 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1의 유전형 정보는 공개하지 않은 상태에서 레퍼런스 그룹의 유전형 데이터를 기반으로 테스트 그룹의 단일 염기 다형성 데이터에 따라 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1의 유전형을 예측하였다. 단, 레퍼런스 그룹의 단일 염기 다형성은 연관불균등지수(r2)에 따라 10개의 세트를 만들었다(참조: 표 1).Subsequently, 20% of the 413 groups were categorized into a subset of the reference group (330 subjects) and the test group (83 subjects) to be designated as test samples. The test group of HLA-A, HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 genotype information according to the polymorphism data from the test group based on the genotype data for the reference group in the non-visibility of HLA- A, HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 . However, the single nucleotide polymorphisms in the reference group produced 10 sets according to the association inequality index (r 2 ) (see Table 1).
이후 실제 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1의 유전형과 예측된 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1의 유전형의 일치도를 확인하였다. HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 genotypes were compared with the genotype of predicted HLA-A, HLA-B, HLA-C, HLA-DPB1 and HLA- Respectively.
상기 레퍼런스 그룹과 테스트 그룹의 임의 배정을 100회 실시하여, 실제 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1 유전형과 예측된 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1 유전형의 일치도를 100회 확인하였고 평균 예측력을 계산하여 각각 도 1 내지 도 5에 나타내었다. 도 1 내지 도 5는 0.3 이상의 연관불균등지수(r2)를 보이는 본 발명의 SNP 목록 1의 1778개의 단일염기다형성이 적은 수로 높은 정확도를 보여줌을 나타낸다.
A, HLA-B, HLA-C, HLA-DPB1 and HLA-DQB1 genotypes and predicted HLA-A, HLA-B and HLA-C genotype by performing random assignment of the reference group and the test group 100 times. , HLA-DPB1 and HLA-DQB1 genotypes were confirmed 100 times and the average predictive power was calculated and shown in FIGS. 1 to 5, respectively. Figures 1 to 5 show that 1778 single nucleotide polymorphisms of the
0.3 이상의 연관불균등지수(r2)를 보이는 본 발명의 SNP 목록 1의 1778개 SNP가 적은 수로 높은 정확도를 보여줌을 확인하였다(참조: 표 2). 2자리 유전형 일치도는 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1에 대하여 각각 98.2%(표준편차: 1.2%), 90.1%(표준편차: 2.9%), 96.1%(표준편차: 2.7%), 95.4%(표준편차: 2.7%) 및 95.2%(표준편차: 3.1%)였으며, 4자리 유전형 일치도는 HLA-A, HLA-B, HLA-C, HLA-DPB1 및 HLA-DQB1에 대하여 각각 88.1%(표준편차: 3.4%), 84.3%(표준편차: 4.1%), 92.9%(표준편차: 2.7%), 92.9%(표준편차: 2.4%) 및 91.0%(표준편차: 3.1%) 였다.
It was confirmed that 1778 SNPs in the
실시예 2: 일본인 및 중국인의 유전형 예측Example 2: Genetic prediction of Japanese and Chinese
실시예 1에서의 한국인 413명의 HLA-DRB1 유전형 정보와 본 발명의 SNP 목록 1의 단일 염기 다형성 정보를 토대로 international HapMap project(HapMap3 r2 데이터세트; http://hapmap.ncbi.nlm.nih.gov/cgi-perl/gbrowse/hapmap3r2_B36/)에서 분석되어진 일본인 또는 중국인 61명의 단일 염기 다형성을 이용하여 HLA-A, HLA-B, HLA-C 및 HLA-DQB1 유전형을 예측하고, 실제 HLA-A, HLA-B, HLA-C 및 HLA-DQB1 유전형과 비교하였다. 2자리 유전형 일치도는 HLA-A, HLA-B, HLA-C 및 HLA-DQB1에 대하여 각각 96.7%, 90.2%, 99.2% 및 100%였으며, 4자리 유전형 일치도는 HLA-A, HLA-B, HLA-C 및 HLA-DQB1에 대하여 각각 89.3%, 85.2%, 98.4% 및 90.2%였다(참조: 표 2). 이는 유럽인 대상의 레퍼런스 패널로 분석하였을 때, 2자리 유전형 일치도가 HLA-A, HLA-B, HLA-C 및 HLA-DQB1에 대하여 각각 91.1%, 28.3%, 66.8% 및 79.4%, 4자리 유전형 일치도가 HLA-A, HLA-B, HLA-C 및 HLA-DQB1에 대하여 각각 82.9%, 23.3%, 60.2%, 65.9%인 것에 비하여 현저히 상승된 일치도임을 확인하였다(참조: 표 2). 참고로, 유럽인 대상의 레퍼런스와 한국인 레퍼런스의 샘플 수 차이로 인해 발생할 수 있는 결과해석의 오류를 피하기 위해, 유럽인 대상의 레퍼런스로부터 임의로 413명의 정보만을 포함하는 레퍼런스를 만든 후 유전형 일치도를 분석하였다. 총 100회 반복하여 평균값의 유전형 일치도를 표 2에 기재 하였다.
The international HapMap project (HapMap3 r2 data set; http://hapmap.ncbi.nlm.nih.gov/) based on the 413 Korean HLA-DRB1 genotype information in Example 1 and the single nucleotide polymorphism information of the
이상으로 본 발명의 특정한 부분을 상세히 기술하였는 바, 당업계의 통상의 지식을 가진 자에게 있어서 이러한 구체적인 기술은 단지 바람직한 구현 예일 뿐이며, 이에 본 발명의 범위가 제한되는 것이 아닌 점은 명백하다. 따라서, 본 발명의 실질적인 범위는 첨부된 청구항과 그의 등가물에 의하여 정의된다고 할 것이다.
While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the same is by way of illustration and example only and is not to be construed as limiting the scope of the present invention. Accordingly, the actual scope of the present invention will be defined by the appended claims and their equivalents.
참고문헌references
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Claims (9)
SNP 목록 1
rs7739830, rs1880271, rs11751616, rs6908645, rs522024, rs807213, rs807211, rs807203, rs1179007, rs707903, rs1183694, rs806972, rs2298090, rs2298091, rs806966, rs806978, rs806792, rs438534, rs3857549, rs6921148, rs13195509, rs4713002, rs13194984, rs7768682, rs9295700, rs7751878, rs7741445, rs6932003, rs6904071, rs6913660, rs6921711, rs17737028, rs13194053, rs12210982, rs9468019, rs9461345, rs7746199, rs9468031, rs11965377, rs2893912, rs9468058, rs11967073, rs9969094, rs11962403, rs2393997, rs6908615, rs4713119, rs7742752, rs12192568, rs6915101, rs9468227, rs9295749, rs2021835, rs11962868, rs9468236, rs11970638, rs7748520, rs7742529, rs10456357, rs6910968, rs6922530, rs7769416, rs7741570, rs6913038, rs10484404, rs3734572, rs7747772, rs9468293, rs6908414, rs6932313, rs1150671, rs6929559, rs1233667, rs1233698, rs1736892, rs3757183, rs6918043, rs2799076, rs11966237, rs11965542, rs1150725, rs7759855, rs6922161, rs6902583, rs6456812, rs9295769, rs6908459, rs7759845, rs6918631, rs6929449, rs9468346, rs2859379, rs3757181, rs719370, rs2859367, rs2531808, rs2531810, rs2531816, rs6927023, rs722788, rs423118, rs11757235, rs426922, rs413488, rs422089, rs454746, rs449074, rs411538, rs420436, rs7738979, rs11969304, rs911178, rs4711176, rs7742658, rs6925972, rs1319076, rs6456832, rs9468413, rs6456834, rs11754985, rs11963531, rs209181, rs9501112, rs176461, rs7775657, rs209139, rs12386522, rs6934470, rs9468459, rs9295784, rs9468461, rs9468464, rs3129795, rs9468469, rs9468474, rs3129106, rs9468487, rs3129157, rs3130801, rs11962388, rs11964645, rs6899390, rs9468508, rs3117433, rs9348827, rs7761746, rs9257792, rs9257803, rs9257805, rs11969272, rs16894919, rs2073148, rs2746149, rs16894948, rs1362076, rs7771335, rs2107189, rs17415601, rs2066951, rs17184114, rs9393967, rs7767894, rs2294748, rs9461533, rs9391895, rs6930217, rs6935418, rs10484548, rs362541, rs3025657, rs6902738, rs7763501, rs16895058, rs6915177, rs2076486, rs64036, rs2272991, rs362532, rs459970, rs6912437, rs3025650, rs3117073, rs17508548, rs3095273, rs362518, rs2267633, rs2076483, rs2076482, rs29267, rs29264, rs29230, rs29246, rs29243, rs29273, rs3131854, rs9257928, rs16895214, rs439812, rs29269, rs29272, rs29231, rs29235, rs9468571, rs3135050, rs2857783, rs2256266, rs2857784, rs6905408, rs3130253, rs2535250, rs2535248, rs2857771, rs2071652, rs1318631, rs2071653, rs2273192, rs2747419, rs9257940, rs378596, rs9257985, rs3117301, rs2747453, rs2747454, rs2747457, rs2747458, rs2747460, rs2747466, rs3129039, rs3129029, rs3129066, rs9258102, rs6911622, rs2107203, rs3129055, rs9258122, rs3116798, rs2394660, rs3131863, rs11962017, rs1476573, rs1476572, rs1610594, rs1611364, rs2735063, rs1632962, rs2517911, rs2517910, rs9258170, rs1362126, rs2076183, rs9258186, rs1736926, rs2235383, rs1736922, rs1628578, rs2523404, rs2735059, rs2272874, rs3736694, rs2743925, rs2523402, rs2523399, rs2735052, rs2844833, rs2523395, rs2394159, rs2394160, rs9258205, rs9258206, rs1736915, rs1736913, rs9258207, rs9258208, rs9258209, rs2735051, rs9258211, rs2844831, rs9258213, rs932338, rs1633096, rs9258218, rs2743951, rs2517938, rs909732, rs4713240, rs2523386, rs9258225, rs2072894, rs2523385, rs34260811, rs1633085, rs733841, rs1610621, rs909728, rs909725, rs4713244, rs9391630, rs9258260, rs1633068, rs1737079, rs1633057, rs1633056, rs1610628, rs1633048, rs1737069, rs7759474, rs1611285, rs1626392, rs1625636, rs1737060, rs1633041, rs2735048, rs2735046, rs1737043, rs1737041, rs11753872, rs9258302, rs9258303, rs1615962, rs2844836, rs1633021, rs1002046, rs2743941, rs7758742, rs1610644, rs1633011, rs11758087, rs2523414, rs11752553, rs11751333, rs1611185, rs2017525, rs3891160, rs1610711, rs1736982, rs1736981, rs1611192, rs1632988, rs1632987, rs17178826, rs9258447, rs11757182, rs2523409, rs1736971, rs1736969, rs1610699, rs3926748, rs11753629, rs11753654, rs1077432, rs2735028, rs2743933, rs2743931, rs2394177, rs1611149, rs1736936, rs3115630, rs915669, rs1233330, rs11753296, rs16896052, rs2394180, rs2735014, rs9258525, rs2523779, rs2743937, rs2735003, rs9258537, rs2523777, rs2523776, rs1611133, rs2523774, rs2523769, rs2844827, rs16896081, rs2734994, rs2523767, rs2517879, rs9258557, rs2394185, rs2394186, rs9380146, rs3115628, rs2247504, rs2508050, rs3115627, rs2523756, rs9258631, rs2517862, rs3115626, rs2517855, rs2517854, rs3132726, rs6919513, rs1611684, rs9258738, rs17185692, rs2523822, rs9295822, rs3094170, rs1611717, rs9258766, rs9258771, rs765649, rs1611737, rs1611738, rs2524035, rs3094165, rs2734974, rs2734973, rs2517826, rs9258866, rs3132718, rs9258883, rs3094654, rs3132714, rs2523809, rs2523808, rs2517904, rs2524024, rs2860580, rs3823342, rs6921314, rs2735097, rs1655900, rs2523949, rs9260497, rs404046, rs429511, rs2523942, rs2517700, rs9260679, rs441808, rs9260722, rs9260734, rs3903160, rs6457109, rs2844806, rs3893259, rs4713270, rs3869062, rs3893464, rs9260759, rs9260761, rs17186496, rs2517673, rs4713275, rs1061535, rs6916422, rs2523969, rs2523961, rs2523960, rs2256902, rs2523946, rs3823355, rs2844804, rs3823358, rs2232238, rs2232239, rs2523943, rs6904029, rs2735076, rs2394250, rs2893999, rs3823374, rs2571375, rs3823384, rs9260860, rs2108691, rs9260915, rs423808, rs2571430, rs2246638, rs2394255, rs401618, rs2735067, rs11757750, rs17186937, rs11755961, rs3901554, rs5025708, rs12665186, rs9260930, rs12662611, rs9260967, rs9260984, rs6457121, rs6910898, rs9260997, rs9260998, rs9261040, rs6941318, rs6904120, rs9261079, rs9261081, rs9261091, rs11760176, rs9261093, rs11965524, rs2286405, rs2286404, rs9261105, rs356968, rs6940082, rs2240619, rs3765604, rs9261115, rs9261129, rs11753431, rs3734836, rs9261130, rs9261138, rs16896044, rs6457126, rs356954, rs9357092, rs9261145, rs6926792, rs6931776, rs165256, rs4711206, rs9261151, rs3891157, rs3129012, rs3891156, rs6919617, rs1150743, rs9261171, rs9261174, rs4448133, rs9261189, rs16896923, rs9261193, rs3121593, rs166327, rs3869067, rs3869068, rs9261203, rs259938, rs3910312, rs9261216, rs259939, rs259940, rs9261224, rs259942, rs3132128, rs6457138, rs7771476, rs6457140, rs28570682, rs7761314, rs9261257, rs9261258, rs3869070, rs9261261, rs9261263, rs6911724, rs259919, rs6917477, rs10484549, rs9261265, rs3757328, rs3757329, rs3757333, rs9295829, rs1150742, rs7770092, rs7770505, rs10745, rs9261269, rs9261270, rs1150740, rs9261277, rs3188482, rs3807030, rs3807031, rs9261285, rs2074482, rs9261288, rs1245371, rs2301753, rs2301751, rs9393989, rs2074480, rs2074479, rs9261301, rs9261302, rs3807033, rs3132682, rs3807035, rs1150735, rs2394734, rs4711209, rs9261316, rs7382061, rs2057728, rs9261361, rs9261371, rs17187805, rs9261387, rs6923832, rs7765810, rs9261394, rs1264702, rs916570, rs1264701, rs1264698, rs7763159, rs1108052, rs1110446, rs2240070, rs1116222, rs1116221, rs11964542, rs2844796, rs2248289, rs3132680, rs2523992, rs2523988, rs2523987, rs2517597, rs2523986, rs2523981, rs2523979, rs9261434, rs17455565, rs10947056, rs2523995, rs3132676, rs9468693, rs3094134, rs3757334, rs12212092, rs9261536, rs2857449, rs17188127, rs2074475, rs1063280, rs13212414, rs9261538, rs2517623, rs9261547, rs4476873, rs10947058, rs11967808, rs11961294, rs1345229, rs9295837, rs3094138, rs3094137, rs10456378, rs2508028, rs9261588, rs928824, rs28780093, rs1264622, rs8973, rs3094631, rs7758503, rs1264608, rs1264581, rs12663184, rs7767653, rs3129838, rs6931763, rs6905389, rs3132649, rs3094061, rs3130375, rs3130379, rs3094622, rs3094621, rs2057726, rs3129808, rs3129809, rs3130361, rs11759238, rs7772240, rs3129817, rs3129820, rs3132631, rs3132630, rs3129822, rs3132625, rs1245218, rs7744914, rs28780099, rs3094032, rs3130126, rs3094050, rs17475879, rs3130116, rs9261761, rs9261821, rs9261846, rs1573294, rs9261895, rs9261919, rs9261922, rs9261923, rs9261926, rs9261947, rs9501447, rs1079541, rs9295863, rs9295871, rs9295873, rs4947284, rs9295886, rs17411480, rs35407515, rs34101875, rs9501336, rs11966619, rs35792611, rs2524172, rs2516670, rs28780106, rs3757335, rs12192673, rs4713337, rs3132611, rs4148248, rs1264429, rs9348841, rs2517565, rs17195551, rs1079687, rs3094104, rs3132608, rs2269708, rs1076829, rs9262138, rs3130000, rs1076828, rs3094098, rs2285322, rs3094097, rs17189246, rs2285321, rs6937357, rs9468805, rs9262141, rs2269707, rs2239887, rs2394392, rs3129996, rs2249059, rs3094092, rs2269703, rs2239886, rs28994872, rs2269702, rs28986466, rs6929626, rs17189329, rs28986465, rs2075015, rs6924270, rs3132587, rs9461624, rs4713354, rs3132584, rs25527, rs8233, rs9500864, rs3095329, rs35580157, rs3094127, rs12179975, rs9501029, rs1064627, rs3909184, rs9969042, rs9968884, rs9380182, rs12111310, rs10947088, rs10947089, rs2301277, rs12210092, rs6926530, rs11757629, rs17189427, rs3131064, rs1264377, rs3129987, rs3094123, rs3094111, rs1264352, rs9262216, rs3130785, rs3130648, rs11757306, rs9262222, rs3095345, rs11759095, rs9262256, rs7746003, rs9262280, rs3131034, rs6457281, rs3132572, rs3130779, rs3130780, rs3218822, rs7766094, rs4678, rs3131787, rs3095151, rs7764239, rs2844649, rs6933400, rs6933909, rs4711248, rs2844648, rs2844701, rs2844700, rs9391637, rs2517451, rs9368647, rs2247178, rs3094086, rs11970154, rs9368648, rs2429557, rs9295937, rs4711250, rs2844697, rs2530715, rs3095089, rs3132579, rs3131931, rs2517425, rs1634714, rs3873342, rs1634718, rs12528082, rs9262539, rs6903912, rs12198448, rs7768644, rs4711253, rs2517549, rs9262560, rs10947129, rs12528584, rs7756294, rs9295947, rs2394427, rs17190134, rs16898614, rs9262632, rs2517512, rs3906263, rs2523887, rs9380215, rs9263509, rs2894179, rs2517403, rs6919169, rs9263600, rs2844635, rs9391709, rs1265062, rs2233985, rs2233984, rs2233976, rs2233974, rs2270190, rs4495304, rs2233964, rs2233956, rs3823402, rs17190526, rs6917517, rs9295952, rs3130981, rs3132553, rs3132552, rs3132550, rs3130989, rs3132546, rs3095317, rs2239520, rs3095314, rs4410768, rs9295953, rs3778630, rs3778638, rs10947137, rs9263719, rs3130560, rs3734861, rs4959053, rs3130564, rs28732100, rs1265100, rs2233954, rs2233950, rs9263726, rs1265093, rs2233945, rs1966, rs9263733, rs2073718, rs9263739, rs11967883, rs130072, rs1265076, rs3132538, rs746647, rs9263749, rs1265114, rs1265112, rs130067, rs2517985, rs1265110, rs130077, rs130076, rs9263781, rs720465, rs9263785, rs6905862, rs6929434, rs2073724, rs9263794, rs1044870, rs17190776, rs9263796, rs3757349, rs9263800, rs12215963, rs885952, rs1108746, rs1265159, rs2269713, rs887468, rs3132517, rs3094188, rs1265156, rs9468877, rs4713438, rs9263823, rs9263846, rs9405015, rs1265178, rs28362332, rs28362343, rs3094609, rs6903896, rs10807081, rs9263870, rs6921948, rs4446605, rs3094606, rs2894181, rs9263911, rs3132506, rs9263916, rs3132505, rs35718543, rs3130952, rs3132503, rs9263948, rs9468898, rs28360990, rs3132501, rs9263979, rs12662501, rs9263993, rs3130521, rs28397289, rs6908994, rs3130473, rs3130528, rs7745906, rs2394892, rs3130685, rs2394895, rs28397299, rs3132499, rs6901869, rs3130695, rs4332019, rs9357117, rs2394950, rs2245822, rs2853961, rs3130542, rs9264532, rs9394047, rs34131062, rs9264602, rs9366775, rs2074488, rs9357121, rs2249742, rs7759127, rs5010528, rs6923313, rs2844613, rs3130696, rs2524074, rs9264731, rs2524073, rs9468913, rs2524068, rs9391714, rs6906846, rs17198616, rs9468914, rs2844603, rs9461684, rs2853935, rs2853933, rs2853930, rs2524048, rs2524044, rs9468924, rs2524043, rs3900938, rs2524040, rs9468925, rs2256583, rs2524163, rs2524162, rs2524160, rs9357122, rs2524156, rs3873380, rs9348863, rs3873381, rs2524132, rs2853925, rs2247056, rs3905495, rs2524115, rs17192463, rs13191519, rs2853922, rs2524089, rs9380238, rs9380240, rs2524066, rs9366778, rs3873385, rs3915971, rs9468935, rs7750269, rs9264851, rs9264869, rs9264870, rs9368675, rs9368677, rs9264904, rs9264916, rs7760988, rs364415, rs3873386, rs9500887, rs28380796, rs2844586, rs2523619, rs4394275, rs2523618, rs9391846, rs2596503, rs1058026, rs2596487, rs2523573, rs2596548, rs2596549, rs2523557, rs2523554, rs2523544, rs9266395, rs2523537, rs9266409, rs2844567, rs2253908, rs9266433, rs4358666, rs2844556, rs2254556, rs6933050, rs13202464, rs4959069, rs9501587, rs3094600, rs9266669, rs4143334, rs9266722, rs3016014, rs2442749, rs9266772, rs9266773, rs9266774, rs2523477, rs2523476, rs2523464, rs2523454, rs2844523, rs2844519, rs2263313, rs2857281, rs12174396, rs6910087, rs3828875, rs2256028, rs2848713, rs10223568, rs4418214, rs9501109, rs2524279, rs4346874, rs9501595, rs2524277, rs9469003, rs6938674, rs2524276, rs9267084, rs28575156, rs2844510, rs9765960, rs12206131, rs16899646, rs3128982, rs2596460, rs2596458, rs2395028, rs2596480, rs2523684, rs6930572, rs2255001, rs2255221, rs11752262, rs2395030, rs11757571, rs3094604, rs3094013, rs2516518, rs4713466, rs2395031, rs9267137, rs7758090, rs2844505, rs6940467, rs3131643, rs3828893, rs3749945, rs3749946, rs3099844, rs2905722, rs2905747, rs3094011, rs9267280, rs2904783, rs3130922, rs2395043, rs3134899, rs3131638, rs3131633, rs9267445, rs3094001, rs3131630, rs3130636, rs3093993, rs9469021, rs3095227, rs3093992, rs3093988, rs2516482, rs3093983, rs3093981, rs3093980, rs3115537, rs3219190, rs3093978, rs3130056, rs3093948, rs3131628, rs3093976, rs2734583, rs3130058, rs1129640, rs2516393, rs2523511, rs2523508, rs7738430, rs2239528, rs2523504, rs3219183, rs35969216, rs2255798, rs13192469, rs9469024, rs2857709, rs2857708, rs3093542, rs4248157, rs1800629, rs3093671, rs3093672, rs3093561, rs9267503, rs13211368, rs28732144, rs34816476, rs11575839, rs11755226, rs2509217, rs17200810, rs2857700, rs3132451, rs28732150, rs2736182, rs2736177, rs3130070, rs2280801, rs17200837, rs1046080, rs3130623, rs17207225, rs2736161, rs3130626, rs2736157, rs2272593, rs11538263, rs11538264, rs9267522, rs10885, rs9267525, rs3130628, rs7770976, rs35843778, rs2844463, rs10484558, rs3130050, rs3117583, rs805264, rs2273612, rs707921, rs28732157, rs707974, rs805259, rs928814, rs3130618, rs805258, rs9267529, rs3117578, rs805268, rs805267, rs11758242, rs805272, rs3115667, rs805269, rs9267533, rs9267534, rs9267536, rs10573, rs1475865, rs805283, rs1266071, rs9267545, rs34406901, rs805295, rs3793125, rs9469040, rs9469041, rs9469042, rs3749952, rs4713479, rs453098, rs3101018, rs28381339, rs28381346, rs707915, rs3117572, rs1150793, rs9296001, rs11754464, rs9461718, rs28399987, rs707936, rs707934, rs9461721, rs9461725, rs34585796, rs2273613, rs11751198, rs9296002, rs17201171, rs34636308, rs2227955, rs2227956, rs481825, rs16867582, rs34378923, rs13217108, rs35987121, rs9368699, rs9368700, rs17207629, rs11968400, rs9267577, rs9501157, rs13191375, rs9267649, rs13118, rs35092817, rs4947332, rs11966200, rs13192107, rs9267659, rs36097221, rs589428, rs486416, rs35875104, rs9267661, rs9469069, rs28732165, rs28435656, rs9267673, rs644045, rs511294, rs498240, rs9267677, rs9332705, rs11752672, rs2257331, rs9332735, rs635348, rs12614, rs9501161, rs9267785, rs34555781, rs9296003, rs492899, rs2280773, rs13217120, rs34241101, rs2075702, rs2854432, rs2746394, rs9391732, rs11757034, rs34214527, rs10046127, rs2077580, rs12198173, rs3749963, rs11751545, rs34878747, rs11756755, rs13199524, rs1269854, rs4713503, rs12153855, rs13196724, rs28732175, rs204892, rs4713504, rs11753510, rs13211318, rs388629, rs204999, rs28732178, rs3134608, rs34129552, rs3096697, rs3130347, rs34280838, rs3130284, rs2071290, rs3134947, rs3134945, rs3130349, rs12663103, rs9267820, rs2114437, rs3134942, rs3132935, rs6907458, rs17604492, rs3132956, rs2269418, rs3213468, rs8192591, rs430916, rs2071282, rs8192584, rs8192565, rs483574, rs482759, rs511027, rs28895018, rs28366174, rs6906662, rs9268199, rs6910071, rs498422, rs3132958, rs3132959, rs28732193, rs9469099, rs3117133, rs910049, rs12662503, rs2395148, rs3129907, rs2894249, rs2143462, rs3129931, rs3129937, rs3129939, rs3129941, rs2076535, rs2073045, rs9391858, rs3129945, rs9268425, rs9268428, rs2894252, rs2894253, rs8180664, rs9268454, rs9268456, rs28732201, rs6930777, rs9268461, rs9268474, rs28366191, rs2076528, rs2076527, rs3763305, rs2076525, rs2076524, rs3793127, rs3763309, rs3763310, rs3763312, rs3763315, rs3763316, rs9380293, rs9268516, rs9405098, rs3129963, rs2395163, rs2395165, rs2395166, rs9268557, rs6457580, rs3135344, rs9501626, rs11759143, rs3129860, rs7356880, rs2027856, rs3129868, rs6911777, rs3129883, rs3129886, rs3129887, rs2239805, rs11544315, rs2239802, rs2395182, rs3763326, rs28895103, rs28895187, rs7763262, rs28732227, rs9268831, rs9268926, rs7748472, rs3830135, rs9270665, rs28605404, rs2858870, rs602457, rs9270986, rs9271055, rs9271100, rs660895, rs9271170, rs35759989, rs4530903, rs642093, rs13204672, rs9271348, rs3135005, rs9271366, rs17533090, rs2097431, rs3129763, rs9271588, rs35399661, rs9271775, rs9272219, rs3104369, rs2187668, rs9273012, rs17843604, rs9273327, rs9273349, rs6906021, rs1063355, rs9273448, rs2854275, rs7775228, rs9275224, rs2858324, rs9275245, rs5000634, rs17427431, rs6457617, rs6457622, rs2647003, rs9357152, rs9275312, rs2856725, rs9275330, rs9275333, rs35998847, rs3135006, rs17427599, rs2858308, rs2856717, rs2858305, rs2856705, rs13192471, rs1794275, rs4947344, rs9275572, rs3129727, rs7765379, rs2858332, rs9275595, rs7454108, rs3957146, rs9275596, rs3998159, rs3957148, rs3873444, rs3892710, rs3997854, rs6915986, rs6936707, rs9275659, rs9275686, rs9275698, rs763026, rs2859099, rs9276310, rs7773068, rs7773694, rs7755597, rs9276399, rs17500468, rs2213565, rs9276435, rs28986337, rs28986338, rs28986359, rs28986364, rs10484564, rs28986373, rs13204139, rs28986396, rs7758736, rs9276722, rs11967235, rs2071471, rs3763355, rs3763354, rs9784876, rs16870907, rs13209654, rs10484565, rs9380326, rs4148872, rs4148871, rs241428, rs13215, rs17213812, rs16871027, rs2071538, rs4148878, rs28724900, rs35571244, rs10214510, rs9469311, rs35599935, rs6934645, rs12206377, rs1480380, rs6906517, rs11757089, rs2894311, rs9276969, rs3128933, rs3129304, rs3129303, rs3129302, rs3130603, rs9276992, rs3130604, rs3130607, rs423639, rs17214311, rs3130609, rs397576, rs6933319, rs34493748, rs763469, rs7738815, rs376877, rs2395309, rs3077, rs2301226, rs1054025, rs1042190, rs10214910, rs2301220, rs9277341, rs6914849, rs1431399, rs1431400, rs1431401, rs2051548, rs9380340, rs2071349, rs2071351, rs2071353, rs3135021, rs1042151, rs2856826, rs9378177, rs9277378, rs9277396, rs9277464, rs9277469, rs3097675, rs9277471, rs9277533, rs9277555, rs3117229, rs3117228, rs9277557, rs9277565, rs3130188, rs3091282, rs3117226, rs3117225, rs3097652, rs2068204, rs3128972, rs2179920, rs10484569, rs2179919, rs2281390, rs2281389, rs3128917, rs2281388, rs7763822, rs3117222, rs3128918, rs3130190, rs3130191, rs3117221, rs3130198, rs3117213, rs2395319, rs3117239, rs2064479, rs2064478, rs2064476, rs3117234, rs3117231, rs3130215, rs3117230, rs3128930, rs6457713, rs9380342, rs9380343, rs6937034, rs6937061, rs9348906, rs9277629, rs1810472, rs2395349, rs3117039, rs3117038, rs3117035, rs1883414, rs9277682, rs4713607, rs9277723, rs3117021, rs6913896, rs3129275, rs3117016, rs3117008, rs3117004, rs3116998, rs3130235, rs3130237, rs6901221, rs9277768, rs2294472, rs2395352, rs7756467, rs3129264, rs7750000, rs9366816, rs13437000, rs4713610, rs926421, rs3129249, rs9296086, rs7754200, rs3129234, rs3129231, rs3129228, rs3129223, rs3130151, rs2395365, rs3129214, rs721394, rs756441, rs756440, rs9277912, rs3129207, rs3129206, rs9277920, rs9368757, rs9380351, rs2235499, rs734181, rs2235498, rs986522, rs2855441, rs9368758, rs2855440, rs2855437, rs2855430, rs16868943, rs2269346, rs9469378, rs9277935, rs2076310, rs110662, rs439205, rs383711, rs421446, rs107822, rs213210, rs213208, rs1567464, rs213213, rs9277937, rs28892580, rs386084, rs17215210 ,rs12664430, rs6923740, rs761583, rs7752625, rs1755044, rs2772385, rs2772372, rs2772374, rs68191, rs169737, rs2296340, rs11753634 및 rs11758326.
Analyzing a single nucleotide polymorphism combination of SNP listing 1 from a nucleic acid sample isolated from a biological sample derived from a subject to determine the genotypes of the single nucleotide polymorphisms to identify a human leukocyte antigen (HLA) ) -A, HLA-B, HLA-C, HLA-DPB1 or HLA-
SNP list 1
rs7739830, rs1880271, rs11751616, rs6908645, rs522024, rs807213, rs807211, rs807203, rs1179007, rs707903, rs1183694, rs806972, rs2298090, rs2298091, rs806966, rs806978, rs806792, rs438534, rs3857549, rs6921148, rs13195509, rs4713002, rs13194984, rs7768682, rs9295700, rs7751878, rs7741445, rs6932003, rs6904071, rs6913660, rs6921711, rs17737028, rs13194053, rs12210982, rs9468019, rs9461345, rs7746199, rs9468031, rs11965377, rs2893912, rs9468058, rs11967073, rs9969094, rs11962403, rs2393997, rs6908615, rs4713119, rs7742752, rs12192568, rs6915101, rs9468227, rs9295749, rs2021835, rs11962868, rs9468236, rs11970638, rs7748520, rs7742529, rs10456357, rs6910968, rs6922530, rs7769416, rs7741570, rs6913038, rs10484404, rs3734572, rs7747772, rs9468293, rs6908414, rs6932313, rs1150671, rs6929559, rs1233667, rs1233698, rs1736892, rs3757183, rs6918043, rs2799076, rs11966237, rs11965542, rs1150725, rs7759855, rs6922161, rs6902583, rs6456812, rs9295769, rs6908459, rs7759845, rs6918631, rs6929449, rs94 68346, rs2859379, rs3757181, rs719370, rs2859367, rs2531808, rs2531810, rs2531816, rs6927023, rs722788, rs423118, rs11757235, rs426922, rs413488, rs422089, rs454746, rs449074, rs411538, rs420436, rs7738979, rs11969304, rs911178, rs4711176, rs7742658, rs6925972, rs1319076, rs6456832, rs9468413, rs6456834, rs11754985, rs11963531, rs209181, rs9501112, rs176461, rs7775657, rs209139, rs12386522, rs6934470, rs9468459, rs9295784, rs9468461, rs9468464, rs3129795, rs9468469, rs9468474, rs3129106, rs9468487, rs3129157, rs3130801, rs11962388, rs11964645, rs6899390, rs9468508, rs3117433, rs9348827, rs7761746, rs9257792, rs9257803, rs9257805, rs11969272, rs16894919, rs2073148, rs2746149, rs16894948, rs1362076, rs7771335, rs2107189, rs17415601, rs2066951, rs17184114, rs9393967, rs7767894, rs2294748, rs9461533, rs9391895, rs6930217, rs6935418, rs10484548, rs362541, rs3025657, rs6902738, rs7763501, rs16895058, rs6915177, rs2076486, rs64036, rs2272991, rs362532, rs459970, rs6912437, rs3025650, rs311707 3, rs17508548, rs3095273, rs362518, rs2267633, rs2076483, rs2076482, rs29267, rs29264, rs29230, rs29246, rs29243, rs29273, rs3131854, rs9257928, rs16895214, rs439812, rs29269, rs29272, rs29231, rs29235, rs9468571, rs3135050, rs2857783, rs2256266, rs2857784, rs6905408, rs3130253, rs2535250, rs2535248, rs2857771, rs2071652, rs1318631, rs2071653, rs2273192, rs2747419, rs9257940, rs378596, rs9257985, rs3117301, rs2747453, rs2747454, rs2747457, rs2747458, rs2747460, rs2747466, rs3129039, rs3129029, rs3129066, rs9258102, rs6911622, rs2107203, rs3129055, rs9258122, rs3116798, rs2394660, rs3131863, rs11962017, rs1476573, rs1476572, rs1610594, rs1611364, rs2735063, rs1632962, rs2517911, rs2517910, rs9258170, rs1362126, rs2076183, rs9258186, rs1736926, rs2235383, rs1736922, rs1628578, rs2523404, rs2735059, rs2272874, rs3736694, rs2743925, rs2523402, rs2523399, rs2735052, rs2844833, rs2523395, rs2394159, rs2394160, rs9258205, rs9258206, rs1736915, rs1736913, rs9258207, rs9258208, rs9258209, rs273 5051, rs9258211, rs2844831, rs9258213, rs932338, rs1633096, rs9258218, rs2743951, rs2517938, rs909732, rs4713240, rs2523386, rs9258225, rs2072894, rs2523385, rs34260811, rs1633085, rs733841, rs1610621, rs909728, rs909725, rs4713244, rs9391630, rs9258260, rs1633068, rs1737079, rs1633057, rs1633056, rs1610628, rs1633048, rs1737069, rs7759474, rs1611285, rs1626392, rs1625636, rs1737060, rs1633041, rs2735048, rs2735046, rs1737043, rs1737041, rs11753872, rs9258302, rs9258303, rs1615962, rs2844836, rs1633021, rs1002046, rs2743941, rs7758742, rs1610644, rs1633011, rs11758087, rs2523414, rs11752553, rs11751333, rs1611185, rs2017525, rs3891160, rs1610711, rs1736982, rs1736981, rs1611192, rs1632988, rs1632987, rs17178826, rs9258447, rs11757182, rs2523409, rs1736971, rs1736969, rs1610699, rs3926748, rs11753629, rs11753654, rs1077432, rs2735028, rs2743933, rs2743931, rs2394177, rs1611149, rs1736936, rs3115630, rs915669, rs1233330, rs11753296, rs16896052, rs2394180, rs2735014, rs9258525, rs2523779, rs2743937, rs2735003, rs9258537, rs2523777, rs2523776, rs1611133, rs2523774, rs2523769, rs2844827, rs16896081, rs2734994, rs2523767, rs2517879, rs9258557, rs2394185, rs2394186, rs9380146, rs3115628, rs2247504, rs2508050, rs3115627, rs2523756, rs9258631, rs2517862, rs3115626, rs2517855, rs2517854, rs3132726, rs6919513, rs1611684, rs9258738, rs17185692, rs2523822, rs9295822, rs3094170, rs1611717, rs9258766, rs9258771, rs765649, rs1611737, rs1611738, rs2524035, rs3094165, rs2734974, rs2734973, rs2517826, rs9258866, rs3132718, rs9258883, rs3094654, rs3132714, rs2523809, rs2523808, rs2517904, rs2524024, rs2860580, rs3823342, rs6921314, rs2735097, rs1655900, rs2523949, rs9260497, rs404046, rs429511, rs2523942, rs2517700, rs9260679, rs441808, rs9260722, rs9260734, rs3903160, rs6457109, rs2844806, rs3893259, rs4713270, rs3869062, rs3893464, rs9260759, rs9260761, rs17186496, rs2517673, rs4713275, rs1061535, rs6916422, rs2523969, rs2523961, rs2523960, rs2256902, rs2523946, rs3823355, rs2844804, rs3823358, rs2232238, rs2232239, rs2523943, rs6904029, rs2735076, rs2394250, rs2893999, rs3823374, rs2571375, rs3823384, rs9260860, rs2108691, rs9260915, rs423808, rs2571430, rs2246638, rs2394255, rs401618, rs2735067, rs11757750, rs17186937, rs11755961, rs3901554, rs5025708, rs12665186, rs9260930, rs12662611, rs9260967, rs9260984, rs6457121, rs6910898, rs9260997, rs9260998, rs9261040, rs6941318, rs6904120, rs9261079, rs9261081, rs9261091, rs11760176, rs9261093, rs11965524, rs2286405, rs2286404, rs9261105, rs356968, rs6940082, rs2240619, rs3765604, rs9261115, rs9261129, rs11753431, rs3734836, rs9261130, rs9261138, rs16896044, rs6457126, rs356954, rs9357092, rs9261145, rs6926792, rs6931776, rs165256, rs4711206, rs9261151, rs3891157, rs3129012, rs3891156, rs6919617, rs1150743, rs9261171, rs9261174, rs4448133, rs9261189, rs16896923, rs9261193, rs3121593, rs166327, rs3869067, rs3869068, rs9261203, rs259938, rs3910312, rs9261216, rs259939, rs259940, rs9261224, rs259942, rs3132128, rs6457138 , Rs7771476, rs6457140, rs28570682, rs7761314, rs9261257, rs9261258, rs3869070, rs9261261, rs9261263, rs6911724, rs259919, rs6917477, rs10484549, rs9261265, rs3757328, rs3757329, rs3757333, rs9295829, rs1150742, rs7770092, rs7770505, rs10745, rs9261269, rs9261270, rs1150740 , rs9261277, rs3188482, rs3807030, rs3807031, rs9261285, rs2074482, rs9261288, rs1245371, rs2301753, rs2301751, rs9393989, rs2074480, rs2074479, rs9261301, rs9261302, rs3807033, rs3132682, rs3807035, rs1150735, rs2394734, rs4711209, rs9261316, rs7382061, rs2057728, rs9261361 , rs9261371, rs17187805, rs9261387, rs6923832, rs7765810, rs9261394, rs1264702, rs916570, rs1264701, rs1264698, rs7763159, rs1108052, rs1110446, rs2240070, rs1116222, rs1116221, rs11964542, rs2844796, rs2248289, rs3132680, rs2523992, rs2523988, rs2523987, rs2517597, rs2523986 , rs2523981, rs2523979, rs9261434, rs17455565, rs10947056, rs2523995, rs3132676, rs9468693, rs3094134, rs3757334, rs12212092, rs9261536, rs2857449, rs17188127, rs2074475, rs10 63280, rs13212414, rs9261538, rs2517623, rs9261547, rs4476873, rs10947058, rs11967808, rs11961294, rs1345229, rs9295837, rs3094138, rs3094137, rs10456378, rs2508028, rs9261588, rs928824, rs28780093, rs1264622, rs8973, rs3094631, rs7758503, rs1264608, rs1264581, rs12663184, rs7767653, rs3129838, rs6931763, rs6905389, rs3132649, rs3094061, rs3130375, rs3130379, rs3094622, rs3094621, rs2057726, rs3129808, rs3129809, rs3130361, rs11759238, rs7772240, rs3129817, rs3129820, rs3132631, rs3132630, rs3129822, rs3132625, rs1245218, rs7744914, rs28780099, rs3094032, rs3130126, rs3094050, rs17475879, rs3130116, rs9261761, rs9261821, rs9261846, rs1573294, rs9261895, rs9261919, rs9261922, rs9261923, rs9261926, rs9261947, rs9501447, rs1079541, rs9295863, rs9295871, rs9295873, rs4947284, rs9295886, rs17411480, rs35407515, rs34101875, rs9501336, rs11966619, rs35792611, rs2524172, rs2516670, rs28780106, rs3757335, rs12192673, rs4713337, rs3132611, rs4148248, rs1264429, rs9348841, rs2517565, rs17195551, rs1079687, rs3094104, rs3132608, rs2269708, rs1076829, rs9262138, rs3130000, rs1076828, rs3094098, rs2285322, rs3094097, rs17189246, rs2285321, rs6937357, rs9468805, rs9262141, rs2269707, rs2239887, rs2394392, rs3129996, rs2249059, rs3094092, rs2269703, rs2239886, rs28994872, rs2269702, rs28986466, rs6929626, rs17189329, rs28986465, rs2075015, rs6924270, rs3132587, rs9461624, rs4713354, rs3132584, rs25527, rs8233, rs9500864, rs3095329, rs35580157, rs3094127, rs12179975, rs9501029, rs1064627, rs3909184, rs9969042, rs9968884, rs9380182, rs12111310, rs10947088, rs10947089, rs2301277, rs12210092, rs6926530, rs11757629, rs17189427, rs3131064, rs1264377, rs3129987, rs3094123, rs3094111, rs1264352, rs9262216, rs3130785, rs3130648, rs11757306, rs9262222, rs3095345, rs11759095, rs9262256, rs7746003, rs9262280, rs3131034, rs6457281, rs3132572, rs3130779, rs3130780, rs3218822, rs7766094, rs4678, rs3131787, rs3095151, rs7764239, rs2844649, rs6933400, rs6933909, rs4711248, rs2844648, rs2844701, rs2 844700, rs9391637, rs2517451, rs9368647, rs2247178, rs3094086, rs11970154, rs9368648, rs2429557, rs9295937, rs4711250, rs2844697, rs2530715, rs3095089, rs3132579, rs3131931, rs2517425, rs1634714, rs3873342, rs1634718, rs12528082, rs9262539, rs6903912, rs12198448, rs7768644, rs4711253, rs2517549, rs9262560, rs10947129, rs12528584, rs7756294, rs9295947, rs2394427, rs17190134, rs16898614, rs9262632, rs2517512, rs3906263, rs2523887, rs9380215, rs9263509, rs2894179, rs2517403, rs6919169, rs9263600, rs2844635, rs9391709, rs1265062, rs2233985, rs2233984, rs2233976, rs2233974, rs2270190, rs4495304, rs2233964, rs2233956, rs3823402, rs17190526, rs6917517, rs9295952, rs3130981, rs3132553, rs3132552, rs3132550, rs3130989, rs3132546, rs3095317, rs2239520, rs3095314, rs4410768, rs9295953, rs3778630, rs3778638, rs10947137, rs9263719, rs3130560, rs3734861, rs4959053, rs3130564, rs28732100, rs1265100, rs2233954, rs2233950, rs9263726, rs1265093, rs2233945, rs1966, rs9263733, rs2073718, rs9263739, rs1196 7883, rs130072, rs1265076, rs3132538, rs746647, rs9263749, rs1265114, rs1265112, rs130067, rs2517985, rs1265110, rs130077, rs130076, rs9263781, rs720465, rs9263785, rs6905862, rs6929434, rs2073724, rs9263794, rs1044870, rs17190776, rs9263796, rs3757349, rs9263800, rs12215963, rs885952, rs1108746, rs1265159, rs2269713, rs887468, rs3132517, rs3094188, rs1265156, rs9468877, rs4713438, rs9263823, rs9263846, rs9405015, rs1265178, rs28362332, rs28362343, rs3094609, rs6903896, rs10807081, rs9263870, rs6921948, rs4446605, rs3094606, rs2894181, rs9263911, rs3132506, rs9263916, rs3132505, rs35718543, rs3130952, rs3132503, rs9263948, rs9468898, rs28360990, rs3132501, rs9263979, rs12662501, rs9263993, rs3130521, rs28397289, rs6908994, rs3130473, rs3130528, rs7745906, rs2394892, rs3130685, rs2394895, rs28397299, rs3132499, rs6901869, rs3130695, rs4332019, rs9357117, rs2394950, rs2245822, rs2853961, rs3130542, rs9264532, rs9394047, rs34131062, rs9264602, rs9366775, rs2074488, rs9357121, rs2249742, r s7759127, rs5010528, rs6923313, rs2844613, rs3130696, rs2524074, rs9264731, rs2524073, rs9468913, rs2524068, rs9391714, rs6906846, rs17198616, rs9468914, rs2844603, rs9461684, rs2853935, rs2853933, rs2853930, rs2524048, rs2524044, rs9468924, rs2524043, rs3900938, rs2524040, rs9468925, rs2256583, rs2524163, rs2524162, rs2524160, rs9357122, rs2524156, rs3873380, rs9348863, rs3873381, rs2524132, rs2853925, rs2247056, rs3905495, rs2524115, rs17192463, rs13191519, rs2853922, rs2524089, rs9380238, rs9380240, rs2524066, rs9366778, rs3873385, rs3915971, rs9468935, rs7750269, rs9264851, rs9264869, rs9264870, rs9368675, rs9368677, rs9264904, rs9264916, rs7760988, rs364415, rs3873386, rs9500887, rs28380796, rs2844586, rs2523619, rs4394275, rs2523618, rs9391846, rs2596503, rs1058026, rs2596487, rs2523573, rs2596548, rs2596549, rs2523557, rs2523554, rs2523544, rs9266395, rs2523537, rs9266409, rs2844567, rs2253908, rs9266433, rs4358666, rs2844556, rs2254556, rs6933050, rs13202464, rs4959069, rs95015 87, rs3094600, rs9266669, rs4143334, rs9266722, rs3016014, rs2442749, rs9266772, rs9266773, rs9266774, rs2523477, rs2523476, rs2523464, rs2523454, rs2844523, rs2844519, rs2263313, rs2857281, rs12174396, rs6910087, rs3828875, rs2256028, rs2848713, rs10223568, rs4418214, rs9501109, rs2524279, rs4346874, rs9501595, rs2524277, rs9469003, rs6938674, rs2524276, rs9267084, rs28575156, rs2844510, rs9765960, rs12206131, rs16899646, rs3128982, rs2596460, rs2596458, rs2395028, rs2596480, rs2523684, rs6930572, rs2255001, rs2255221, rs11752262, rs2395030, rs11757571, rs3094604, rs3094013, rs2516518, rs4713466, rs2395031, rs9267137, rs7758090, rs2844505, rs6940467, rs3131643, rs3828893, rs3749945, rs3749946, rs3099844, rs2905722, rs2905747, rs3094011, rs9267280, rs2904783, rs3130922, rs2395043, rs3134899, rs3131638, rs3131633, rs3067945, rs3094001, rs3131630, rs3130636, rs3093993, rs9469021, rs3095227, rs3093992, rs3093988, rs2516482, rs3093983, rs3093981, rs3093980, rs3115537, rs3219190, rs3093978, rs3130056, rs3093948, rs3131628, rs3093976, rs2734583, rs3130058, rs1129640, rs2516393, rs2523511, rs2523508, rs7738430, rs2239528, rs2523504, rs3219183, rs35969216, rs2255798, rs13192469, rs9469024, rs2857709, rs2857708, rs3093542, rs4248157, rs1800629, rs3093671, rs3093672, rs3093561, rs9267503, rs13211368, rs28732144, rs34816476, rs11575839, rs11755226, rs2509217, rs17200810, rs2857700, rs3132451, rs28732150, rs2736182, rs2736177, rs3130070, rs2280801, rs17200837, rs1046080, rs3130623, rs17207225, rs2736161, rs3130626, rs2736157, rs2272593, rs11538263, rs11538264, rs9267522, rs10885, rs9267525, rs3130628, rs7770976, rs35843778, rs2844463, rs10484558, rs3130050, rs3117583, rs805264, rs2273612, rs707921, rs28732157, rs707974, rs805259, rs928814, rs3130618, rs805258, rs9267529, rs3117578, rs805268, rs805267, rs11758242, rs805272, rs3115667, rs805269, rs9267533, rs9267534, rs9267536, rs10573, rs1475865, rs805283, rs1266071, rs9267545, rs34406901, rs805295, rs3793125, rs9469040, rs94690 41, rs9469042, rs3749952, rs4713479, rs453098, rs3101018, rs28381339, rs28381346, rs707915, rs3117572, rs1150793, rs9296001, rs11754464, rs9461718, rs28399987, rs707936, rs707934, rs9461721, rs9461725, rs34585796, rs2273613, rs11751198, rs9296002, rs17201171, rs34636308, rs2227955, rs2227956, rs481825, rs16867582, rs34378923, rs13217108, rs35987121, rs9368699, rs9368700, rs17207629, rs11968400, rs9267577, rs9501157, rs13191375, rs9267649, rs13118, rs35092817, rs4947332, rs11966200, rs13192107, rs9267659, rs36097221, rs589428, rs486416, rs35875104, rs9267661, rs9469069, rs28732165, rs28435656, rs9267673, rs644045, rs511294, rs498240, rs9267677, rs9332705, rs11752672, rs2257331, rs9332735, rs635348, rs12614, rs9501161, rs9267785, rs34555781, rs9296003, rs492899, rs2280773, rs13217120, rs34241101, rs2075702, rs2854432, rs2746394, rs9391732, rs11757034, rs34214527, rs10046127, rs2077580, rs12198173, rs3749963, rs11751545, rs34878747, rs11756755, rs13199524, rs1269854, rs4713503, rs12153855 , Rs13196724, rs28732175, rs204892, rs4713504, rs11753510, rs13211318, rs388629, rs204999, rs28732178, rs3134608, rs34129552, rs3096697, rs3130347, rs34280838, rs3130284, rs2071290, rs3134947, rs3134945, rs3130349, rs12663103, rs9267820, rs2114437, rs3134942, rs3132935, rs6907458 , rs17604492, rs3132956, rs2269418, rs3213468, rs8192591, rs430916, rs2071282, rs8192584, rs8192565, rs483574, rs482759, rs511027, rs28895018, rs28366174, rs6906662, rs9268199, rs6910071, rs498422, rs3132958, rs3132959, rs28732193, rs9469099, rs3117133, rs910049, rs12662503 , rs2395148, rs3129907, rs2894249, rs2143462, rs3129931, rs3129937, rs3129939, rs3129941, rs2076535, rs2073045, rs9391858, rs3129945, rs9268425, rs9268428, rs2894252, rs2894253, rs8180664, rs9268454, rs9268456, rs28732201, rs6930777, rs9268461, rs9268474, rs28366191, rs2076528 , rs2076527, rs3763305, rs2076525, rs2076524, rs3793127, rs3763309, rs3763310, rs3763312, rs3763315, rs3763316, rs9380293, rs9268516, rs9405098, rs3129963, rs2395163, rs 2395165, rs2395166, rs9268557, rs6457580, rs3135344, rs9501626, rs11759143, rs3129860, rs7356880, rs2027856, rs3129868, rs6911777, rs3129883, rs3129886, rs3129887, rs2239805, rs11544315, rs2239802, rs2395182, rs3763326, rs28895103, rs28895187, rs7763262, rs28732227, rs9268831, rs9268926, rs7748472, rs3830135, rs9270665, rs28605404, rs2858870, rs602457, rs9270986, rs9271055, rs9271100, rs660895, rs9271170, rs35759989, rs4530903, rs642093, rs13204672, rs9271348, rs3135005, rs9271366, rs17533090, rs2097431, rs3129763, rs9271588, rs35399661, rs9271775, rs9272219, rs3104369, rs2187668, rs9273012, rs17843604, rs9273327, rs9273349, rs6906021, rs1063355, rs9273448, rs2854275, rs7775228, rs9275224, rs2858324, rs9275245, rs5000634, rs17427431, rs6457617, rs6457622, rs2647003, rs9357152, rs9275312, rs2856725, rs9275330, rs9275333, rs35998847, rs3135006, rs17427599, rs2858308, rs2856717, rs2858305, rs2856705, rs13192471, rs1794275, rs4947344, rs9275572, rs3129727, rs7765379, rs2858332, rs9275595, rs7454108, rs3957146, rs9275596, rs3998159, rs3957148, rs3873444, rs3892710, rs3997854, rs6915986, rs6936707, rs9275659, rs9275686, rs9275698, rs763026, rs2859099, rs9276310, rs7773068, rs7773694, rs7755597, rs9276399, rs17500468, rs2213565, rs9276435, rs28986337, rs28986338, rs28986359, rs28986364, rs10484564, rs28986373, rs13204139, rs28986396, rs7758736, rs9276722, rs11967235, rs2071471, rs3763355, rs3763354, rs9784876, rs16870907, rs13209654, rs10484565, rs9380326, rs4148872, rs4148871, rs241428, rs13215, rs17213812, rs16871027, rs2071538, rs4148878, rs28724900, rs35571244, rs10214510, rs9469311, rs35599935, rs6934645, rs12206377, rs1480380, rs6906517, rs11757089, rs2894311, rs9276969, rs3128933, rs3129304, rs3129303, rs3129302, rs3130603, rs9276992, rs3130604, rs3130607, rs423639, rs17214311, rs3130609, rs397576, rs6933319, rs34493748, rs763469, rs7738815, rs376877, rs2395309, rs3077, rs2301226, rs1054025, rs1042190, rs10214910, rs2301220, rs9277341, rs6914849, rs1431399, rs143140 0, rs1431401, rs2051548, rs9380340, rs2071349, rs2071351, rs2071353, rs3135021, rs1042151, rs2856826, rs9378177, rs9277378, rs9277396, rs9277464, rs9277469, rs3097675, rs9277471, rs9277533, rs9277555, rs3117229, rs3117228, rs9277557, rs9277565, rs3130188, rs3091282, rs3117226, rs3117225, rs3097652, rs2068204, rs3128972, rs2179920, rs10484569, rs2179919, rs2281390, rs2281389, rs3128917, rs2281388, rs7763822, rs3117222, rs3128918, rs3130190, rs3130191, rs3117221, rs3130198, rs3117213, rs2395319, rs3117239, rs2064479, rs2064478, rs2064476, rs3117234, rs3117231, rs3130215, rs3117230, rs3128930, rs6457713, rs9380342, rs9380343, rs6937034, rs6937061, rs9348906, rs9277629, rs1810472, rs2395349, rs3117039, rs3117038, rs3117035, rs1883414, rs9277682, rs4713607, rs9277723, rs3117021, rs6913896, rs3129275, rs3117016, rs3117008, rs3117004, rs3116998, rs3130235, rs3130237, rs6901221, rs9277768, rs2294472, rs2395352, rs7756467, rs3129264, rs7750000, rs9366816, rs13437000, rs4713610, rs926421, rs3129 249, rs9296086, rs7754200, rs3129234, rs3129231, rs3129228, rs3129223, rs3130151, rs2395365, rs3129214, rs721394, rs756441, rs756440, rs9277912, rs3129207, rs3129206, rs9277920, rs9368757, rs9380351, rs2235499, rs734181, rs2235498, rs986522, rs2855441, rs9368758, rs2855440, rs2855437, rs2855430, rs16868943, rs2269346, rs9469378, rs9277935, rs2076310, rs110662, rs439205, rs383711, rs421446, rs107822, rs213210, rs213208, rs1567464, rs213213, rs9277937, rs28892580, rs386084, rs17215210, rs12664430, rs6923740, rs761583, rs7752625, rs1755044, rs2772385, rs2772372, rs2772374, rs68191, rs169737, rs2296340, rs11753634 and rs11758326.
The method according to claim 1, wherein step (a) comprises the steps of: hybridization by microarray; allele-specific probe hybridization; allele specific amplification; sequencing, 5 'nuclease digestion, molecular beacon assay, oligonucleotide ligation assay, size analysis and single-strand conformation polymorphism A single-stranded conformation polymorphism. ≪ Desc / Clms Page number 13 >
The method according to claim 1, wherein the biological sample is any one selected from the group consisting of blood, tissue, cells, serum, plasma, saliva, sputum and urine.
(a) 청구항 제 1 항의 방법에 의해 분석 대상으로부터 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1 유전자형 결정을 위한 데이터를 수집하는 단계; 및
(b) 단계 (a)로부터 얻은 단일 염기 다형성 조합의 유전자형들을, 상기 단일 염기 다형성 조합의 유전자형들과 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형의 연관성에 대한 사전 정보(predetermined information)를 제공하는 레퍼런스(reference)와 비교하여, 상기 분석 대상의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 결정하는 단계.
HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotypes of East Asian people including the following steps:
(a) collecting data for HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotyping from an assay by the method of claim 1; And
(b) comparing the genotypes of the single nucleotide polymorphism combinations obtained from step (a) with the genotypes of the single nucleotide polymorphism combinations and the genotypes of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 to be analyzed in comparison with a reference providing predetermined information about the genotype.
5. The method according to claim 4, wherein the genotype of the HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 is determined by a four-digit allele resolution.
5. The method according to claim 4, wherein the SNP 1 polymorphisms have HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA- DQB1 genotypes and a linkage disequilibrium index (r 2 ) ≪ / RTI >
Single nucleotide polymorphism SNP combinations in the list 1, or HLA-A of East Asians containing oligonucleotides having a sequence complementary to each of the single nucleotide polymorphism of the combination, HLA-B, HLA-C, HLA-DPB1 or HLA- DQB1 genotype analysis kit.
(a) 분석 대상(subject)으로부터 유래한 생물학적 시료로부터 분리한 핵산 시료로부터 얻은 SNP 목록 1의 단일 염기 다형성 조합의 유전자형 정보를 수신하는 단계; 및
(b) 단계(a)로부터 얻은 단일 염기 다형성 조합의 유전자형 정보를, 상기 단일 염기 다형성 조합의 유전자형들과 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형의 연관성에 대한 사전 정보(predetermined information)를 제공하는 레퍼런스(reference) 데이터베이스와 비교하여, 상기 분석 대상의 HLA-A, HLA-B, HLA-C, HLA-DPB1 또는 HLA-DQB1의 유전자형을 결정하는 단계.
A computer program for performing on a computer a method of determining a HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 genotype in an East Asian population comprising the steps of:
(a) receiving genotype information of a single nucleotide polymorphism combination of SNP list 1 obtained from a nucleic acid sample isolated from a biological sample derived from a subject; And
(b) comparing the genotype information of the single nucleotide polymorphism combination obtained from step (a) with the genotypes of the single nucleotide polymorphism combination and the genotype of HLA-A, HLA-B, HLA-C, HLA-DPB1 or HLA- A, HLA-B, HLA-C, HLA-DPB1 or HLA-DQB1 to be analyzed in comparison with a reference database providing predetermined information on the HLA-
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| Publication number | Priority date | Publication date | Assignee | Title |
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| KR102511162B1 (en) * | 2021-11-01 | 2023-03-20 | 대한민국 | HLA-DRB1 genotype analysis method using Korean-specific SNPs and optimized pipeline |
| KR102511161B1 (en) * | 2021-11-01 | 2023-03-20 | 대한민국 | HLA-A genotype analysis method using Korean-specific SNPs and optimized pipeline |
| KR20230063010A (en) * | 2021-11-01 | 2023-05-09 | 대한민국(질병관리청장) | HLA-B genotype analysis method using Korean-specific SNPs and optimized pipeline |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102511162B1 (en) * | 2021-11-01 | 2023-03-20 | 대한민국 | HLA-DRB1 genotype analysis method using Korean-specific SNPs and optimized pipeline |
| KR102511161B1 (en) * | 2021-11-01 | 2023-03-20 | 대한민국 | HLA-A genotype analysis method using Korean-specific SNPs and optimized pipeline |
| KR20230063010A (en) * | 2021-11-01 | 2023-05-09 | 대한민국(질병관리청장) | HLA-B genotype analysis method using Korean-specific SNPs and optimized pipeline |
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