دورية أكاديمية

Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer.

التفاصيل البيبلوغرافية
العنوان: Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer.
المؤلفون: Joanito, I., Wirapati, P., Zhao, N., Nawaz, Z., Yeo, G., Lee, F., Eng, CLP, Macalinao, D.C., Kahraman, M., Srinivasan, H., Lakshmanan, V., Verbandt, S., Tsantoulis, P., Gunn, N., Venkatesh, P.N., Poh, Z.W., Nahar, R., Oh, HLJ, Loo, J.M., Chia, S., Cheow, L.F., Cheruba, E., Wong, M.T., Kua, L., Chua, C., Nguyen, A., Golovan, J., Gan, A., Lim, W.J., Guo, Y.A., Yap, C.K., Tay, B., Hong, Y., Chong, D.Q., Chok, A.Y., Park, W.Y., Han, S., Chang, M.H., Seow-En, I., Fu, C., Mathew, R., Toh, E.L., Hong, L.Z., Skanderup, A.J., DasGupta, R., Ong, C.J., Lim, K.H., Tan, EKW, Koo, S.L., Leow, W.Q., Tejpar, S., Prabhakar, S., Tan, I.B.
المصدر: Nature genetics, vol. 54, no. 7, pp. 963-975
سنة النشر: 2022
المجموعة: Université de Lausanne (UNIL): Serval - Serveur académique lausannois
مصطلحات موضوعية: Colorectal Neoplasms/genetics, Colorectal Neoplasms/pathology, Epithelial Cells/pathology, Humans, Microsatellite Instability, Microsatellite Repeats/genetics, Neoplasms, Glandular and Epithelial/genetics, Transcriptome/genetics
الوصف: The consensus molecular subtype (CMS) classification of colorectal cancer is based on bulk transcriptomics. The underlying epithelial cell diversity remains unclear. We analyzed 373,058 single-cell transcriptomes from 63 patients, focusing on 49,155 epithelial cells. We identified a pervasive genetic and transcriptomic dichotomy of malignant cells, based on distinct gene expression, DNA copy number and gene regulatory network. We recapitulated these subtypes in bulk transcriptomes from 3,614 patients. The two intrinsic subtypes, iCMS2 and iCMS3, refine CMS. iCMS3 comprises microsatellite unstable (MSI-H) cancers and one-third of microsatellite-stable (MSS) tumors. iCMS3 MSS cancers are transcriptomically more similar to MSI-H cancers than to other MSS cancers. CMS4 cancers had either iCMS2 or iCMS3 epithelium; the latter had the worst prognosis. We defined the intrinsic epithelial axis of colorectal cancer and propose a refined 'IMF' classification with five subtypes, combining intrinsic epithelial subtype (I), microsatellite instability status (M) and fibrosis (F).
نوع الوثيقة: article in journal/newspaper
وصف الملف: application/pdf
اللغة: English
تدمد: 1061-4036
العلاقة: info:eu-repo/semantics/altIdentifier/pmid/35773407; info:eu-repo/semantics/altIdentifier/eissn/1546-1718; info:eu-repo/semantics/altIdentifier/urn/urn:nbn:ch:serval-BIB_27A9BBA898C96; https://serval.unil.ch/notice/serval:BIB_27A9BBA898C9Test; urn:issn:1061-4036; https://serval.unil.ch/resource/serval:BIB_27A9BBA898C9.P001/REF.pdfTest; http://nbn-resolving.org/urn/resolver.pl?urn=urn:nbn:ch:serval-BIB_27A9BBA898C96Test
DOI: 10.1038/s41588-022-01100-4
الإتاحة: https://doi.org/10.1038/s41588-022-01100-4Test
https://serval.unil.ch/notice/serval:BIB_27A9BBA898C9Test
https://serval.unil.ch/resource/serval:BIB_27A9BBA898C9.P001/REF.pdfTest
http://nbn-resolving.org/urn/resolver.pl?urn=urn:nbn:ch:serval-BIB_27A9BBA898C96Test
حقوق: info:eu-repo/semantics/openAccess ; CC BY 4.0 ; https://creativecommons.org/licenses/by/4.0Test/
رقم الانضمام: edsbas.455B20A2
قاعدة البيانات: BASE
ResultId 1
Header edsbas
BASE
edsbas.455B20A2
947
3
Academic Journal
academicJournal
947.047973632813
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&scope=site&db=edsbas&AN=edsbas.455B20A2&custid=s6537998&authtype=sso
FullText Array ( [Availability] => 0 )
Array ( [0] => Array ( [Url] => https://doi.org/10.1038/s41588-022-01100-4# [Name] => EDS - BASE [Category] => fullText [Text] => View record in BASE [MouseOverText] => View record in BASE ) )
Items Array ( [Name] => Title [Label] => Title [Group] => Ti [Data] => Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer. )
Array ( [Name] => Author [Label] => Authors [Group] => Au [Data] => <searchLink fieldCode="AR" term="%22Joanito%2C+I%2E%22">Joanito, I.</searchLink><br /><searchLink fieldCode="AR" term="%22Wirapati%2C+P%2E%22">Wirapati, P.</searchLink><br /><searchLink fieldCode="AR" term="%22Zhao%2C+N%2E%22">Zhao, N.</searchLink><br /><searchLink fieldCode="AR" term="%22Nawaz%2C+Z%2E%22">Nawaz, Z.</searchLink><br /><searchLink fieldCode="AR" term="%22Yeo%2C+G%2E%22">Yeo, G.</searchLink><br /><searchLink fieldCode="AR" term="%22Lee%2C+F%2E%22">Lee, F.</searchLink><br /><searchLink fieldCode="AR" term="%22Eng%2C+CLP%22">Eng, CLP</searchLink><br /><searchLink fieldCode="AR" term="%22Macalinao%2C+D%2EC%2E%22">Macalinao, D.C.</searchLink><br /><searchLink fieldCode="AR" term="%22Kahraman%2C+M%2E%22">Kahraman, M.</searchLink><br /><searchLink fieldCode="AR" term="%22Srinivasan%2C+H%2E%22">Srinivasan, H.</searchLink><br /><searchLink fieldCode="AR" term="%22Lakshmanan%2C+V%2E%22">Lakshmanan, V.</searchLink><br /><searchLink fieldCode="AR" term="%22Verbandt%2C+S%2E%22">Verbandt, S.</searchLink><br /><searchLink fieldCode="AR" term="%22Tsantoulis%2C+P%2E%22">Tsantoulis, P.</searchLink><br /><searchLink fieldCode="AR" term="%22Gunn%2C+N%2E%22">Gunn, N.</searchLink><br /><searchLink fieldCode="AR" term="%22Venkatesh%2C+P%2EN%2E%22">Venkatesh, P.N.</searchLink><br /><searchLink fieldCode="AR" term="%22Poh%2C+Z%2EW%2E%22">Poh, Z.W.</searchLink><br /><searchLink fieldCode="AR" term="%22Nahar%2C+R%2E%22">Nahar, R.</searchLink><br /><searchLink fieldCode="AR" term="%22Oh%2C+HLJ%22">Oh, HLJ</searchLink><br /><searchLink fieldCode="AR" term="%22Loo%2C+J%2EM%2E%22">Loo, J.M.</searchLink><br /><searchLink fieldCode="AR" term="%22Chia%2C+S%2E%22">Chia, S.</searchLink><br /><searchLink fieldCode="AR" term="%22Cheow%2C+L%2EF%2E%22">Cheow, L.F.</searchLink><br /><searchLink fieldCode="AR" term="%22Cheruba%2C+E%2E%22">Cheruba, E.</searchLink><br /><searchLink fieldCode="AR" term="%22Wong%2C+M%2ET%2E%22">Wong, M.T.</searchLink><br /><searchLink fieldCode="AR" term="%22Kua%2C+L%2E%22">Kua, L.</searchLink><br /><searchLink fieldCode="AR" term="%22Chua%2C+C%2E%22">Chua, C.</searchLink><br /><searchLink fieldCode="AR" term="%22Nguyen%2C+A%2E%22">Nguyen, A.</searchLink><br /><searchLink fieldCode="AR" term="%22Golovan%2C+J%2E%22">Golovan, J.</searchLink><br /><searchLink fieldCode="AR" term="%22Gan%2C+A%2E%22">Gan, A.</searchLink><br /><searchLink fieldCode="AR" term="%22Lim%2C+W%2EJ%2E%22">Lim, W.J.</searchLink><br /><searchLink fieldCode="AR" term="%22Guo%2C+Y%2EA%2E%22">Guo, Y.A.</searchLink><br /><searchLink fieldCode="AR" term="%22Yap%2C+C%2EK%2E%22">Yap, C.K.</searchLink><br /><searchLink fieldCode="AR" term="%22Tay%2C+B%2E%22">Tay, B.</searchLink><br /><searchLink fieldCode="AR" term="%22Hong%2C+Y%2E%22">Hong, Y.</searchLink><br /><searchLink fieldCode="AR" term="%22Chong%2C+D%2EQ%2E%22">Chong, D.Q.</searchLink><br /><searchLink fieldCode="AR" term="%22Chok%2C+A%2EY%2E%22">Chok, A.Y.</searchLink><br /><searchLink fieldCode="AR" term="%22Park%2C+W%2EY%2E%22">Park, W.Y.</searchLink><br /><searchLink fieldCode="AR" term="%22Han%2C+S%2E%22">Han, S.</searchLink><br /><searchLink fieldCode="AR" term="%22Chang%2C+M%2EH%2E%22">Chang, M.H.</searchLink><br /><searchLink fieldCode="AR" term="%22Seow-En%2C+I%2E%22">Seow-En, I.</searchLink><br /><searchLink fieldCode="AR" term="%22Fu%2C+C%2E%22">Fu, C.</searchLink><br /><searchLink fieldCode="AR" term="%22Mathew%2C+R%2E%22">Mathew, R.</searchLink><br /><searchLink fieldCode="AR" term="%22Toh%2C+E%2EL%2E%22">Toh, E.L.</searchLink><br /><searchLink fieldCode="AR" term="%22Hong%2C+L%2EZ%2E%22">Hong, L.Z.</searchLink><br /><searchLink fieldCode="AR" term="%22Skanderup%2C+A%2EJ%2E%22">Skanderup, A.J.</searchLink><br /><searchLink fieldCode="AR" term="%22DasGupta%2C+R%2E%22">DasGupta, R.</searchLink><br /><searchLink fieldCode="AR" term="%22Ong%2C+C%2EJ%2E%22">Ong, C.J.</searchLink><br /><searchLink fieldCode="AR" term="%22Lim%2C+K%2EH%2E%22">Lim, K.H.</searchLink><br /><searchLink fieldCode="AR" term="%22Tan%2C+EKW%22">Tan, EKW</searchLink><br /><searchLink fieldCode="AR" term="%22Koo%2C+S%2EL%2E%22">Koo, S.L.</searchLink><br /><searchLink fieldCode="AR" term="%22Leow%2C+W%2EQ%2E%22">Leow, W.Q.</searchLink><br /><searchLink fieldCode="AR" term="%22Tejpar%2C+S%2E%22">Tejpar, S.</searchLink><br /><searchLink fieldCode="AR" term="%22Prabhakar%2C+S%2E%22">Prabhakar, S.</searchLink><br /><searchLink fieldCode="AR" term="%22Tan%2C+I%2EB%2E%22">Tan, I.B.</searchLink> )
Array ( [Name] => TitleSource [Label] => Source [Group] => Src [Data] => Nature genetics, vol. 54, no. 7, pp. 963-975 )
Array ( [Name] => DatePubCY [Label] => Publication Year [Group] => Date [Data] => 2022 )
Array ( [Name] => Subset [Label] => Collection [Group] => HoldingsInfo [Data] => Université de Lausanne (UNIL): Serval - Serveur académique lausannois )
Array ( [Name] => Subject [Label] => Subject Terms [Group] => Su [Data] => <searchLink fieldCode="DE" term="%22Colorectal+Neoplasms%2Fgenetics%22">Colorectal Neoplasms/genetics</searchLink><br /><searchLink fieldCode="DE" term="%22Colorectal+Neoplasms%2Fpathology%22">Colorectal Neoplasms/pathology</searchLink><br /><searchLink fieldCode="DE" term="%22Epithelial+Cells%2Fpathology%22">Epithelial Cells/pathology</searchLink><br /><searchLink fieldCode="DE" term="%22Humans%22">Humans</searchLink><br /><searchLink fieldCode="DE" term="%22Microsatellite+Instability%22">Microsatellite Instability</searchLink><br /><searchLink fieldCode="DE" term="%22Microsatellite+Repeats%2Fgenetics%22">Microsatellite Repeats/genetics</searchLink><br /><searchLink fieldCode="DE" term="%22Neoplasms%22">Neoplasms</searchLink><br /><searchLink fieldCode="DE" term="%22Glandular+and+Epithelial%2Fgenetics%22">Glandular and Epithelial/genetics</searchLink><br /><searchLink fieldCode="DE" term="%22Transcriptome%2Fgenetics%22">Transcriptome/genetics</searchLink> )
Array ( [Name] => Abstract [Label] => Description [Group] => Ab [Data] => The consensus molecular subtype (CMS) classification of colorectal cancer is based on bulk transcriptomics. The underlying epithelial cell diversity remains unclear. We analyzed 373,058 single-cell transcriptomes from 63 patients, focusing on 49,155 epithelial cells. We identified a pervasive genetic and transcriptomic dichotomy of malignant cells, based on distinct gene expression, DNA copy number and gene regulatory network. We recapitulated these subtypes in bulk transcriptomes from 3,614 patients. The two intrinsic subtypes, iCMS2 and iCMS3, refine CMS. iCMS3 comprises microsatellite unstable (MSI-H) cancers and one-third of microsatellite-stable (MSS) tumors. iCMS3 MSS cancers are transcriptomically more similar to MSI-H cancers than to other MSS cancers. CMS4 cancers had either iCMS2 or iCMS3 epithelium; the latter had the worst prognosis. We defined the intrinsic epithelial axis of colorectal cancer and propose a refined 'IMF' classification with five subtypes, combining intrinsic epithelial subtype (I), microsatellite instability status (M) and fibrosis (F). )
Array ( [Name] => TypeDocument [Label] => Document Type [Group] => TypDoc [Data] => article in journal/newspaper )
Array ( [Name] => Format [Label] => File Description [Group] => SrcInfo [Data] => application/pdf )
Array ( [Name] => Language [Label] => Language [Group] => Lang [Data] => English )
Array ( [Name] => ISSN [Label] => ISSN [Group] => ISSN [Data] => 1061-4036 )
Array ( [Name] => NoteTitleSource [Label] => Relation [Group] => SrcInfo [Data] => info:eu-repo/semantics/altIdentifier/pmid/35773407; info:eu-repo/semantics/altIdentifier/eissn/1546-1718; info:eu-repo/semantics/altIdentifier/urn/urn:nbn:ch:serval-BIB_27A9BBA898C96; https://serval.unil.ch/notice/serval:BIB_27A9BBA898C9; urn:issn:1061-4036; https://serval.unil.ch/resource/serval:BIB_27A9BBA898C9.P001/REF.pdf; http://nbn-resolving.org/urn/resolver.pl?urn=urn:nbn:ch:serval-BIB_27A9BBA898C96 )
Array ( [Name] => DOI [Label] => DOI [Group] => ID [Data] => 10.1038/s41588-022-01100-4 )
Array ( [Name] => URL [Label] => Availability [Group] => URL [Data] => https://doi.org/10.1038/s41588-022-01100-4<br />https://serval.unil.ch/notice/serval:BIB_27A9BBA898C9<br />https://serval.unil.ch/resource/serval:BIB_27A9BBA898C9.P001/REF.pdf<br />http://nbn-resolving.org/urn/resolver.pl?urn=urn:nbn:ch:serval-BIB_27A9BBA898C96 )
Array ( [Name] => Copyright [Label] => Rights [Group] => Cpyrght [Data] => info:eu-repo/semantics/openAccess ; CC BY 4.0 ; https://creativecommons.org/licenses/by/4.0/ )
Array ( [Name] => AN [Label] => Accession Number [Group] => ID [Data] => edsbas.455B20A2 )
RecordInfo Array ( [BibEntity] => Array ( [Identifiers] => Array ( [0] => Array ( [Type] => doi [Value] => 10.1038/s41588-022-01100-4 ) ) [Languages] => Array ( [0] => Array ( [Text] => English ) ) [Subjects] => Array ( [0] => Array ( [SubjectFull] => Colorectal Neoplasms/genetics [Type] => general ) [1] => Array ( [SubjectFull] => Colorectal Neoplasms/pathology [Type] => general ) [2] => Array ( [SubjectFull] => Epithelial Cells/pathology [Type] => general ) [3] => Array ( [SubjectFull] => Humans [Type] => general ) [4] => Array ( [SubjectFull] => Microsatellite Instability [Type] => general ) [5] => Array ( [SubjectFull] => Microsatellite Repeats/genetics [Type] => general ) [6] => Array ( [SubjectFull] => Neoplasms [Type] => general ) [7] => Array ( [SubjectFull] => Glandular and Epithelial/genetics [Type] => general ) [8] => Array ( [SubjectFull] => Transcriptome/genetics [Type] => general ) ) [Titles] => Array ( [0] => Array ( [TitleFull] => Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer. [Type] => main ) ) ) [BibRelationships] => Array ( [HasContributorRelationships] => Array ( [0] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Joanito, I. ) ) ) [1] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Wirapati, P. ) ) ) [2] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Zhao, N. ) ) ) [3] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Nawaz, Z. ) ) ) [4] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Yeo, G. ) ) ) [5] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Lee, F. ) ) ) [6] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Eng, CLP ) ) ) [7] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Macalinao, D.C. ) ) ) [8] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Kahraman, M. ) ) ) [9] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Srinivasan, H. ) ) ) [10] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Lakshmanan, V. ) ) ) [11] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Verbandt, S. ) ) ) [12] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Tsantoulis, P. ) ) ) [13] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Gunn, N. ) ) ) [14] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Venkatesh, P.N. ) ) ) [15] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Poh, Z.W. ) ) ) [16] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Nahar, R. ) ) ) [17] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Oh, HLJ ) ) ) [18] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Loo, J.M. ) ) ) [19] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Chia, S. ) ) ) [20] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Cheow, L.F. ) ) ) [21] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Cheruba, E. ) ) ) [22] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Wong, M.T. ) ) ) [23] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Kua, L. ) ) ) [24] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Chua, C. ) ) ) [25] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Nguyen, A. ) ) ) [26] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Golovan, J. ) ) ) [27] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Gan, A. ) ) ) [28] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Lim, W.J. ) ) ) [29] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Guo, Y.A. ) ) ) [30] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Yap, C.K. ) ) ) [31] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Tay, B. ) ) ) [32] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Hong, Y. ) ) ) [33] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Chong, D.Q. ) ) ) [34] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Chok, A.Y. ) ) ) [35] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Park, W.Y. ) ) ) [36] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Han, S. ) ) ) [37] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Chang, M.H. ) ) ) [38] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Seow-En, I. ) ) ) [39] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Fu, C. ) ) ) [40] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Mathew, R. ) ) ) [41] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Toh, E.L. ) ) ) [42] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Hong, L.Z. ) ) ) [43] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Skanderup, A.J. ) ) ) [44] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => DasGupta, R. ) ) ) [45] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Ong, C.J. ) ) ) [46] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Lim, K.H. ) ) ) [47] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Tan, EKW ) ) ) [48] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Koo, S.L. ) ) ) [49] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Leow, W.Q. ) ) ) [50] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Tejpar, S. ) ) ) [51] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Prabhakar, S. ) ) ) [52] => Array ( [PersonEntity] => Array ( [Name] => Array ( [NameFull] => Tan, I.B. ) ) ) ) [IsPartOfRelationships] => Array ( [0] => Array ( [BibEntity] => Array ( [Dates] => Array ( [0] => Array ( [D] => 01 [M] => 01 [Type] => published [Y] => 2022 ) ) [Identifiers] => Array ( [0] => Array ( [Type] => issn-print [Value] => 10614036 ) [1] => Array ( [Type] => issn-locals [Value] => edsbas ) [2] => Array ( [Type] => issn-locals [Value] => edsbas.oa ) ) [Titles] => Array ( [0] => Array ( [TitleFull] => Nature genetics, vol. 54, no. 7, pp. 963-975 [Type] => main ) ) ) ) ) ) )
IllustrationInfo