Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis.

Kanoni, S.; Graham, S.E.; Wang, Y.; Surakka, I.; Ramdas, S.; Zhu, X.; Clarke, S.L.; Bhatti, K.F.; Vedantam, S.; Winkler, T.W.; Locke, A.E.; Marouli, E.; Zajac, GJM; Wu, K.H.; Ntalla, I.; Hui, Q.; Klarin, D.; Hilliard, A.T.; Wang, Z.; Xue, C.; Thorleifsson, G.; Helgadottir, A.; Gudbjartsson, D.F.; Holm, H.; Olafsson, I.; Hwang, M.Y.; Han, S.; Akiyama, M.; Sakaue, S.; Terao, C.; Kanai, M.; Zhou, W.; Brumpton, B.M.; Rasheed, H.; Havulinna, A.S.; Veturi, Y.; Pacheco, J.A.; Rosenthal, E.A.; Lingren, T.; Feng, Q.; Kullo, I.J.; Narita, A.; Takayama, J.; Martin, H.C.; Hunt, K.A.; Trivedi, B.; Haessler, J.; Giulianini, F.; Bradford, Y.; Miller, J.E.; Campbell, A.; Lin, K.; Millwood, I.Y.; Rasheed, A.; Hindy, G.; Faul, J.D.; Zhao, W.; Weir, D.R.; Turman, C.; Huang, H.; Graff, M.; Choudhury, A.; Sengupta, D.; Mahajan, A.; Brown, M.R.; Zhang, W.; Yu, K.; Schmidt, E.M.; Pandit, A.; Gustafsson, S.; Yin, X.; Luan, J.; Zhao, J.H.; Matsuda, F.; Jang, H.M.; Yoon, K.; Medina-Gomez, C.; Pitsillides, A.; Hottenga, J.J.; Wood, A.R.; Ji, Y.; Gao, Z.; Haworth, S.; Yousri, N.A.; Mitchell, R.E.; Chai, J.F.; Aadahl, M.; Bjerregaard, A.A.; Yao, J.; Manichaikul, A.; Hwu, C.M.; Hung, Y.J.; Warren, H.R.; Ramirez, J.; Bork-Jensen, J.; Kårhus, L.L.; Goel, A.; Sabater-Lleal, M.; Noordam, R.; Mauro, P.; Matteo, F.; McDaid, A.F.; Marques-Vidal, P.; Wielscher, M.; Trompet, S.; Sattar, N.; Møllehave, L.T.; Munz, M.; Zeng, L.; Huang, J.; Yang, B.; Poveda, A.; Kurbasic, A.; Lamina, C.; Forer, L.; Scholz, M.; Galesloot, T.E.; Bradfield, J.P.; Ruotsalainen, S.E.; Daw, E.; Zmuda, J.M.; Mitchell, J.S.; Fuchsberger, C.; Christensen, H.; Brody, J.A.; Vazquez-Moreno, M.; Feitosa, M.F.; Wojczynski, M.K.; Wang, Z.; Preuss, M.H.; Mangino, M.; Christofidou, P.; Verweij, N.; Benjamins, J.W.; Engmann, J.; Tsao, N.L.; Verma, A.; Slieker, R.C.; Lo, K.S.; Zilhao, N.R.; Le, P.; Kleber, M.E.; Delgado, G.E.; Huo, S.; Ikeda, D.D.; Iha, H.; Yang, J.; Liu, J.; Demirkan, A.; Leonard, H.L.; Marten, J.; Frank, M.; Schmidt, B.; Smyth, L.J.; Cañadas-Garre, M.; Wang, C.; Nakatochi, M.; Wong, A.; Hutri-Kähönen, N.; Sim, X.; Xia, R.; Huerta-Chagoya, A.; Fernandez-Lopez, J.C.; Lyssenko, V.; Nongmaithem, S.S.; Bayyana, S.; Stringham, H.M.; Irvin, M.R.; Oldmeadow, C.; Kim, H.N.; Ryu, S.; Timmers, PRHJ; Arbeeva, L.; Dorajoo, R.; Lange, L.A.; Prasad, G.; Lorés-Motta, L.; Pauper, M.; Long, J.; Li, X.; Theusch, E.; Takeuchi, F.; Spracklen, C.N.; Loukola, A.; Bollepalli, S.; Warner, S.C.; Wang, Y.X.; Wei, W.B.; Nutile, T.; Ruggiero, D.; Sung, Y.J.; Chen, S.; Liu, F.; Yang, J.; Kentistou, K.A.; Banas, B.; Nardone, G.G.; Meidtner, K.; Bielak, L.F.; Smith, J.A.; Hebbar, P.; Farmaki, A.E.; Hofer, E.; Lin, M.; Concas, M.P.; Vaccargiu, S.; van der Most, P.J.; Pitkänen, N.; Cade, B.E.; van der Laan, S.W.; Chitrala, K.N.; Weiss, S.; Bentley, A.R.; Doumatey, A.P.; Adeyemo, A.A.; Lee, J.Y.; Petersen, ERB; Nielsen, A.A.; Choi, H.S.; Nethander, M.; Freitag-Wolf, S.; Southam, L.; Rayner, N.W.; Wang, C.A.; Lin, S.Y.; Wang, J.S.; Couture, C.; Lyytikäinen, L.P.; Nikus, K.; Cuellar-Partida, G.; Vestergaard, H.; Hidalgo, B.; Giannakopoulou, O.; Cai, Q.; Obura, M.O.; van Setten, J.; Li, X.; Liang, J.; Tang, H.; Terzikhan, N.; Shin, J.H.; Jackson, R.D.; Reiner, A.P.; Martin, L.W.; Chen, Z.; Li, L.; Kawaguchi, T.; Thiery, J.; Bis, J.C.; Launer, L.J.; Li, H.; Nalls, M.A.; Raitakari, O.T.; Ichihara, S.; Wild, S.H.; Nelson, C.P.; Campbell, H.; Jäger, S.; Nabika, T.; Al-Mulla, F.; Niinikoski, H.; Braund, P.S.; Kolcic, I.; Kovacs, P.; Giardoglou, T.; Katsuya, T.; de Kleijn, D.; de Borst, G.J.; Kim, E.K.; Adams, HHH; Ikram, M.A.; Zhu, X.; Asselbergs, F.W.; Kraaijeveld, A.O.; Beulens, JWJ; Shu, X.O.; Rallidis, L.S.; Pedersen, O.; Hansen, T.; Mitchell, P.; Hewitt, A.W.; Kähönen, M.; Pérusse, L.; Bouchard, C.; Tönjes, A.; Chen, Y.I.; Pennell, C.E.; Mori, T.A.; Lieb, W.; Franke, A.; Ohlsson, C.; Mellström, D.; Cho, Y.S.; Lee, H.; Yuan, J.M.; Koh, W.P.; Rhee, S.Y.; Woo, J.T.; Heid, I.M.; Stark, K.J.; Zimmermann, M.E.; Völzke, H.; Homuth, G.; Evans, M.K.; Zonderman, A.B.; Polasek, O.; Pasterkamp, G.; Hoefer, I.E.; Redline, S.; Pahkala, K.; Oldehinkel, A.J.; Snieder, H.; Biino, G.; Schmidt, R.; Schmidt, H.; Bandinelli, S.; Dedoussis, G.; Thanaraj, T.A.; Kardia, SLR; Peyser, P.A.; Kato, N.; Schulze, M.B.; Girotto, G.; Böger, C.A.; Jung, B.; Joshi, P.K.; Bennett, D.A.; De Jager, P.L.; Lu, X.; Mamakou, V.; Brown, M.; Caulfield, M.J.; Munroe, P.B.; Guo, X.; Ciullo, M.; Jonas, J.B.; Samani, N.J.; Kaprio, J.; Pajukanta, P.; Tusié-Luna, T.; Aguilar-Salinas, C.A.; Adair, L.S.; Bechayda, S.A.; de Silva, H.J.; Wickremasinghe, A.R.; Krauss, R.M.; Wu, J.Y.; Zheng, W.; Hollander, A.I.; Bharadwaj, D.; Correa, A.; Wilson, J.G.; Lind, L.; Heng, C.K.; Nelson, A.E.; Golightly, Y.M.; Wilson, J.F.; Penninx, B.; Kim, H.L.; Attia, J.; Scott, R.J.; Rao, D.C.; Arnett, D.K.; Hunt, S.C.; Walker, M.; Koistinen, H.A.; Chandak, G.R.; Mercader, J.M.; Costanzo, M.C.; Jang, D.; Burtt, N.P.; Villalpando, C.G.; Orozco, L.; Fornage, M.; Tai, E.; van Dam, R.M.; Lehtimäki, T.; Chaturvedi, N.; Yokota, M.; Liu, J.; Reilly, D.F.; McKnight, A.J.; Kee, F.; Jöckel, K.H.; McCarthy, M.I.; Palmer, CNA; Vitart, V.; Hayward, C.; Simonsick, E.; van Duijn, C.M.; Jin, Z.B.; Qu, J.; Hishigaki, H.; Lin, X.; März, W.; Gudnason, V.; Tardif, J.C.; Lettre, G.; Hart, LM'; Elders, PJM; Damrauer, S.M.; Kumari, M.; Kivimaki, M.; van der Harst, P.; Spector, T.D.; Loos, RJF; Province, M.A.; Parra, E.J.; Cruz, M.; Psaty, B.M.; Brandslund, I.; Pramstaller, P.P.; Rotimi, C.N.; Christensen, K.; Ripatti, S.; Widén, E.; Hakonarson, H.; Grant, SFA; Kiemeney, LALM; de Graaf, J.; Loeffler, M.; Kronenberg, F.; Gu, D.; Erdmann, J.; Schunkert, H.; Franks, P.W.; Linneberg, A.; Jukema, J.W.; Khera, A.V.; Männikkö, M.; Jarvelin, M.R.; Kutalik, Z.; Francesco, C.; Mook-Kanamori, D.O.; van Dijk, K.W.; Watkins, H.; Strachan, D.P.; Grarup, N.; Sever, P.; Poulter, N.; Chuang, L.M.; Rotter, J.I.; Dantoft, T.M.; Karpe, F.; Neville, M.J.; Timpson, N.J.; Cheng, C.Y.; Wong, T.Y.; Khor, C.C.; Li, H.; Sabanayagam, C.; Peters, A.; Gieger, C.; Hattersley, A.T.; Pedersen, N.L.; Magnusson, PKE; Boomsma, D.I.; Willemsen, AHM; Cupples, L.; van Meurs, JBJ; Ghanbari, M.; Gordon-Larsen, P.; Huang, W.; Kim, Y.J.; Tabara, Y.; Wareham, N.J.; Langenberg, C.; Zeggini, E.; Kuusisto, J.; Laakso, M.; Ingelsson, E.; Abecasis, G.; Chambers, J.C.; Kooner, J.S.; de Vries, P.S.; Morrison, A.C.; Hazelhurst, S.; Ramsay, M.; North, K.E.; Daviglus, M.; Kraft, P.; Martin, N.G.; Whitfield, J.B.; Abbas, S.; Saleheen, D.; Walters, R.G.; Holmes, M.V.; Black, C.; Smith, B.H.; Baras, A.; Justice, A.E.; Buring, J.E.; Ridker, P.M.; Chasman, D.I.; Kooperberg, C.; Tamiya, G.; Yamamoto, M.; van Heel, D.A.; Trembath, R.C.; Wei, W.Q.; Jarvik, G.P.; Namjou, B.; Hayes, M.G.; Ritchie, M.D.; Jousilahti, P.; Salomaa, V.; Hveem, K.; Åsvold, B.O.; Kubo, M.; Kamatani, Y.; Okada, Y.; Murakami, Y.; Kim, B.J.; Thorsteinsdottir, U.; Stefansson, K.; Zhang, J.; Chen, Y.; Ho, Y.L.; Lynch, J.A.; Rader, D.J.; Tsao, P.S.; Chang, K.M.; Cho, K.; O'Donnell, C.J.; Gaziano, J.M.; Wilson, PWF; Frayling, T.M.; Hirschhorn, J.N.; Kathiresan, S.; Mohlke, K.L.; Sun, Y.V.; Morris, A.P.; Boehnke, M.; Brown, C.D.; Natarajan, P.; Deloukas, P.; Willer, C.J.; Assimes, T.L.; Peloso, G.M.

doi:10.1186/s13059-022-02837-1

Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis.

Détails

Télécharger: s13059-022-02837-1.pdf (2183.57 [Ko])
Etat: Public
Version: Final published version
Licence: CC BY 4.0

Document(s) secondaire(s)

Télécharger: Tables S1-S22.pdf (17776.14 [Ko])
Etat: Public
Version: Supplementary document
Licence: Non spécifiée

Télécharger: Figures 1-10.pdf (2945.51 [Ko])
Etat: Public
Version: Supplementary document
Licence: CC BY 4.0

ID Serval

serval:BIB_3CFF377B1981

Type

Article: article d'un périodique ou d'un magazine.

Collection

Publications

Institution

UNIL/CHUV

Titre

Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis.

Périodique

Genome biology

Auteur⸱e⸱s

Kanoni S., Graham S.E., Wang Y., Surakka I., Ramdas S., Zhu X., Clarke S.L., Bhatti K.F., Vedantam S., Winkler T.W., Locke A.E., Marouli E., Zajac GJM, Wu K.H., Ntalla I., Hui Q., Klarin D., Hilliard A.T., Wang Z., Xue C., Thorleifsson G., Helgadottir A., Gudbjartsson D.F., Holm H., Olafsson I., Hwang M.Y., Han S., Akiyama M., Sakaue S., Terao C., Kanai M., Zhou W., Brumpton B.M., Rasheed H., Havulinna A.S., Veturi Y., Pacheco J.A., Rosenthal E.A., Lingren T., Feng Q., Kullo I.J., Narita A., Takayama J., Martin H.C., Hunt K.A., Trivedi B., Haessler J., Giulianini F., Bradford Y., Miller J.E., Campbell A., Lin K., Millwood I.Y., Rasheed A., Hindy G., Faul J.D., Zhao W., Weir D.R., Turman C., Huang H., Graff M., Choudhury A., Sengupta D., Mahajan A., Brown M.R., Zhang W., Yu K., Schmidt E.M., Pandit A., Gustafsson S., Yin X., Luan J., Zhao J.H., Matsuda F., Jang H.M., Yoon K., Medina-Gomez C., Pitsillides A., Hottenga J.J., Wood A.R., Ji Y., Gao Z., Haworth S., Yousri N.A., Mitchell R.E., Chai J.F., Aadahl M., Bjerregaard A.A., Yao J., Manichaikul A., Hwu C.M., Hung Y.J., Warren H.R., Ramirez J., Bork-Jensen J., Kårhus L.L., Goel A., Sabater-Lleal M., Noordam R., Mauro P., Matteo F., McDaid A.F., Marques-Vidal P., Wielscher M., Trompet S., Sattar N., Møllehave L.T., Munz M., Zeng L., Huang J., Yang B., Poveda A., Kurbasic A., Lamina C., Forer L., Scholz M., Galesloot T.E., Bradfield J.P., Ruotsalainen S.E., Daw E., Zmuda J.M., Mitchell J.S., Fuchsberger C., Christensen H., Brody J.A., Vazquez-Moreno M., Feitosa M.F., Wojczynski M.K., Wang Z., Preuss M.H., Mangino M., Christofidou P., Verweij N., Benjamins J.W., Engmann J., Tsao N.L., Verma A., Slieker R.C., Lo K.S., Zilhao N.R., Le P., Kleber M.E., Delgado G.E., Huo S., Ikeda D.D., Iha H., Yang J., Liu J., Demirkan A., Leonard H.L., Marten J., Frank M., Schmidt B., Smyth L.J., Cañadas-Garre M., Wang C., Nakatochi M., Wong A., Hutri-Kähönen N., Sim X., Xia R., Huerta-Chagoya A., Fernandez-Lopez J.C., Lyssenko V., Nongmaithem S.S., Bayyana S., Stringham H.M., Irvin M.R., Oldmeadow C., Kim H.N., Ryu S., Timmers PRHJ, Arbeeva L., Dorajoo R., Lange L.A., Prasad G., Lorés-Motta L., Pauper M., Long J., Li X., Theusch E., Takeuchi F., Spracklen C.N., Loukola A., Bollepalli S., Warner S.C., Wang Y.X., Wei W.B., Nutile T., Ruggiero D., Sung Y.J., Chen S., Liu F., Yang J., Kentistou K.A., Banas B., Nardone G.G., Meidtner K., Bielak L.F., Smith J.A., Hebbar P., Farmaki A.E., Hofer E., Lin M., Concas M.P., Vaccargiu S., van der Most P.J., Pitkänen N., Cade B.E., van der Laan S.W., Chitrala K.N., Weiss S., Bentley A.R., Doumatey A.P., Adeyemo A.A., Lee J.Y., Petersen ERB, Nielsen A.A., Choi H.S., Nethander M., Freitag-Wolf S., Southam L., Rayner N.W., Wang C.A., Lin S.Y., Wang J.S., Couture C., Lyytikäinen L.P., Nikus K., Cuellar-Partida G., Vestergaard H., Hidalgo B., Giannakopoulou O., Cai Q., Obura M.O., van Setten J., Li X., Liang J., Tang H., Terzikhan N., Shin J.H., Jackson R.D., Reiner A.P., Martin L.W., Chen Z., Li L., Kawaguchi T., Thiery J., Bis J.C., Launer L.J., Li H., Nalls M.A., Raitakari O.T., Ichihara S., Wild S.H., Nelson C.P., Campbell H., Jäger S., Nabika T., Al-Mulla F., Niinikoski H., Braund P.S., Kolcic I., Kovacs P., Giardoglou T., Katsuya T., de Kleijn D., de Borst G.J., Kim E.K., Adams HHH, Ikram M.A., Zhu X., Asselbergs F.W., Kraaijeveld A.O., Beulens JWJ, Shu X.O., Rallidis L.S., Pedersen O., Hansen T., Mitchell P., Hewitt A.W., Kähönen M., Pérusse L., Bouchard C., Tönjes A., Chen Y.I., Pennell C.E., Mori T.A., Lieb W., Franke A., Ohlsson C., Mellström D., Cho Y.S., Lee H., Yuan J.M., Koh W.P., Rhee S.Y., Woo J.T., Heid I.M., Stark K.J., Zimmermann M.E., Völzke H., Homuth G., Evans M.K., Zonderman A.B., Polasek O., Pasterkamp G., Hoefer I.E., Redline S., Pahkala K., Oldehinkel A.J., Snieder H., Biino G., Schmidt R., Schmidt H., Bandinelli S., Dedoussis G., Thanaraj T.A., Kardia SLR, Peyser P.A., Kato N., Schulze M.B., Girotto G., Böger C.A., Jung B., Joshi P.K., Bennett D.A., De Jager P.L., Lu X., Mamakou V., Brown M., Caulfield M.J., Munroe P.B., Guo X., Ciullo M., Jonas J.B., Samani N.J., Kaprio J., Pajukanta P., Tusié-Luna T., Aguilar-Salinas C.A., Adair L.S., Bechayda S.A., de Silva H.J., Wickremasinghe A.R., Krauss R.M., Wu J.Y., Zheng W., Hollander A.I., Bharadwaj D., Correa A., Wilson J.G., Lind L., Heng C.K., Nelson A.E., Golightly Y.M., Wilson J.F., Penninx B., Kim H.L., Attia J., Scott R.J., Rao D.C., Arnett D.K., Hunt S.C., Walker M., Koistinen H.A., Chandak G.R., Mercader J.M., Costanzo M.C., Jang D., Burtt N.P., Villalpando C.G., Orozco L., Fornage M., Tai E., van Dam R.M., Lehtimäki T., Chaturvedi N., Yokota M., Liu J., Reilly D.F., McKnight A.J., Kee F., Jöckel K.H., McCarthy M.I., Palmer CNA, Vitart V., Hayward C., Simonsick E., van Duijn C.M., Jin Z.B., Qu J., Hishigaki H., Lin X., März W., Gudnason V., Tardif J.C., Lettre G., Hart LM', Elders PJM, Damrauer S.M., Kumari M., Kivimaki M., van der Harst P., Spector T.D., Loos RJF, Province M.A., Parra E.J., Cruz M., Psaty B.M., Brandslund I., Pramstaller P.P., Rotimi C.N., Christensen K., Ripatti S., Widén E., Hakonarson H., Grant SFA, Kiemeney LALM, de Graaf J., Loeffler M., Kronenberg F., Gu D., Erdmann J., Schunkert H., Franks P.W., Linneberg A., Jukema J.W., Khera A.V., Männikkö M., Jarvelin M.R., Kutalik Z., Francesco C., Mook-Kanamori D.O., van Dijk K.W., Watkins H., Strachan D.P., Grarup N., Sever P., Poulter N., Chuang L.M., Rotter J.I., Dantoft T.M., Karpe F., Neville M.J., Timpson N.J., Cheng C.Y., Wong T.Y., Khor C.C., Li H., Sabanayagam C., Peters A., Gieger C., Hattersley A.T., Pedersen N.L., Magnusson PKE, Boomsma D.I., Willemsen AHM, Cupples L., van Meurs JBJ, Ghanbari M., Gordon-Larsen P., Huang W., Kim Y.J., Tabara Y., Wareham N.J., Langenberg C., Zeggini E., Kuusisto J., Laakso M., Ingelsson E., Abecasis G., Chambers J.C., Kooner J.S., de Vries P.S., Morrison A.C., Hazelhurst S., Ramsay M., North K.E., Daviglus M., Kraft P., Martin N.G., Whitfield J.B., Abbas S., Saleheen D., Walters R.G., Holmes M.V., Black C., Smith B.H., Baras A., Justice A.E., Buring J.E., Ridker P.M., Chasman D.I., Kooperberg C., Tamiya G., Yamamoto M., van Heel D.A., Trembath R.C., Wei W.Q., Jarvik G.P., Namjou B., Hayes M.G., Ritchie M.D., Jousilahti P., Salomaa V., Hveem K., Åsvold B.O., Kubo M., Kamatani Y., Okada Y., Murakami Y., Kim B.J., Thorsteinsdottir U., Stefansson K., Zhang J., Chen Y., Ho Y.L., Lynch J.A., Rader D.J., Tsao P.S., Chang K.M., Cho K., O'Donnell C.J., Gaziano J.M., Wilson PWF, Frayling T.M., Hirschhorn J.N., Kathiresan S., Mohlke K.L., Sun Y.V., Morris A.P., Boehnke M., Brown C.D., Natarajan P., Deloukas P., Willer C.J., Assimes T.L., Peloso G.M.

ISSN

1474-760X (Electronic)

ISSN-L

1474-7596

Statut éditorial

Publié

Date de publication

27/12/2022

Peer-reviewed

Oui

Volume

Numéro

Pages

268

Langue

anglais

Notes

Publication types: Meta-Analysis ; Journal Article ; Research Support, N.I.H., Intramural ; Research Support, Non-U.S. Gov't ; Research Support, N.I.H., Extramural
Publication Status: epublish

Résumé

Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery.
To expand our understanding of the underlying biological pathways and mechanisms controlling blood lipid levels, we leverage a large multi-ancestry meta-analysis (N = 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3-5% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism.
Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk.

Mots-clé

Humans, Genome-Wide Association Study, Genetic Predisposition to Disease, Sex Characteristics, Phenotype, Lipids/genetics, Polymorphism, Single Nucleotide, Genetic Pleiotropy, Cholesterol, GWAS, Genetics, Genome-wide association study, Lipids

URN

urn:nbn:ch:serval-BIB_3CFF377B19810

OAI-PMH

oai:serval.unil.ch:BIB_3CFF377B1981

DOI

10.1186/s13059-022-02837-1

Pubmed

36575460

Web of science

000927879600003

Open Access

Oui