Standard
Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration. / Noordam, Raymond; Bos, Maxime M; Wang, Heming; Winkler, Thomas W; Bentley, Amy R; Kilpeläinen, Tuomas O.; de Vries, Paul S; Sung, Yun Ju; Schwander, Karen; Cade, Brian E; Manning, Alisa; Aschard, Hugues; Brown, Michael R; Chen, Han; Franceschini, Nora; Musani, Solomon K; Richard, Melissa; Vojinovic, Dina; Aslibekyan, Stella; Bartz, Traci M; de Las Fuentes, Lisa; Feitosa, Mary; Horimoto, Andrea R; Ilkov, Marjan; Kho, Minjung; Kraja, Aldi; Li, Changwei; Lim, Elise; Liu, Yongmei; Mook-Kanamori, Dennis O; Rankinen, Tuomo; Tajuddin, Salman M; van der Spek, Ashley; Wang, Zhe; Marten, Jonathan; Laville, Vincent; Alver, Maris; Evangelou, Evangelos; Graff, Maria E; He, Meian; Kühnel, Brigitte; Lyytikäinen, Leo-Pekka; Marques-Vidal, Pedro; Nolte, Ilja M; Palmer, Nicholette D; Rauramaa, Rainer; Shu, Xiao-Ou; Snieder, Harold; Weiss, Stefan; Wen, Wanqing; Yanek, Lisa R; Adolfo, Correa; Ballantyne, Christie; Bielak, Larry; Biermasz, Nienke R; Boerwinkle, Eric; Dimou, Niki; Eiriksdottir, Gudny; Gao, Chuan; Gharib, Sina A; Gottlieb, Daniel J; Haba-Rubio, José; Harris, Tamara B; Heikkinen, Sami; Heinzer, Raphaël; Hixson, James E; Homuth, Georg; Ikram, M Arfan; Komulainen, Pirjo; Krieger, Jose E; Lee, Jiwon; Liu, Jingmin; Lohman, Kurt K; Luik, Annemarie I; Mägi, Reedik; Martin, Lisa W; Meitinger, Thomas; Metspalu, Andres; Milaneschi, Yuri; Nalls, Mike A; O'Connell, Jeff; Peters, Annette; Peyser, Patricia; Raitakari, Olli T; Reiner, Alex P; Rensen, Patrick C N; Rice, Treva K; Rich, Stephen S; Roenneberg, Till; Rotter, Jerome I; Schreiner, Pamela J; Shikany, James; Sidney, Stephen S; Sims, Mario; Sitlani, Colleen M; Sofer, Tamar; Strauch, Konstantin; Swertz, Morris A; Taylor, Kent D; Uitterlinden, André G; van Duijn, Cornelia M; Völzke, Henry; Waldenberger, Melanie; Wallance, Robert B; van Dijk, Ko Willems; Yu, Caizheng; Zonderman, Alan B; Becker, Diane M; Elliott, Paul; Esko, Tõnu; Gieger, Christian; Grabe, Hans J; Lakka, Timo A; Lehtimäki, Terho; North, Kari E; Penninx, Brenda W J H; Vollenweider, Peter; Wagenknecht, Lynne E; Wu, Tangchun; Xiang, Yong-Bing; Zheng, Wei; Arnett, Donna K; Bouchard, Claude; Evans, Michele K; Gudnason, Vilmundur; Kardia, Sharon; Kelly, Tanika N; Kritchevsky, Stephen B; Loos, Ruth J F; Pereira, Alexandre C; Province, Mike; Psaty, Bruce M; Rotimi, Charles; Zhu, Xiaofeng; Amin, Najaf; Cupples, L Adrienne; Fornage, Myriam; Fox, Ervin F; Guo, Xiuqing; Gauderman, W James; Rice, Kenneth; Kooperberg, Charles; Munroe, Patricia B; Liu, Ching-Ti; Morrison, Alanna C; Rao, Dabeeru C; van Heemst, Diana; Redline, Susan.
In:
Nature Communications, Vol. 10, No. 1, 5121, 2019.
Research output: Contribution to journal › Journal article › Research › peer-review
Harvard
Noordam, R, Bos, MM, Wang, H, Winkler, TW, Bentley, AR
, Kilpeläinen, TO, de Vries, PS, Sung, YJ, Schwander, K, Cade, BE, Manning, A, Aschard, H, Brown, MR, Chen, H, Franceschini, N, Musani, SK, Richard, M, Vojinovic, D, Aslibekyan, S, Bartz, TM, de Las Fuentes, L, Feitosa, M, Horimoto, AR, Ilkov, M, Kho, M, Kraja, A, Li, C, Lim, E, Liu, Y, Mook-Kanamori, DO, Rankinen, T, Tajuddin, SM, van der Spek, A, Wang, Z, Marten, J, Laville, V, Alver, M, Evangelou, E, Graff, ME, He, M, Kühnel, B, Lyytikäinen, L-P, Marques-Vidal, P, Nolte, IM, Palmer, ND, Rauramaa, R, Shu, X-O, Snieder, H, Weiss, S, Wen, W, Yanek, LR, Adolfo, C, Ballantyne, C, Bielak, L, Biermasz, NR, Boerwinkle, E, Dimou, N, Eiriksdottir, G, Gao, C, Gharib, SA, Gottlieb, DJ, Haba-Rubio, J, Harris, TB, Heikkinen, S, Heinzer, R, Hixson, JE, Homuth, G, Ikram, MA, Komulainen, P, Krieger, JE, Lee, J, Liu, J, Lohman, KK, Luik, AI, Mägi, R, Martin, LW, Meitinger, T, Metspalu, A, Milaneschi, Y, Nalls, MA, O'Connell, J, Peters, A, Peyser, P, Raitakari, OT, Reiner, AP, Rensen, PCN, Rice, TK, Rich, SS, Roenneberg, T, Rotter, JI, Schreiner, PJ, Shikany, J, Sidney, SS, Sims, M, Sitlani, CM, Sofer, T, Strauch, K, Swertz, MA, Taylor, KD, Uitterlinden, AG, van Duijn, CM, Völzke, H, Waldenberger, M, Wallance, RB, van Dijk, KW, Yu, C, Zonderman, AB, Becker, DM, Elliott, P, Esko, T, Gieger, C, Grabe, HJ, Lakka, TA, Lehtimäki, T, North, KE, Penninx, BWJH, Vollenweider, P, Wagenknecht, LE, Wu, T, Xiang, Y-B, Zheng, W, Arnett, DK, Bouchard, C, Evans, MK, Gudnason, V, Kardia, S, Kelly, TN, Kritchevsky, SB, Loos, RJF, Pereira, AC, Province, M, Psaty, BM, Rotimi, C, Zhu, X, Amin, N, Cupples, LA, Fornage, M, Fox, EF, Guo, X, Gauderman, WJ, Rice, K, Kooperberg, C, Munroe, PB, Liu, C-T, Morrison, AC, Rao, DC, van Heemst, D & Redline, S 2019, '
Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration',
Nature Communications, vol. 10, no. 1, 5121.
https://doi.org/10.1038/s41467-019-12958-0APA
Noordam, R., Bos, M. M., Wang, H., Winkler, T. W., Bentley, A. R.
, Kilpeläinen, T. O., de Vries, P. S., Sung, Y. J., Schwander, K., Cade, B. E., Manning, A., Aschard, H., Brown, M. R., Chen, H., Franceschini, N., Musani, S. K., Richard, M., Vojinovic, D., Aslibekyan, S., ... Redline, S. (2019).
Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration.
Nature Communications,
10(1), [5121].
https://doi.org/10.1038/s41467-019-12958-0Vancouver
Noordam R, Bos MM, Wang H, Winkler TW, Bentley AR
, Kilpeläinen TO et al.
Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration.
Nature Communications. 2019;10(1). 5121.
https://doi.org/10.1038/s41467-019-12958-0Author
Noordam, Raymond ; Bos, Maxime M ; Wang, Heming ; Winkler, Thomas W ; Bentley, Amy R ; Kilpeläinen, Tuomas O. ; de Vries, Paul S ; Sung, Yun Ju ; Schwander, Karen ; Cade, Brian E ; Manning, Alisa ; Aschard, Hugues ; Brown, Michael R ; Chen, Han ; Franceschini, Nora ; Musani, Solomon K ; Richard, Melissa ; Vojinovic, Dina ; Aslibekyan, Stella ; Bartz, Traci M ; de Las Fuentes, Lisa ; Feitosa, Mary ; Horimoto, Andrea R ; Ilkov, Marjan ; Kho, Minjung ; Kraja, Aldi ; Li, Changwei ; Lim, Elise ; Liu, Yongmei ; Mook-Kanamori, Dennis O ; Rankinen, Tuomo ; Tajuddin, Salman M ; van der Spek, Ashley ; Wang, Zhe ; Marten, Jonathan ; Laville, Vincent ; Alver, Maris ; Evangelou, Evangelos ; Graff, Maria E ; He, Meian ; Kühnel, Brigitte ; Lyytikäinen, Leo-Pekka ; Marques-Vidal, Pedro ; Nolte, Ilja M ; Palmer, Nicholette D ; Rauramaa, Rainer ; Shu, Xiao-Ou ; Snieder, Harold ; Weiss, Stefan ; Wen, Wanqing ; Yanek, Lisa R ; Adolfo, Correa ; Ballantyne, Christie ; Bielak, Larry ; Biermasz, Nienke R ; Boerwinkle, Eric ; Dimou, Niki ; Eiriksdottir, Gudny ; Gao, Chuan ; Gharib, Sina A ; Gottlieb, Daniel J ; Haba-Rubio, José ; Harris, Tamara B ; Heikkinen, Sami ; Heinzer, Raphaël ; Hixson, James E ; Homuth, Georg ; Ikram, M Arfan ; Komulainen, Pirjo ; Krieger, Jose E ; Lee, Jiwon ; Liu, Jingmin ; Lohman, Kurt K ; Luik, Annemarie I ; Mägi, Reedik ; Martin, Lisa W ; Meitinger, Thomas ; Metspalu, Andres ; Milaneschi, Yuri ; Nalls, Mike A ; O'Connell, Jeff ; Peters, Annette ; Peyser, Patricia ; Raitakari, Olli T ; Reiner, Alex P ; Rensen, Patrick C N ; Rice, Treva K ; Rich, Stephen S ; Roenneberg, Till ; Rotter, Jerome I ; Schreiner, Pamela J ; Shikany, James ; Sidney, Stephen S ; Sims, Mario ; Sitlani, Colleen M ; Sofer, Tamar ; Strauch, Konstantin ; Swertz, Morris A ; Taylor, Kent D ; Uitterlinden, André G ; van Duijn, Cornelia M ; Völzke, Henry ; Waldenberger, Melanie ; Wallance, Robert B ; van Dijk, Ko Willems ; Yu, Caizheng ; Zonderman, Alan B ; Becker, Diane M ; Elliott, Paul ; Esko, Tõnu ; Gieger, Christian ; Grabe, Hans J ; Lakka, Timo A ; Lehtimäki, Terho ; North, Kari E ; Penninx, Brenda W J H ; Vollenweider, Peter ; Wagenknecht, Lynne E ; Wu, Tangchun ; Xiang, Yong-Bing ; Zheng, Wei ; Arnett, Donna K ; Bouchard, Claude ; Evans, Michele K ; Gudnason, Vilmundur ; Kardia, Sharon ; Kelly, Tanika N ; Kritchevsky, Stephen B ; Loos, Ruth J F ; Pereira, Alexandre C ; Province, Mike ; Psaty, Bruce M ; Rotimi, Charles ; Zhu, Xiaofeng ; Amin, Najaf ; Cupples, L Adrienne ; Fornage, Myriam ; Fox, Ervin F ; Guo, Xiuqing ; Gauderman, W James ; Rice, Kenneth ; Kooperberg, Charles ; Munroe, Patricia B ; Liu, Ching-Ti ; Morrison, Alanna C ; Rao, Dabeeru C ; van Heemst, Diana ; Redline, Susan. / Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration. In: Nature Communications. 2019 ; Vol. 10, No. 1.
Bibtex
@article{1eaf7066b25f41578542ddcb5e471928,
title = "Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration",
abstract = "Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.",
author = "Raymond Noordam and Bos, {Maxime M} and Heming Wang and Winkler, {Thomas W} and Bentley, {Amy R} and Kilpel{\"a}inen, {Tuomas O.} and {de Vries}, {Paul S} and Sung, {Yun Ju} and Karen Schwander and Cade, {Brian E} and Alisa Manning and Hugues Aschard and Brown, {Michael R} and Han Chen and Nora Franceschini and Musani, {Solomon K} and Melissa Richard and Dina Vojinovic and Stella Aslibekyan and Bartz, {Traci M} and {de Las Fuentes}, Lisa and Mary Feitosa and Horimoto, {Andrea R} and Marjan Ilkov and Minjung Kho and Aldi Kraja and Changwei Li and Elise Lim and Yongmei Liu and Mook-Kanamori, {Dennis O} and Tuomo Rankinen and Tajuddin, {Salman M} and {van der Spek}, Ashley and Zhe Wang and Jonathan Marten and Vincent Laville and Maris Alver and Evangelos Evangelou and Graff, {Maria E} and Meian He and Brigitte K{\"u}hnel and Leo-Pekka Lyytik{\"a}inen and Pedro Marques-Vidal and Nolte, {Ilja M} and Palmer, {Nicholette D} and Rainer Rauramaa and Xiao-Ou Shu and Harold Snieder and Stefan Weiss and Wanqing Wen and Yanek, {Lisa R} and Correa Adolfo and Christie Ballantyne and Larry Bielak and Biermasz, {Nienke R} and Eric Boerwinkle and Niki Dimou and Gudny Eiriksdottir and Chuan Gao and Gharib, {Sina A} and Gottlieb, {Daniel J} and Jos{\'e} Haba-Rubio and Harris, {Tamara B} and Sami Heikkinen and Rapha{\"e}l Heinzer and Hixson, {James E} and Georg Homuth and Ikram, {M Arfan} and Pirjo Komulainen and Krieger, {Jose E} and Jiwon Lee and Jingmin Liu and Lohman, {Kurt K} and Luik, {Annemarie I} and Reedik M{\"a}gi and Martin, {Lisa W} and Thomas Meitinger and Andres Metspalu and Yuri Milaneschi and Nalls, {Mike A} and Jeff O'Connell and Annette Peters and Patricia Peyser and Raitakari, {Olli T} and Reiner, {Alex P} and Rensen, {Patrick C N} and Rice, {Treva K} and Rich, {Stephen S} and Till Roenneberg and Rotter, {Jerome I} and Schreiner, {Pamela J} and James Shikany and Sidney, {Stephen S} and Mario Sims and Sitlani, {Colleen M} and Tamar Sofer and Konstantin Strauch and Swertz, {Morris A} and Taylor, {Kent D} and Uitterlinden, {Andr{\'e} G} and {van Duijn}, {Cornelia M} and Henry V{\"o}lzke and Melanie Waldenberger and Wallance, {Robert B} and {van Dijk}, {Ko Willems} and Caizheng Yu and Zonderman, {Alan B} and Becker, {Diane M} and Paul Elliott and T{\~o}nu Esko and Christian Gieger and Grabe, {Hans J} and Lakka, {Timo A} and Terho Lehtim{\"a}ki and North, {Kari E} and Penninx, {Brenda W J H} and Peter Vollenweider and Wagenknecht, {Lynne E} and Tangchun Wu and Yong-Bing Xiang and Wei Zheng and Arnett, {Donna K} and Claude Bouchard and Evans, {Michele K} and Vilmundur Gudnason and Sharon Kardia and Kelly, {Tanika N} and Kritchevsky, {Stephen B} and Loos, {Ruth J F} and Pereira, {Alexandre C} and Mike Province and Psaty, {Bruce M} and Charles Rotimi and Xiaofeng Zhu and Najaf Amin and Cupples, {L Adrienne} and Myriam Fornage and Fox, {Ervin F} and Xiuqing Guo and Gauderman, {W James} and Kenneth Rice and Charles Kooperberg and Munroe, {Patricia B} and Ching-Ti Liu and Morrison, {Alanna C} and Rao, {Dabeeru C} and {van Heemst}, Diana and Susan Redline",
year = "2019",
doi = "10.1038/s41467-019-12958-0",
language = "English",
volume = "10",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "nature publishing group",
number = "1",
}
RIS
TY - JOUR
T1 - Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration
AU - Noordam, Raymond
AU - Bos, Maxime M
AU - Wang, Heming
AU - Winkler, Thomas W
AU - Bentley, Amy R
AU - Kilpeläinen, Tuomas O.
AU - de Vries, Paul S
AU - Sung, Yun Ju
AU - Schwander, Karen
AU - Cade, Brian E
AU - Manning, Alisa
AU - Aschard, Hugues
AU - Brown, Michael R
AU - Chen, Han
AU - Franceschini, Nora
AU - Musani, Solomon K
AU - Richard, Melissa
AU - Vojinovic, Dina
AU - Aslibekyan, Stella
AU - Bartz, Traci M
AU - de Las Fuentes, Lisa
AU - Feitosa, Mary
AU - Horimoto, Andrea R
AU - Ilkov, Marjan
AU - Kho, Minjung
AU - Kraja, Aldi
AU - Li, Changwei
AU - Lim, Elise
AU - Liu, Yongmei
AU - Mook-Kanamori, Dennis O
AU - Rankinen, Tuomo
AU - Tajuddin, Salman M
AU - van der Spek, Ashley
AU - Wang, Zhe
AU - Marten, Jonathan
AU - Laville, Vincent
AU - Alver, Maris
AU - Evangelou, Evangelos
AU - Graff, Maria E
AU - He, Meian
AU - Kühnel, Brigitte
AU - Lyytikäinen, Leo-Pekka
AU - Marques-Vidal, Pedro
AU - Nolte, Ilja M
AU - Palmer, Nicholette D
AU - Rauramaa, Rainer
AU - Shu, Xiao-Ou
AU - Snieder, Harold
AU - Weiss, Stefan
AU - Wen, Wanqing
AU - Yanek, Lisa R
AU - Adolfo, Correa
AU - Ballantyne, Christie
AU - Bielak, Larry
AU - Biermasz, Nienke R
AU - Boerwinkle, Eric
AU - Dimou, Niki
AU - Eiriksdottir, Gudny
AU - Gao, Chuan
AU - Gharib, Sina A
AU - Gottlieb, Daniel J
AU - Haba-Rubio, José
AU - Harris, Tamara B
AU - Heikkinen, Sami
AU - Heinzer, Raphaël
AU - Hixson, James E
AU - Homuth, Georg
AU - Ikram, M Arfan
AU - Komulainen, Pirjo
AU - Krieger, Jose E
AU - Lee, Jiwon
AU - Liu, Jingmin
AU - Lohman, Kurt K
AU - Luik, Annemarie I
AU - Mägi, Reedik
AU - Martin, Lisa W
AU - Meitinger, Thomas
AU - Metspalu, Andres
AU - Milaneschi, Yuri
AU - Nalls, Mike A
AU - O'Connell, Jeff
AU - Peters, Annette
AU - Peyser, Patricia
AU - Raitakari, Olli T
AU - Reiner, Alex P
AU - Rensen, Patrick C N
AU - Rice, Treva K
AU - Rich, Stephen S
AU - Roenneberg, Till
AU - Rotter, Jerome I
AU - Schreiner, Pamela J
AU - Shikany, James
AU - Sidney, Stephen S
AU - Sims, Mario
AU - Sitlani, Colleen M
AU - Sofer, Tamar
AU - Strauch, Konstantin
AU - Swertz, Morris A
AU - Taylor, Kent D
AU - Uitterlinden, André G
AU - van Duijn, Cornelia M
AU - Völzke, Henry
AU - Waldenberger, Melanie
AU - Wallance, Robert B
AU - van Dijk, Ko Willems
AU - Yu, Caizheng
AU - Zonderman, Alan B
AU - Becker, Diane M
AU - Elliott, Paul
AU - Esko, Tõnu
AU - Gieger, Christian
AU - Grabe, Hans J
AU - Lakka, Timo A
AU - Lehtimäki, Terho
AU - North, Kari E
AU - Penninx, Brenda W J H
AU - Vollenweider, Peter
AU - Wagenknecht, Lynne E
AU - Wu, Tangchun
AU - Xiang, Yong-Bing
AU - Zheng, Wei
AU - Arnett, Donna K
AU - Bouchard, Claude
AU - Evans, Michele K
AU - Gudnason, Vilmundur
AU - Kardia, Sharon
AU - Kelly, Tanika N
AU - Kritchevsky, Stephen B
AU - Loos, Ruth J F
AU - Pereira, Alexandre C
AU - Province, Mike
AU - Psaty, Bruce M
AU - Rotimi, Charles
AU - Zhu, Xiaofeng
AU - Amin, Najaf
AU - Cupples, L Adrienne
AU - Fornage, Myriam
AU - Fox, Ervin F
AU - Guo, Xiuqing
AU - Gauderman, W James
AU - Rice, Kenneth
AU - Kooperberg, Charles
AU - Munroe, Patricia B
AU - Liu, Ching-Ti
AU - Morrison, Alanna C
AU - Rao, Dabeeru C
AU - van Heemst, Diana
AU - Redline, Susan
PY - 2019
Y1 - 2019
N2 - Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.
AB - Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.
U2 - 10.1038/s41467-019-12958-0
DO - 10.1038/s41467-019-12958-0
M3 - Journal article
C2 - 31719535
VL - 10
JO - Nature Communications
JF - Nature Communications
SN - 2041-1723
IS - 1
M1 - 5121
ER -
