SARS-CoV-2 genomic variations associated with mortality rate of COVID-19

被引:251
作者
Toyoshima, Yujiro [1 ]
Nemoto, Kensaku [1 ]
Matsumoto, Saki [1 ]
Nakamura, Yusuke [1 ]
Kiyotani, Kazuma [1 ]
机构
[1] Japanese Fdn Canc Res, Canc Precis Med Ctr, Project Immunogen, Tokyo 1358550, Japan
基金
日本学术振兴会;
关键词
CORONAVIRUS; PROTEIN;
D O I
10.1038/s10038-020-0808-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The coronavirus disease 2019 (COVID-19) outbreak, caused by SARS-CoV-2, has rapidly expanded to a global pandemic. However, numbers of infected cases, deaths, and mortality rates related to COVID-19 vary from country to country. Although many studies were conducted, the reasons of these differences have not been clarified. In this study, we comprehensively investigated 12,343 SARS-CoV-2 genome sequences isolated from patients/individuals in six geographic areas and identified a total of 1234 mutations by comparing with the reference SARS-CoV-2 sequence. Through a hierarchical clustering based on the mutant frequencies, we classified the 28 countries into three clusters showing different fatality rates of COVID-19. In correlation analyses, we identified that ORF1ab 4715L and S protein 614G variants, which are in a strong linkage disequilibrium, showed significant positive correlations with fatality rates (r = 0.41,P = 0.029 andr = 0.43,P = 0.022, respectively). We found that BCG-vaccination status significantly associated with the fatality rates as well as number of infected cases. In BCG-vaccinated countries, the frequency of the S 614G variant had a trend of association with the higher fatality rate. We also found that the frequency of severalHLAalleles, includingHLA-A*11:01, were significantly associated with the fatality rates, although these factors were associated with number of infected cases and not an independent factor to affect fatality rate in each country. Our findings suggest that SARS-CoV-2 mutations as well as BCG-vaccination status and a host genetic factor,HLAgenotypes might affect the susceptibility to SARS-CoV-2 infection or severity of COVID-19.
引用
收藏
页码:1075 / 1082
页数:8
相关论文
共 26 条
[1]   Haploview: analysis and visualization of LD and haplotype maps [J].
Barrett, JC ;
Fry, B ;
Maller, J ;
Daly, MJ .
BIOINFORMATICS, 2005, 21 (02) :263-265
[2]   SARS-CoV-2 viral spike G614 mutation exhibits higher case fatality rate [J].
Becerra-Flores, Manuel ;
Cardozo, Timothy .
INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, 2020, 74 (08)
[3]   CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature [J].
Chen, CM .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2006, 57 (03) :359-377
[4]   Genomic surveillance reveals multiple introductions of SARS-CoV-2 into Northern California [J].
Deng, Xianding ;
Gu, Wei ;
Federman, Scot ;
Du Plessis, Louis ;
Pybus, Oliver G. ;
Faria, Nuno R. ;
Wang, Candace ;
Yu, Guixia ;
Bushnell, Brian ;
Pan, Chao-Yang ;
Guevara, Hugo ;
Sotomayor-Gonzalez, Alicia ;
Zorn, Kelsey ;
Gopez, Allan ;
Servellita, Venice ;
Hsu, Elaine ;
Miller, Steve ;
Bedford, Trevor ;
Greninger, Alexander L. ;
Roychoudhury, Pavitra ;
Starita, Lea M. ;
Famulare, Michael ;
Chu, Helen Y. ;
Shendure, Jay ;
Jerome, Keith R. ;
Anderson, Catie ;
Gangavarapu, Karthik ;
Zeller, Mark ;
Spencer, Emily ;
Andersen, Kristian G. ;
MacCannell, Duncan ;
Paden, Clinton R. ;
Li, Yan ;
Zhang, Jing ;
Tong, Suxiang ;
Armstrong, Gregory ;
Morrow, Scott ;
Willis, Matthew ;
Matyas, Bela T. ;
Mase, Sundari ;
Kasirye, Olivia ;
Park, Maggie ;
Masinde, Godfred ;
Chan, Curtis ;
Yu, Alexander T. ;
Chai, Shua J. ;
Villarino, Elsa ;
Bonin, Brandon ;
Wadford, Debra A. ;
Chiu, Charles Y. .
SCIENCE, 2020, 369 (6503) :582-+
[5]   Could the D614G substitution in the SARS-CoV-2 spike (S) protein be associated with higher COVID-19 mortality? [J].
Eaaswarkhanth, Muthukrishnan ;
Madhoun, Ashraf Al ;
Al-Mulla, Fahd .
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2020, 96 :459-460
[6]   Phylogenetic network analysis of SARS-CoV-2 genomes [J].
Forster, Peter ;
Forster, Lucy ;
Renfrew, Colin ;
Forster, Michael .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (17) :9241-9243
[7]   Allele frequency net database (AFND) 2020 update: gold-standard data classification, open access genotype data and new query tools [J].
Gonzalez-Galarza, Faviel F. ;
McCabe, Antony ;
Melo dos Santos, Eduardo J. ;
Jones, James ;
Takeshita, Louise ;
Ortega-Rivera, Nestor D. ;
Del Cid-Pavon, Glenda M. ;
Ramsbottom, Kerry ;
Ghattaoraya, Gurpreet ;
Alfirevic, Ana ;
Middleton, Derek ;
Jones, Andrew R. .
NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) :D783-D788
[8]   Introductions and early spread of SARS-CoV-2 in the New York City area [J].
Gonzalez-Reiche, Ana S. ;
Hernandez, Matthew M. ;
Sullivan, Mitchell J. ;
Ciferri, Brianne ;
Alshammary, Hala ;
Obla, Ajay ;
Fabre, Shelcie ;
Kleiner, Giulio ;
Polanco, Jose ;
Khan, Zenab ;
Alburquerque, Bremy ;
van de Guchte, Adriana ;
Dutta, Jayeeta ;
Francoeur, Nancy ;
Melo, Betsaida Salom ;
Oussenko, Irina ;
Deikus, Gintaras ;
Soto, Juan ;
Sridhar, Shwetha Hara ;
Wang, Ying-Chih ;
Twyman, Kathryn ;
Kasarskis, Andrew ;
Altman, Deena R. ;
Smith, Melissa ;
Sebra, Robert ;
Aberg, Judith ;
Krammer, Florian ;
Garcia-Sastre, Adolfo ;
Luksza, Marta ;
Patel, Gopi ;
Paniz-Mondolfi, Alberto ;
Gitman, Melissa ;
Sordillo, Emilia Mia ;
Simon, Viviana ;
van Bakel, Harm .
SCIENCE, 2020, 369 (6501) :297-+
[9]   Is global BCG vaccination-induced trained immunity relevant to the progression of SARS-CoV-2 pandemic? [J].
Gursel, Mayda ;
Gursel, Ihsan .
ALLERGY, 2020, 75 (07) :1815-1819
[10]   Association of human leukocyte antigen class II alleles with severe Middle East respiratory syndrome-coronavirus infection [J].
Hajeer, Ali H. ;
Balkhy, Hanan ;
Johani, Sameera ;
Yousef, Mohammed Z. ;
Arabi, Yaseen .
ANNALS OF THORACIC MEDICINE, 2016, 11 (03) :211-213