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1.
Preprint in English | bioRxiv | ID: ppbiorxiv-500554

ABSTRACT

Although BNT162b2 vaccination was shown to prevent infection and reduce COVID-19 severity, and the persistence of immunological memory generated by the vaccination has not been well elucidated. We evaluated memory B and T cell responses to the SARS-CoV-2 spike protein before and after the third BNT162b2 booster. Although the antibody titer against the spike receptor-binding domain (RBD) decreased significantly 8 months after the second vaccination, the number of memory B cells continued to increase, while the number of memory T cells decreased slowly. Memory B and T cells from unvaccinated infected patients showed similar kinetics. After the third vaccination, the antibody titer increased to the level of the second vaccination, and memory B cells increased at significantly higher levels before the booster, while memory T cells recovered close to the second vaccination levels. In memory T cells, the frequency of CXCR5+CXCR3+CCR6- cTfh1 was positively correlated with RBD-specific antibody-secreting B cells. Furthermore, T cell-dependent antibody production from reactivated memory B cells in vitro was correlated to the Tfh-like cytokine levels. For the response to variant RBDs, although 60%-80% of memory B cells could bind to the Omicron RBD, their binding affinity was low, while memory T cells show an equal response to the Omicron spike. Thus, the persistent presence of memory B and T cells will quickly upregulate antibody production and T cell responses after Omicron strain infection, which prevents severe illness and death due to COVID-19.

2.
Preprint in English | bioRxiv | ID: ppbiorxiv-496751

ABSTRACT

The use of therapeutic neutralizing antibodies against SARS-CoV-2 infection has been highly effective. However, there remain few practical antibodies against viruses that are acquiring mutations. In this study, we created 494 monoclonal antibodies from COVID-19-convalescent patients, and identified antibodies that exhibited comparable neutralizing ability to clinically used antibodies in the neutralization assay using pseudovirus and authentic virus including variants of concerns. These antibodies have different profiles against various mutations, which were confirmed by cell-based assay and cryo-electron microscopy. To prevent antibody-dependent enhancement, N297A modification was introduced, and showed a reduction of lung viral RNAs by therapeutic administration in a hamster model. In addition, an antibody cocktail consisting of three antibodies was also administered therapeutically to a macaque model, which resulted in reduced viral titers of swabs and lungs and reduced lung tissue damage scores. These results showed that our antibodies have sufficient antiviral activity as therapeutic candidates.

3.
Guillaume Butler-Laporte; Gundula Povysil; Jack A Kosmicki; Elizabeth T Cirulli; Theodore Drivas; Simone Furini; Chadi Saad; Axel Schmidt; Pawel Olszewski; Urszula Korotko; Mathieu Quinodoz; Elifnaz Celik; Kousik Kundu; Klaudia Walter; Junghyung Jung; Amy D Stockwell; Laura G Sloofman; Daniel M Jordan; Ryan C Thompson; Diane Del Valle Del Valle; Nicole Simons Simons; Esther Cheng Cheng; Robert Sebra Sebra; Eric E Schadt; Seunghee Schulze-Kim Shulze-Kim; Sacha Gnjatic Gnjatic; Miriam Merad Merad; Joseph D Buxbaum; Noam D Beckmann; Alexander W Charney; Bartlomiej Przychodzen; Timothy Chang; Tess D Pottinger; Ning Shang; Fabian Brand; Francesca Fava; Francesca Mari; Karolina Chwialkowska; Magdalena Niemira; Szymon Pula; J Kenneth Baillie; Alex Stuckey; Antonio Salas; Xabier Bello; Jacobo Pardo-Seco; Alberto Gomez-Carballa; Irene Rivero-Calle; Federico Martinon-Torres; Andrea Ganna; Konrad J Karczewski; Kumar Veerapen; Mathieu Bourgey; Guillaume Bourque; Robert JM Eveleigh; Vincenzo Forgetta; David Morrison; David Langlais; Mark Lathrop; Vincent Mooser; Tomoko Nakanishi; Robert Frithiof; Michael Hultstrom; Miklos Lipcsey; Yanara Marincevic-Zuniga; Jessica Nordlund; Kelly M Schiabor Barrett; William Lee; Alexandre Bolze; Simon White; Stephen Riffle; Francisco Tanudjaja; Efren Sandoval; Iva Neveux; Shaun Dabe; Nicolas Casadei; Susanne Motameny; Manal Alaamery; Salam Massadeh; Nora Aljawini; Mansour S Almutairi; Yaseen M Arab; Saleh A Alqahtan; Fawz S Al Harthi; Amal Almutairi; Fatima Alqubaishi; Sarah Alotaibi; Albandari Binowayn; Ebtehal A Alsolm; Hadeel El Bardisy; Mohammad Fawzy; - COVID-19 Host Genetics Initiative; - DeCOI Host Genetics Group; - GEN-COVID Multicenter Study (Italy); - Mount Sinai Clinical Intelligence Center; - GEN-COVID consortium (Spain); - GenOMICC Consortium; - Japan COVID-19 Task Force; - Regeneron Genetics Center; Daniel H Geschwind; Stephanie Arteaga; Alexis Stephens; Manish J Butte; Paul C Boutros; Takafumi N Yamaguchi; Shu Tao; Stefan Eng; Timothy Sanders; Paul J Tung; Michael E Broudy; Yu Pan; Alfredo Gonzalez; Nikhil Chavan; Ruth Johnson; Bogdan Pasaniuc; Brian Yaspan; Sandra Smieszek; Carlo Rivolta; Stephanie Bibert; Pierre-Yves Bochud; Maciej Dabrowski; Pawel Zawadzki; Mateusz Sypniewski; Elzbieta Kaja; Pajaree Chariyavilaskul; Voraphoj Nilaratanakul; Nattiya Hirankarn; Vorasuk Shotelersuk; Monnat Pongpanich; Chureerat Phokaew; Wanna Chetruengchai; Katsuhi Tokunaga; Masaya Sugiyama; Yosuke Kawai; Takanori Hasegawa; Tatsuhiko Naito; Ho Namkoong; Ryuya Edahiro; Akinori Kimura; Seishi Ogawa; Takanori Kanai; Koichi Fukunaga; Yukinori Okada; Seiya Imoto; Satoru Miyano; Serghei Mangul; Malak S Abedalthagafi; Hugo Zeberg; Joseph J Grzymski; Nicole L Washington; Stephan Ossowski; Kerstin U Ludwig; Eva C Schulte; Olaf Riess; Marcin Moniuszko; Miroslaw Kwasniewski; Hamdi Mbarek; Said I Ismail; Anurag Verma; David B Goldstein; Krzysztof Kiryluk; Alessandra Renieri; Manuel AR Ferreira; J Brent Richards.
Preprint in English | medRxiv | ID: ppmedrxiv-22273040

ABSTRACT

Host genetics is a key determinant of COVID-19 outcomes. Previously, the COVID-19 Host Genetics Initiative genome-wide association study used common variants to identify multiple loci associated with COVID-19 outcomes. However, variants with the largest impact on COVID-19 outcomes are expected to be rare in the population. Hence, studying rare variants may provide additional insights into disease susceptibility and pathogenesis, thereby informing therapeutics development. Here, we combined whole-exome and whole-genome sequencing from 21 cohorts across 12 countries and performed rare variant exome-wide burden analyses for COVID-19 outcomes. In an analysis of 5,085 severe disease cases and 571,737 controls, we observed that carrying a rare deleterious variant in the SARS-CoV-2 sensor toll-like receptor TLR7 (on chromosome X) was associated with a 5.3-fold increase in severe disease (95% CI: 2.75-10.05, p=5.41x10-7). This association was consistent across sexes. These results further support TLR7 as a genetic determinant of severe disease and suggest that larger studies on rare variants influencing COVID-19 outcomes could provide additional insights. Author SummaryCOVID-19 clinical outcomes vary immensely, but a patients genetic make-up is an important determinant of how they will fare against the virus. While many genetic variants commonly found in the populations were previously found to be contributing to more severe disease by the COVID-19 Host Genetics Initiative, it isnt clear if more rare variants found in less individuals could also play a role. This is important because genetic variants with the largest impact on COVID-19 severity are expected to be rarely found in the population, and these rare variants require different technologies to be studies (usually whole-exome or whole-genome sequencing). Here, we combined sequencing results from 21 cohorts across 12 countries to perform a rare variant association study. In an analysis comprising 5,085 participants with severe COVID-19 and 571,737 controls, we found that the gene for toll-like receptor 7 (TLR7) on chromosome X was an important determinant of severe COVID-19. Importantly, despite being found on a sex chromosome, this observation was consistent across both sexes.

4.
Ho Namkoong; Ryuya Edahiro; Koichi Fukunaga; Yuya Shirai; Kyuto Sonehara; Hiromu Tanaka; Ho Lee; Takanori Hasegawa; Masahiro Kanai; Tatsuhiko Naito; Kenichi Yamamoto; Ryunosuke Saiki; Takayoshi Hyugaji; Eigo Shimizu; Kotoe Katayama; Kazuhisa Takahashi; Norihiro Harada; Toshio Naito; Makoto Hiki; Yasushi Matsushita; Haruhi Takagi; Ryousuke Aoki; Ai Nakamura; Sonoko Harada; Hitoshi Sasano; Hiroki Kabata; Katsunori Masaki; Hirofumi Kamata; Shinnosuke Ikemura; Shotaro Chubachi; Satoshi Okamori; Hideki Terai; Atsuho Morita; Takanori Asakura; Junichi Sasaki; Hiroshi Morisaki; Yoshifumi Uwamino; Kosaku Nanki; Yohei Mikami; Sho Uchida; Shunsuke Uno; Rino Ishihara; Yuta Matsubara; Tomoyasu Nishimura; Takanori Ogawa; Takashi Ishiguro; Taisuke Isono; Shun Shibata; Yuma Matsui; Chiaki Hosoda; Kenji Takano; Takashi Nishida; Yoichi Kobayashi; Yotaro Takaku; Noboru Takayanagi; Soichiro Ueda; Ai Tada; Masayoshi Miyawaki; Masaomi Yamamoto; Eriko Yoshida; Reina Hayashi; Tomoki Nagasaka; Sawako Arai; Yutaro Kaneko; Kana Sasaki; Etsuko Tagaya; Masatoshi Kawana; Ken Arimura; Kunihiko Takahashi; Tatsuhiko Anzai; Satoshi Ito; Akifumi Endo; Yuji Uchimura; Yasunari Miyazaki; Takayuki Honda; Tomoya Tateishi; Shuji Tohda; Naoya Ichimura; Kazunari Sonobe; Chihiro Sassa; Jun Nakajima; Yasushi Nakano; Yukiko Nakajima; Ryusuke Anan; Ryosuke Arai; Yuko Kurihara; Yuko Harada; Kazumi Nishio; Tetsuya Ueda; Masanori Azuma; Ryuichi Saito; Toshikatsu Sado; Yoshimune Miyazaki; Ryuichi Sato; Yuki Haruta; Tadao Nagasaki; Yoshinori Yasui; Yoshinori Hasegawa; Yoshikazu Mutoh; Tomonori Sato; Reoto Takei; Satoshi Hagimoto; Yoichiro Noguchi; Yasuhiko Yamano; Hajime Sasano; Sho Ota; Yasushi Nakamori; Kazuhisa Yoshiya; Fukuki Saito; Tomoyuki Yoshihara; Daiki Wada; Hiromu Iwamura; Syuji Kanayama; Shuhei Maruyama; Takashi Yoshiyama; Ken Ohta; Hiroyuki Kokuto; Hideo Ogata; Yoshiaki Tanaka; Kenichi Arakawa; Masafumi Shimoda; Takeshi Osawa; Hiroki Tateno; Isano Hase; Shuichi Yoshida; Shoji Suzuki; Miki Kawada; Hirohisa Horinouchi; Fumitake Saito; Keiko Mitamura; Masao Hagihara; Junichi Ochi; Tomoyuki Uchida; Rie Baba; Daisuke Arai; Takayuki Ogura; Hidenori Takahashi; Shigehiro Hagiwara; Genta Nagao; Shunichiro Konishi; Ichiro Nakachi; Koji Murakami; Mitsuhiro Yamada; Hisatoshi Sugiura; Hirohito Sano; Shuichiro Matsumoto; Nozomu Kimura; Yoshinao Ono; Hiroaki Baba; Yusuke Suzuki; Sohei Nakayama; Keita Masuzawa; Shinichi Namba; Ken Suzuki; Nobuyuki Hizawa; Takayuki Shiroyama; Satoru Miyawaki; Yusuke Kawamura; Akiyoshi Nakayama; Hirotaka Matsuo; Yuichi Maeda; Takuro Nii; Yoshimi Noda; Takayuki Niitsu; Yuichi Adachi; Takatoshi Enomoto; Saori Amiya; Reina Hara; Toshihiro Kishikawa; Shuhei Yamada; Shuhei Kawabata; Noriyuki Kijima; Masatoshi Takagaki; Noa Sasa; Yuya Ueno; Motoyuki Suzuki; Norihiko Takemoto; Hirotaka Eguchi; Takahito Fukusumi; Takao Imai; Munehisa Fukushima; Haruhiko Kishima; Hidenori Inohara; Kazunori Tomono; Kazuto Kato; Meiko Takahashi; Fumihiko Matsuda; Haruhiko Hirata; Yoshito Takeda; Hidefumi Koh; Tadashi Manabe; Yohei Funatsu; Fumimaro Ito; Takahiro Fukui; Keisuke Shinozuka; Sumiko Kohashi; Masatoshi Miyazaki; Tomohisa Shoko; Mitsuaki Kojima; Tomohiro Adachi; Motonao Ishikawa; Kenichiro Takahashi; Takashi Inoue; Toshiyuki Hirano; Keigo Kobayashi; Hatsuyo Takaoka; Kazuyoshi Watanabe; Naoki Miyazawa; Yasuhiro Kimura; Reiko Sado; Hideyasu Sugimoto; Akane Kamiya; Naota Kuwahara; Akiko Fujiwara; Tomohiro Matsunaga; Yoko Sato; Takenori Okada; Yoshihiro Hirai; Hidetoshi Kawashima; Atsuya Narita; Kazuki Niwa; Yoshiyuki Sekikawa; Koichi Nishi; Masaru Nishitsuji; Mayuko Tani; Junya Suzuki; Hiroki Nakatsumi; Takashi Ogura; Hideya Kitamura; Eri Hagiwara; Kota Murohashi; Hiroko Okabayashi; Takao Mochimaru; Shigenari Nukaga; Ryosuke Satomi; Yoshitaka Oyamada; Nobuaki Mori; Tomoya Baba; Yasutaka Fukui; Mitsuru Odate; Shuko Mashimo; Yasushi Makino; Kazuma Yagi; Mizuha Hashiguchi; Junko Kagyo; Tetsuya Shiomi; Satoshi Fuke; Hiroshi Saito; Tomoya Tsuchida; Shigeki Fujitani; Mumon Takita; Daiki Morikawa; Toru Yoshida; Takehiro Izumo; Minoru Inomata; Naoyuki Kuse; Nobuyasu Awano; Mari Tone; Akihiro Ito; Yoshihiko Nakamura; Kota Hoshino; Junichi Maruyama; Hiroyasu Ishikura; Tohru Takata; Toshio Odani; Masaru Amishima; Takeshi Hattori; Yasuo Shichinohe; Takashi Kagaya; Toshiyuki Kita; Kazuhide Ohta; Satoru Sakagami; Kiyoshi Koshida; Kentaro Hayashi; Tetsuo Shimizu; Yutaka Kozu; Hisato Hiranuma; Yasuhiro Gon; Namiki Izumi; Kaoru Nagata; Ken Ueda; Reiko Taki; Satoko Hanada; Kodai Kawamura; Kazuya Ichikado; Kenta Nishiyama; Hiroyuki Muranaka; Kazunori Nakamura; Naozumi Hashimoto; Keiko Wakahara; Sakamoto Koji; Norihito Omote; Akira Ando; Nobuhiro Kodama; Yasunari Kaneyama; Shunsuke Maeda; Takashige Kuraki; Takemasa Matsumoto; Koutaro Yokote; Taka-Aki Nakada; Ryuzo Abe; Taku Oshima; Tadanaga Shimada; Masahiro Harada; Takeshi Takahashi; Hiroshi Ono; Toshihiro Sakurai; Takayuki Shibusawa; Yoshifumi Kimizuka; Akihiko Kawana; Tomoya Sano; Chie Watanabe; Ryohei Suematsu; Hisako Sageshima; Ayumi Yoshifuji; Kazuto Ito; Saeko Takahashi; Kota Ishioka; Morio Nakamura; Makoto Masuda; Aya Wakabayashi; Hiroki Watanabe; Suguru Ueda; Masanori Nishikawa; Yusuke Chihara; Mayumi Takeuchi; Keisuke Onoi; Jun Shinozuka; Atsushi Sueyoshi; Yoji Nagasaki; Masaki Okamoto; Sayoko Ishihara; Masatoshi Shimo; Yoshihisa Tokunaga; Yu Kusaka; Takehiko Ohba; Susumu Isogai; Aki Ogawa; Takuya Inoue; Satoru Fukuyama; Yoshihiro Eriguchi; Akiko Yonekawa; Keiko Kan-o; Koichiro Matsumoto; Kensuke Kanaoka; Shoichi Ihara; Kiyoshi Komuta; Yoshiaki Inoue; Shigeru Chiba; Kunihiro Yamagata; Yuji Hiramatsu; Hirayasu Kai; Koichiro Asano; Tsuyoshi Oguma; Yoko Ito; Satoru Hashimoto; Masaki Yamasaki; Yu Kasamatsu; Yuko Komase; Naoya Hida; Takahiro Tsuburai; Baku Oyama; Minoru Takada; Hidenori Kanda; Yuichiro Kitagawa; Tetsuya Fukuta; Takahito Miyake; Shozo Yoshida; Shinji Ogura; Shinji Abe; Yuta Kono; Yuki Togashi; Hiroyuki Takoi; Ryota Kikuchi; Shinichi Ogawa; Tomouki Ogata; Shoichiro Ishihara; Arihiko Kanehiro; Shinji Ozaki; Yasuko Fuchimo; Sae Wada; Nobukazu Fujimoto; Kei Nishiyama; Mariko Terashima; Satoru Beppu; Kosuke Yoshida; Osamu Narumoto; Hideaki Nagai; Nobuharu Ooshima; Mitsuru Motegi; Akira Umeda; Kazuya Miyagawa; Hisato Shimada; Mayu Endo; Yoshiyuki Ohira; Masafumi Watanabe; Sumito Inoue; Akira Igarashi; Masamichi Sato; Hironori Sagara; Akihiko Tanaka; Shin Ohta; Tomoyuki Kimura; Yoko Shibata; Yoshinori Tanino; Takefumi Nikaido; Hiroyuki Minemura; Yuki Sato; Yuichiro Yamada; Takuya Hashino; Masato Shinoki; Hajime Iwagoe; Hiroshi Takahashi; Kazuhiko Fujii; Hiroto Kishi; Masayuki Kanai; Tomonori Imamura; Tatsuya Yamashita; Masakiyo Yatomi; Toshitaka Maeno; Shinichi Hayashi; Mai Takahashi; Mizuki Kuramochi; Isamu Kamimaki; Yoshiteru Tominaga; Tomoo Ishii; Mitsuyoshi Utsugi; Akihiro Ono; Toru Tanaka; Takeru Kashiwada; Kazue Fujita; Yoshinobu Saito; Masahiro Seike; Yosuke Omae; Yasuhito Nannya; Takafumi Ueno; Tomomi Takano; Kazuhiko Katayama; Masumi Ai; Atsushi Kumanogoh; Toshiro Sato; Naoki Hasegawa; Katsushi Tokunaga; Makoto Ishii; Ryuji Koike; Yuko Kitagawa; Akinori Kimura; Seiya Imoto; Satoru Miyano; Seishi Ogawa; Takanori Kanai; Yukinori Okada.
Preprint in English | medRxiv | ID: ppmedrxiv-21256513

ABSTRACT

To elucidate the host genetic loci affecting severity of SARS-CoV-2 infection, or Coronavirus disease 2019 (COVID-19), is an emerging issue in the face of the current devastating pandemic. Here, we report a genome-wide association study (GWAS) of COVID-19 in a Japanese population led by the Japan COVID-19 Task Force, as one of the initial discovery GWAS studies performed on a non-European population. Enrolling a total of 2,393 cases and 3,289 controls, we not only replicated previously reported COVID-19 risk variants (e.g., LZTFL1, FOXP4, ABO, and IFNAR2), but also found a variant on 5q35 (rs60200309-A at DOCK2) that was associated with severe COVID-19 in younger (<65 years of age) patients with a genome-wide significant p-value of 1.2 x 10-8 (odds ratio = 2.01, 95% confidence interval = 1.58-2.55). This risk allele was prevalent in East Asians, including Japanese (minor allele frequency [MAF] = 0.097), but rarely found in Europeans. Cross-population Mendelian randomization analysis made a causal inference of a number of complex human traits on COVID-19. In particular, obesity had a significant impact on severe COVID-19. The presence of the population-specific risk allele underscores the need of non-European studies of COVID-19 host genetics.

5.
Preprint in English | bioRxiv | ID: ppbiorxiv-439147

ABSTRACT

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that causes the disease COVID-19 can lead to serious symptoms, such as severe pneumonia, in the elderly and those with underlying medical conditions. While vaccines are now available, they do not work for everyone and therapeutic drugs are still needed particularly for treating life-threatening conditions. Here, we showed nasal delivery of a new, unmodified camelid single-domain antibody (VHH), termed K-874A, effectively inhibited SARS-CoV-2 titers in infected lungs of Syrian hamsters without causing weight loss and cytokine induction. In vitro studies demonstrated that K-874A neutralized SARS-CoV-2 in both VeroE6/TMPRSS2 and human lung-derived alveolar organoid cells. Unlike other drug candidates, K-874A blocks viral membrane fusion rather than viral attachment. Cryo-electron microscopy revealed K-874A bound between the receptor binding domain and N-terminal domain of the virus S protein. Further, infected cells treated with K-874A produced fewer virus progeny that were less infective. We propose that direct administration of K-874A to the lung via a nebulizer could be a new treatment for preventing the reinfection of amplified virus in COVID-19 patients. Author summaryVaccines for COVID-19 are now available but therapeutic drugs are still needed to treat life-threatening cases and those who cannot be vaccinated. We discovered a new heavy-chain single-domain antibody that can effectively neutralize the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that causes COVID-19. Unlike other drug candidates, which prevent the virus from attaching to the receptor on the host cell, this new antibody acts by blocking the virus membrane from fusing with the host cell membrane. We studied the behavior of the new antibody in vitro using VeroE6/TMPRSS2 cells and human lung organoids. When delivered through the nose to infected Syrian hamsters, we found that this antibody could prevent the typical symptoms caused by SARS-CoV-2. Our results are significant because delivering simple drugs directly to infected lungs using a nebulizer could increase the potency of the drugs while reducing the risk of immune reaction that could occur if the drugs escape or are delivered through the blood stream.

6.
Preprint in English | medRxiv | ID: ppmedrxiv-20235952

ABSTRACT

SARS-CoV-2 genome accumulates point mutations constantly. However, whether non-synonymous mutations affect COVID-19 severity through altering viral protein function remains unknown. SARS-CoV-2 genome sequencing revealed that the number of non-synonymous mutations correlated inversely with COVID-19 severity in Tokyo Metropolitan area. Phylogenic tree analyses identified two predominant groups which were differentiated by a set of six-point mutations (four non-synonymous amino acid mutations). Among them, Pro108Ser in 3 chymotrypsin-like protease (3CLpro) and Pro151Leu in nucleocapsid protein occurred at conserved locations among {beta}-coronaviruses. Patients with these mutations (N = 48) indicated significantly lower odds ratio for developing hypoxia which required supplemental oxygen (odds ratio 0.24 [95% CI 0.07-0.88, p-value = 0.032]) after adjustments for age and sex, versus those lacking this haplotype in the canonical Clade 20B (N = 37). The Pro108Ser 3CLpro enzyme in vitro decreases in the activity by 58%, and the hydrogen/deuterium exchange mass spectrometry reveals that mechanisms for reduced activities involve structural perturbation at the substrate-binding region which is positioned behind and distant from the 108th amino acid residue of the enzyme. This mutant strain rapidly outcompeted pre-existing variants to become predominant in Japan. Our results may benefit the efforts underway to design small molecular compounds or antibodies targeting 3CLpro.

7.
Preprint in English | medRxiv | ID: ppmedrxiv-20107599

ABSTRACT

The novel coronavirus disease (COVID-19) pandemic caused by SARS-CoV-2 is a major threat to humans. Recently, we encountered two seemingly separate COVID-19 clusters in a tertiary care medical center. Whole viral genome sequencing detected the haplotype of the SARS-CoV-2 genome and the two clusters were successfully distinguished by the viral genome haplotype. Concurrently, there were nine COVID-19 patients clinically unlinked to clusters #1 or #2 that necessitated the determination of the source of infection. Such patients had similar haplotypes to those in cluster #2 but were devoid of two rare mutations characteristic to cluster #2. This suggested that these nine cases of "probable community infection" indeed had community infection and were not derived from cluster #2. Whole viral genome sequencing of SARS-CoV-2 is a powerful measure not only for monitoring the global trend of SARS-CoV-2 but also for identifying the source of infection of COVID-19 at a level of institution.

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