Report of Research Achievements
2024
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K. Kitagawa, K. S. Kim, M. Iwamoto, S. Hayashi, H. Park, T. Nishiyama,
N. Nakamura, Y. Fujita, S. Nakaoka, K. Aihara, A. S. Perelson, L.
Allweiss, M. Dandri, K. Watashi, Y. Tanaka, S. Iwami. Multiscale
modeling of HBV infection integrating intra- and intercellular viral
propagation to analyze extracellular viral markers,
PLOS Computational Biology, 20(3):e1011238 (2024).
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T. Kawahigashi†, S. Iwanami†, M. Takahashi, J. Bhadury, S. Iwami and S.
Yamazaki. Age-related changes in the hematopoietic stem cell pool
revealed via quantifying the balance of symmetric and asymmetric
divisions,
PLOS ONE, 19(1): e0292575 (2024). († Equal
contribution)
2023
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S. Miyamoto†, T. Nishiyama†, A. Ueno, H. Park, T. Kanno, N. Nakamura, S.
Ozono, K. Aihara, K. Takahashi, Y. Tsuchihashi, M. Ishikane, T.
Arashiro, S. Saito, A. Ainai, Y. Hirata, S. Iida, H. Katano, M. Tobiume,
K. Tokunaga, T. Fujimoto, M. Suzuki, M. Nakagawa, H. Nakagawa, M.
Narita, Y. Kato, H. Igari, K. Fujita, T. Kato, K. Hiyama, K. Shindou, T.
Adachi, K. Fukushima, F. Nakamura-Uchiyama, R. Hase, Y. Yoshimura, M.
Yamato, Y. Nozaki, N. Ohmagar, M. Suzuki, T. Saito, S. Iwami# and T.
Suzuki#. Infectious virus shedding duration reflects secretory IgA
antibody response latency after SARS-CoV-2 infection,
Proceedings of the National Academy of Sciences of the United States
of America, 120(52):e2314808120 (2023). (†, # Equal contribution)
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T. Nishiyama†, Y. Miyamatsu†, H. Park†,
N. Nakamura, R. Yokokawa Shibata, S. Iwami# and Y.
Nagasaki#. Modeling COVID-19 vaccine booster-elicited
antibody response and impact of infection history,
Vaccine, 41:7655-7662 (2023). (†,
# Equal contribution).
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J. Sunagawa†, H. Park†, K. S. Kim†, R.
Komorizono, S. Choi, L. Ramírez. Torres, J. Woo, Y. D. Jeong, W. S.
Hart, R. N. Thompson, K. Aihara, S. Iwami# and R.
Yamaguchi#. Isolation may select for earlier and higher peak
viral load but shorter duration in SARS-CoV-2 evolution,
Nature Communications, 14:7395 (2023). (†,
# Equal contribution)
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W. S. Hart, H. Park, Y. D. Jeong, K. S. Kim, R. Yoshimura, R. N.
Thompson† and S. Iwami†, Analysis of the risk and
pre-emptive control of viral outbreaks accounting for within-host
dynamics: SARS-CoV-2 as a case study,
Proceedings of the National Academy of Sciences of the United States
of America, 120(41):e2305451120 (2023). († Equal contribution)
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J. Sunagawa†, R. Komorizono†, H. Park†,
WS Hart, RN Thompson, A Makino, K Tomonaga, S Iwami# and R
Yamaguchi#, Contact-number-driven virus evolution: A
multi-level modeling framework for the evolution of acute or persistent
RNA virus infection, PLOS Computational Biology,
19(5):e1011173 (2023). (†, # Equal contribution)
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R. Suzuki, Y. Ono, K. Noshita, K.S. Kim, H. Ito, Y. Morioka, T. Tamura,
D. Okuzaki, T. Tagawa, T. Takenaka, T. Yoshizumi, T. Shimamura, S. Iwami
and T. Fukuhara, Smoking enhances the expression of
angiotensin-converting enzyme 2 involved in the efficiency of severe
acute respiratory syndrome coronavirus 2 infection,
Microbiology and Immunology, 67(1):22-31 (2023).
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D. Akazawa¶, H. Ohashi¶, T. Hishiki&,
T. Morita&, S. Iwanami†, K. S. Kim†, Y.
D. Jeong†, E. S. Park, M. Kataoka, K. Shionoya, J. Mifune, K.
Tsuchimoto, S. Ojima, A. H. Azam, S. Nakajima, H. Park, T. Yoshikawa, M.
Shimojima, K. Kiga, S. Iwami, K. Maeda, T. Suzuki, H. Ebihara, Y.
Takahashi and K. Watashi, Potential anti-monkeypox virus activity of
atovaquone, mefloquine, and molnupiravir, and their potential use as
treatments, Journal of the Infectious Diseases,
228(5):591-603 (2023). (¶, &,†Equal
contribution)
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S.Torii†, K.S.Kim†, J.Koseki†,
R.Suzuki†, S.Iwanami, Y.Fujita, Y.D.Jeong, J.Ito, H.Asakura,
M.Nagashima, K.Sadamasu, K.Yoshimura, The Genotype to Phenotype Japan
(G2P-Japan) Consortium, K.Sato, Y. Matsuura, T.Shimamura, S.Iwami,
T.Fukuhara, Increased flexibility of the SARS-CoV-2 RNA-binding site
causes resistance to remdesivir, PLOS Pathogens, 19(3):
e1011231 (2023). (†Equal contribution).
2022
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K. Ikeda, T. Nakada, T. Kageyama, S. Tanaka, N. Yoshida, T. Ishikawa, Y.
Goshima, N. Otaki, S. Iwami, T. Shimamura, T. Taniguchi, H. Igari, H.
Hanaoka, K. Yokote, K. Tsuyuzaki, H. Nakajima, E. Kawakami, Detecting
time-evolving phenotypic components of adverse reactions against
BNT162b2 SARS-CoV-2 vaccine via non-negative tensor factorization,
iScience, 25:105237(2022).
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Y.D. Jeong†, K. Ejima†, K.S. Kim†, J.
Woo, S. Iwanami, Y. Fujita, IH. Jung, K. Aihara, K. Shibuya, S. Iwami,
A.I. Bento and M. Ajelli, Designing isolation guidelines for COVID-19
patients with rapid antigen tests,
Nature Communications, 13:4910(2022).
(†Equal contribution)
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K. Ejima†, K.S. Kim†, A.I. Bento†, S.
Iwanami, Y. Fujita, K. Aihara, K. Shibuya, and S. Iwami, Estimation of
timing of infection from longitudinal SARS-CoV-2 viral load data:
mathematical modelling study, BMC Infectious Diseases,
22:656(2022). (†Equal contribution)
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H. Ohashi†, T. Hishiki†, D. Akazawa†,
KS. Kim†, J. Woo†, K. Shionoya, K. Tsuchimoto, S.
Iwanami, S. Moriyama, H. Kinoshita, S. Yamada, Y. Kuroda, T. Yamamoto,
N. Kishida, S. Watanabe, H. Hasegawa, H. Ebihara, T. Suzuki, M. Ken, S.
Fukushi, Y. Takahashi, S. Iwami, K. Watashi, Different efficacies of
neutralizing antibodies and antiviral drugs on SARS-CoV-2 Omicron
subvariants, BA.1 and BA.2, Antiviral Research,
205:105372 (2022). (†Equal contribution)
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T. Nishiyama, T. Takada, H. Takeuchi, S. Iwami, Maternal embryonic
leucine zipper kinase (MELK) optimally regulates the HIV-1 uncoating
process, Journal of Theoretical Biology, 545:111152
(2022).
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R. Kumata†, S. Iwanami†, K.B. Mar, Y. Kakizoe, N. Misawa, S. Nakaoka, Y.
Koyanagi, A.S. Perelson, J.W. Schoggins, S. Iwami, K. Sato. Antithetic
effect of interferon-α on cell-free and cell-to-cell HIV-1 infection,
PLOS Computational Biology, 18(4): e1010053 (2022).
(†Equal contribution)
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N. Yamamoto†, Y. Koizumi†, S. Tsuzuki†, K. Ejima, M. Takano, S. Iwami\*,
D. Mizushima\*, S. Oka\*. Evaluating the cost-effectiveness of a
pre-exposure prophylaxis program for HIV prevention for men who have sex
with men in Japan, Scientific Reports, 12:3088 (2022).
(†Equal contribution)
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R. Hayashi, S. Iwami, and Y. Iwasa. Escaping stochastic extinction of
mutant virus: Temporal pattern of emergence of drug resistance within a
host, Journal of Theoretical Biology, 537:111029
(2022).
2021
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M. Akao, J. Woo, S. Iwami, and S. Iwanami. Detection of significant
antiviral drug effects on COVID-19 using viral load and PCR-positive
rate in randomized controlled trials,
Translational and Regulatory Sciences, 3(1):8-88
(2021).
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K. Matsuda, S. Islam, T. Takada, K. Tsuchiya, B.J. Yang Tan, S. Hattori,
H. Katsuya, K. Kitagawa, K.S. Kim, M. Matsuo, K. Sugata, N.S. Delino, H.
Gatanaga, K. Yoshimura, S. Matsushita, H. Mitsuya, S. Iwami, Y. Satou,
and K. Maeda. A widely distributed HIV-1 provirus elimination assay to
evaluate latency-reversing agents in vitro,
Cell Reports Methods, 1(8):100122 (2021).
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K. S. Kim†, S. Iwanami†, T. Oda, Y. Fujita, K. Kuba, T. Miyazaki, K.
Ejima‡, S. Iwami‡. Incomplete antiviral treatment may induce longer
durations of viral shedding during SARS-CoV-2 infection,
Life Science Alliance, 10:e202101049 (2021). (†,‡Equal
contribution)
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Y. D. Jeong†, K. Ejima†, K. S. Kim†, S. Iwanami, A. I. Bento, Y. Fujita,
I. H. Jung, K. Aihara, K. Watashi, T. Miyazaki, T. Wakita, S. Iwami, M.
Ajelli. Revisiting the guidelines for ending isolation for COVID-19
patients, eLife, 10:e69340 (2021). (†Equal
contribution)
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S. Iwanami†, K. Ejima†, K.S. Kim, K. Noshita, Y. Fujita, T. Miyazaki, S.
Kohno, Y. Miyazaki, S. Morimoto, S. Nakaoka, Y. Koizumi, Y. Asai, K.
Aihara, K. Watashi, R. N. Thompson, K. Shibuya, K. Fujiu, A.S.
Perelson‡, S. Iwami‡, T. Wakita. Detection of significant antiviral drug
effects on COVID-19 with reasonable sample sizes in randomized
controlled trials: A modeling study, PLOS Medicine,
18(7):e1003660 (2021). (†,‡Equal contribution)
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K. Shionoya, M. Yamasaki, S. Iwanami, Y. Ito, S. Fukushi, H. Ohashi, W.
Saso, T. Tanaka, S. Aoki, K. Kuramochi, S. Iwami, Y. Takahashi, T.
Suzuki, M. Muramatsu, M. Takeda, T. Wakita, K. Watashi. Mefloquine, a
Potent anti-Severe Acute Respiratory Syndrome-related Coronavirus 2
(SARS-CoV-2) drug as an entry inhibitor in vitro,
Frontiers in Microbiology, 12: 651403 (2021).
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K. Ejima†, K. Su. Kim†, S. Iwanami†, Y. Fujita, M. Li, R. S. Zoh, K.
Aihara, T. Miyazaki, T. Wakita and S. Iwami. Time variation in the
probability of failing to detect a case of PCR testing for SARS-CoV-2 as
estimated from a viral dynamics model,
Journal of the Royal Society Interface, 18: 20200947
(2021). (†Equal contribution)
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H. Ohashi†, K. Watashi†, W. Saso†, K. Shionoya, S. Iwanami, T. Hirokawa,
T. Shirai, S. Kanaya, Y. Ito, K. S. Kim, T. Nomura, T. Suzuki, K.
Nishioka, S. Ando, K. Ejima, Y. Koizumi, T. Tanaka, S. Aoki, K.
Kuramochi, T. Suzuki, T. Hashiguchi, K. Maenaka, T. Matano, M.
Muramatsu, M. Saijo, K. Aihara, S. Iwami, M. Takeda, J. A. McKeating, T.
Wakita. Potential anti-COVID-19 agents, Cepharanthine and Nelfinavir,
and their usage for combination treatment, iScience,
24(4):102367 (2021). (†Equal contribution)
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K. Ejima†, K.S. Kim†, C. Ludema, A.I. Bento, S.
Iwanami, Y. Fujita, H. Ohashi, Y. Koizumi, K. Watashi, K. Aihara, H.
Nishiura, and S. Iwami. Estimation of the incubation period of COVID-19
using viral load data, Epidemics, 35:100454 (2021).
(†Equal contribution)
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K.S. Kim†, K. Ejima†, S. Iwanami, Y. Fujita, H. Ohashi, Y. Koizumi, Y.
Asai, S. Nakaoka, K. Watashi, K. Aihara, R.N. Thompson, R. Ke, A.S.
Perelson‡ and S. Iwami‡. A quantitative model used to compare
within-host SARS-CoV-2, MERS-CoV and SARS-CoV dynamics provides insights
into the pathogenesis and treatment of SARS-CoV-2,
PLOS Biology, 19(3):e3001128. (2021). (†,‡Equal
contribution).
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K. Ejima†, Y. Koizumi, N. Yamamoto, M. Rosenberg, C. Ludema, A.I. Bento,
D. Yoneoka, S. Ichikawa, D. Mizushima and S. Iwami†. HIV testing by
public health centers and municipalities and new HIV cases during the
COVID-19 pandemic in Japan,
Journal of Acquired Immune Deficiency Syndromes,
87(2):e182-e187 (2021). (†Equal contribution).
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Y. Kakizoe†, Y. Koizumi†, Y. Ikoma, H. Ohashi, T. Wakita, S. Iwami‡, K.
Watashi‡. Required concentration index quantifies effective drug
combinations against hepatitis C virus infection,
Theoretical Biology and Medical Modelling, 18(1):4
(2021) (†,‡Equal contribution).
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T. Oda, K.S. Kim, Y. Fujita, Y. Ito, T. Miura, S. Iwami. Quantifying
antiviral effects against simian/human immunodeficiency virus induced by
host immune response, Journal of Theoretical Biology,
509:110493 (2021).
2020
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K.S. Kim†, Y. Yamamoto, S. Nakaoka, K. Tomonaga, S. Iwami†, T. Honda.
Modeling Borna disease virus in vitro spread reveals the mode of
antiviral effect conferred by an endogenous bornavirus-like element,
Journal of Virology, 94:e01204-20 (2020). (†Equal
contribution).
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K.S. Kim, T. Kondoh, Y. Asai, A. Takada, S. Iwami. Modeling the
efficiency of filovirus entry into cells in vitro: Effects of SNP
mutations in the receptor molecule,
PLOS Computational Biology, 16(9):e1007612 (2020).
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S. Iwanami, K. Kitagawa, H. Ohashi, Y. Asai, K. Shionoya, W. Saso, K.
Nishioka, H. Inaba, S. Nakaoka, T. Wakita, O. Diekmann, S. Iwami†, and
K. Watashi†. Should a viral genome stay in the host cell or leave? A
quantitative dynamics study of how hepatitis C virus deals with this
dilemma, PLOS Biology, 18:e3000562 (2020). (†Equal
contribution).
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T. Kurusu, KS. Kim, Y. Koizumi, S. Nakaoka, K. Ejima, N. Misawa, Y.
Koyanagi, K. Sato, S. Iwami. Quantifying the antiviral effect of APOBEC3
on HIV-1 infection in humanized mouse model,
Journal of Theoretical Biology, 498:110295 (2020)