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The emerging global infectious COVID-19 coronavirus disease by novel Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) presents critical threats to global public health and the economy since it was identified in late December…

Genomics · Quantitative Biology 2020-03-25 Changchuan Yin

The recent zoonotic coronavirus virus outbreak of a novel type [COVID 19] has necessitated the adequate understanding of the evolutionary pathway of zoonotic viruses which adversely affects human populations for therapeutic constructs to…

Other Quantitative Biology · Quantitative Biology 2020-05-07 Adejoke Olukayode Obajuluwa , Pius Abimbola Okiki , Tiwalola Madoc Obajuluwa , Olakunle Bamikole Afolabi

Today, we are all threatened by an unprecedented pandemic: COVID-19. How different is it from other coronaviruses? Will it be attenuated or become more virulent? Which animals may be its original host? In this study, we collected and…

Populations and Evolution · Quantitative Biology 2020-08-18 Yanni Li , Bing Liu , Zhi Wang , Jiangtao Cui , Kaicheng Yao , Pengfan Lv , Yulong Shen , Yueshen Xu , Yuanfang Guan , Xiaoke Ma

One regards spaces of trees as stratified spaces, to study distributions of phylogenetic trees. Stratified spaces with may have cycles, however spaces of trees with a fixed number of leafs are contractible. Spaces of trees with three leafs,…

Methodology · Statistics 2021-06-16 Chen Shen , Vic Patrangenaru , Roland Moore

A genome, composed of a precisely ordered sequence of four nucleotides (ATCG), encompasses a multitude of specific genome features like AAA motif. Mutations occurring within a genome disrupt the sequential order and composition of these…

Other Quantitative Biology · Quantitative Biology 2024-03-26 Anyou Wang

The ongoing global pandemic of infection disease COVID-19 caused by the 2019 novel coronavirus (SARS-COV-2, formerly 2019-nCoV) presents critical threats to public health and the economy since it was identified in China, December 2019. The…

Genomics · Quantitative Biology 2020-06-02 Changchuan Yin

Although lessons have been learned from previous severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS) outbreaks, the rapid evolution of the viruses means that future outbreaks of a much larger scale are…

Populations and Evolution · Quantitative Biology 2022-05-12 Zi Hian Tan , Kian Yan Yong , Jian-Jun Shu

CoV2019 has evolved to be much more dangerous than CoV2003. Experiments suggest that structural rearrangements dramatically enhance CoV2019 activity. We identify a new first stage of infection that precedes structural rearrangements by…

Molecular Networks · Quantitative Biology 2021-03-16 J. C. Phillips

CoV2019 has evolved to be much more dangerous than CoV2003. Experiments suggest that structural rearrangements dramatically enhance CoV2019 activity. We identify a new first stage of infection which precedes structural rearrangements by…

Other Quantitative Biology · Quantitative Biology 2021-07-14 J. C. Phillips

Tremendous effort has been given to the development of diagnostic tests, preventive vaccines, and therapeutic medicines for coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Much of…

Genomics · Quantitative Biology 2020-04-30 Rui Wang , Yuta Hozumi , Changchuan Yin , Guo-Wei Wei

The COVID-19 pandemic has profoundly affected global health, driven by the remarkable transmissibility and mutational adaptability of the SARS-CoV-2 virus. Although five variants of concern, Alpha, Beta, Gamma, Delta, and Omicron, have been…

Genomics · Quantitative Biology 2026-05-07 Bo Jing , Kai-Rui Zhang , Hong-Li Zeng , Erik Aurell

Bayesian phylogenetics is vital for understanding evolutionary dynamics, and requires accurate and efficient approximation of posterior distributions over trees. In this work, we develop a variational Bayesian approach for ultrametric…

Machine Learning · Statistics 2026-02-16 Evan Sidrow , Alexandre Bouchard-Côté , Lloyd T. Elliott

The mechanism of SARS-CoV-2 evolution and transmission is elusive and its understanding, a prerequisite to forecast emerging variants, is of paramount importance. SARS-CoV-2 evolution is driven by the mechanisms at molecular and organism…

Populations and Evolution · Quantitative Biology 2021-09-20 Jiahui Chen , Rui Wang , Guo-Wei Wei

The transmission and evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are of paramount importance to the controlling and combating of coronavirus disease 2019 (COVID-19) pandemic. Currently, near 15,000 SARS-CoV-2…

Genomics · Quantitative Biology 2020-08-21 Rui Wang , Yuta Hozumi , Yong-Hui Zheng , Changchuan Yin , Guo-Wei Wei

SARS-CoV-2, like any other virus, continues to mutate as it spreads, according to an evolutionary process. Unlike any other virus, the number of currently available sequences of SARS-CoV-2 in public databases such as GISAID is already…

Populations and Evolution · Quantitative Biology 2021-10-13 Sarwan Ali , Tamkanat-E-Ali , Muhammad Asad Khan , Imdadullah Khan , Murray Patterson

COVID-19 has created a global pandemic with high morbidity and mortality in 2020. Novel coronavirus (nCoV), also known as Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV2), is responsible for this deadly disease. International…

Molecular Networks · Quantitative Biology 2020-05-11 Sovan Saha , Anup Kumar Halder , Soumyendu Sekhar Bandyopadhyay , Piyali Chatterjee , Mita Nasipuri , Subhadip Basu

Predicting the future evolutionary trajectory of SARS-CoV-2 remains a critical challenge, particularly due to the pivotal role of spike protein mutations. It is therefore essential to develop evolutionary models capable of continuously…

Quantitative Methods · Quantitative Biology 2025-10-06 Liaofu Luo , Jun Lv

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused an ongoing pandemic infecting 219 million people as of 10/19/21, with a 3.6% mortality rate. Natural selection can generate favorable mutations with improved fitness…

Quantitative Methods · Quantitative Biology 2021-11-04 Yingying Wu , Shusheng Xu , Shing-Tung Yau , Yi Wu

The SARS-CoV-2 coronavirus is the cause of the COVID-19 disease in humans. Like many coronaviruses, it can adapt to different hosts and evolve into different lineages. It is well-known that the major SARS-CoV-2 lineages are characterized by…

Machine Learning · Computer Science 2022-11-23 Sarwan Ali
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