Entropic Dynamics of Mutations in SARS-CoV-2 Genomic Sequences

被引:0
|
作者
Favretti, Marco [1 ]
机构
[1] Univ Padua, Dipartimento Matemat Tullio Levi Civita, I-35123 Padua, Italy
关键词
single nucleotide variations; C-T bias; Markov models; mean field dynamics; master equation; stochastic thermodynamics; APPROXIMATION; EVOLUTION;
D O I
10.3390/e26020163
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we investigate a certain class of mutations in genomic sequences by studying the evolution of the entropy and relative entropy associated with the base frequencies of a given genomic sequence. Even if the method is, in principle, applicable to every sequence which varies randomly, the case of SARS-CoV-2 RNA genome is particularly interesting to analyze, due to the richness of the available sequence database containing more than a million sequences. Our model is able to track known features of the mutation dynamics like the Cytosine-Thymine bias, but also to reveal new features of the virus mutation dynamics. We show that these new findings can be studied using an approach that combines the mean field approximation of a Markov dynamics within a stochastic thermodynamics framework.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Genomic diversity of SARS-CoV-2 in Malaysia
    Noordin, Noorliza Mohamad
    Tan, Joon Liang
    Chong, Chee Kheong
    Chem, Yu Kie
    Tajudin, Norazimah
    Abu Bakar, Rehan Shuhada
    Sengol, Selvanesan
    Phoon, Hannah Yik Phing
    Azid, Nurul Aina Murni Che
    Arifin, W. Nur Afiza W. Mohd
    Aziz, Zirwatul Adilah
    Hussin, Hani
    Ibrahim, Nurul Syahida
    Omar, Aziyati
    Ravi, Ushananthiny
    Zaman, Kamal Hisham Kamarul
    Yamin, Mohd Asri
    Ngeow, Yun Fong
    PEERJ, 2021, 9
  • [22] Detection of SARS-CoV-2 viral proteins and genomic sequences in human brainstem nuclei
    Emmi, Aron
    Rizzo, Stefania
    Barzon, Luisa
    Sandre, Michele
    Carturan, Elisa
    Sinigaglia, Alessandro
    Riccetti, Silvia
    Della Barbera, Mila
    Boscolo-Berto, Rafael
    Cocco, Patrizia
    Macchi, Veronica
    Antonini, Angelo
    De Gaspari, Monica
    Basso, Cristina
    De Caro, Raffaele
    Porzionato, Andrea
    NPJ PARKINSONS DISEASE, 2023, 9 (01)
  • [23] An Epidemiological Analysis of SARS-CoV-2 Genomic Sequences from Different Regions of India
    Yadav, Pragya D.
    Nyayanit, Dimpal A.
    Majumdar, Triparna
    Patil, Savita
    Kaur, Harmanmeet
    Gupta, Nivedita
    Shete, Anita M.
    Pandit, Priyanka
    Kumar, Abhinendra
    Aggarwal, Neeraj
    Narayan, Jitendra
    Vijay, Neetu
    Kalawat, Usha
    Sugunan, Attayur P.
    Munivenkatappa, Ashok
    Sharma, Tara
    Devi, Sulochna
    Majumdar, Tapan
    Jaryal, Subhash
    Bakshi, Rupinder
    Joshi, Yash
    Sahay, Rima
    Shastri, Jayanti
    Singh, Mini
    Kumar, Manoj
    Rawat, Vinita
    Dutta, Shanta
    Yadav, Sarita
    Krishnasamy, Kaveri
    Raut, Sharmila
    Biswas, Debasis
    Borkakoty, Biswajyoti
    Verma, Santwana
    Rani, Sudha
    Deval, Hirawati
    Patel, Disha
    Turuk, Jyotirmayee
    Malhotra, Bharti
    Fomda, Bashir
    Nag, Vijaylakshmi
    Jain, Amita
    Bhargava, Anudita
    Potdar, Varsha
    Cherian, Sarah
    Abraham, Priya
    Gopal, Anjani
    Panda, Samiran
    Bhargava, Balram
    VIRUSES-BASEL, 2021, 13 (05):
  • [24] Genomic surveillance of SARS-CoV-2 in Nepal
    Khadka, Binod
    Napit, Rajindra
    Mihindukulasuriya, Kathie A.
    Shrestha, Smita
    Rauniyar, Ramanuj
    Tuladhar, Eans T.
    Droit, Lindsay
    Paredes, Anne M.
    Jha, Runa
    Raut, Roji
    Jha, Bimalesh K.
    Handley, Scott A.
    Elong-Ngono, Annie
    Shresta, Sujan
    Wang, David
    Manandhar, Krishna D.
    MICROBIOLOGY RESOURCE ANNOUNCEMENTS, 2024,
  • [25] Genomic characterization of a novel SARS-CoV-2
    Khailany, Rozhgar A.
    Safdar, Muhamad
    Ozaslan, Mehmet
    GENE REPORTS, 2020, 19
  • [26] Genomic Epidemiology of SARS-CoV-2 in Pakistan
    Song, Shuhui
    Li, Cuiping
    Kang, Lu
    Tian, Dongmei
    Badar, Nazish
    Ma, Wentai
    Zhao, Shilei
    Jiang, Xuan
    Wang, Chun
    Sun, Yongqiao
    Li, Wenjie
    Lei, Meng
    Li, Shuangli
    Qi, Qiuhui
    Ikram, Aamer
    Salman, Muhammad
    Umair, Massab
    Shireen, Huma
    Batool, Fatima
    Zhang, Bing
    Chen, Hua
    Yang, Yun-Gui
    Abbasi, Amir Ali
    Li, Mingkun
    Xue, Yongbiao
    Bao, Yiming
    GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (05) : 727 - 740
  • [27] Detection of SARS-CoV-2 viral proteins and genomic sequences in human brainstem nuclei
    Aron Emmi
    Stefania Rizzo
    Luisa Barzon
    Michele Sandre
    Elisa Carturan
    Alessandro Sinigaglia
    Silvia Riccetti
    Mila Della Barbera
    Rafael Boscolo-Berto
    Patrizia Cocco
    Veronica Macchi
    Angelo Antonini
    Monica De Gaspari
    Cristina Basso
    Raffaele De Caro
    Andrea Porzionato
    npj Parkinson's Disease, 9
  • [28] Genomic Epidemiology of SARS-CoV-2 in Pakistan
    Shuhui Song
    Cuiping Li
    Lu Kang
    Dongmei Tian
    Nazish Badar
    Wentai Ma
    Shilei Zhao
    Xuan Jiang
    Chun Wang
    Yongqiao Sun
    Wenjie Li
    Meng Lei
    Shuangli Li
    Qiuhui Qi
    Aamer Ikram
    Muhammad Salman
    Massab Umair
    Huma Shireen
    Fatima Batool
    Bing Zhang
    Hua Chen
    Yun-Gui Yang
    Amir Ali Abbasi
    Mingkun Li
    Yongbiao Xue
    Yiming Bao
    Genomics,Proteomics & Bioinformatics, 2021, 19 (05) : 727 - 740
  • [29] Insights from SARS-CoV-2 sequences
    Martin, Michael A.
    VanInsberghe, David
    Koelle, Katia
    SCIENCE, 2021, 371 (6528) : 466 - 467
  • [30] Persistent minimal sequences of SARS-CoV-2
    Pratas, Diogo
    Silva, Jorge M.
    BIOINFORMATICS, 2021, 36 (21) : 5129 - 5132