Literature DB >> 33514039

VIRMOTIF: A User-Friendly Tool for Viral Sequence Analysis.

Pedram Rajaei1, Khadijeh Hoda Jahanian2, Amin Beheshti3, Shahab S Band4, Abdollah Dehzangi5,6, Hamid Alinejad-Rokny2,7.   

Abstract

Bioinformatics and computational biology have significantly contributed to the generation of vast and important knowledge that can lead to great improvements and advancements in biology and its related fields. Over the past three decades, a wide range of tools and methods have been developed and proposed to enhance performance, diagnosis, and throughput while maintaining feasibility and convenience for users. Here, we propose a new user-friendly comprehensive tool called VIRMOTIF to analyze DNA sequences. VIRMOTIF brings different tools together as one package so that users can perform their analysis as a whole and in one place. VIRMOTIF is able to complete different tasks, including computing the number or probability of motifs appearing in DNA sequences, visualizing data using the matplotlib and heatmap libraries, and clustering data using four different methods, namely K-means, PCA, Mean Shift, and ClusterMap. VIRMOTIF is the only tool with the ability to analyze genomic motifs based on their frequency and representation (D-ratio) in a virus genome.

Entities:  

Keywords:  D-ratio; motif analysis; sequence analysis; sequence variation; virus genome

Mesh:

Year:  2021        PMID: 33514039      PMCID: PMC7911170          DOI: 10.3390/genes12020186

Source DB:  PubMed          Journal:  Genes (Basel)        ISSN: 2073-4425            Impact factor:   4.096


  13 in total

1.  Deep learning for regulatory genomics.

Authors:  Yongjin Park; Manolis Kellis
Journal:  Nat Biotechnol       Date:  2015-08       Impact factor: 54.908

Review 2.  A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues.

Authors:  Shahab Shamshirband; Mahdis Fathi; Abdollah Dehzangi; Anthony Theodore Chronopoulos; Hamid Alinejad-Rokny
Journal:  J Biomed Inform       Date:  2020-11-28       Impact factor: 6.317

3.  Source of CpG Depletion in the HIV-1 Genome.

Authors:  Hamid Alinejad-Rokny; Firoz Anwar; Shafagh A Waters; Miles P Davenport; Diako Ebrahimi
Journal:  Mol Biol Evol       Date:  2016-09-28       Impact factor: 16.240

Review 4.  Machine learning applications in genetics and genomics.

Authors:  Maxwell W Libbrecht; William Stafford Noble
Journal:  Nat Rev Genet       Date:  2015-05-07       Impact factor: 53.242

5.  Linking pig-tailed macaque major histocompatibility complex class I haplotypes and cytotoxic T lymphocyte escape mutations in simian immunodeficiency virus infection.

Authors:  Shayarana L Gooneratne; Hamid Alinejad-Rokny; Diako Ebrahimi; Patrick S Bohn; Roger W Wiseman; David H O'Connor; Miles P Davenport; Stephen J Kent
Journal:  J Virol       Date:  2014-10-01       Impact factor: 5.103

6.  High fidelity simian immunodeficiency virus reverse transcriptase mutants have impaired replication in vitro and in vivo.

Authors:  Sarah B Lloyd; Marit Lichtfuss; Thakshila H Amarasena; Sheilajen Alcantara; Robert De Rose; Gilda Tachedjian; Hamid Alinejad-Rokny; Vanessa Venturi; Miles P Davenport; Wendy R Winnall; Stephen J Kent
Journal:  Virology       Date:  2016-02-19       Impact factor: 3.616

Review 7.  The Immune Epitope Database and Analysis Resource in Epitope Discovery and Synthetic Vaccine Design.

Authors:  Ward Fleri; Sinu Paul; Sandeep Kumar Dhanda; Swapnil Mahajan; Xiaojun Xu; Bjoern Peters; Alessandro Sette
Journal:  Front Immunol       Date:  2017-03-14       Impact factor: 7.561

8.  CANCERSIGN: a user-friendly and robust tool for identification and classification of mutational signatures and patterns in cancer genomes.

Authors:  Masroor Bayati; Hamid R Rabiee; Mehrdad Mehrbod; Fatemeh Vafaee; Diako Ebrahimi; Alistair R R Forrest; Hamid Alinejad-Rokny
Journal:  Sci Rep       Date:  2020-01-28       Impact factor: 4.379

9.  APOBEC3G and APOBEC3F rarely co-mutate the same HIV genome.

Authors:  Diako Ebrahimi; Firoz Anwar; Miles P Davenport
Journal:  Retrovirology       Date:  2012-12-20       Impact factor: 4.602

10.  Signatures of mutational processes in human cancer.

Authors:  Ludmil B Alexandrov; Serena Nik-Zainal; David C Wedge; Samuel A J R Aparicio; Sam Behjati; Andrew V Biankin; Graham R Bignell; Niccolò Bolli; Ake Borg; Anne-Lise Børresen-Dale; Sandrine Boyault; Birgit Burkhardt; Adam P Butler; Carlos Caldas; Helen R Davies; Christine Desmedt; Roland Eils; Jórunn Erla Eyfjörd; John A Foekens; Mel Greaves; Fumie Hosoda; Barbara Hutter; Tomislav Ilicic; Sandrine Imbeaud; Marcin Imielinski; Marcin Imielinsk; Natalie Jäger; David T W Jones; David Jones; Stian Knappskog; Marcel Kool; Sunil R Lakhani; Carlos López-Otín; Sancha Martin; Nikhil C Munshi; Hiromi Nakamura; Paul A Northcott; Marina Pajic; Elli Papaemmanuil; Angelo Paradiso; John V Pearson; Xose S Puente; Keiran Raine; Manasa Ramakrishna; Andrea L Richardson; Julia Richter; Philip Rosenstiel; Matthias Schlesner; Ton N Schumacher; Paul N Span; Jon W Teague; Yasushi Totoki; Andrew N J Tutt; Rafael Valdés-Mas; Marit M van Buuren; Laura van 't Veer; Anne Vincent-Salomon; Nicola Waddell; Lucy R Yates; Jessica Zucman-Rossi; P Andrew Futreal; Ultan McDermott; Peter Lichter; Matthew Meyerson; Sean M Grimmond; Reiner Siebert; Elías Campo; Tatsuhiro Shibata; Stefan M Pfister; Peter J Campbell; Michael R Stratton
Journal:  Nature       Date:  2013-08-14       Impact factor: 49.962

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  9 in total

1.  A Survey on Machine Learning and Internet of Medical Things-Based Approaches for Handling COVID-19: Meta-Analysis.

Authors:  Shahab S Band; Sina Ardabili; Atefeh Yarahmadi; Bahareh Pahlevanzadeh; Adiqa Kausar Kiani; Amin Beheshti; Hamid Alinejad-Rokny; Iman Dehzangi; Arthur Chang; Amir Mosavi; Massoud Moslehpour
Journal:  Front Public Health       Date:  2022-06-23

Review 2.  Is There a Need for a More Precise Description of Biomolecule Interactions to Understand Cell Function?

Authors:  Pierre Bongrand
Journal:  Curr Issues Mol Biol       Date:  2022-01-21       Impact factor: 2.976

3.  Somatic point mutations are enriched in non-coding RNAs with possible regulatory function in breast cancer.

Authors:  Narges Rezaie; Masroor Bayati; Mehrab Hamidi; Maedeh Sadat Tahaei; Sadegh Khorasani; Nigel H Lovell; James Breen; Hamid R Rabiee; Hamid Alinejad-Rokny
Journal:  Commun Biol       Date:  2022-06-07

4.  Hybrid HCNN-KNN Model Enhances Age Estimation Accuracy in Orthopantomography.

Authors:  Fatemeh Sharifonnasabi; Noor Zaman Jhanjhi; Jacob John; Peyman Obeidy; Shahab S Band; Hamid Alinejad-Rokny; Mohammed Baz
Journal:  Front Public Health       Date:  2022-05-30

5.  The low abundance of CpG in the SARS-CoV-2 genome is not an evolutionarily signature of ZAP.

Authors:  Ali Afrasiabi; Hamid Alinejad-Rokny; Azad Khosh; Mostafa Rahnama; Nigel Lovell; Zhenming Xu; Diako Ebrahimi
Journal:  Sci Rep       Date:  2022-02-14       Impact factor: 4.379

6.  Four-layer ConvNet to facial emotion recognition with minimal epochs and the significance of data diversity.

Authors:  Tanoy Debnath; Md Mahfuz Reza; Anichur Rahman; Amin Beheshti; Shahab S Band; Hamid Alinejad-Rokny
Journal:  Sci Rep       Date:  2022-04-28       Impact factor: 4.996

7.  Integrative analysis of mutated genes and mutational processes reveals novel mutational biomarkers in colorectal cancer.

Authors:  Hamed Dashti; Iman Dehzangi; Masroor Bayati; James Breen; Amin Beheshti; Nigel Lovell; Hamid R Rabiee; Hamid Alinejad-Rokny
Journal:  BMC Bioinformatics       Date:  2022-04-19       Impact factor: 3.307

8.  MStoCIRC: A powerful tool for downstream analysis of MS/MS data to predict translatable circRNAs.

Authors:  Zhou Cao; Guanglin Li
Journal:  Front Mol Biosci       Date:  2022-08-22

9.  Real-time prediction of Poisson's ratio from drilling parameters using machine learning tools.

Authors:  Osama Siddig; Hany Gamal; Salaheldin Elkatatny; Abdulazeez Abdulraheem
Journal:  Sci Rep       Date:  2021-06-15       Impact factor: 4.379

  9 in total

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