{"id":"https://openalex.org/W7160986997","doi":"https://doi.org/10.1186/s12859-026-06484-2","title":"M2Viz: a tool for visualizing genetic or proteomic modifications and variants","display_name":"M2Viz: a tool for visualizing genetic or proteomic modifications and variants","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7160986997","doi":"https://doi.org/10.1186/s12859-026-06484-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/42129619"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-026-06484-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-026-06484-2","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s12859-026-06484-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101946652","display_name":"Ahmad Rafi","orcid":"https://orcid.org/0009-0001-4240-3516"},"institutions":[{"id":"https://openalex.org/I158688498","display_name":"Yenepoya University","ror":"https://ror.org/029zfa075","country_code":"IN","type":"education","lineage":["https://openalex.org/I158688498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ahmad Rafi","raw_affiliation_strings":["Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India","institution_ids":["https://openalex.org/I158688498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120784868","display_name":"Alimath Sambreena","orcid":null},"institutions":[{"id":"https://openalex.org/I158688498","display_name":"Yenepoya University","ror":"https://ror.org/029zfa075","country_code":"IN","type":"education","lineage":["https://openalex.org/I158688498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alimath Sambreena","raw_affiliation_strings":["Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India","institution_ids":["https://openalex.org/I158688498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051139939","display_name":"Mahammad Nisar","orcid":"https://orcid.org/0000-0002-5223-2802"},"institutions":[{"id":"https://openalex.org/I158688498","display_name":"Yenepoya University","ror":"https://ror.org/029zfa075","country_code":"IN","type":"education","lineage":["https://openalex.org/I158688498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mahammad Nisar","raw_affiliation_strings":["Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India","institution_ids":["https://openalex.org/I158688498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136054847","display_name":"Rajesh Raju","orcid":"https://orcid.org/0000-0003-2319-121X"},"institutions":[{"id":"https://openalex.org/I158688498","display_name":"Yenepoya University","ror":"https://ror.org/029zfa075","country_code":"IN","type":"education","lineage":["https://openalex.org/I158688498"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rajesh Raju","raw_affiliation_strings":["Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India. rajeshraju@yenepoya.edu.in"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India. rajeshraju@yenepoya.edu.in","institution_ids":["https://openalex.org/I158688498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042134574","display_name":"Poornima Ramesh","orcid":"https://orcid.org/0000-0001-5832-5631"},"institutions":[{"id":"https://openalex.org/I158688498","display_name":"Yenepoya University","ror":"https://ror.org/029zfa075","country_code":"IN","type":"education","lineage":["https://openalex.org/I158688498"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Poornima Ramesh","raw_affiliation_strings":["Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India. poornima.devadhar@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Integrative Omics Data Science, Yenepoya (Deemed to be University), Mangalore, 575018, India. poornima.devadhar@gmail.com","institution_ids":["https://openalex.org/I158688498"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042134574","https://openalex.org/A5136054847"],"corresponding_institution_ids":["https://openalex.org/I158688498"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44382716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11642","display_name":"Genomics and Rare Diseases","score":0.4259999990463257,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11642","display_name":"Genomics and Rare Diseases","score":0.4259999990463257,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.24070000648498535,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.09430000185966492,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ensembl","display_name":"Ensembl","score":0.8564000129699707},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7172999978065491},{"id":"https://openalex.org/keywords/uniprot","display_name":"UniProt","score":0.7027999758720398},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5849999785423279},{"id":"https://openalex.org/keywords/protein-sequencing","display_name":"Protein sequencing","score":0.40880000591278076},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.40369999408721924},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4025000035762787},{"id":"https://openalex.org/keywords/mega","display_name":"Mega-","score":0.37299999594688416},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.3635999858379364}],"concepts":[{"id":"https://openalex.org/C141674004","wikidata":"https://www.wikidata.org/wiki/Q1344256","display_name":"Ensembl","level":5,"score":0.8564000129699707},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7172999978065491},{"id":"https://openalex.org/C202264299","wikidata":"https://www.wikidata.org/wiki/Q905695","display_name":"UniProt","level":3,"score":0.7027999758720398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621399998664856},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5849999785423279},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5687000155448914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45399999618530273},{"id":"https://openalex.org/C10010492","wikidata":"https://www.wikidata.org/wiki/Q3142557","display_name":"Protein sequencing","level":4,"score":0.40880000591278076},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4025000035762787},{"id":"https://openalex.org/C2781078984","wikidata":"https://www.wikidata.org/wiki/Q107205","display_name":"Mega-","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.3635999858379364},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C111364199","wikidata":"https://www.wikidata.org/wiki/Q2915896","display_name":"Protein methods","level":4,"score":0.3409999907016754},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.33480000495910645},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.3156000077724457},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3147999942302704},{"id":"https://openalex.org/C45484198","wikidata":"https://www.wikidata.org/wiki/Q827246","display_name":"Sequence alignment","level":4,"score":0.2980000078678131},{"id":"https://openalex.org/C41584329","wikidata":"https://www.wikidata.org/wiki/Q175902","display_name":"Sequence database","level":3,"score":0.2957000136375427},{"id":"https://openalex.org/C20901353","wikidata":"https://www.wikidata.org/wiki/Q4117139","display_name":"Biological database","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C61053724","wikidata":"https://www.wikidata.org/wiki/Q1154615","display_name":"Sequence analysis","level":3,"score":0.2623000144958496},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25940001010894775},{"id":"https://openalex.org/C144292202","wikidata":"https://www.wikidata.org/wiki/Q898273","display_name":"Protein domain","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C46111723","wikidata":"https://www.wikidata.org/wiki/Q471857","display_name":"Proteomics","level":3,"score":0.25450000166893005},{"id":"https://openalex.org/C192953774","wikidata":"https://www.wikidata.org/wiki/Q7307127","display_name":"Reference genome","level":4,"score":0.25200000405311584}],"mesh":[{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011499","descriptor_name":"Protein Processing, Post-Translational","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014644","descriptor_name":"Genetic Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-026-06484-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-026-06484-2","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:42129619","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42129619","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:ab131dc587c94892922950a45470d908","is_oa":false,"landing_page_url":"https://doaj.org/article/ab131dc587c94892922950a45470d908","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 27, Iss 1 (2026)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13348569","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13348569/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-026-06484-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-026-06484-2","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2027997639","https://openalex.org/W2100203037","https://openalex.org/W2131478115","https://openalex.org/W2161584400","https://openalex.org/W2476462209","https://openalex.org/W2947215881","https://openalex.org/W4388522045","https://openalex.org/W4404343451","https://openalex.org/W4405231264","https://openalex.org/W4410138743"],"related_works":[],"abstract_inverted_index":{"BACKGROUND:":[0],"Visualization":[1],"of":[2],"mutations":[3,103],"and":[4,8,66,102,111,133,147,166,184,191,200,229,242,256],"modifications":[5,101],"on":[6,109,215,231],"nucleotide":[7],"protein":[9,112,129,201],"sequences":[10,199],"provides":[11,159],"insights":[12],"into":[13],"sequence":[14,255],"hotspots":[15,228],"conveying":[16],"biologically":[17],"relevant":[18],"findings":[19],"derived":[20],"through":[21,210],"genomics/proteomics":[22,107],"platforms.":[23],"Lollipop":[24],"plots":[25,121],"are":[26,50,56,204],"suitable":[27],"for":[28,52,87,99,118,153,162,175,181,188,253],"such":[29],"visualization,":[30],"where":[31],"structural":[32,257],"modules":[33],"can":[34,63,79,141],"also":[35],"be":[36,64,142],"easily":[37],"defined":[38],"to":[39,144,249],"further":[40],"refine":[41],"meaningful":[42],"information":[43,203,258],"in":[44,223,259],"mutation/modification":[45],"patterns.":[46],"Although":[47],"multiple":[48],"tools":[49],"available":[51],"this":[53],"purpose,":[54],"they":[55],"limited":[57],"by":[58],"the":[59,251,260],"data":[60,84,176,217],"category":[61],"that":[62,78],"input":[65],"lack":[67],"automation.":[68],"We":[69],"developed":[70],"a":[71,95,116,172,185,189,236],"multi-purpose,":[72],"opensource,":[73],"completely":[74],"automated":[75,248],"web-based":[76,96],"tool":[77,140,158,238],"visualize":[80],"all":[81],"possible":[82],"omics":[83,240],"inputs":[85],"feasible":[86],"generating":[88],"ready-to-use":[89],"lollipop":[90,120],"plots.":[91],"RESULTS:":[92],"M2Viz":[93,220,267],"is":[94,115,221,235,247,268],"application":[97],"designed":[98],"visualizing":[100,154,224],"(M2)":[104],"identified":[105],"from":[106,206],"datasets":[108],"gene":[110],"sequences.":[113,233],"It":[114,234],"one-stop-solution":[117],"creating":[119],"representing":[122],"DNA":[123,225],"methylation,":[124,226],"Single":[125,134],"Nucleotide":[126,195],"Variations":[127,137],"(SNVs),":[128],"Post-Translational":[130],"Modifications":[131],"(PTMs),":[132],"Amino":[135],"Acid":[136],"(SAAVs).":[138],"Additionally,":[139],"accessed":[143],"represent":[145],"profiling":[146],"differential":[148],"expression/regulation":[149],"datasets,":[150],"with":[151,263],"options":[152],"numerical":[155],"data.":[156],"The":[157,169,244],"end-to-end":[160],"solution":[161],"uploading,":[163],"processing,":[164],"annotating":[165],"graphical":[167],"representation.":[168],"system":[170],"integrates":[171],"Python-Django":[173],"backend":[174],"handling,":[177],"an":[178],"R-based":[179],"engine":[180],"advanced":[182],"plotting,":[183],"React.js":[186],"frontend":[187],"responsive":[190],"interactive":[192],"user":[193],"experience.":[194],"or":[196,208],"amino":[197],"acid":[198],"domain":[202],"retrieved":[205],"Ensembl":[207],"UniProt":[209],"REST":[211],"API,":[212],"removing":[213],"dependency":[214],"manual":[216],"downloading.":[218],"CONCLUSION:":[219],"instrumental":[222],"mutational":[227],"PTMs":[230],"gene/protein":[232],"valuable":[237],"across":[239],"pipelines":[241],"bioinformatics.":[243],"visualization":[245],"pipeline":[246],"reduce":[250],"need":[252],"hosting":[254],"backend,":[261],"along":[262],"custom":[264],"plotting":[265],"flexibility.":[266],"freely":[269],"accessible":[270],"at":[271],"\"":[272],"https://ciods.in/m2viz":[273],"\".":[274]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-05-14T00:00:00"}
