Human polyomavirus 6 (HPyV6) is part of the human skin virome. Like other HPyVs, it encodes proteins with oncogenic properties.
Materials and methods
A 73-year-old Italian female patient with stage II right-sided colon adenocarcinoma underwent hemicolectomy; she died one month later because of bacterial sepsis. Colon tumor (T), adjacent healthy (AH) tissue, and serum samples were collected. Total nucleic acids were subjected to next-generation sequencing, followed by metagenomics analysis. HPyV detection was confirmed by real-time PCR and Rolling Circle Amplification (RCA); HPyV6 transcripts and proteins were identified by means of PCR and Western blot/mass spectrometry, respectively.
Results
Viral metagenomics analysis revealed the presence of several viral genomes, mainly belonging to unclassified viruses and phages, in both AH and T tissues. HPyV6 DNA was detected in the T tissue, representing 7 % of the viral sequences, but not in the AH tissue. Subsequent molecular analysis confirmed the presence of the HPyV6 genomes (3.3x106copies/ug) as episomes, infecting 19.8 % of the tumor cells; LT-Ag and VP1 transcripts were expressed in the T tissue, and the LT-Ag protein was expressed twice as highly in the T tissue as in the AH tissue.
Conclusions
This is the first report of the differential presence and expression of the HPyV6 genome in colon tumors but not in the AH tissue. These results are indicative of ongoing active replication of the virus, which might play a triggering role in malignant transformation.
{"title":"Human polyomavirus 6 differentially infects healthy and tumor tissue in the colon: A case report","authors":"Maria Dolci , Fabio Frosio , Lucia Signorini , Alessio Soggiu , Gabriele Meroni , Evaldo Favi , Estefania Calvo Alvarez , Pasquale Ferrante , Serena Delbue","doi":"10.1016/j.meegid.2025.105865","DOIUrl":"10.1016/j.meegid.2025.105865","url":null,"abstract":"<div><h3>Introduction</h3><div>Human polyomavirus 6 (HPyV6) is part of the human skin virome. Like other HPyVs, it encodes proteins with oncogenic properties.</div></div><div><h3>Materials and methods</h3><div>A 73-year-old Italian female patient with stage II right-sided colon adenocarcinoma underwent hemicolectomy; she died one month later because of bacterial sepsis. Colon tumor (T), adjacent healthy (AH) tissue, and serum samples were collected. Total nucleic acids were subjected to next-generation sequencing, followed by metagenomics analysis. HPyV detection was confirmed by real-time PCR and Rolling Circle Amplification (RCA); HPyV6 transcripts and proteins were identified by means of PCR and Western blot/mass spectrometry, respectively.</div></div><div><h3>Results</h3><div>Viral metagenomics analysis revealed the presence of several viral genomes, mainly belonging to unclassified viruses and phages, in both AH and T tissues. HPyV6 DNA was detected in the T tissue, representing 7 % of the viral sequences, but not in the AH tissue. Subsequent molecular analysis confirmed the presence of the HPyV6 genomes (3.3x10<sup>6</sup>copies/ug) as episomes, infecting 19.8 % of the tumor cells; LT-Ag and VP1 transcripts were expressed in the T tissue, and the LT-Ag protein was expressed twice as highly in the T tissue as in the AH tissue.</div></div><div><h3>Conclusions</h3><div>This is the first report of the differential presence and expression of the HPyV6 genome in colon tumors but not in the AH tissue. These results are indicative of ongoing active replication of the virus, which might play a triggering role in malignant transformation.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105865"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145783607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.1016/j.meegid.2025.105866
Olivier Likiti Kola , Christophe Simiand , Hadija Mussa Ally , Daniel Otron , Sharon L. van Brunschot , Justin S. Pita , John Colvin , Godefroid Monde Te-Kazangba , Hélène Delatte
The intensive use of insecticides can result in the emergence of resistant genotypes, as observed globally in the B. tabaci species complex. Two well-studied/known cases of resistance mechanisms in B. tabaci involve mutations in the voltage-gated sodium channel (Kdr) and acetylcholinesterase (Ace 1) genes. However, no studies have surveyed these resistance mechanisms in whitefly populations from Central Africa. To study the frequency of these mutations in whitefly species on cassava, 1315 individuals were collected from 60 fields across 12 provinces of the Democratic Republic of the Congo. Species were identified molecularly, and then the frequencies of Kdr and Ace 1 mutations were assessed. Four species were found: SSA1-SG1 ∪ SG2 (71.48 %); SSA1-SG3 (0.31 %); SSA2 ∪ SSA3 (15.51 %), and MED ASL (12.70 %). For the Kdr mutation, 9 % of individuals of SSA1-SG1 ∪ SG2, 6 % of MED ASL, and 3 % of SSA2USSA3 carried at least one resistant allele. For the Ace 1 mutation, resistance alleles were found in 0.1 % of SSA1-SG1 ∪ SG2, 6 % of MED ASL, and 1 % of SSA2 ∪ SSA3 individuals. The geographical distribution of resistant genotypes remains limited to certain regions. However, there is a long-term risk that resistance becomes established around areas where insecticides are used on cotton and vegetable crops. Appropriate strategies for the management of these vectors of phytoviruses are discussed.
{"title":"Distribution of voltage-gated sodium channel and acetylcholinesterase mutations in Bemisia tabaci species from the Democratic Republic of the Congo","authors":"Olivier Likiti Kola , Christophe Simiand , Hadija Mussa Ally , Daniel Otron , Sharon L. van Brunschot , Justin S. Pita , John Colvin , Godefroid Monde Te-Kazangba , Hélène Delatte","doi":"10.1016/j.meegid.2025.105866","DOIUrl":"10.1016/j.meegid.2025.105866","url":null,"abstract":"<div><div>The intensive use of insecticides can result in the emergence of resistant genotypes, as observed globally in the <em>B. tabaci</em> species complex. Two well-studied/known cases of resistance mechanisms in <em>B. tabaci</em> involve mutations in the voltage-gated sodium channel (Kdr) and acetylcholinesterase (Ace 1) genes. However, no studies have surveyed these resistance mechanisms in whitefly populations from Central Africa. To study the frequency of these mutations in whitefly species on cassava, 1315 individuals were collected from 60 fields across 12 provinces of the Democratic Republic of the Congo. Species were identified molecularly, and then the frequencies of Kdr and Ace 1 mutations were assessed. Four species were found: SSA1-SG1 ∪ SG2 (71.48 %); SSA1-SG3 (0.31 %); SSA2 ∪ SSA3 (15.51 %), and MED ASL (12.70 %). For the Kdr mutation, 9 % of individuals of SSA1-SG1 ∪ SG2, 6 % of MED ASL, and 3 % of SSA2USSA3 carried at least one resistant allele. For the Ace 1 mutation, resistance alleles were found in 0.1 % of SSA1-SG1 ∪ SG2, 6 % of MED ASL, and 1 % of SSA2 ∪ SSA3 individuals. The geographical distribution of resistant genotypes remains limited to certain regions. However, there is a long-term risk that resistance becomes established around areas where insecticides are used on cotton and vegetable crops. Appropriate strategies for the management of these vectors of phytoviruses are discussed.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105866"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Porcine astrovirus (PoAstV) is a viral pathogen associated with diarrhea and neurological disorders in piglets. In this study, we performed metatranscriptome analysis of fecal samples, and compared the full-length genomes of PoAstVs detected in Japanese wild boars and domestic pigs collected between 2017 and 2023 with astrovirus sequences from the GenBank database. Phylogenetic analyses of near-complete genomes from 12 wild boar and 67 pig PoAstVs, together with sequences from our previous study and the GenBank database, revealed that six, four, and two wild boar PoAstV sequences clustered with PoAstV-2, PoAstV-4, and PoAstV-5, respectively. Pig-derived PoAstVs comprised all five known genotypes, with PoAstV-2 (31/67) being predominant, followed by PoAstV-4 (18/67) and PoAstV-5 (12/67), similar to the pattern observed in wild boars. Some wild boar PoAstV strains showed high nucleotide identity with domestic Japanese strains, whereas others exhibited greater similarity to foreign porcine strains. Notably, two wild boar PoAstV-4 strains showed high identity with Chinese and Vietnamese PoAstV-4 in ORF1a and ORF1b, forming a distinct cluster, while no clustering was observed in ORF2, indicating possible recombination events. Intragenotype recombination was also detected among wild boar and domestic pig strains of PoAstV-2, −4, and − 5, implying wildlife-domestic interface. These findings suggest that PoAstVs are exchanged between wild boars and domestic pigs in Japan, promoting genetic diversification within each genotype through recombination. To our knowledge, this is the first detection and genomic characterization of PoAstV in Japanese wild boars.
{"title":"Genetic diversity and evolutionary relationships of porcine astroviruses from wild boars and domestic pigs in Japan","authors":"Shuntaro Mizuno , Natsuko Teshima , Tomoko Yokota , Shwe Thiri Maung Maung Khin , Hitoshi Takemae , Toru Oi , Fujiko Fukuda , Tsuneyuki Masuda , Yasuhiro Kikkawa , Takanori Shiga , Naoyuki Aihara , Junichi Kamiie , Hiroho Ishida , Hironobu Murakami , Tetsuya Mizutani , Mami Oba , Makoto Nagai","doi":"10.1016/j.meegid.2025.105875","DOIUrl":"10.1016/j.meegid.2025.105875","url":null,"abstract":"<div><div>Porcine astrovirus (PoAstV) is a viral pathogen associated with diarrhea and neurological disorders in piglets. In this study, we performed metatranscriptome analysis of fecal samples, and compared the full-length genomes of PoAstVs detected in Japanese wild boars and domestic pigs collected between 2017 and 2023 with astrovirus sequences from the GenBank database. Phylogenetic analyses of near-complete genomes from 12 wild boar and 67 pig PoAstVs, together with sequences from our previous study and the GenBank database, revealed that six, four, and two wild boar PoAstV sequences clustered with PoAstV-2, PoAstV-4, and PoAstV-5, respectively. Pig-derived PoAstVs comprised all five known genotypes, with PoAstV-2 (31/67) being predominant, followed by PoAstV-4 (18/67) and PoAstV-5 (12/67), similar to the pattern observed in wild boars. Some wild boar PoAstV strains showed high nucleotide identity with domestic Japanese strains, whereas others exhibited greater similarity to foreign porcine strains. Notably, two wild boar PoAstV-4 strains showed high identity with Chinese and Vietnamese PoAstV-4 in ORF1a and ORF1b, forming a distinct cluster, while no clustering was observed in ORF2, indicating possible recombination events. Intragenotype recombination was also detected among wild boar and domestic pig strains of PoAstV-2, −4, and − 5, implying wildlife-domestic interface. These findings suggest that PoAstVs are exchanged between wild boars and domestic pigs in Japan, promoting genetic diversification within each genotype through recombination. To our knowledge, this is the first detection and genomic characterization of PoAstV in Japanese wild boars.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105875"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.1016/j.meegid.2025.105873
Tongyan Zhang , Jinghui Du , Ying Cao , Hongyan Han , Yajun Du , Yazhu Hou , Qian Du , Juan Song , Weidong Su , Jihong Feng
{"title":"Corrigendum to “Comparative study of rapid influenza antigen tests versus PCR in an influenza-like illness population: A real-world multicenter study in China” [Infection, Genetics and Evolution, volume 133, article 105794].","authors":"Tongyan Zhang , Jinghui Du , Ying Cao , Hongyan Han , Yajun Du , Yazhu Hou , Qian Du , Juan Song , Weidong Su , Jihong Feng","doi":"10.1016/j.meegid.2025.105873","DOIUrl":"10.1016/j.meegid.2025.105873","url":null,"abstract":"","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105873"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145879385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.1016/j.meegid.2025.105874
Baharak Mirzavand , Darioush Gharibi , Dolores Cid , Ana Isabel Vela , Mohammad Khosravi , Keyvan Tadayon
Pasteurella multocida is a zoonotic bacterium commonly found in the oropharyngeal microbiota of cats; despite its clinical relevance, molecular data on feline isolates in Iran remain limited. This study aimed to provide molecular and phenotypic characterization of P. multocida isolates obtained from feline sources in Iran. This study characterized 18 P. multocida isolates recovered from oral swabs of cats previously sampled in Ahvaz, Iran. After polymerase chain reaction (PCR) confirmation targeting the kmt1 gene, multilocus sequence typing (MLST) was performed using the Rural Industries Research and Development Corporation (RIRDC) scheme. The MLST analysis assigned the 18 isolates to 14 distinct sequence types (STs). High genetic diversity was observed, with no ST dominating the population. Our results identified several STs, including ST30, ST344, ST487, and ST551, that have been reported worldwide, highlighting their epidemiological relevance. This study provides the first MLST data for feline P. multocida in Iran and contributes to global understanding of the species' genetic diversity.
{"title":"Molecular epidemiology of Pasteurella multocida in cats: First multilocus sequence typing (MLST)-based insights from Iran","authors":"Baharak Mirzavand , Darioush Gharibi , Dolores Cid , Ana Isabel Vela , Mohammad Khosravi , Keyvan Tadayon","doi":"10.1016/j.meegid.2025.105874","DOIUrl":"10.1016/j.meegid.2025.105874","url":null,"abstract":"<div><div><em>Pasteurella multocida</em> is a zoonotic bacterium commonly found in the oropharyngeal microbiota of cats; despite its clinical relevance, molecular data on feline isolates in Iran remain limited. This study aimed to provide molecular and phenotypic characterization of <em>P. multocida</em> isolates obtained from feline sources in Iran. This study characterized 18 <em>P. multocida</em> isolates recovered from oral swabs of cats previously sampled in Ahvaz, Iran. After polymerase chain reaction (PCR) confirmation targeting the <em>kmt1</em> gene, multilocus sequence typing (MLST) was performed using the Rural Industries Research and Development Corporation (RIRDC) scheme. The MLST analysis assigned the 18 isolates to 14 distinct sequence types (STs). High genetic diversity was observed, with no ST dominating the population. Our results identified several STs, including ST30, ST344, ST487, and ST551, that have been reported worldwide, highlighting their epidemiological relevance. This study provides the first MLST data for feline <em>P. multocida</em> in Iran and contributes to global understanding of the species' genetic diversity.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105874"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145890411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.1016/j.meegid.2025.105868
Gérald Umhang , Vanessa Bastid , Laura Rinaldi , Paola Pepe , Elena Ciccone , Smaragda Sotiraki , Panagiota Ligda , Myriam Oudni-M'rad , Selim M'rad , Samia Lahmar , Yousra Said , Kefiya Elmehatli , Haroon Ahmed , Tetiana Kuzmina , Valentyna Yevstafieva , Sargis A. Aghayan , Hasmik Gevorgyan , Sami Simsek , Francesco Ponce-Gordo , M.C. Benchikh El Fegoun , Jaime Aguayo
While the molecular identification of Echinococcus granulosus species is essential for surveillance, a detailed investigation of the parasite's genetic diversity would offer a more accurate understanding of its transmission. This may be done by partial or whole mitochondrial genome sequencing, but both cost and time requirements limit routine application. Microsatellites are an alternative approach as they are a rapid, simple, highly discriminative, and low-cost tool. Our research project was designed to obtain a panel of microsatellite targets for population genetic analyses to describe the genetic diversity of E. granulosus sensu stricto (s.s.) at the global to farm scale. A panel of five informative microsatellite loci for population genetic analysis of E. granulosus s.s. was developed and validated. A total of 145 isolates from 11 countries were used to evaluate the panel at the international level. Additionally, 131 samples from sheep and cattle across six regions in southern Italy were analyzed to assess the panel's usefulness at both the regional and farm scale. Population genetics showed high genotypic diversity. Simpson's index gave high values (0.94–0.98) for the expected heterozygosity (0.80 to 0.87). Discriminant analysis of principal components (DAPC) revealed the structure of populations for each country, with Greece distinctly distant from Algeria, Italy, and Tunisia. This was also confirmed by FST values. DAPC further revealed a genetic structure among the farms from the Italian regional sample set, with three different clusters explained by different farming practices. This microsatellite panel can provide data relevant for E. granulosus s.s. population genetics from global to farm scale, making it a low-cost, simple alternative to full mitochondrial genome sequencing for analyzing numerous samples and obtaining a detailed overview of genetic diversity, an input that is useful for cystic echinococcosis control programs.
{"title":"A panel of five microsatellites as an alternative to mitogenome sequencing for investigating the genetic diversity of Echinococcus granulosus sensu stricto from global to farm scale","authors":"Gérald Umhang , Vanessa Bastid , Laura Rinaldi , Paola Pepe , Elena Ciccone , Smaragda Sotiraki , Panagiota Ligda , Myriam Oudni-M'rad , Selim M'rad , Samia Lahmar , Yousra Said , Kefiya Elmehatli , Haroon Ahmed , Tetiana Kuzmina , Valentyna Yevstafieva , Sargis A. Aghayan , Hasmik Gevorgyan , Sami Simsek , Francesco Ponce-Gordo , M.C. Benchikh El Fegoun , Jaime Aguayo","doi":"10.1016/j.meegid.2025.105868","DOIUrl":"10.1016/j.meegid.2025.105868","url":null,"abstract":"<div><div>While the molecular identification of <em>Echinococcus granulosus</em> species is essential for surveillance, a detailed investigation of the parasite's genetic diversity would offer a more accurate understanding of its transmission. This may be done by partial or whole mitochondrial genome sequencing, but both cost and time requirements limit routine application. Microsatellites are an alternative approach as they are a rapid, simple, highly discriminative, and low-cost tool. Our research project was designed to obtain a panel of microsatellite targets for population genetic analyses to describe the genetic diversity of <em>E. granulosus sensu stricto</em> (s.s.) at the global to farm scale. A panel of five informative microsatellite loci for population genetic analysis of <em>E. granulosus s.s.</em> was developed and validated. A total of 145 isolates from 11 countries were used to evaluate the panel at the international level. Additionally, 131 samples from sheep and cattle across six regions in southern Italy were analyzed to assess the panel's usefulness at both the regional and farm scale. Population genetics showed high genotypic diversity. Simpson's index gave high values (0.94–0.98) for the expected heterozygosity (0.80 to 0.87). Discriminant analysis of principal components (DAPC) revealed the structure of populations for each country, with Greece distinctly distant from Algeria, Italy, and Tunisia. This was also confirmed by FST values. DAPC further revealed a genetic structure among the farms from the Italian regional sample set, with three different clusters explained by different farming practices. This microsatellite panel can provide data relevant for <em>E. granulosus s.s.</em> population genetics from global to farm scale, making it a low-cost, simple alternative to full mitochondrial genome sequencing for analyzing numerous samples and obtaining a detailed overview of genetic diversity, an input that is useful for cystic echinococcosis control programs.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105868"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145800827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<div><h3>Background</h3><div>According to the World Health Organization, methicillin-resistant <em>Staphylococcus aureus</em> (MRSA) is classified as a “High” priority pathogen on its Global Priority Pathogens List. The aim of this study is to perform a comprehensive genome-based in silico analysis of <em>S. aureus</em> to elucidate the evolutionary dynamics of β-lactam and methicillin resistance, focusing on resistance genes and minimum inhibitory concentration (MIC) phenotypes. This study analyzes all publicly available <em>S. aureus</em> genomes in NCBI to investigate β-lactam and methicillin resistance, including resistance genes and MIC phenotypes. The dataset covers isolates from multiple countries worldwide, representing global diversity.</div></div><div><h3>Methods</h3><div>A total of 111,350 <em>S. aureus</em> genomes (1880s–2020s) were retrieved from GenBank and rigorously quality-filtered. Antimicrobial resistance genes were identified with AMRFinderPlus, and phenotypic MIC data for key β-lactams were integrated via genome–BioSample linkage from the National Center for Biotechnology Information AST Browser. Multi-locus sequence typing was used to resolve sequence types (STs), while machine learning models (Random Forest, eXtreme Gradient Boosting, Elastic Net regularized regression, and Partial Least Squares) were trained on gene/mutation profiles to predict log₂ MICs under repeated 5-fold cross-validation. Temporal and lineage-specific trends were assessed with correlation and generalized linear models, and genotype–phenotype associations tested using chi-square or Fisher's exact test with Bonferroni correction. All genomic, clustering, and phylogenetic analyses were performed in R using fully reproducible pipelines.</div></div><div><h3>Results</h3><div>The dataset included 111,350 <em>S. aureus</em> genomes, 78 % clinical and 10 % environmental, spanning 1884–2025 from 137 countries. Core genome size remained stable (mean 2.87 Mb; ∼2874 genes), with modest increases in total genes (<em>r</em> = 0.15, <em>p</em> < 0.001) and pseudogenes (<em>r</em> = 0.09, p < 0.001), reflecting subtle genomic plasticity. MLST analysis identified >2000 STs, but ST8 (16.6 %), ST5 (13.8 %), and ST22 (6.9 %) together accounted for ∼37 % of isolates, illustrating epidemic clone dominance and temporal turnover from pre-1980 hospital lineages to modern polyclonal populations. β-lactam resistance showed a marked upward trend: the bla operon (<em>blaZ–blaI–blaR1</em>) increased from ∼60 % in the early 2000s to >95 % by 2024, while <em>blaPC1</em> declined from near ubiquity in the 1990s to <10 %. Methicillin resistance, driven by <em>mecA</em> (62.7 %), was accompanied by progressive loss of regulators <em>mecR1</em> (52.0 %) and <em>mecI</em> (13.8 %), reflecting evolutionary streamlining for constitutive PBP2a expression. Clinical isolates carried higher frequencies of <em>blaZ</em> (+17.4 %) and <em>mecA</em> (+15.5 %) than environmental str
{"title":"Comprehensive in silico genomic surveillance of β-lactam and methicillin resistance in Staphylococcus aureus: Machine learning–based analysis of lineage dynamics and global evolution","authors":"Saeid Sadeghi Ghazi Chaki , Bilal Khaleel Midhin , Samer Saleem Alshkarchy , Mahshid Kalantar-Neyestanaki , Reham yahya albaz , Munthar Kadhim Abosaoda , Ali Kamil Kareem , Renu Sharma , Mohammad Sholeh , Masoumeh Beig","doi":"10.1016/j.meegid.2025.105862","DOIUrl":"10.1016/j.meegid.2025.105862","url":null,"abstract":"<div><h3>Background</h3><div>According to the World Health Organization, methicillin-resistant <em>Staphylococcus aureus</em> (MRSA) is classified as a “High” priority pathogen on its Global Priority Pathogens List. The aim of this study is to perform a comprehensive genome-based in silico analysis of <em>S. aureus</em> to elucidate the evolutionary dynamics of β-lactam and methicillin resistance, focusing on resistance genes and minimum inhibitory concentration (MIC) phenotypes. This study analyzes all publicly available <em>S. aureus</em> genomes in NCBI to investigate β-lactam and methicillin resistance, including resistance genes and MIC phenotypes. The dataset covers isolates from multiple countries worldwide, representing global diversity.</div></div><div><h3>Methods</h3><div>A total of 111,350 <em>S. aureus</em> genomes (1880s–2020s) were retrieved from GenBank and rigorously quality-filtered. Antimicrobial resistance genes were identified with AMRFinderPlus, and phenotypic MIC data for key β-lactams were integrated via genome–BioSample linkage from the National Center for Biotechnology Information AST Browser. Multi-locus sequence typing was used to resolve sequence types (STs), while machine learning models (Random Forest, eXtreme Gradient Boosting, Elastic Net regularized regression, and Partial Least Squares) were trained on gene/mutation profiles to predict log₂ MICs under repeated 5-fold cross-validation. Temporal and lineage-specific trends were assessed with correlation and generalized linear models, and genotype–phenotype associations tested using chi-square or Fisher's exact test with Bonferroni correction. All genomic, clustering, and phylogenetic analyses were performed in R using fully reproducible pipelines.</div></div><div><h3>Results</h3><div>The dataset included 111,350 <em>S. aureus</em> genomes, 78 % clinical and 10 % environmental, spanning 1884–2025 from 137 countries. Core genome size remained stable (mean 2.87 Mb; ∼2874 genes), with modest increases in total genes (<em>r</em> = 0.15, <em>p</em> < 0.001) and pseudogenes (<em>r</em> = 0.09, p < 0.001), reflecting subtle genomic plasticity. MLST analysis identified >2000 STs, but ST8 (16.6 %), ST5 (13.8 %), and ST22 (6.9 %) together accounted for ∼37 % of isolates, illustrating epidemic clone dominance and temporal turnover from pre-1980 hospital lineages to modern polyclonal populations. β-lactam resistance showed a marked upward trend: the bla operon (<em>blaZ–blaI–blaR1</em>) increased from ∼60 % in the early 2000s to >95 % by 2024, while <em>blaPC1</em> declined from near ubiquity in the 1990s to <10 %. Methicillin resistance, driven by <em>mecA</em> (62.7 %), was accompanied by progressive loss of regulators <em>mecR1</em> (52.0 %) and <em>mecI</em> (13.8 %), reflecting evolutionary streamlining for constitutive PBP2a expression. Clinical isolates carried higher frequencies of <em>blaZ</em> (+17.4 %) and <em>mecA</em> (+15.5 %) than environmental str","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105862"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145806494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01DOI: 10.1016/j.meegid.2025.105870
Naoki Nakajima, Eriko Mitani, Aya Okamura
Studies applying whole-genome sequencing to Mycobacterium tuberculosis in Japan remain limited, particularly in non-urban regions. In this study, we analyzed 734 isolates collected between 2013 and 2025 in the central and western region of Kanagawa Prefecture using core-genome single nucleotide variant (cgSNV) analyses, including lineage classification and cluster detection, to elucidate transmission dynamics. Elderly patients accounted for 65.3 % of cases and were significantly enriched for the ancient sublineages L2.2.A and L4.9, both of which exhibited longer terminal branch lengths (TBLs), suggesting reactivation. In contrast, the modern Beijing sublineages L2.2.M2.2 and L2.2.M4 were enriched among younger patients and showed shorter TBLs, consistent with recent transmission. Lineage-based cgSNV analysis identified 39 clusters across 20 lineages, indicating intergenerational transmission. Separately, four clusters within the M strain reflected sustained transmission of this genotype. The presence of mixed cgSNV clusters involving Japan-born and foreign-born patients further extends nationwide observations and highlights the importance of continued genomic surveillance of imported lineages. To inform local TB control programs, we evaluated whether cgSNV analyses performed within variable-number tandem repeat (VNTR)-defined clusters could serve as a prescreening approach for identifying transmission clusters. This approach successfully captured all cgSNV clusters defined at ≤5 SNVs and demonstrated complete directional congruence from cgSNV to VNTR (Adjusted Wallace = 1.00). These findings indicate that VNTR-based grouping can efficiently prioritize isolates for WGS-based molecular epidemiological surveillance in routine public health settings.
{"title":"Molecular epidemiology of Mycobacterium tuberculosis based on core-genome single nucleotide variant analysis and evaluation of variable-number tandem-repeat typing in Kanagawa, Japan","authors":"Naoki Nakajima, Eriko Mitani, Aya Okamura","doi":"10.1016/j.meegid.2025.105870","DOIUrl":"10.1016/j.meegid.2025.105870","url":null,"abstract":"<div><div>Studies applying whole-genome sequencing to <em>Mycobacterium tuberculosis</em> in Japan remain limited, particularly in non-urban regions. In this study, we analyzed 734 isolates collected between 2013 and 2025 in the central and western region of Kanagawa Prefecture using core-genome single nucleotide variant (cgSNV) analyses, including lineage classification and cluster detection, to elucidate transmission dynamics. Elderly patients accounted for 65.3 % of cases and were significantly enriched for the ancient sublineages L2.2.A and L4.9, both of which exhibited longer terminal branch lengths (TBLs), suggesting reactivation. In contrast, the modern Beijing sublineages L2.2.M2.2 and L2.2.M4 were enriched among younger patients and showed shorter TBLs, consistent with recent transmission. Lineage-based cgSNV analysis identified 39 clusters across 20 lineages, indicating intergenerational transmission. Separately, four clusters within the M strain reflected sustained transmission of this genotype. The presence of mixed cgSNV clusters involving Japan-born and foreign-born patients further extends nationwide observations and highlights the importance of continued genomic surveillance of imported lineages. To inform local TB control programs, we evaluated whether cgSNV analyses performed within variable-number tandem repeat (VNTR)-defined clusters could serve as a prescreening approach for identifying transmission clusters. This approach successfully captured all cgSNV clusters defined at ≤5 SNVs and demonstrated complete directional congruence from cgSNV to VNTR (Adjusted Wallace = 1.00). These findings indicate that VNTR-based grouping can efficiently prioritize isolates for WGS-based molecular epidemiological surveillance in routine public health settings.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"137 ","pages":"Article 105870"},"PeriodicalIF":2.6,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145846861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-31DOI: 10.1016/j.meegid.2025.105871
Ahmed Saif , Pratisthita Baruah , Jawahir Marzouq Alghamdi , Rudraangsh Acharyya , Yee Ling Lau , Jin-Hee Han , Md Atique Ahmed
The emergence of Plasmodium knowlesi malaria in Southeast Asia, particularly Malaysia, necessitates effective interventions. However, high polymorphism often limits the utility of key merozoite surface proteins (MSPs) as viable vaccine candidates. Pk32, a predicted glycosylphosphatidylinositol (GPI)-anchored protein in P. knowlesi, shares homology with the relatively conserved Plasmodium vivax Pv32, suggesting it may be a promising vaccine candidate. We analyzed the genetic diversity, polymorphism, and signatures of natural selection and 3-D structure using 39 full-length Pk32 sequences, primarily from Malaysian Borneo. Sequence analysis showed low nucleotide diversity (π = 0.0061) and limited polymorphism. Phylogenetic analysis indicated no geographical clustering. Natural selection tests; codon-based Z-test, tajima's D, codon-based site-by-site analysis (FEL, MEME, FUBAR, SLAC) provided strong evidence of purifying selection acting on Pk32, suggesting functional constraint alongside population expansion. In silico B-cell epitope prediction identified three common epitomes. Crucially, two epitopes (145PKERES150 and 167DIGKKQNS174) were conserved in all sequences. Mapping these conserved epitopes onto the predicted and refined 3D structure of Pk32 highlights specific stable targets. The observed combination of limited genetic variation and the presence of stable, conserved B-cell epitopes strongly suggests that Pk32 is a compelling candidate for inclusion in a blood-stage vaccine against P. knowlesi.
{"title":"In silico profiling of the plasmodium knowlesi 32 kDa antigen: Diversity, epitope prediction, and structural modeling","authors":"Ahmed Saif , Pratisthita Baruah , Jawahir Marzouq Alghamdi , Rudraangsh Acharyya , Yee Ling Lau , Jin-Hee Han , Md Atique Ahmed","doi":"10.1016/j.meegid.2025.105871","DOIUrl":"10.1016/j.meegid.2025.105871","url":null,"abstract":"<div><div>The emergence of <em>Plasmodium knowlesi</em> malaria in Southeast Asia, particularly Malaysia, necessitates effective interventions. However, high polymorphism often limits the utility of key merozoite surface proteins (MSPs) as viable vaccine candidates<em>. Pk32</em>, a predicted glycosylphosphatidylinositol (GPI)-anchored protein in <em>P. knowlesi</em>, shares homology with the relatively conserved <em>Plasmodium vivax</em> Pv32, suggesting it may be a promising vaccine candidate. We analyzed the genetic diversity, polymorphism, and signatures of natural selection and 3-D structure using 39 full-length <em>Pk32</em> sequences, primarily from Malaysian Borneo. Sequence analysis showed low nucleotide diversity (π = 0.0061) and limited polymorphism. Phylogenetic analysis indicated no geographical clustering. Natural selection tests; codon-based <em>Z</em>-test, tajima's D, codon-based site-by-site analysis (FEL, MEME, FUBAR, SLAC) provided strong evidence of purifying selection acting on <em>Pk32</em>, suggesting functional constraint alongside population expansion. In silico B-cell epitope prediction identified three common epitomes. Crucially, two epitopes (145PKERES150 and 167DIGKKQNS174) were conserved in all sequences. Mapping these conserved epitopes onto the predicted and refined 3D structure of <em>Pk32</em> highlights specific stable targets. The observed combination of limited genetic variation and the presence of stable, conserved B-cell epitopes strongly suggests that <em>Pk32</em> is a compelling candidate for inclusion in a blood-stage vaccine against <em>P. knowlesi</em>.</div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"138 ","pages":"Article 105871"},"PeriodicalIF":2.6,"publicationDate":"2025-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145893154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-30DOI: 10.1016/j.meegid.2025.105872
Charitha B. Balakrishna , Tridib Kumar Rajkhowa , Kiran Jayappa , Guillermo R. Risatti
African swine fever (ASF) and porcine reproductive and respiratory syndrome (PRRS) are two of the most devastating and economically important transboundary diseases of pig. The current epidemic-to-pandemic situation of ASF and the unavailability of broadly effective vaccine against PRRS raise the possibility of these highly pathogenic viruses circulating simultaneously in the same pig population. This study is reporting natural occurrence of syndemic infections of ASF and PRRS in pig population of Mizoram, India. The syndemic infections resulted in high mortality in the affected crossbred pigs, while the indigenous Zovawk pigs revealed some degree of tolerance. The symbiosis between the two viruses resulted in extensive tissue damage in wider range of body systems with multiple organ failure leading to more severe acute disease. The absolute quantification of both the viruses in various organs revealed distinct tissue tropism and suggested shifting of ASFV tissue tropism towards lungs tissues in the naturally occurring syndemic infection of PRRSV and ASFV. The phylogenetic analysis based on the B646L gene of ASFV and the ORF7 gene of PRRSV identified the circulating strains in genotype II ASFV and lineage 8 of PRRSV 2. Our findings underscore the complexity of co-infections in natural cases and emphasize the importance of integrated diagnostics and targeted disease management strategies for the swine population to combat this emerging situation.
{"title":"Natural syndemic infection between African swine fever virus (ASFV) and porcine reproductive and respiratory syndrome virus (PRRSV) leads to shifting of ASFV tissue tropism to lungs with exacerbated presentation of the disease","authors":"Charitha B. Balakrishna , Tridib Kumar Rajkhowa , Kiran Jayappa , Guillermo R. Risatti","doi":"10.1016/j.meegid.2025.105872","DOIUrl":"10.1016/j.meegid.2025.105872","url":null,"abstract":"<div><div>African swine fever (ASF) and porcine reproductive and respiratory syndrome (PRRS) are two of the most devastating and economically important transboundary diseases of pig. The current epidemic-to-pandemic situation of ASF and the unavailability of broadly effective vaccine against PRRS raise the possibility of these highly pathogenic viruses circulating simultaneously in the same pig population. This study is reporting natural occurrence of syndemic infections of ASF and PRRS in pig population of Mizoram, India. The syndemic infections resulted in high mortality in the affected crossbred pigs, while the indigenous Zovawk pigs revealed some degree of tolerance. The symbiosis between the two viruses resulted in extensive tissue damage in wider range of body systems with multiple organ failure leading to more severe acute disease. The absolute quantification of both the viruses in various organs revealed distinct tissue tropism and suggested shifting of ASFV tissue tropism towards lungs tissues in the naturally occurring syndemic infection of PRRSV and ASFV. The phylogenetic analysis based on the <em>B646L</em> gene of ASFV and the <em>ORF7</em> gene of PRRSV identified the circulating strains in genotype II ASFV and lineage 8 of PRRSV 2. Our findings underscore the complexity of co-infections in natural cases and emphasize the importance of integrated diagnostics and targeted disease management strategies for the swine population to combat this emerging situation<strong>.</strong></div></div>","PeriodicalId":54986,"journal":{"name":"Infection Genetics and Evolution","volume":"138 ","pages":"Article 105872"},"PeriodicalIF":2.6,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145890389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}