Inès Vergez, Magloire Pandoua Nekoua, Gustav Arbrandt, Jacob Westman, Enagnon Kazali Alidjinou, Didier Hober
Macrophages are suspected to be involved in the pathogenesis of type 1 diabetes. The role of macrophages in the transmission of coxsackievirus B4 (CVB4) to pancreatic cells and in the alteration of these cells was investigated. Human monocytes isolated from peripheral blood were differentiated into macrophages with M-CSF (M-CSF macrophages) or GM-CSF (GM-CSF macrophages). M-CSF macrophages were inoculated with CVB4. M-CSF and GM-CSF macrophages were activated with lipopolysaccharide and interferon (IFN)-γ. Human pancreatic beta cells 1.1B4 were inoculated with CVB4 derived from M-CSF macrophages or were cocultured with CVB4-infected M-CSF macrophages. The antiviral activity of synthetic molecules in macrophage cultures was evaluated. Activated macrophages were cocultured with CVB4-persistently infected 1.1B4 cells, and the specific lysis of these cells was determined. Our study shows that CVB4 can infect M-CSF macrophages, leading to the release of interleukin-6 and tumor necrosis factor-α and later IFN-α. M-CSF macrophage-derived CVB4 can infect 1.1B4 cells, which were then altered; however, when these cells were cultured in medium containing agarose, cell layers were not altered. Fluoxetine and CUR-N373 can inhibit CVB4 replication in macrophage cultures. Supernatants of activated M-CSF and GM-CSF macrophage cultures induced lysis of CVB4-persistently infected 1.1B4 cells. The cytolytic activity of activated GM-CSF macrophages was higher towards CVB4-persistently infected 1.1B4 cells than mock-infected 1.1B4 cells. In conclusion, macrophages may play a role in CVB4 infection of pancreatic cells, and are capable of inducing lysis of infected pancreatic cells.
{"title":"Macrophages can transmit coxsackievirus B4 to pancreatic cells and can impair these cells","authors":"Inès Vergez, Magloire Pandoua Nekoua, Gustav Arbrandt, Jacob Westman, Enagnon Kazali Alidjinou, Didier Hober","doi":"10.1002/jmv.70009","DOIUrl":"https://doi.org/10.1002/jmv.70009","url":null,"abstract":"<p>Macrophages are suspected to be involved in the pathogenesis of type 1 diabetes. The role of macrophages in the transmission of coxsackievirus B4 (CVB4) to pancreatic cells and in the alteration of these cells was investigated. Human monocytes isolated from peripheral blood were differentiated into macrophages with M-CSF (M-CSF macrophages) or GM-CSF (GM-CSF macrophages). M-CSF macrophages were inoculated with CVB4. M-CSF and GM-CSF macrophages were activated with lipopolysaccharide and interferon (IFN)-γ. Human pancreatic beta cells 1.1B4 were inoculated with CVB4 derived from M-CSF macrophages or were cocultured with CVB4-infected M-CSF macrophages. The antiviral activity of synthetic molecules in macrophage cultures was evaluated. Activated macrophages were cocultured with CVB4-persistently infected 1.1B4 cells, and the specific lysis of these cells was determined. Our study shows that CVB4 can infect M-CSF macrophages, leading to the release of interleukin-6 and tumor necrosis factor-α and later IFN-α. M-CSF macrophage-derived CVB4 can infect 1.1B4 cells, which were then altered; however, when these cells were cultured in medium containing agarose, cell layers were not altered. Fluoxetine and CUR-N373 can inhibit CVB4 replication in macrophage cultures. Supernatants of activated M-CSF and GM-CSF macrophage cultures induced lysis of CVB4-persistently infected 1.1B4 cells. The cytolytic activity of activated GM-CSF macrophages was higher towards CVB4-persistently infected 1.1B4 cells than mock-infected 1.1B4 cells. In conclusion, macrophages may play a role in CVB4 infection of pancreatic cells, and are capable of inducing lysis of infected pancreatic cells.</p>","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jmv.70009","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jean-Luc Prétet, Alice Baraquin, Pui Yan Jenny Chung, Line Puget, Sharonjit K. Dhillon, Yuliya Tkachenka, Killian Jacquot, Quentin Lepiller, Davy Vanden Broeck, Marc Arbyn
Cervical cancer screening is a cornerstone of cervical cancer elimination. Detection of high-risk human papillomavirus (hrHPV) is recommended as the first step in screening provided that the assay used has been adequately validated. The Sansure® Human Papillomavirus DNA Diagnostic Kit is a new assay designed to detect HPV16, HPV18 and 13 other HPV in aggregate. The study aimed to evaluate the intra- and interlaboratory reproducibility of the assay according to international guidelines. Five hundred and fifty cervical residual cell samples from women attending cervical cancer screening were selected from the biobank of the HPV National Reference Centre in Belgium and used in this study. After DNA extraction, HPV was tested using the Sansure® Human Papillomavirus DNA Diagnostic Kit. The lower 95% confidence limit around the general reproducibility of this assay should be greater than or equal to 87%, with κ ≥ 0.50. Five hundred and thirty-three samples had valid results. The Sansure® Human Papillomavirus DNA Diagnostic Kit demonstrated an excellent intra-laboratory reproducibility of 93.8% (95% confidence interval [CI]: 91.4–95.7, κ = 0.85). The interlaboratory reproducibility was 93.4 (95% CI: 91.0–95.4, κ = 0.84). Intra and interlaboratory reproducibility were also excellent at the genotype level. Excluding HPV53 single infection samples from the analyses also resulted in excellent agreement. These data show that the Sansure® Human Papillomavirus DNA Diagnostic Kit is highly reproducible.
宫颈癌筛查是消除宫颈癌的基石。建议将检测高危人乳头瘤病毒(hrHPV)作为筛查的第一步,但所用的检测方法必须经过充分验证。Sansure® 人乳头瘤病毒 DNA 诊断试剂盒是一种新的检测方法,设计用于检测 HPV16、HPV18 和其他 13 种 HPV。该研究旨在根据国际准则评估该检测方法在实验室内和实验室间的重现性。本研究从比利时 HPV 国家参考中心的生物库中选取了 5500 份宫颈癌筛查妇女的宫颈残留细胞样本。提取 DNA 后,使用 Sansure® 人类乳头瘤病毒 DNA 诊断试剂盒检测 HPV。该检测方法一般重现性的 95% 置信下限应大于或等于 87%,κ ≥ 0.50。533 份样本结果有效。Sansure® 人类乳头瘤病毒 DNA 诊断试剂盒的实验室内重现性非常好,达到 93.8%(95% 置信区间 [CI]:91.4-95.7,κ = 0.85)。实验室间重现性为 93.4(95% 置信区间:91.0-95.4,κ = 0.84)。在基因型水平上,实验室内和实验室间的重现性也非常好。将 HPV53 单次感染样本排除在分析之外也能获得极佳的一致性。这些数据表明,Sansure® 人乳头瘤病毒 DNA 诊断试剂盒具有很高的重现性。
{"title":"The Sansure® Human Papillomavirus DNA Diagnostic Kit offers excellent reproducibility performance for the detection of high-risk HPV","authors":"Jean-Luc Prétet, Alice Baraquin, Pui Yan Jenny Chung, Line Puget, Sharonjit K. Dhillon, Yuliya Tkachenka, Killian Jacquot, Quentin Lepiller, Davy Vanden Broeck, Marc Arbyn","doi":"10.1002/jmv.29961","DOIUrl":"https://doi.org/10.1002/jmv.29961","url":null,"abstract":"<p>Cervical cancer screening is a cornerstone of cervical cancer elimination. Detection of high-risk human papillomavirus (hrHPV) is recommended as the first step in screening provided that the assay used has been adequately validated. The Sansure® Human Papillomavirus DNA Diagnostic Kit is a new assay designed to detect HPV16, HPV18 and 13 other HPV in aggregate. The study aimed to evaluate the intra- and interlaboratory reproducibility of the assay according to international guidelines. Five hundred and fifty cervical residual cell samples from women attending cervical cancer screening were selected from the biobank of the HPV National Reference Centre in Belgium and used in this study. After DNA extraction, HPV was tested using the Sansure® Human Papillomavirus DNA Diagnostic Kit. The lower 95% confidence limit around the general reproducibility of this assay should be greater than or equal to 87%, with <i>κ</i> ≥ 0.50. Five hundred and thirty-three samples had valid results. The Sansure® Human Papillomavirus DNA Diagnostic Kit demonstrated an excellent intra-laboratory reproducibility of 93.8% (95% confidence interval [CI]: 91.4–95.7, <i>κ</i> = 0.85). The interlaboratory reproducibility was 93.4 (95% CI: 91.0–95.4, <i>κ</i> = 0.84). Intra and interlaboratory reproducibility were also excellent at the genotype level. Excluding HPV53 single infection samples from the analyses also resulted in excellent agreement. These data show that the Sansure® Human Papillomavirus DNA Diagnostic Kit is highly reproducible.</p>","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jmv.29961","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142451188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Giorgia Carullo, Sara Uceda Renteria, Ludovica Basili, Davide Marinello, Giorgia Di Stefano, Irene Mondini, Maíra Casalechi, Mattia Volpi, Stefania Noli, Antonia Valzano, Annapaola Callegaro, Paolo Vercellini, Edgardo Somigliana, Marco Reschini, Paola Viganò
Infertility, affecting approximately 16% of the global population, has led to increased reliance on reproductive medicine. The impact of human papillomavirus (HPV) infection in one or both partners on outcomes of Assisted Reproduction Technologies (ART) remains unclear. This prospective cohort study aimed to evaluate prevalence and effects of HPV infection in subjects and couples candidates to ART. A total of n = 510 men and n = 246 women were included and n = 145 couples (n = 290 individuals) had both partners enrolled in the study. The HPV semen infection rate was 17% (95% CI: 14–20) with HPV-42, HPV-16, HPV-53 and HPV-51 as the most frequently detected genotypes. In women, 26% (95% CI: 21–32) tested HPV-positive in cervical swabs. In 6% (95% CI: 3–11) of the couples, both partners were positive but only three couples shared the same genotypes (HPV-16; HPV-39, HPV-51, and HPV-42; HPV-31). Follicular fluids were positive in 20% (95% CI: 11–33) of samples, showing genotype discrepancies with cervical tests. Semen treatment could not completely eliminate the virus in positive samples but reduced the positivity to one-third. No significant differences in semen and embryological variables, clinical pregnancy and live birth rates, neonatal and obstetrics outcomes were observed in subjects with positivity in semen or cervix compared to respective negative groups. Cumulative live birth rates per oocyte retrieval in couples where both partners were negative or both were positive did not differ, being 37% (95% CI: 28%–47%) and 44% (95% CI: 19–73), respectively. In conclusion, HPV testing should not be considered a prerequisite for accessing ART treatments. Robust inferences for natural fertility cannot be made using our findings, as the ART setting does not fully reflect natural conditions.
{"title":"Male and female human papilloma virus infection and assisted reproductive technology outcomes: A comprehensive assessment from prevalence in semen to obstetric outcomes","authors":"Giorgia Carullo, Sara Uceda Renteria, Ludovica Basili, Davide Marinello, Giorgia Di Stefano, Irene Mondini, Maíra Casalechi, Mattia Volpi, Stefania Noli, Antonia Valzano, Annapaola Callegaro, Paolo Vercellini, Edgardo Somigliana, Marco Reschini, Paola Viganò","doi":"10.1002/jmv.70011","DOIUrl":"https://doi.org/10.1002/jmv.70011","url":null,"abstract":"<p>Infertility, affecting approximately 16% of the global population, has led to increased reliance on reproductive medicine. The impact of human papillomavirus (HPV) infection in one or both partners on outcomes of Assisted Reproduction Technologies (ART) remains unclear. This prospective cohort study aimed to evaluate prevalence and effects of HPV infection in subjects and couples candidates to ART. A total of <i>n</i> = 510 men and <i>n</i> = 246 women were included and <i>n</i> = 145 couples (<i>n</i> = 290 individuals) had both partners enrolled in the study. The HPV semen infection rate was 17% (95% CI: 14–20) with HPV-42, HPV-16, HPV-53 and HPV-51 as the most frequently detected genotypes. In women, 26% (95% CI: 21–32) tested HPV-positive in cervical swabs. In 6% (95% CI: 3–11) of the couples, both partners were positive but only three couples shared the same genotypes (HPV-16; HPV-39, HPV-51, and HPV-42; HPV-31). Follicular fluids were positive in 20% (95% CI: 11–33) of samples, showing genotype discrepancies with cervical tests. Semen treatment could not completely eliminate the virus in positive samples but reduced the positivity to one-third. No significant differences in semen and embryological variables, clinical pregnancy and live birth rates, neonatal and obstetrics outcomes were observed in subjects with positivity in semen or cervix compared to respective negative groups. Cumulative live birth rates per oocyte retrieval in couples where both partners were negative or both were positive did not differ, being 37% (95% CI: 28%–47%) and 44% (95% CI: 19–73), respectively. In conclusion, HPV testing should not be considered a prerequisite for accessing ART treatments. Robust inferences for natural fertility cannot be made using our findings, as the ART setting does not fully reflect natural conditions.</p>","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jmv.70011","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nasim Izadi, Johana Strmiskova, Milan Anton, Jitka Hausnerova, Martin Bartosik
Human papillomaviruses (HPVs) represent a diverse group of double-stranded DNA viruses associated with various types of cancers, notably cervical cancer. High-risk types of HPVs exhibit their oncogenic potential through the integration of their DNA into the host genome. This integration event contributes significantly to genomic instability and the progression of malignancy. However, traditional detection methods, such as immunohistochemistry or PCR-based assays, face inherent challenges, and thus alternative tools are being developed to fasten and simplify the analysis. Our study introduces an innovative biosensing platform that combines loop-mediated amplification with electrochemical (EC) analysis for the specific detection of HPV16 integration. By targeting key elements like the E7 mRNA, a central player in HPV integration, and the E2 viral gene transcript lost upon integration, we show clear distinction between episomal and integrated forms of HPV16. Our EC data confirmed higher E7 expression in HPV16-positive cell lines having integrated forms of viral genome, while E2 expression was diminished in cells with fully integrated genomes. Moreover, we revealed distinct expression patterns in cervical tissue of patients, correlating well with digital droplet PCR, qRT-PCR, or immunohistochemical staining. Our platform thus offers insights into HPV integration in clinical samples and facilitates further advancements in cervical cancer research and diagnostics.
{"title":"LAMP-based electrochemical platform for monitoring HPV genome integration at the mRNA level associated with higher risk of cervical cancer progression","authors":"Nasim Izadi, Johana Strmiskova, Milan Anton, Jitka Hausnerova, Martin Bartosik","doi":"10.1002/jmv.70008","DOIUrl":"https://doi.org/10.1002/jmv.70008","url":null,"abstract":"<p>Human papillomaviruses (HPVs) represent a diverse group of double-stranded DNA viruses associated with various types of cancers, notably cervical cancer. High-risk types of HPVs exhibit their oncogenic potential through the integration of their DNA into the host genome. This integration event contributes significantly to genomic instability and the progression of malignancy. However, traditional detection methods, such as immunohistochemistry or PCR-based assays, face inherent challenges, and thus alternative tools are being developed to fasten and simplify the analysis. Our study introduces an innovative biosensing platform that combines loop-mediated amplification with electrochemical (EC) analysis for the specific detection of HPV16 integration. By targeting key elements like the E7 mRNA, a central player in HPV integration, and the E2 viral gene transcript lost upon integration, we show clear distinction between episomal and integrated forms of HPV16. Our EC data confirmed higher E7 expression in HPV16-positive cell lines having integrated forms of viral genome, while E2 expression was diminished in cells with fully integrated genomes. Moreover, we revealed distinct expression patterns in cervical tissue of patients, correlating well with digital droplet PCR, qRT-PCR, or immunohistochemical staining. Our platform thus offers insights into HPV integration in clinical samples and facilitates further advancements in cervical cancer research and diagnostics.</p>","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jmv.70008","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rotavirus A (RVA) is the main cause of acute gastroenteritis among children under the age of five globally. The unusual bat-like human RVA strains G3P[10] (RVA/Human-wt/THA/CMH079/05/2005/G3P[10] and RVA/Human-wt/THA/CMH-S015-19/2019/G3P[10]) were detected in children with acute gastroenteritis in 2005 and 2019, respectively, in the same geographical area of Northern Thailand. To elucidate the genetic backgrounds of these unusual or bat-like human RVA strains, the complete genome of these RVA strains was sequenced and phylogenetically analyzed. All eleven genome segments of these G3P[10] strains were genotyped as G3-P[10]-I8-R3-C3-M3-A9-N3-T3-E3-H6, which is closely related to bat G3P[10] RVA strain (RVA/Bat-tc/CHN/MYAS33/2013/G3P[10]) and bat-like human RVA strain (RVA/Human-wt/THA/MS2015-1-0001/2015/G3P[10]). The findings indicate that human G3P[10] RVA strains detected in this study (RVA/Human-wt/THA/CMH079/05/2005/G3P[10] and RVA/Human-wt/THA/CMH-S015-19/2019/G3P[10]) contained all eleven genome segments similar to those of bat RVA strains and appeared to be human RVA strains of bat origin. Phylogenetic analysis revealed that several genome segments of these two RVA strains were also closely related with those of other species in addition to bats and had a zoonotic transmission history. The results of this study supported the roles of interspecies transmission of RVA strains among bats and humans in the natural environment and provided convincing evidence that the evolution of human RVAs was closely interrelated with those of animal RVAs. Continuing surveillance of RVAs in humans and animals is imperative to gain a better understanding of the origin and the evolution of these viruses.
{"title":"Unusual G3P[10] bat-like rotavirus strains detected in children with acute gastroenteritis in Thailand","authors":"Nutthawadee Jampanil, Kattareeya Kumthip, Arpaporn Yodmeeklin, Ratana Tacharoenmuang, Yuki Akari, Satoshi Komoto, Shoko Okitsu, Hiroshi Ushijima, Niwat Maneekarn, Pattara Khamrin","doi":"10.1002/jmv.70014","DOIUrl":"https://doi.org/10.1002/jmv.70014","url":null,"abstract":"<p>Rotavirus A (RVA) is the main cause of acute gastroenteritis among children under the age of five globally. The unusual bat-like human RVA strains G3P[10] (RVA/Human-wt/THA/CMH079/05/2005/G3P[10] and RVA/Human-wt/THA/CMH-S015-19/2019/G3P[10]) were detected in children with acute gastroenteritis in 2005 and 2019, respectively, in the same geographical area of Northern Thailand. To elucidate the genetic backgrounds of these unusual or bat-like human RVA strains, the complete genome of these RVA strains was sequenced and phylogenetically analyzed. All eleven genome segments of these G3P[10] strains were genotyped as G3-P[10]-I8-R3-C3-M3-A9-N3-T3-E3-H6, which is closely related to bat G3P[10] RVA strain (RVA/Bat-tc/CHN/MYAS33/2013/G3P[10]) and bat-like human RVA strain (RVA/Human-wt/THA/MS2015-1-0001/2015/G3P[10]). The findings indicate that human G3P[10] RVA strains detected in this study (RVA/Human-wt/THA/CMH079/05/2005/G3P[10] and RVA/Human-wt/THA/CMH-S015-19/2019/G3P[10]) contained all eleven genome segments similar to those of bat RVA strains and appeared to be human RVA strains of bat origin. Phylogenetic analysis revealed that several genome segments of these two RVA strains were also closely related with those of other species in addition to bats and had a zoonotic transmission history. The results of this study supported the roles of interspecies transmission of RVA strains among bats and humans in the natural environment and provided convincing evidence that the evolution of human RVAs was closely interrelated with those of animal RVAs. Continuing surveillance of RVAs in humans and animals is imperative to gain a better understanding of the origin and the evolution of these viruses.</p>","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142451227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhang Lu, Tian Pu, Li Boning, Xu Ling, Qiu Lihua, Bi Zhaori, Chen Limei, Sui Long
<p>The concordance rate between conization and colposcopy-directed biopsy (CDB) proven cervical high-grade squamous intraepithelial lesion (HSIL) were 64−85%. We aimed to identify the risk factors associated with pathological upgrading or downgrading after conization in patients with cervical HSIL and to provide risk-stratified management based on a machine learning predictive model.</p><p>This retrospective study included patients who visited the Obstetrics and Gynecology Hospital of Fudan University from January 1 to December 31, 2019, were diagnosed with cervical HSIL by CDB, and subsequently underwent conization. A wide variety of data were collected from the medical records, including demographic data, laboratory findings, colposcopy descriptions, and pathological results. The patients were categorized into three groups according to their postconization pathological results: low-grade squamous intraepithelial lesion (LSIL) or below (downgrading group), HSIL (HSIL group), and cervical cancer (upgrading group). Univariate and multivariate analyses were performed to identify the independent risk factors for pathological changes in patients with cervical HSIL. Machine learning prediction models were established, evaluated, and subsequently verified using external testing data.</p><p>In total, 1585 patients were included, of whom 65 (4.1%) were upgraded to cervical cancer after conization, 1147 (72.4%) remained having HSIL, and 373 (23.5%) were downgraded to LSIL or below. Multivariate analysis showed a 2% decrease in the incidence of pathological downgrade for each additional year of age and a 1% increase in lesion size. Patients with cytology > LSIL (odds ratio [OR] = 0.33; 95% confidence interval [CI], 0.21–0.52), human papillomavirus (HPV) infection (OR = 0.33; 95% CI, 0.14–0.81), HPV 33 infection (OR = 0.37; 95% CI, 0.18–0.78), coarse punctate vessels on colposcopy examination (OR = 0.14; 95% CI, 0.06–0.32), HSIL lesions in the endocervical canal (OR = 0.48; 95% CI, 0.30–0.76), and HSIL impression (OR = 0.02; 95% CI, 0.01–0.03) were less likely to experience pathological downgrading after conization than their counterparts. The independent risk factors for pathological upgrading to cervical cancer after conization included the following: age (OR = 1.08; 95% CI, 1.04–1.12), HPV 16 infection (OR = 4.07; 95% CI, 1.70–9.78), the presence of coarse punctate vessels during colposcopy examination (OR = 2.21; 95% CI, 1.08–4.50), atypical vessels (OR = 6.87; 95% CI, 2.81–16.83), and HSIL lesions in the endocervical canal (OR = 2.91; 95% CI, 1.46–5.77). Among the six machine learning prediction models, the back propagation (BP) neural network model demonstrated the highest and most uniform predictive performance in the downgrading, HSIL, and upgrading groups, with areas under the curve (AUCs) of 0.90, 0.84, and 0.69; sensitivities of 0.74, 0.84, and 0.42; specificities of 0.90, 0.71, and 0.95; and accuracies of 0.74, 0.84, and 0.95, respectively. I
{"title":"Risk-stratified management of cervical high-grade squamous intraepithelial lesion based on machine learning","authors":"Zhang Lu, Tian Pu, Li Boning, Xu Ling, Qiu Lihua, Bi Zhaori, Chen Limei, Sui Long","doi":"10.1002/jmv.70016","DOIUrl":"https://doi.org/10.1002/jmv.70016","url":null,"abstract":"<p>The concordance rate between conization and colposcopy-directed biopsy (CDB) proven cervical high-grade squamous intraepithelial lesion (HSIL) were 64−85%. We aimed to identify the risk factors associated with pathological upgrading or downgrading after conization in patients with cervical HSIL and to provide risk-stratified management based on a machine learning predictive model.</p><p>This retrospective study included patients who visited the Obstetrics and Gynecology Hospital of Fudan University from January 1 to December 31, 2019, were diagnosed with cervical HSIL by CDB, and subsequently underwent conization. A wide variety of data were collected from the medical records, including demographic data, laboratory findings, colposcopy descriptions, and pathological results. The patients were categorized into three groups according to their postconization pathological results: low-grade squamous intraepithelial lesion (LSIL) or below (downgrading group), HSIL (HSIL group), and cervical cancer (upgrading group). Univariate and multivariate analyses were performed to identify the independent risk factors for pathological changes in patients with cervical HSIL. Machine learning prediction models were established, evaluated, and subsequently verified using external testing data.</p><p>In total, 1585 patients were included, of whom 65 (4.1%) were upgraded to cervical cancer after conization, 1147 (72.4%) remained having HSIL, and 373 (23.5%) were downgraded to LSIL or below. Multivariate analysis showed a 2% decrease in the incidence of pathological downgrade for each additional year of age and a 1% increase in lesion size. Patients with cytology > LSIL (odds ratio [OR] = 0.33; 95% confidence interval [CI], 0.21–0.52), human papillomavirus (HPV) infection (OR = 0.33; 95% CI, 0.14–0.81), HPV 33 infection (OR = 0.37; 95% CI, 0.18–0.78), coarse punctate vessels on colposcopy examination (OR = 0.14; 95% CI, 0.06–0.32), HSIL lesions in the endocervical canal (OR = 0.48; 95% CI, 0.30–0.76), and HSIL impression (OR = 0.02; 95% CI, 0.01–0.03) were less likely to experience pathological downgrading after conization than their counterparts. The independent risk factors for pathological upgrading to cervical cancer after conization included the following: age (OR = 1.08; 95% CI, 1.04–1.12), HPV 16 infection (OR = 4.07; 95% CI, 1.70–9.78), the presence of coarse punctate vessels during colposcopy examination (OR = 2.21; 95% CI, 1.08–4.50), atypical vessels (OR = 6.87; 95% CI, 2.81–16.83), and HSIL lesions in the endocervical canal (OR = 2.91; 95% CI, 1.46–5.77). Among the six machine learning prediction models, the back propagation (BP) neural network model demonstrated the highest and most uniform predictive performance in the downgrading, HSIL, and upgrading groups, with areas under the curve (AUCs) of 0.90, 0.84, and 0.69; sensitivities of 0.74, 0.84, and 0.42; specificities of 0.90, 0.71, and 0.95; and accuracies of 0.74, 0.84, and 0.95, respectively. I","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jmv.70016","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142447462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alberto Rizzo, M. Mendola, F. Salari, Alessandra Lombardi, M. Longo, Andrea Giacomelli, P. Carrer, Maria Rita Gismondo
{"title":"Estimating the proportion of health care workers susceptible to measles infection in a large university hospital in Milan, Italy, 2019−2023","authors":"Alberto Rizzo, M. Mendola, F. Salari, Alessandra Lombardi, M. Longo, Andrea Giacomelli, P. Carrer, Maria Rita Gismondo","doi":"10.1002/jmv.70015","DOIUrl":"https://doi.org/10.1002/jmv.70015","url":null,"abstract":"","PeriodicalId":16354,"journal":{"name":"Journal of Medical Virology","volume":"96 10","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142439075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}