Pub Date : 2026-01-21DOI: 10.1016/j.modpat.2026.100964
Ruihe Lin, John M Gross, Deyin Xing, Pedram Argani, Tamara Lotan, Alan K Meeker, Ezra Baraban
A subset of perivascular epithelioid cell neoplasms (PEComas) is histologically malignant and at high risk for metastasis, and there is limited literature available on the genetic features of these lesions. In addition to driver alterations in the TSC/mTOR pathway or TFE3 fusions, recurrent ATRX mutations have been identified in malignant PEComas. ATRX mutations have been tightly associated with the Alternative Lengthening of Telomeres (ALT) phenotype in a variety of other tumor types. Whether malignant PEComas - regardless of ATRX mutational status - harbor the ALT phenotype has not been characterized. We conducted immunohistochemistry (IHC), next-generation sequencing (NGS), and telomere-specific fluorescence in situ hybridization (FISH) on a cohort of 32 malignant PEComas to evaluate for the ALT phenotype and to correlate with underlying genomic features. TSC1/2/mTOR/RICTOR mutations or TFE3 translocations were detected in 16/31 cases (52%) by NGS. Recurrent ATRX alterations were identified in 10 cases (32%). Sixteen cases underwent ALT FISH, 8 of which harbored ATRX alterations by NGS and/or ATRX loss by IHC, and 8 cases without detectable ATRX alterations by NGS or loss by IHC. 12 of these 16 cases demonstrated the ALT phenotype by FISH (75%). All 8 cases with ATRX mutations were ALT positive by FISH (100%). In 8 cases without ATRX alterations by NGS, 4 cases demonstrated ALT by FISH (50%). Of these 4 ALT-positive cases lacking ATRX genomic alterations, IHC revealed ATRX protein loss in 1 case. Overall, ATRX alterations were identified in 75% of ALT-positive tumors. Our study provides the first correlation between ALT and genomic features of malignant PEComas, demonstrating that ATRX alterations invariably predict ALT, but that a subset of tumors without mutations in known ALT suppressor genes also activate ALT. These findings confirm that the association between ATRX alterations and ALT observed in other tumor types applies to PEComas and indicate that in a subset of cases, ALT may be activated by ATRX independent mechanisms.
{"title":"Alternative Lengthening of Telomeres in Malignant PEComas: Correlation with Molecular Features Including ATRX Gene Mutation Status.","authors":"Ruihe Lin, John M Gross, Deyin Xing, Pedram Argani, Tamara Lotan, Alan K Meeker, Ezra Baraban","doi":"10.1016/j.modpat.2026.100964","DOIUrl":"https://doi.org/10.1016/j.modpat.2026.100964","url":null,"abstract":"<p><p>A subset of perivascular epithelioid cell neoplasms (PEComas) is histologically malignant and at high risk for metastasis, and there is limited literature available on the genetic features of these lesions. In addition to driver alterations in the TSC/mTOR pathway or TFE3 fusions, recurrent ATRX mutations have been identified in malignant PEComas. ATRX mutations have been tightly associated with the Alternative Lengthening of Telomeres (ALT) phenotype in a variety of other tumor types. Whether malignant PEComas - regardless of ATRX mutational status - harbor the ALT phenotype has not been characterized. We conducted immunohistochemistry (IHC), next-generation sequencing (NGS), and telomere-specific fluorescence in situ hybridization (FISH) on a cohort of 32 malignant PEComas to evaluate for the ALT phenotype and to correlate with underlying genomic features. TSC1/2/mTOR/RICTOR mutations or TFE3 translocations were detected in 16/31 cases (52%) by NGS. Recurrent ATRX alterations were identified in 10 cases (32%). Sixteen cases underwent ALT FISH, 8 of which harbored ATRX alterations by NGS and/or ATRX loss by IHC, and 8 cases without detectable ATRX alterations by NGS or loss by IHC. 12 of these 16 cases demonstrated the ALT phenotype by FISH (75%). All 8 cases with ATRX mutations were ALT positive by FISH (100%). In 8 cases without ATRX alterations by NGS, 4 cases demonstrated ALT by FISH (50%). Of these 4 ALT-positive cases lacking ATRX genomic alterations, IHC revealed ATRX protein loss in 1 case. Overall, ATRX alterations were identified in 75% of ALT-positive tumors. Our study provides the first correlation between ALT and genomic features of malignant PEComas, demonstrating that ATRX alterations invariably predict ALT, but that a subset of tumors without mutations in known ALT suppressor genes also activate ALT. These findings confirm that the association between ATRX alterations and ALT observed in other tumor types applies to PEComas and indicate that in a subset of cases, ALT may be activated by ATRX independent mechanisms.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100964"},"PeriodicalIF":5.5,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146041105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1016/j.modpat.2026.100962
Brian Nguyen, Madelyn A Gillentine, Candace T Myers, Sofia Bhatia, Jaya Narayanan, Larissa Rogge, Louisa Emery, Jonathan Perkins, Whitney Eng, Anica Wandler, Cate R Paschal, James T Bennett, Nya D Nelson
Vascular anomalies encompass a heterogeneous group of vascular tumors and malformations and are most often caused by singular somatic variants that arise in utero. The presence of multiple variants, including those in at least two different genes (multigenic variants), is rare in these mosaic disorders, and their contribution to histology and phenotype has not been well characterized. We present our molecular and histologic experience with multiple variants in a large cohort of individuals with vascular anomalies and other suspected somatic mosaic disorders. We performed a retrospective review of 1,299 individuals with suspected somatic mosaic disorders who were sequenced at our institution and identified 92 individuals (7%) with at least two clinically reportable variants. Our cohort includes eighteen individuals with multigenic variants with unknown phenotypic implications and thirteen individuals with well described multigenic variants with clear phenotypic significance. For many individuals, the multiple variants had clear clinical implications, including variants that may respond to targeted therapy (n=73) or germline variants (n=33) with surveillance implications for that individual and their immediate relatives. Provided clinical information and available H&E-stained slides (n=37) were reviewed, and lesions were classified according to established guidelines whenever possible. The majority of lesions had histologic features concordant with the observed genetic variants. However, four out of eighteen lesions with multigenic variants with unknown phenotypic implications had unique or unusual histologic features that did not fit into a specific diagnostic category. Our results demonstrate that broad sequencing of vascular anomalies, even in patients with known pathogenic variants, can be useful to identify additional clinically relevant variants which may refine diagnosis, respond to targeted therapy, or reveal a germline disorder that contributes to phenotype and may require increased surveillance.
{"title":"Complex Genetics in Somatic Mosaic Disorders: Evaluating the Rate of Multiple \"Hits\" in Non-Malignant Lesions.","authors":"Brian Nguyen, Madelyn A Gillentine, Candace T Myers, Sofia Bhatia, Jaya Narayanan, Larissa Rogge, Louisa Emery, Jonathan Perkins, Whitney Eng, Anica Wandler, Cate R Paschal, James T Bennett, Nya D Nelson","doi":"10.1016/j.modpat.2026.100962","DOIUrl":"https://doi.org/10.1016/j.modpat.2026.100962","url":null,"abstract":"<p><p>Vascular anomalies encompass a heterogeneous group of vascular tumors and malformations and are most often caused by singular somatic variants that arise in utero. The presence of multiple variants, including those in at least two different genes (multigenic variants), is rare in these mosaic disorders, and their contribution to histology and phenotype has not been well characterized. We present our molecular and histologic experience with multiple variants in a large cohort of individuals with vascular anomalies and other suspected somatic mosaic disorders. We performed a retrospective review of 1,299 individuals with suspected somatic mosaic disorders who were sequenced at our institution and identified 92 individuals (7%) with at least two clinically reportable variants. Our cohort includes eighteen individuals with multigenic variants with unknown phenotypic implications and thirteen individuals with well described multigenic variants with clear phenotypic significance. For many individuals, the multiple variants had clear clinical implications, including variants that may respond to targeted therapy (n=73) or germline variants (n=33) with surveillance implications for that individual and their immediate relatives. Provided clinical information and available H&E-stained slides (n=37) were reviewed, and lesions were classified according to established guidelines whenever possible. The majority of lesions had histologic features concordant with the observed genetic variants. However, four out of eighteen lesions with multigenic variants with unknown phenotypic implications had unique or unusual histologic features that did not fit into a specific diagnostic category. Our results demonstrate that broad sequencing of vascular anomalies, even in patients with known pathogenic variants, can be useful to identify additional clinically relevant variants which may refine diagnosis, respond to targeted therapy, or reveal a germline disorder that contributes to phenotype and may require increased surveillance.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100962"},"PeriodicalIF":5.5,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145989922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-12DOI: 10.1016/j.modpat.2026.100961
Gregor Krings, Gregory R Bean, Elizabeth M Hosfield, J J Rowe, Joseph Geradts, Yunn-Yi Chen
Periductal stromal tumors of the breast (PDST) are rare biphasic neoplasms with morphologic similarities to phyllodes tumors (PT). The histologic spectrum of PDST is broad but has not been well-characterized, and their genetic underpinnings remain unknown. We profiled PDST by targeted next-generation sequencing (NGS) in correlation with their histomorphology, immunophenotype, and clinical characteristics (n=15). All patients were female, including 2 with Li-Fraumeni Syndrome, with a mean age of 48 years. Forty-two percent had synchronous or metachronous PT and/or fibroadenoma. Most PDST expressed CD34 (15/15), SMA (12/14), and at least focal nuclear HMGA2 (8/12) and/or beta-catenin (6/12). High-grade PDST (HGPDST, n=8) were defined by marked nuclear pleomorphism (8/8), and most had high (≥10 mitoses/10 HPF) and/or atypical mitotic activity (7/8) and pleomorphic multinucleated tumor cells (7/8). All HGPDST had p53 (88%, 7/8) and/or Rb/CDKN2A (75%, 6/8) alterations by NGS or immunohistochemistry. p53 aberrations correlated with the presence of pleomorphic multinucleated tumor cells. Both Li-Fraumeni Syndrome patients had HGPDST with loss-of-heterozygosity of the germline TP53 variant. Other altered genes in HGPDST included EGFR (25%, 2/8), NF1 (25%, 2/8), TERT promoter, PIK3CA, CDKN2A/B, LZTR1, KMT2B, and ARID2 (1 case each). Low-grade PDST (LGPDST), which lacked marked pleomorphism, high mitotic activity, or atypical mitoses (n=7), had simpler genomes than HGPDST and lacked bona fide cancer gene alterations, with TERT promoter mutation in 1 case. Copy number alterations in PDST overlapped with those reported in PT, including 13q loss in all HGPDST. Copy number profiling revealed shared clonality of synchronous LGPDST and PT in 1 patient. In summary, we describe herein the genetic landscape of PDST, demonstrate correlation of genetic features with high-grade versus low-grade histology, and identify TP53 among key oncogenic drivers of HGPDST, including in Li-Fraumeni Syndrome. The genetics of HGPDST overlap with borderline or malignant PT, consistent with their classification as PT variants that arise through a MED12-independent pathway.
{"title":"Genetic profiling of mammary periductal stromal tumors with histologic correlation highlights high-grade and low-grade groups and similarities to phyllodes tumors.","authors":"Gregor Krings, Gregory R Bean, Elizabeth M Hosfield, J J Rowe, Joseph Geradts, Yunn-Yi Chen","doi":"10.1016/j.modpat.2026.100961","DOIUrl":"https://doi.org/10.1016/j.modpat.2026.100961","url":null,"abstract":"<p><p>Periductal stromal tumors of the breast (PDST) are rare biphasic neoplasms with morphologic similarities to phyllodes tumors (PT). The histologic spectrum of PDST is broad but has not been well-characterized, and their genetic underpinnings remain unknown. We profiled PDST by targeted next-generation sequencing (NGS) in correlation with their histomorphology, immunophenotype, and clinical characteristics (n=15). All patients were female, including 2 with Li-Fraumeni Syndrome, with a mean age of 48 years. Forty-two percent had synchronous or metachronous PT and/or fibroadenoma. Most PDST expressed CD34 (15/15), SMA (12/14), and at least focal nuclear HMGA2 (8/12) and/or beta-catenin (6/12). High-grade PDST (HGPDST, n=8) were defined by marked nuclear pleomorphism (8/8), and most had high (≥10 mitoses/10 HPF) and/or atypical mitotic activity (7/8) and pleomorphic multinucleated tumor cells (7/8). All HGPDST had p53 (88%, 7/8) and/or Rb/CDKN2A (75%, 6/8) alterations by NGS or immunohistochemistry. p53 aberrations correlated with the presence of pleomorphic multinucleated tumor cells. Both Li-Fraumeni Syndrome patients had HGPDST with loss-of-heterozygosity of the germline TP53 variant. Other altered genes in HGPDST included EGFR (25%, 2/8), NF1 (25%, 2/8), TERT promoter, PIK3CA, CDKN2A/B, LZTR1, KMT2B, and ARID2 (1 case each). Low-grade PDST (LGPDST), which lacked marked pleomorphism, high mitotic activity, or atypical mitoses (n=7), had simpler genomes than HGPDST and lacked bona fide cancer gene alterations, with TERT promoter mutation in 1 case. Copy number alterations in PDST overlapped with those reported in PT, including 13q loss in all HGPDST. Copy number profiling revealed shared clonality of synchronous LGPDST and PT in 1 patient. In summary, we describe herein the genetic landscape of PDST, demonstrate correlation of genetic features with high-grade versus low-grade histology, and identify TP53 among key oncogenic drivers of HGPDST, including in Li-Fraumeni Syndrome. The genetics of HGPDST overlap with borderline or malignant PT, consistent with their classification as PT variants that arise through a MED12-independent pathway.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100961"},"PeriodicalIF":5.5,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145985007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1016/j.modpat.2026.100960
Hannah L Williams, Nicolas Poulain, Ian Powley, Silvia Martinelli, Robert Bielik, Holly Leslie, Colin Nixon, Claire R Wilson, Marco Sereno, Zhangyi He, Leah Officer-Jones, Fiona Ballantyne, Rachel Pennie, Colin S Wood, David Y Lewis, Nigel B Jamieson, John Le Quesne
Adenocarcinoma of the lung (LUAD) is common and highly lethal. Clinical grading of LUAD strongly predicts recurrence and survival after surgery and is determined by morphological assessment of histological growth patterns in resected tumors. In particular, the 2 archetypally lethal morphologies, solid, and micropapillary growth patterns, are highly distinct from each other, but little is known about their defining molecular features or how their appearances are related to their biology and mechanisms of lethality. Pure epithelial growth patterns and subregions were identified within 7 distinct LUAD growth patterns across 51 resected tumors and characterized using NanoString GeoMx digital spatial profiler in 160 epithelially pure regions of interest. Results were validated in 27 cases at the protein level using Akoya PhenoImager multiplex immunofluorescence, in 432 cases at the RNA level with TempO-Seq, and in 30 cases with an independent GeoMx digital spatial profiler. Analyses of gene expression reveal fundamental divergent evolutionary trajectories leading to solid and micropapillary growth. Additionally, we identify recurrent localized intratumoral plasticity in both growth patterns. These states can explain the origins of growth patterns and their mechanisms of virulence. Our work highlights dramatic divergence in gene expression programs between highly lethal modes of LUAD tumor growth. We go on to show how microscopically localized hypoxia in the primary tumor helps to establish and maintain cellular survival strategies and tumor architecture, suggesting morphology-specific mechanisms of LUAD tumor metastasis and suggesting new therapeutic vulnerabilities.
{"title":"Spatial Molecular Plasticity Underpins Lethal Morphologies in Lung Adenocarcinoma.","authors":"Hannah L Williams, Nicolas Poulain, Ian Powley, Silvia Martinelli, Robert Bielik, Holly Leslie, Colin Nixon, Claire R Wilson, Marco Sereno, Zhangyi He, Leah Officer-Jones, Fiona Ballantyne, Rachel Pennie, Colin S Wood, David Y Lewis, Nigel B Jamieson, John Le Quesne","doi":"10.1016/j.modpat.2026.100960","DOIUrl":"10.1016/j.modpat.2026.100960","url":null,"abstract":"<p><p>Adenocarcinoma of the lung (LUAD) is common and highly lethal. Clinical grading of LUAD strongly predicts recurrence and survival after surgery and is determined by morphological assessment of histological growth patterns in resected tumors. In particular, the 2 archetypally lethal morphologies, solid, and micropapillary growth patterns, are highly distinct from each other, but little is known about their defining molecular features or how their appearances are related to their biology and mechanisms of lethality. Pure epithelial growth patterns and subregions were identified within 7 distinct LUAD growth patterns across 51 resected tumors and characterized using NanoString GeoMx digital spatial profiler in 160 epithelially pure regions of interest. Results were validated in 27 cases at the protein level using Akoya PhenoImager multiplex immunofluorescence, in 432 cases at the RNA level with TempO-Seq, and in 30 cases with an independent GeoMx digital spatial profiler. Analyses of gene expression reveal fundamental divergent evolutionary trajectories leading to solid and micropapillary growth. Additionally, we identify recurrent localized intratumoral plasticity in both growth patterns. These states can explain the origins of growth patterns and their mechanisms of virulence. Our work highlights dramatic divergence in gene expression programs between highly lethal modes of LUAD tumor growth. We go on to show how microscopically localized hypoxia in the primary tumor helps to establish and maintain cellular survival strategies and tumor architecture, suggesting morphology-specific mechanisms of LUAD tumor metastasis and suggesting new therapeutic vulnerabilities.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100960"},"PeriodicalIF":5.5,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1016/j.modpat.2026.100958
Aarti Kanzaria, Sonali Arora, Anisha Naik, Nisha Dhanushkodi, Chia-Chen Ho, Navneet Kaur, Jerry Zhang, Xiaobing Ren, Jonathan R Fromm, Mazyar Shadman, Stephen Smith, Ajay Gopal, Giovanna Roncador, Eric Holland, Kikkeri N Naresh
Follicular lymphoma (FL) patients have variable outcomes, underscoring the need for biomarkers for improved risk stratification. Current FL grading systems, based on subjective centroblast counts, suffer from poor reproducibility, despite evidence linking grade 3 FL to worse prognosis. We aimed to identify objective biomarkers for centroblasts and centrocytes to improve FL prognostication. We reanalyzed publicly available spatial and single-cell transcriptomic data from normal germinal centers (GCs) and FL samples. Reanalysis revealed distinct gene expression profiles: AICDA (AID) and CXCR4 highly expressed in GC dark zone cells (centroblasts), and CD40 and TFRC (CD71) in light zone cells (centrocytes). Single-cell RNA sequencing of FL samples further showed AID and CXCR4 overexpression in malignant Grade 3A cells and CD40 and CD71 in grade 1-2 cells. We validated these findings using immunohistochemistry (IHC) (single and multiplex) on tonsils and 59 FL specimens (42 Grade 1-2, 17 Grade 3). Grade 3 FL showed significantly higher expression of AID, CD71, and Ki67 compared to grade 1-2; with CXCR4 approaching significance. Receiver operating characteristic (ROC) curve analysis identified optimal cut-offs for AID (1.54%), CXCR4 (21.9%), Ki67 (21.6%), and CD71 (7.57%) to distinguish grade 3 from grade 1-2 FL, with AID showing the best discriminatory ability. Crucially, AID expression evaluation showed reproducibility across two different digital algorithms and two independent visual observers. Furthermore, we observed a trend toward shorter disease-specific survival (DSS) in patients with both FL grade 3 and high AID expression. This prognostic observation held true regardless of whether AID overexpression was assessed via digital evaluation (cut-off: 1.54%) or visual estimation (cut-off: 2%). In conclusion, AID, CXCR4, CD71, and Ki67 are promising biomarkers for objectively identifying FL grade 3, potentially enhancing the reproducibility of grading and serving as independent prognostic tools. Further clinical validation in uniformly treated FL cohorts is warranted.
{"title":"Biomarkers Informed by Single-Cell and Spatial Transcriptomics - Biomarkers for Grade 3 Follicular Lymphoma.","authors":"Aarti Kanzaria, Sonali Arora, Anisha Naik, Nisha Dhanushkodi, Chia-Chen Ho, Navneet Kaur, Jerry Zhang, Xiaobing Ren, Jonathan R Fromm, Mazyar Shadman, Stephen Smith, Ajay Gopal, Giovanna Roncador, Eric Holland, Kikkeri N Naresh","doi":"10.1016/j.modpat.2026.100958","DOIUrl":"https://doi.org/10.1016/j.modpat.2026.100958","url":null,"abstract":"<p><p>Follicular lymphoma (FL) patients have variable outcomes, underscoring the need for biomarkers for improved risk stratification. Current FL grading systems, based on subjective centroblast counts, suffer from poor reproducibility, despite evidence linking grade 3 FL to worse prognosis. We aimed to identify objective biomarkers for centroblasts and centrocytes to improve FL prognostication. We reanalyzed publicly available spatial and single-cell transcriptomic data from normal germinal centers (GCs) and FL samples. Reanalysis revealed distinct gene expression profiles: AICDA (AID) and CXCR4 highly expressed in GC dark zone cells (centroblasts), and CD40 and TFRC (CD71) in light zone cells (centrocytes). Single-cell RNA sequencing of FL samples further showed AID and CXCR4 overexpression in malignant Grade 3A cells and CD40 and CD71 in grade 1-2 cells. We validated these findings using immunohistochemistry (IHC) (single and multiplex) on tonsils and 59 FL specimens (42 Grade 1-2, 17 Grade 3). Grade 3 FL showed significantly higher expression of AID, CD71, and Ki67 compared to grade 1-2; with CXCR4 approaching significance. Receiver operating characteristic (ROC) curve analysis identified optimal cut-offs for AID (1.54%), CXCR4 (21.9%), Ki67 (21.6%), and CD71 (7.57%) to distinguish grade 3 from grade 1-2 FL, with AID showing the best discriminatory ability. Crucially, AID expression evaluation showed reproducibility across two different digital algorithms and two independent visual observers. Furthermore, we observed a trend toward shorter disease-specific survival (DSS) in patients with both FL grade 3 and high AID expression. This prognostic observation held true regardless of whether AID overexpression was assessed via digital evaluation (cut-off: 1.54%) or visual estimation (cut-off: 2%). In conclusion, AID, CXCR4, CD71, and Ki67 are promising biomarkers for objectively identifying FL grade 3, potentially enhancing the reproducibility of grading and serving as independent prognostic tools. Further clinical validation in uniformly treated FL cohorts is warranted.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100958"},"PeriodicalIF":5.5,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1016/j.modpat.2025.100952
Daniel Rivera , Wei Cui , Juehua Gao , Deniz Peker , Qian-Yun Zhang , Rajan Dewar , Lianqun Qiu , Sergej Konoplev , Zhihong Hu , Koji Sasaki , Aileen Y. Hu , E. Shuyu , Meng Liu , Hong Fang , Wei Wang , Guilin Tang , Jane F. Apperley , Andreas Hochhaus , Jorge E. Cortes , Joseph D. Khoury , Shimin Hu
{"title":"Corrigendum to “Aleukemic Chronic Myeloid Leukemia Without Neutrophilia and Thrombocytosis: A Report From the BCR::ABL1 Pathology Group” [Modern Pathology. 2024;37(2):100406]","authors":"Daniel Rivera , Wei Cui , Juehua Gao , Deniz Peker , Qian-Yun Zhang , Rajan Dewar , Lianqun Qiu , Sergej Konoplev , Zhihong Hu , Koji Sasaki , Aileen Y. Hu , E. Shuyu , Meng Liu , Hong Fang , Wei Wang , Guilin Tang , Jane F. Apperley , Andreas Hochhaus , Jorge E. Cortes , Joseph D. Khoury , Shimin Hu","doi":"10.1016/j.modpat.2025.100952","DOIUrl":"10.1016/j.modpat.2025.100952","url":null,"abstract":"","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"39 2","pages":"Article 100952"},"PeriodicalIF":5.5,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145941157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1016/j.modpat.2026.100959
Jennifer X. Ji , Amr El Maghrabi , Hezhen Carl Ren , Lawrence H. Lee , Sean Young , Stephen T. Yip , Jinesa Moodley , Chi Lai , Hemlata Shirsat , Elan Hahn , Lien N. Hoang , Johanna Mabray , Paras Patel , Gang Wang , Catherine F. Poh , Tony L. Ng , Yen Chen Kevin Ko
The diagnosis of oral epithelial dysplasia has a high degree of inter- and intraobserver variability. It is especially challenging to distinguish dysplasia from reactive squamous mucosa in the context of concurrent candidiasis. The accurate and timely diagnosis of dysplasia is imperative for patient outcomes, as progression to invasive squamous cell carcinoma will result in significant morbidity and mortality. The current management for patients with candidiasis is to treat with antifungals and rebiopsy if refractory. The treatment may be trialed for a few months, thus delaying appropriate treatment if underlying dysplasia is not identified. In this study, we collected cases of oral candidiasis with atypia and characterized them into molecularly defined groups using targeted next-generation sequencing, fluorescence in situ hybridization, and p53, p16, and MTAP immunohistochemistry. We identify a distinct molecular signature using immunohistochemical markers to capture oral dysplasia with concurrent candidiasis. We also postulate that p53 wild-type, p16 abnormal oral epithelial dysplasia cases are precursor lesions to p53 wild-type, p16 abnormal squamous cell carcinoma. In addition, we identify p53 wild-type, p16 wild-type oral epithelial dysplasia with verruciform and acanthotic features with HRAS or PIK3CA alterations as precursors to verrucous carcinoma. The proposed pattern-based p16 and p53 algorithm in our study will not only more accurately diagnose dysplasia in the context of oral candidiasis but may also provide prognostically significant information to guide clinical management of oral dysplastic lesions.
{"title":"Utility of p53, p16, and MTAP Immunohistochemistry in Oral Epithelial Dysplasia With Concurrent Candidiasis: A Novel Pattern-based Approach","authors":"Jennifer X. Ji , Amr El Maghrabi , Hezhen Carl Ren , Lawrence H. Lee , Sean Young , Stephen T. Yip , Jinesa Moodley , Chi Lai , Hemlata Shirsat , Elan Hahn , Lien N. Hoang , Johanna Mabray , Paras Patel , Gang Wang , Catherine F. Poh , Tony L. Ng , Yen Chen Kevin Ko","doi":"10.1016/j.modpat.2026.100959","DOIUrl":"10.1016/j.modpat.2026.100959","url":null,"abstract":"<div><div>The diagnosis of oral epithelial dysplasia has a high degree of inter- and intraobserver variability. It is especially challenging to distinguish dysplasia from reactive squamous mucosa in the context of concurrent candidiasis. The accurate and timely diagnosis of dysplasia is imperative for patient outcomes, as progression to invasive squamous cell carcinoma will result in significant morbidity and mortality. The current management for patients with candidiasis is to treat with antifungals and rebiopsy if refractory. The treatment may be trialed for a few months, thus delaying appropriate treatment if underlying dysplasia is not identified. In this study, we collected cases of oral candidiasis with atypia and characterized them into molecularly defined groups using targeted next-generation sequencing, fluorescence in situ hybridization, and p53, p16, and MTAP immunohistochemistry. We identify a distinct molecular signature using immunohistochemical markers to capture oral dysplasia with concurrent candidiasis. We also postulate that p53 wild-type, p16 abnormal oral epithelial dysplasia cases are precursor lesions to p53 wild-type, p16 abnormal squamous cell carcinoma. In addition, we identify p53 wild-type, p16 wild-type oral epithelial dysplasia with verruciform and acanthotic features with <em>HRAS</em> or <em>PIK3CA</em> alterations as precursors to verrucous carcinoma. The proposed pattern-based p16 and p53 algorithm in our study will not only more accurately diagnose dysplasia in the context of oral candidiasis but may also provide prognostically significant information to guide clinical management of oral dysplastic lesions.</div></div>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"39 3","pages":"Article 100959"},"PeriodicalIF":5.5,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952776","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-06DOI: 10.1016/j.modpat.2025.100957
Yasamin Mirzabeigi , Nikunj Shah , Kayla R. Schwartz , Jeffrey Duryea , Katiana S. Delma , Elizabeth A. Montgomery , Julio C. Poveda , Oliver G. McDonald
Poor prognosis has been reported for patients with SMAD4 deficient (dSMAD4) colorectal adenocarcinomas (CRCs). However, it remains unclear whether unique tumor morphologies or other advanced disease signatures might stratify those patients. To reappraise this possibility across a homogenous cohort of CRC patients with advanced-stage disease, we leveraged next-generation sequencing data to identify 50 dSMAD4 CRCs at our institution. An equal number of next-generation sequencing-verified SMAD4 proficient (pSMAD4) CRCs were identified in parallel, yielding a control group with similar demographics, clinicopathologic parameters, and background genetic drivers as the dSMAD4 test group. Although both groups progressed to stage IV metastatic disease at high rates (dSMAD4: 90%, pSMAD4: 86%), dSMAD4 CRC specimens were enriched with overtly high-grade (HG) mucinous and nonmucinous histomorphologies (dSMAD4, 44%; pSMAD4, 12%; P = .0007). The HG subset drove poor prognosis in dSMAD4 CRCs, as those patients developed widely metastatic disease (P = .0048) with short overall and progression-free survival (P ≤ .0001). Metastasis of unknown primary was not uncommon for HG dSMAD4 CRCs, posing diagnostic challenges in those instances. However, all dSMAD4 CRCs retained positive immunolabeling for either CDX2 or SATB2 irrespective of grade, thereby aiding diagnosis and distinguishing the HG subset from other HG CRCs that lose these biomarkers. Our reappraisal identifies an underappreciated class of HG dSMAD4 CRCs that progresses rapidly to widely metastatic disease with a dismal prognosis. Although HG morphologies may mask CRC origins, immunohistochemistry retains diagnostic utility for dSMAD4 CRCs.
{"title":"High-Grade Colorectal Adenocarcinomas With SMAD4 Deficiency","authors":"Yasamin Mirzabeigi , Nikunj Shah , Kayla R. Schwartz , Jeffrey Duryea , Katiana S. Delma , Elizabeth A. Montgomery , Julio C. Poveda , Oliver G. McDonald","doi":"10.1016/j.modpat.2025.100957","DOIUrl":"10.1016/j.modpat.2025.100957","url":null,"abstract":"<div><div>Poor prognosis has been reported for patients with SMAD4 deficient (dSMAD4) colorectal adenocarcinomas (CRCs). However, it remains unclear whether unique tumor morphologies or other advanced disease signatures might stratify those patients. To reappraise this possibility across a homogenous cohort of CRC patients with advanced-stage disease, we leveraged next-generation sequencing data to identify 50 dSMAD4 CRCs at our institution. An equal number of next-generation sequencing-verified SMAD4 proficient (pSMAD4) CRCs were identified in parallel, yielding a control group with similar demographics, clinicopathologic parameters, and background genetic drivers as the dSMAD4 test group. Although both groups progressed to stage IV metastatic disease at high rates (dSMAD4: 90%, pSMAD4: 86%), dSMAD4 CRC specimens were enriched with overtly high-grade (HG) mucinous and nonmucinous histomorphologies (dSMAD4, 44%; pSMAD4, 12%; <em>P</em> = .0007). The HG subset drove poor prognosis in dSMAD4 CRCs, as those patients developed widely metastatic disease (<em>P</em> = .0048) with short overall and progression-free survival (<em>P</em> ≤ .0001). Metastasis of unknown primary was not uncommon for HG dSMAD4 CRCs, posing diagnostic challenges in those instances. However, all dSMAD4 CRCs retained positive immunolabeling for either CDX2 or SATB2 irrespective of grade, thereby aiding diagnosis and distinguishing the HG subset from other HG CRCs that lose these biomarkers. Our reappraisal identifies an underappreciated class of HG dSMAD4 CRCs that progresses rapidly to widely metastatic disease with a dismal prognosis. Although HG morphologies may mask CRC origins, immunohistochemistry retains diagnostic utility for dSMAD4 CRCs.</div></div>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"39 3","pages":"Article 100957"},"PeriodicalIF":5.5,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145933962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-05DOI: 10.1016/j.modpat.2025.100944
Brittany McKelvey , Pedro A. Torres-Saavedra , Jessica Li , Glenn Broeckx , Frederik Deman , Siraj Ali , Hillary S. Andrews , Salim Arslan , Meir Azulay , Santhosh Balasubramanian , J.C. Barrett , Peter Caie , Ming Chen , Daniel Cohen , Tathagata Dasgupta , Diana Fahrer , George Green , Mark Gustavson , Sarah Hersey , Ana Hidalgo-Sastre , Jeff Allen
Historically, eligibility for receiving human epidermal growth factor receptor 2 (HER2)-targeted therapies was limited to HER2-positive tumors (immunohistochemistry 3+ or in situ hybridization amplified), but recent advances in antibody-drug conjugates have expanded these criteria to include HER2-low and HER2-ultralow expression. This evolving therapeutic landscape underscores the need for precise and reproducible HER2 assessment. Digital and computational pathology tools may help address these needs, but their measurement variability must be evaluated to inform research and clinical use. We evaluated HER2 scoring variability across 10 independently developed computational pathology artificial intelligence models applied to 1124 whole-slide images from 733 patients with breast cancer. Analyses included American Society of Clinical Oncology-College of American Pathologists categorical scores (0, 1+, 2+, and 3+), H-scores, tumor cell staining percentages, and counts of total and stained invasive carcinoma cells. Agreement among models and 3 pathologists was assessed using pairwise overall percent agreement (OPA), Cohen kappa, and hierarchical clustering. Median model pairwise OPA for categorical HER2 scores was 65.1% (kappa, 0.51). Agreement was highest for HER2 3+ vs not 3+ (OPA, 97.3%; kappa, 0.86) and lowest for HER2-low cases, reflecting existing measurement challenges. For HER2 0 (negative) vs not 0 (positive) scoring, the average negative agreement was 65.3%, compared with the average positive agreement of 91.3%, suggesting more agreement in non-HER2 0 scores. H-score and cell count analyses indicated that scoring differences were more related to staining interpretation than tumor cell detection. Pathologists showed numerically higher concordance than models, but interobserver variability persisted. In exploratory analyses, sample type, staining artifacts, and heterogeneous HER2 expression appeared to be associated with discrepancies. Artificial intelligence–based HER2 scoring demonstrated high agreement in identifying HER2 3+ cases. Variability was most pronounced in borderline HER2 categories, particularly in HER2 low, underscoring the need for continued tool refinement for handling low-intensity staining. Standardized training data sets, validation frameworks, and regulatory alignment are important to improve reproducibility. Developing reference standards and benchmarking data sets is critical to evaluate performance, support regulatory decision-making, and ensure real-world applicability.
{"title":"Agreement Across 10 Artificial Intelligence Models in Assessing Human Epidermal Growth Factor Receptor 2 (HER2) Expression in Breast Cancer Whole-Slide Images","authors":"Brittany McKelvey , Pedro A. Torres-Saavedra , Jessica Li , Glenn Broeckx , Frederik Deman , Siraj Ali , Hillary S. Andrews , Salim Arslan , Meir Azulay , Santhosh Balasubramanian , J.C. Barrett , Peter Caie , Ming Chen , Daniel Cohen , Tathagata Dasgupta , Diana Fahrer , George Green , Mark Gustavson , Sarah Hersey , Ana Hidalgo-Sastre , Jeff Allen","doi":"10.1016/j.modpat.2025.100944","DOIUrl":"10.1016/j.modpat.2025.100944","url":null,"abstract":"<div><div>Historically, eligibility for receiving human epidermal growth factor receptor 2 (HER2)-targeted therapies was limited to HER2-positive tumors (immunohistochemistry 3+ or in situ hybridization amplified), but recent advances in antibody-drug conjugates have expanded these criteria to include HER2-low and HER2-ultralow expression. This evolving therapeutic landscape underscores the need for precise and reproducible HER2 assessment. Digital and computational pathology tools may help address these needs, but their measurement variability must be evaluated to inform research and clinical use. We evaluated HER2 scoring variability across 10 independently developed computational pathology artificial intelligence models applied to 1124 whole-slide images from 733 patients with breast cancer. Analyses included American Society of Clinical Oncology-College of American Pathologists categorical scores (0, 1+, 2+, and 3+), H-scores, tumor cell staining percentages, and counts of total and stained invasive carcinoma cells. Agreement among models and 3 pathologists was assessed using pairwise overall percent agreement (OPA), Cohen kappa, and hierarchical clustering. Median model pairwise OPA for categorical HER2 scores was 65.1% (kappa, 0.51). Agreement was highest for HER2 3+ vs not 3+ (OPA, 97.3%; kappa, 0.86) and lowest for HER2-low cases, reflecting existing measurement challenges. For HER2 0 (negative) vs not 0 (positive) scoring, the average negative agreement was 65.3%, compared with the average positive agreement of 91.3%, suggesting more agreement in non-HER2 0 scores. H-score and cell count analyses indicated that scoring differences were more related to staining interpretation than tumor cell detection. Pathologists showed numerically higher concordance than models, but interobserver variability persisted. In exploratory analyses, sample type, staining artifacts, and heterogeneous HER2 expression appeared to be associated with discrepancies. Artificial intelligence–based HER2 scoring demonstrated high agreement in identifying HER2 3+ cases. Variability was most pronounced in borderline HER2 categories, particularly in HER2 low, underscoring the need for continued tool refinement for handling low-intensity staining. Standardized training data sets, validation frameworks, and regulatory alignment are important to improve reproducibility. Developing reference standards and benchmarking data sets is critical to evaluate performance, support regulatory decision-making, and ensure real-world applicability.</div></div>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"39 2","pages":"Article 100944"},"PeriodicalIF":5.5,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145900783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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.modpat.2025.100949
Diogo Maia-Silva , Mia S. DeSimone , Karen T. Shore , Mai P. Hoang
There is currently no standardized sentinel lymph node (SLN) immunohistochemistry (IHC) protocol for detecting Merkel cell carcinoma (MCC) metastases. A cost-effective, high-sensitivity panel could improve diagnostic accuracy and resource utilization. We evaluated 226 SLNs from 81 MCC patients using a panel of POU4F3, keratin 20, and keratin AE1/AE3 or pan-keratin. Metastasis was defined as positive staining for any of the tested IHC markers. Patients’ age ranged from 49 to 92 years (median, 73.5 years), with a male:female ratio of 1.8:1. Primary tumor sites were extremities (48.1%), head/neck (34.6%), and trunk (17.3%). SLN locations included cervical (29.6%), axillary (27%), femoral (20.8%), inguinal (9.7%), facial (7.1%), pelvic (3.1%), and epitrochlear (2.7%) sites. Metastases were identified in 102 of 226 SLNs (45%). Single-marker sensitivities were POU4F3 (96%, 98/102), keratin 20 (67%, 68/102), and keratin AE1/AE3 or pan-keratin (64%, 70/102). The most sensitive combinations were POU4F3 with keratin AE1/AE3 or pan-keratin (100% sensitivity) or POU4F3 with keratin 20 (98% sensitivity). Keratin 20 with keratin AE1/AE3 or pan-keratin was the least sensitive (74%). In 6 patients (7.4%), POU4F3 detected single metastatic cells in SLNs that were previously diagnosed at time of clinical diagnosis as negative by keratin 20 and keratin AE1/AE3 or pan-keratin panel. POU4F3 is the most sensitive individual IHC marker for detecting MCC SLN metastases. The optimal cost-effective panel is POU4F3 with keratin AE1/AE3 or pan-keratin, which achieves 100% sensitivity while reducing reliance on less effective stains. Adoption of this focused IHC panel may serve to standardize SLN evaluation for MCC and improve diagnostic accuracy and efficiency.
{"title":"POU4F3 Plus Keratin AE1/AE3 or Pan-keratin: An Optimal Sentinel Lymph Node Protocol for Merkel Cell Carcinoma","authors":"Diogo Maia-Silva , Mia S. DeSimone , Karen T. Shore , Mai P. Hoang","doi":"10.1016/j.modpat.2025.100949","DOIUrl":"10.1016/j.modpat.2025.100949","url":null,"abstract":"<div><div>There is currently no standardized sentinel lymph node (SLN) immunohistochemistry (IHC) protocol for detecting Merkel cell carcinoma (MCC) metastases. A cost-effective, high-sensitivity panel could improve diagnostic accuracy and resource utilization. We evaluated 226 SLNs from 81 MCC patients using a panel of POU4F3, keratin 20, and keratin AE1/AE3 or pan-keratin. Metastasis was defined as positive staining for any of the tested IHC markers. Patients’ age ranged from 49 to 92 years (median, 73.5 years), with a male:female ratio of 1.8:1. Primary tumor sites were extremities (48.1%), head/neck (34.6%), and trunk (17.3%). SLN locations included cervical (29.6%), axillary (27%), femoral (20.8%), inguinal (9.7%), facial (7.1%), pelvic (3.1%), and epitrochlear (2.7%) sites. Metastases were identified in 102 of 226 SLNs (45%). Single-marker sensitivities were POU4F3 (96%, 98/102), keratin 20 (67%, 68/102), and keratin AE1/AE3 or pan-keratin (64%, 70/102). The most sensitive combinations were POU4F3 with keratin AE1/AE3 or pan-keratin (100% sensitivity) or POU4F3 with keratin 20 (98% sensitivity). Keratin 20 with keratin AE1/AE3 or pan-keratin was the least sensitive (74%). In 6 patients (7.4%), POU4F3 detected single metastatic cells in SLNs that were previously diagnosed at time of clinical diagnosis as negative by keratin 20 and keratin AE1/AE3 or pan-keratin panel. POU4F3 is the most sensitive individual IHC marker for detecting MCC SLN metastases. The optimal cost-effective panel is POU4F3 with keratin AE1/AE3 or pan-keratin, which achieves 100% sensitivity while reducing reliance on less effective stains. Adoption of this focused IHC panel may serve to standardize SLN evaluation for MCC and improve diagnostic accuracy and efficiency.</div></div>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"39 1","pages":"Article 100949"},"PeriodicalIF":5.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145743390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}