MODERN PATHOLOGY现代病理学

MODERN PATHOLOGY(英文缩写 MODERN PATHOL),ISSN 0893-3952,eISSN 1530-0285,中文译名:现代病理学 是一本学术期刊。本页汇总该期刊的最新影响因子、分区信息以及最新收录于 PubMed 的文献,帮助您快速了解期刊全貌。

2026 年数据 · 影响因子
6.600
JCR 分区
Q1
CAS 分区
B1
近一年发文量
268
本站 PubMed 收录统计

发文量统计区间:2025-09-28 至 2026-09-28,按本站收录文献的发表日期统计。

ISSN: 0893-3952 · eISSN: 1530-0285 · 缩写: MODERN PATHOL ·中文: 现代病理学

期刊介绍

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期刊简介

Modern Pathology 是病理学领域的国际权威期刊,聚焦疾病诊断与发病机制的基础与转化研究。内容涵盖外科病理、分子病理、免疫组化及数字病理等方向,尤其关注诊断标志物与新技术在临床病理中的应用。读者群主要为病理科医师、分子诊断研究者及肿瘤相关临床医生,适合希望了解病理诊断前沿进展的专业人员阅读。

研究方向

主要发表外科病理与分子病理的原创研究,包括肿瘤及非肿瘤疾病的形态学、免疫表型与遗传学特征,诊断标志物验证,以及分子检测技术的临床应用。论文类型以原创论著、综述和短篇报告为主,也涉及病理分类与诊断标准的相关研究。

期刊特色

研究取向强调临床病理问题的转化价值,要求形态学与分子数据结合,结论对诊断实践有明确参考意义。论文通常图像资料丰富、方法学严谨,适合病理科医师、分子病理研究者及从事肿瘤诊断的临床医生阅读与投稿。

投稿难度

投稿难度较高,对病例数量、随访数据及分子验证要求严格,单纯描述性研究较难录用。建议在投稿前明确临床病理问题,补充多中心或独立队列验证,并规范图像与统计呈现,以提升竞争力。

历年影响因子趋势

JCR 数据年份影响因子JCR 分区
20218.209Q1
20227.500Q1
20237.100Q1
20245.500Q1
20256.600Q1

MODERN PATHOLOGY 最新收录文献

  1. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    1. Immunohistochemistry Resolves Indeterminate MTAP Deletion Calls from Exome Sequencing: A Pan-Cancer Concordance Study.

    作者:
    Marion Thibaudin, Julie Lecuelle, Anthony Bergeron, Valentin Derangere, Hugo Mananet, Léa Hampe, Susy Daumoine, Sandy Chevrier, Ana Costa, Natacha Moulharat, Maria-Elisabetta Serrentino, François Beltjens, Paul Hofman, Romain Boidot, Alis Ilie, David Rageot, Caroline Truntzer, Laurent Arnould, Francois Ghiringhelli
    日期:
    2026-09-23

    The deletion of the methylthioadenosine phosphorylase (MTAP) gene is a frequent genomic event across various malignancies, often associated with the loss of the adjacent CDKN2A locus. MTAP deficiency has recently emerged as a promising biomarker for novel targeted therapeutic strategies including inhibitors of the PRMT5-MAT2A axis. Although next-generation sequencing (NGS) allows detection of MTAP copy number alterations, interpretation may be challenging in samples with low tumor purity or borderline copy number scores. In this study, we analyzed MTAP copy number status in a cohort of 2,409 tumors profiled by whole-exome sequencing within the EXOMA2 study (NCT06550687) using the FACETS and TITAN algorithms. Tumors were categorized as wild-type, homozygous deletion, or probable heterozygous deleted. A subset of these cases with available tissue underwent orthogonal validation by immunohistochemistry (IHC) using three MTAP antibody clones (MTAP-RBT, 2G4, and 1813), with selected cases further analyzed by fluorescence in situ hybridization (FISH) and RNA sequencing. Our results show high concordance between IHC and genomic classification in tumors with either wild-type, or homozygous deletion MTAP status. Importantly, IHC enabled reclassification of a substantial proportion of tumors initially classified as heterozygous by NGS; loss of protein expression in these cases correlated with homozygous genomic deletion confirmed by FISH. Moreover, heterozygous NGS calls were not associated with low tumor cellularity. These findings demonstrate that MTAP immunohistochemistry represents a robust and accessible approach for assessing MTAP status and for resolving ambiguous NGS results, an issue not solely driven by low tumor cellularity. Incorporating protein-level assessment analyses with FISH confirmation improve the identification of MTAP-deficient tumors and facilitate more accurate, rapid, and cost-effective patient selection for emerging targeted therapies.

  2. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    2. Immunoglobulin Light Chain mRNA In Situ Hybridization Refines Classification Across the NLPHL-cHL Spectrum.

    作者:
    Jan Bosch-Schips, Antonio Vogelsberg, Sara Quinones, Andrea Molina-Alvarez, Ricardo Rolim, Edurne Pérez-Béliz, Eyyub Bag, Franziska Otto, Esther Kohler, Christiane Hummel, Claudia Hermann, Jakob Milla, Andrea Brunner-Véber, Christian M Schürch, Karl Sotlar, Andreas Chott, Irina Bonzheim, Dominik Nann, Leticia Quintanilla-Martinez, Falko Fend
    日期:
    2026-09-23

    Nodular lymphocyte-predominant Hodgkin/B-cell lymphoma (NLPHL/BL) and classic Hodgkin lymphoma (cHL) are biologically distinct entities, exhibiting preserved versus lost B-cell differentiation and immunoglobulin (IG) transcription. However, cases with overlapping morphologic and immunophenotypic features between NLPHL and lymphocyte-rich cHL (cHL-LR), here designated as NLPHL-OL, remain biologically ambiguous. We applied a novel, highly sensitive dual κ/λ mRNA in situ hybridization assay to assess IG light-chain expression across this spectrum. We analyzed 53 lymph node biopsies, including NLPHL-OL cases (n =15), cHL-LR (n = 11), along with typical NLPHL (n = 13) and cHL of other subtypes (n = 14) as controls. Distribution, intensity, and patterns of κ/λ mRNA expression in neoplastic cells was systematically evaluated and correlated with histology, architecture, immunophenotype, and Epstein-Barr virus (EBV) status. Diffuse, strong cytoplasmic light chain mRNA expression, representing the canonical pattern, was detected in the tumor cells of all NLPHL (13/13) and the majority of NLPHL-OL cases (12/15, 80%). In contrast, faint perinuclear or granular cytoplasmic signals (non-canonical patterns) were detected in 6/11 (55%) cHL-LR and 4/14 (28%) of other cHL subtypes. Canonical κ/λ expression was thus restricted to NLPHL and NLPHL-OL, confirming their classification as NLPHL with aberrant features, whereas cHL was negative or displayed exclusively non-canonical patterns. Non-canonical staining was also seen in 3/15 (20%) NLPHL-OL, including two EBV-positive cases. Rare aberrant light chain profiles in NLPHL and NLPHL-OL cases included single-cell κ/λ coexpression, and distinct LP-cell populations with mutually exclusive κ and λ expression. In summary, κ/λ mRNA ISH refines diagnostic classification across the NLPHL-cHL spectrum, is particularly useful in cases with overlapping features, and reveals canonical, non-canonical, and negative staining patterns that may reflect B-cell program integrity, placing these cases along a biological continuum.

  3. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    3. OTP, CD44, Ki-67 Immunohistochemistry to Predict Prognosis in Preoperative Lung Neuroendocrine Tumor Biopsy Specimens.

    作者:
    Tijmen J J van Weert, Laura Moonen, Lisa M Hillen, Jan H von der Thüsen, Michael A den Bakker, Lisa M V Lap, Ambar C E Marshall, Esther van den Broek, Ronald A Damhuis, Wieneke A Buikhuisen, Anne-Marie C Dingemans, Jules L Derks, Ernst Jan M Speel
    日期:
    2026-09-21

    Previously OTP, CD44 and Ki-67 have been identified as prognostic biomarkers in lung carcinoids (lung neuroendocrine tumors or LNETs). We aimed to assess whether risk profiles can be established using these biomarkers on preoperative LNET biopsies . Patients with LNETs (TNM 8 stage I-III, 2003-2021) who underwent curative resection were selected from Dutch pathology registry (PALGA). Immunohistochemistry for OTP, CD44 and Ki-67 (biomarkers) was performed on matched resection and biopsy (Bx) specimens. Three pathologists revised all cases per the WHO 2021 classification (WHO). OTP and CD44 were assessed by H-score, Ki-67 proliferation index (PI) by eyeball hot-spot scoring. Bx cases diagnosed as carcinoid not otherwise specified (NOS) were considered low risk for relapse and atypical carcinoid (AC) as high risk. Immunostained cases were classified as low risk (OTP≥50, CD44≥30, Ki-67<5%) or high risk (others). Ninety-eight patients were eligible. Nineteen relapse events occurred after a median follow-up of 83 months. The biomarkers correctly identified high risk in 89% (n=17/19) of relapses, outperforming the WHO classification, which assigned 11% (n=2/19) of relapses as AC. Negative predictive value of biomarkers was 0.96 compared to 0.82 for WHO. The biomarkers showed greater prognostic stratification in relapse-free survival analysis and higher inter-observer agreement (biomarkers: κ=0.673; WHO: κ=0.276, both p<0.001). Biomarker expression was more stable between biopsy and resection specimen, improving concordance compared to WHO (biomarkers: κ=0.584, p<0.001; WHO: κ=0.169, p=0.037). In conclusion, an OTP, CD44, and Ki-67 biomarker panel enables reliable identification of low risk LNETs on Bx, outperforming WHO classification for prognostic stratification and biopsy-resection concordance. By accurately identifying tumors with a molecular low risk profile on preoperative biopsies, this panel may help to guide treatment choice for patients considered for sublobar resection.

  4. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    4. sWGS Identifies a Copy-Number-High Subset of TP53-mutated Multiple-Classifier Endometrial Carcinomas With Adverse Clinicopathological Features.

    作者:
    Guillaume Bataillon, Thomas Volosov, Mathilde Morisseau, Claire Illac, Raphaelle Duprez-Paumier, Julie Meilleroux, Amélie Lusque, Gwenaël Ferron, Sarah Betrian Lagarde, Laurence Gladieff, Janick Selves, Solène Evrard, Mathilde Del, Alejandra Martinez, Alexandre Eeckhoutte, Giulio Ricotta
    日期:
    2026-09-17

    TP53-mutated "multiple-classifier" endometrial carcinomas represent a diagnostically challenging subgroup within current molecular classification algorithms. Although these tumors are assigned to POLE-mutated or mismatch repair-deficient categories according to current ESGO/FIGO-based algorithms, their biological heterogeneity remains incompletely characterized. Herein, we retrospectively analyzed TP53-mutated multiple-classifier endometrial carcinomas identified through routine molecular profiling at our institution between 2022 and 2025 using an integrated histopathological, immunohistochemical, targeted sequencing, and shallow whole-genome sequencing approach. Copy-number alteration-high (CNA-high) status was defined as ≥5 large-scale genomic alterations, corresponding to copy-number gains or losses ≥3 Mb within a single chromosomal arm excluding whole-arm alterations. Among 33 analyzable TP53-mutated multiple-classifier endometrial carcinomas, sWGS identified 12 CNA-high tumors (36.4%) and 21 CNA-low tumors (63.6%). CNA-high tumors were more frequently non-endometrioid, high-grade, and advanced-stage according to FIGO 2023. They showed higher TP53 variant allele frequencies (VAF) and higher TP53 VAF-to-tumor-cellularity ratios. After a median follow-up of 12.8 months, recurrences (6/33; 18.2%) and disease-related deaths (3/33; 9.1%) were observed in the CNA-high subgroup, whereas no recurrence or disease-related death was observed among CNA-low patients. These findings indicate that TP53-mutated multiple-classifier endometrial carcinomas comprise biologically distinct subsets that are not fully captured by current 4-tier TCGA-based molecular classification and ESGO-based risk stratification. In this cohort, sWGS identified a CNA-high group with adverse clinicopathological features and clinical events suggesting a potentially more aggressive clinical course. Integration of genome-wide copy-number profiling may therefore refine the biological interpretation of TP53 alterations in multiple-classifier endometrial carcinomas and warrants validation in larger multicenter cohorts.

  5. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    5. Primary Large B-Cell Lymphomas of Immune-Privileged Sites With IRF4 Rearrangement: Clinicopathological and Molecular Characterization.

    作者:
    Yuxiu Zhang, Anqi Li, Yimin Li, Lei Zhang, Lili Zhang, Lei Li, Yufeng Huang, Linlin Du, Jie Huang, Lei Dong, Haimin Xu, Binshen Ouyang, Hongmei Yi, Chaofu Wang, Yingyong Hou
    日期:
    2026-09-17

    Primary large B-cell lymphoma of immune-privileged sites (IP-LBCL) is an aggressive B-cell lymphoma arising in the central nervous system, vitreoretina, and testis, whereas the molecular features of IP-LBCL with IRF4 rearrangement (IP-LBCL-IRF4-R) remain poorly characterized. Here, we report seven cases of IP-LBCL-IRF4-R, all showing IRF4 rearrangement confirmed by fluorescence in situ hybridization. The cohort included six males and one female, with a median age of 58 years (range, 34-73 years); all patients were immunocompetent. Tumors involved the central nervous system (n = 4) and testis (n = 3). With a median follow-up of 10 months (range, 3-45 months), all patients were alive. Histologically, all IP-LBCL-IRF4-R cases showed diffuse proliferation of medium-to-large B cells with centroblast-like and/or immunoblast-like morphology. Immunophenotypically, one case was classified as the germinal center B-cell subtype and six as the non-germinal center B-cell subtype. Five cases showed BCL2/C-MYC double expression, and all seven cases were negative for Epstein-Barr virus-encoded small RNA. IRF4 rearrangement was detected in all seven cases by break-apart probes, and an IGH::IRF4 fusion was detected in only one case; three cases harbored BCL6 rearrangements, and no BCL2 or MYC rearrangements were detected. Next-generation sequencing identified recurrent mutations in IRF4 and PIM1 (6/7, 85.7% each), followed by MYD88 (5/7, 71.4%) and BTG1, CD79B, and LRP1B (3/7, 42.9% each). LymphGen 2.0 classified five cases as the MCD subtype and two as Other. Our study highlights IRF4 rearrangement as a rare genetic event in IP-LBCL and provides further insights into the molecular diversity of this entity.

  6. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    6. Disentangling the cellular composition of FLCN-mutated tumors in Birt-Hogg-Dubé Syndrome by spatial transcriptomics.

    作者:
    Xiao-Ming Wang, Yuping Zhang, Rahul Mannan, Jiayi Zhou, Susanna Wang, Arul M Chinnaiyan, Saravana M Dhanasekaran, Rohit Mehra
    日期:
    2026-09-17

    Birt-Hogg-Dubé (BHD) syndrome is a hereditary cancer predisposition syndrome caused by pathogenic variants in the folliculin (FLCN) gene and is associated with an increased risk of multifocal renal tumors. FLCN-mutated tumors (FMTs) often exhibit morphological heterogeneity with mixed morphological features resembling renal oncocytoma (RO) and chromophobe renal cell carcinoma (chRCC), yet the molecular basis underlying the heterogeneous morphologic features and the morphologic-genomic correlations remain poorly defined. In our prior work, we identified mutually exclusive expressions of L1 cell adhesion molecule (L1CAM) and forkhead box I1 tboxI1 (FOXI1) labeling the two morphologically distinct cellular populations in BHD-associated FMTs, leading to the hypothesis that these two tumor compartments may have distinct molecular features and may reflect different nephron epithelial differentiation states. In this follow-up study, we tested this hypothesis using L1CAM and FOXI1 as morphology-guided markers for spatial transcriptomic profiling of the distinct tumor compartments in FMTs with the NanoString GeoMX Digital Spatial Profiler (DSP). Six FMTs from three patients with BHD and three normal kidney tissues were analyzed. L1CAM+ and FOXI1+ area of interest (AOI) were collected from tumor areas with various tumor compositions, including L1CAM+ dominant, FOXI1+ dominant, and mixed tumor areas. Spatial transcriptomic analysis identified distinct gene expression signatures in L1CAM+ and FOXI1+ FMT compartments independent of the local tumor compositions. FOXI1+ tumor cells showed robust enrichment for intercalated cells (IC)-associated gene signatures. In contrast, L1CAM+ tumor cells exhibited a heterogeneous transcriptional profile, with partial overlap across a spectrum of renal tubular epithelial cell types rather than a definitive principal cell-like identity. Despite this compartment-specific differences, both compartments share expression of a panel of tumor signature genes, including glycoprotein nmb (GPNMB) gene, and a core of cancer related biological functions and signaling pathways. Together, these findings refined the prior dichotomous model of BHD-associated renal tumors and support a model in which L1CAM+ and FOXI1+ tumor compartments represent divergent evolutionary or differentiation states with a common FLCN-mutant neoplastic transcriptional program. This spatial transcriptomic profiling provides molecular evidence for the morphological heterogeneity of FMTs and insights on the tumor biology of BHD-associated FMTs.

  7. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    7. Clinicopathological and Molecular Insights into ERBB2-altered S100/SOX10-positive Uterine Sarcoma: A Report of 6 Cases.

    7. ERBB2改变型S100/SOX10阳性子宫肉瘤的临床病理与分子学见解:6例报告
    作者:
    Zhuoyao Lyu, Wenqi Han, Hui Li, Xiaolong Liang, Xin Su, Huanwen Wu
    日期:
    2026-09-17

    A novel entity of ERBB2/ERBB3-mutated S100/SOX10-positive uterine sarcoma has recently been proposed. However, the detailed clinicopathologic spectrum and molecular features of this emerging entity remain to be further elucidated. Here, we describe 6 cases of ERBB2-altered uterine sarcoma. The patients ranged from 41 to 65 years old (median, 48 years). Most tumors (5/6; 83.3%) were centered in the cervical stroma. An infiltrative, interdigitating border was a consistent finding, with neoplastic cells intimately admixed with entrapped pre-existing smooth muscle fascicles. The tumor exhibits alternating hypercellular and hypocellular areas. Most cases (5/6; 83.3%) showed a predominantly spindled architecture arranged in a fascicular, herringbone, or storiform pattern. The tumor cells typically showed mild-to-moderate cytologic atypia, scant cytoplasm, and a brisk mitotic count (median: 28.5/10 HPFs). Intriguingly, the remaining case (1/6; 16.7%) harbored a concurrent TP53 nonsense mutation and exhibited a predominantly epithelioid architecture with marked cytological atypia. Notably, another distinctive finding was the presence of neoplastic multinucleated giant cells exhibiting a characteristic floret-like nuclear arrangement in all cases. The background stroma exhibited focal myxoid change, hyalinization, and variable inflammatory infiltrates. All cases exhibited strong and diffuse positivity for S100 and SOX10. Next-generation sequencing revealed a highly recurrent molecular signature characterized by universal oncogenic ERBB2 missense mutations (including the canonical V777L variant as well as other activating mutations) and CDKN2A copy number loss, frequently accompanied by inactivating ATRX mutations (66.7%), CDKN2B (66.7%), MTAP (50.0%) copy number loss, ERBB3 mutations (50.0%), and concurrent ERBB2 amplification (33.3%). Of the 6 patients, 1 (harboring a TP53 nonsense mutation) had bone metastasis at diagnosis and was lost to follow-up, 2 progressed at 3.5 and 5 months (one death at 10 months), and 3 remained alive with no evidence of disease at 10-12 months. Our results support this emerging entity as a distinct, aggressive gynecologic mesenchymal neoplasm harboring actionable ERBB2 alterations.

  8. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    8. Acute Myeloid Leukemia With KMT2A Amplification: A TP53-Alteration-Enriched Subgroup Associated With Chromoanagenesis and Poor Prognosis.

    作者:
    Thura Win Htut, Wei-Ying Jen, Ghayas C Issa, Sanam Loghavi, Abhishek Maiti, Alexandre Bazinet, Jayastu Senapati, Eitan Kugler, Calos Bueso-Ramos, Qing Wei, Gokce A Toruner, Musa Yilmaz, Gautam Borthakur, Nicholas J Short, Tapan M Kadia, Farhad Ravandi, Naval G Daver, Courtney D DiNardo, Guilin Tang
    日期:
    2026-09-17

    KMT2A amplification (KMT2A-amp) is a rare but aggressive genomic abnormality in acute myeloid leukemia (AML), with limited characterization in prior studies. We retrospectively analyzed 96 patients with AML harboring KMT2A-amp, including 56 newly diagnosed (ND) and 40 relapsed/refractory (RR) cases, with a median age of 68 years. Approximately half of the cases had therapy-related or secondary AML. All cases demonstrated highly complex karyotypes, with frequent -5/del(5q), -7/del(7q), and -17/del(17p). TP53 alteration was present in 93% of patients, whereas other recurrent AML-associated mutations were uncommon, and no AML-defining gene fusions or mutations were identified. In cases evaluated by optical genome mapping, all showed chromoanagenesis involving chromosome 11q23 region. Clinical outcomes were poor, with a median overall survival of 5.5 months in ND and 2.3 months in RR patients. Intensive chemotherapy did not improve survival compared with lower-intensity therapy, whereas venetoclax-based regimens were associated with improved overall survival (7.1 vs 4.6 months; p = 0.04) and event-free survival (6.7 vs 0.17 months; p < 0.01). We conclude that KMT2A-amp AML represents an extremely high-risk subgroup occurring in the context of TP53-associated genomic instability and chromoanagenesis. Its refractoriness to conventional chemotherapy highlights the urgent need for more effective, targeted therapeutic strategies.

  9. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    9. Erratum to "Cutaneous epithelioid/pleomorphic rhabdomyosarcoma, melanoma in disguise? an immunohistochemical, molecular, and epigenetic study of 13 patients" [Modern Pathology. 2026;39(5):100983].

    作者:
    Veronica Ulici, Baptiste Ameline, Ivy John, Josephine K Dermawan, Arivarasan Karunamurthy, Carina A Dehner, Anthony P Fernandez, Elizabeth Azzato, Travis Hattery, Scott E Kilpatrick, Alexandra L Isaacson, Jennifer S Ko, Karen J Fritchie, Daniel Baumhoer, Steven D Billings
    日期:
    2026-09-16

    该文献暂无摘要。

  10. JCR分区: Q1 CAS分区: B1 影响因子: 6.6

    10. Cross-Platform Concordance in DNA Methylation Based Classification of CNS Tumors.

    作者:
    Rania Alanany, Shimaa Sherif, Apryl Sanchez, Ashraf Saifullah, Abdulrahman Salhab, Heba Saadah, Eiman I Ahmed, Erdener Ozer, Ata Maaz, Thidathip Wongsurawat, Noha A Yousri, Christophe M Raynaud, Wouter Hendrickx
    日期:
    2026-09-07

    DNA methylation profiling enables precise classification of pediatric central nervous system (CNS) tumors. Oxford Nanopore Technologies (ONT) offers same-day, single-sample methylation readouts, but its concordance with Illumina EPIC arrays in routine diagnostic tasks remains incompletely defined. We profiled 23 pediatric tumors (18 CNS, 5 non-CNS) by EPIC arrays and ONT. Methylation profiles from both platforms were classified with crossNN (brain model or pan-cancer model); ONT data were additionally classified with Rapid-CNS2 and Sturgeon. We compared (i) classifier agreement with integrated histology (w/o NGS) at family/class levels, (ii) pass-rate above platform-specific score cutoffs, (iii) cross-platform concordance of copy-number variation (CNV), and MGMT promoter methylation status. In CNS cases, ONT and EPIC methylation profiles demonstrated strong correlation, except for a single outlier (P2), which was excluded from further analysis. Comparative assessment of the two platforms showed that: (a) Molecular classification of CNS tumors using the crossNN classifier was consistent with histology (w/o NGS) at the family level in all cases. (b) Copy-number profiles showed high concordance between platforms. (c) MGMT promoter methylation status matched in 94% of cases (16/17). When comparing ONT-specific analysis pipelines using the ONT data, the Rapid-CNS2 pipeline yielded the most reliable class level assignments with 94% (16/17) concordance with the histopathological diagnosis, which marginally exceeded the crossNN and sturgeon classifiers. In non-CNS tumors, the pan-cancer model produced low-confidence outputs with poor agreement with histology (w/o NGS) (only 1/5 concordant), indicating limited readiness for these entities. In conclusion, ONT enables same-day, clinically reliable family-level CNS tumor classification with high concordance to arrays, while EPIC retains a modest class-level edge. A key limitation of ONT is its reliance on fresh-frozen DNA and on classifiers originally built around array-derived CpG sites, rather than on models developed natively from ONT data.

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