Säilä J, Lehto TP, Rannikko A
… +3 more, Kallioniemi O, Mirtti T, Pellinen T
J Pathol Clin Res
· 2026 Jan · PMID 41410015
·
Full text
Prostate cancer (PCa) lacks reliable and accurate tissue-based biomarkers to support prognostic stratification and clinical treatment decisions. Current diagnostic assessment, including Gleason grading, has limitations s...Prostate cancer (PCa) lacks reliable and accurate tissue-based biomarkers to support prognostic stratification and clinical treatment decisions. Current diagnostic assessment, including Gleason grading, has limitations such as interobserver variability and insufficient granularity for disease aggressiveness. Fibroblast activation protein (FAP) and α-smooth muscle actin (αSMA) have emerged as putative stromal biomarkers, but their prognostic value in localised PCa has not been validated at scale. In this study, we developed a novel artificial intelligence (AI)-augmented image analysis pipeline tailored for dual-marker immunohistochemistry of FAP and αSMA, enabling automated, tissue compartment-specific quantification of biomarker expression. This deep learning model was trained and validated using digitised high-resolution whole-slide images of tissue microarrays from three prostatectomy cohorts, comprising 4,097 cores from 835 patients with comprehensive clinical follow-up data. The AI pipeline demonstrated high accuracy in detecting epithelial, stromal, and immune compartments, as well as in quantifying FAP and αSMA signals. We validated stromal FAP as a robust prognostic marker consistently associated with adverse clinical outcomes, including earlier biochemical recurrence, metastasis, and cancer-specific death. Epithelial FAP and stromal αSMA showed additional prognostic associations in selected analyses, particularly in MRI-visible tumours. Our findings reinforce the biological and clinical relevance of stromal FAP in the prostate tumour microenvironment. By enabling standardised and scalable biomarker quantification, our newly developed AI-assisted workflow advances the clinical utility of FAP and αSMA and demonstrates the power of integrating digital pathology with biomarker quantification. This study represents a critical step toward implementing stromal biomarkers in routine PCa diagnostics and underscores the potential of AI-enhanced histopathology in advancing precision oncology.
Svensson M, Lehn S, Jacobsen H
… +4 more, Olsson Hau S, Jönsson G, Pietras K, Jirström K
J Pathol Clin Res
· 2026 Jan · PMID 41392017
·
Full text
Despite significant progress in oncology research, pancreatic cancer remains inherently difficult to treat, and the mechanisms underlying therapeutic resistance remain unresolved. Decorin (DCN), a member of the family of...Despite significant progress in oncology research, pancreatic cancer remains inherently difficult to treat, and the mechanisms underlying therapeutic resistance remain unresolved. Decorin (DCN), a member of the family of small leucine-rich proteoglycans, has emerged as a versatile actor in various malignant diseases. The aim of this study was to further explore the potential clinical significance of DCN in pancreatic cancer, both regarding its dynamics in serum during chemotherapy and its compartmental and cellular distribution in tumour tissue. To this end, repeated on-treatment levels of soluble DCN were measured using proximity extension assay in 124 patients enrolled in a prospective, observational clinical study, inviting patients diagnosed with pancreatic or other pancreatobiliary-type periampullary adenocarcinoma eligible for adjuvant (n = 30) or first-line palliative (n = 94) chemotherapy. Multiplexed immunofluorescence was applied to map DCN and the associated immune landscape in resected tumours. The results showed increasing levels of DCN in serum after initiation of chemotherapy in palliative, but not in adjuvant, patients. A higher rate of change of serum DCN was an independent adverse prognostic factor in both treatment settings. There was no significant association between systemic levels and local DCN expression. Varying expression of DCN was denoted in both tumour cells, immune cells and stroma, but the prognostic significance was mainly assigned to its expression in B cells. In particular, a higher percentage of DCN positive B cells, overall and in interaction with tumour cells, were independent predictors of shorter survival. In summary, this study is the first to demonstrate the potential clinical utility of on-treatment monitoring of systemic DCN in patients with pancreatic cancer. The findings also provide interesting leads for further research into how DCN may interact with the immune microenvironment to promote tumour development and the emergence of chemoresistance.
J Pathol Clin Res
· 2026 Jan · PMID 41334583
·
Full text
Although adenoid ameloblastoma (AA) has recently been included in the WHO classification as a separate tumour type, its clinical, histological, immunohistochemical, and molecular similarities to dentinogenic ghost cell t...Although adenoid ameloblastoma (AA) has recently been included in the WHO classification as a separate tumour type, its clinical, histological, immunohistochemical, and molecular similarities to dentinogenic ghost cell tumour (DGCT) raise questions about the current classification system. The aim of this study was to investigate the epigenetic similarity between AA and DGCT. A total of 35 odontogenic tumours consisting of 6 types, including 3 AAs and 4 DGCTs, were collected for this study. DNA methylation analysis was performed using the Infinium MethylationEPIC v2.0 BeadChip. Unsupervised clustering analysis was performed using t-distributed stochastic neighbour embedding (t-SNE) and Uniform Manifold Approximation and Projection (UMAP). No differentially methylated regions were identified between AA and DGCT. Both t-SNE and UMAP plots demonstrated that AAs clustered together with DGCTs, clearly separated from the other types of odontogenic tumour. Within the AA and DGCT methylation class, no subclasses were identified by the presence of the so-called AA-like histology, characterised by cribriform architecture and duct-like structures. These findings suggest a clear epigenetic similarity between AA and DGCT, further supporting the notion that the two tumours represent a spectrum of the same entity and may be better classified on a molecular basis as 'WNT pathway-altered odontogenic tumours'.
Yang J, Zhang J, Li J
… +4 more, Liu Y, Wang Y, Hu A, Liu C
J Pathol Clin Res
· 2026 Jan · PMID 41317331
·
Full text
Uterine tumor resembling ovarian sex cord tumor (UTROSCT) constitutes an exceptionally rare histological subset of uterine mesenchymal neoplasms. While most cases have benign clinical behavior, a subset of UTROSCTs exhib...Uterine tumor resembling ovarian sex cord tumor (UTROSCT) constitutes an exceptionally rare histological subset of uterine mesenchymal neoplasms. While most cases have benign clinical behavior, a subset of UTROSCTs exhibits clinically aggressive behavior characterized by recurrence and metastasis. Here, we present a cohort of 25 UTROSCT cases molecularly confirmed by recurrent fusion gene detection, including ESR1::NCOA3 (n = 12), GREB1::NCOA1 (n = 6), ESR1::NCOA2 (n = 3), GREB1::NCOA2 (n = 2), GREB1::SS18 (n = 1), and GREB1::CTNNB1 (n = 1). Notably, six cases (6/25, 24%) demonstrated recurrence/metastasis: two cases showed intrauterine recurrence (harboring ESR1::NCOA3 and GREB1::NCOA1 fusions), while four developed extrauterine metastases (carrying ESR1::NCOA3, ESR1::NCOA2, GREB1::NCOA1, and GREB1::NCOA2 fusions), with one fatality. To dissect the biological basis of UTROSCT aggressiveness, we performed integrated clinicopathologic, immunohistochemical, and molecular profiling. Multivariate analysis identified tumor size >5 cm, FIGO stage IB, and lymphovascular space invasion (LVSI) as independent predictors of recurrence/metastasis, whereas histologic features, proliferation index, and fusion gene subtypes lacked prognostic significance. Multi-omics analysis of primary versus metastatic tumors revealed striking copy number variations (CNVs) exclusively in metastatic lesions. Specifically, heterozygous losses of SMARCB1 (2/4 metastatic cases) and ATRX (1/4 metastatic cases) were identified; both play critical roles in chromatin remodeling. These genetic alterations were conspicuously absent in primary tumors, suggesting their potential role in metastatic progression. Our findings represent the first demonstration of CNV-driven oncogenic evolution in UTROSCTs, particularly implicating SWI/SNF complex dysregulation in metastatic competence.
Pan C, Xiang S, Jiang M
… +6 more, Li Y, Huang B, Ye T, Du Y, Tang X, Yuan Y
J Pathol Clin Res
· 2026 Jan · PMID 41317330
·
Full text
This study characterizes a novel disease pattern of membranous nephropathy (MN) that exhibits overlapping clinicopathological features with minimal change disease (MCD), termed 'MCD-like MN'. Patients with histologically...This study characterizes a novel disease pattern of membranous nephropathy (MN) that exhibits overlapping clinicopathological features with minimal change disease (MCD), termed 'MCD-like MN'. Patients with histologically confirmed MN showing sparse and segmental subepithelial electron-dense deposits (EDD) but clinically resembling MCD were enrolled, alongside age- and gender-matched classic MCD and MN controls. Clinicopathological parameters were compared across groups. MN-associated antigens and MCD-related podocyte antigens were analyzed in renal tissues and serum. Among 107 archival MCD cases re-evaluated, 16 were reclassified as MCD-like MN based on EDD presence. Pathologically, these cases demonstrated IgG deposition in podocytes (62.5%), significantly higher than classic MCD (6.2%), but lacked complement activation and showed milder interstitial fibrosis compared to MN. Clinically, MCD-like MN patients presented a shorter disease duration and higher complete remission rates compared to MN (p < 0.01), resembling classical MCD. Additionally, they had lower serum creatinine levels than MCD patients (p < 0.01), which were more similar to MN levels. Furthermore, MN-associated antigens were detected in MCD-like MN cases and some of the serum antibodies' levels were increased, suggesting shared pathogenesis with MN, albeit with distinct immune features. Besides, spectrometry counts of podocyte antigens were not increased, and serum anti-podocyte antibodies were either absent or not elevated compared to MCD patients, ruling out antibody-mediated podocytopathy. Collectively, MCD-like MN represents a distinct MN subtype with atypical MCD-like clinicopathological features, likely driven by a unique immune mechanism divergent from both classic MN and MCD.
Bandke D, Weis S, Gruber A
… +4 more, Noack P, Kalev O, Ornig K, Langer R
J Pathol Clin Res
· 2026 Jan · PMID 41317317
·
Full text
Research on the tumour microenvironment in brain metastases (BM) has predominantly focused on the immune response, while the presence, morphological patterns, and potential clinical relevance of intratumoural stroma rema...Research on the tumour microenvironment in brain metastases (BM) has predominantly focused on the immune response, while the presence, morphological patterns, and potential clinical relevance of intratumoural stroma remain less intensively investigated. We retrospectively analysed 604 BM (529 carcinomas, 75 melanomas) from 556 patients. Intratumoural stroma was histomorphologically classified into absent/unclear (Group 0), present without desmoplasia (Group 1) or with desmoplasia (Group 2). Associations with histological features, clinical parameters, and survival were evaluated. Intratumoural stroma was absent in 63.2% of tumours (n = 382), was present without desmoplasia in 14.9% (n = 90), and was desmoplastic in 21.9% (n = 132). Desmoplasia was most frequent in metastases from breast carcinomas and pulmonary squamous cell carcinomas. No significant associations were found between stroma groups and age, sex, brain location, PD-L1 expression, oncogenic mutations in lung carcinoma, or breast-cancer molecular subtype. Independent predictors of poorer survival were increasing age (HR = 1.029, 95% CI: 1.018-1.039, p < 0.001), male sex (HR = 1.492, 95% CI: 1.204-1.849, p < 0.001), and infratentorial location (HR = 1.402, 95% CI: 1.125-1.748, p = 0.003). Stroma groups showed no independent prognostic value in the overall cohort. However, subgroup analysis of non-small cell lung cancer revealed a U-shaped relationship, with Group 1 stroma linked to better survival (p = 0.020). In summary, intratumoural stroma in BM is a carcinoma-specific phenomenon, absent in melanoma. Patient outcomes, however, were primarily determined by demographic and anatomical factors rather than stromal morphology in the overall cohort but may have clinical relevance in particular tumour subgroups.
Craciun OM, García-Ovejero E, Campbell F
… +23 more, Montes-Mota M, Holdenrieder S, Trulson I, Worf K, Gabriel S, Kowalewska M, Michalek I, Maslova K, Taraszkiewicz L, Del Águila J, Colling R, Tan PH, Goldman-Lévy G, Giesen C, Cierco Jimenez R, Lokuhetty D, Cree IA, Indave I, Pérez Gómez B, Chechlińska M, Pollán Santamaría M, Plans-Beriso E, WCT EVI MAP Project Team
J Pathol Clin Res
· 2026 Jan · PMID 41317315
·
Full text
The World Health Organization (WHO) Classification of Tumours: A Living Evidence Gap Map by Tumour Type (WCT EVI MAP) project aims to develop Evidence Gap Maps of the available evidence, primarily to inform the WHO Class...The World Health Organization (WHO) Classification of Tumours: A Living Evidence Gap Map by Tumour Type (WCT EVI MAP) project aims to develop Evidence Gap Maps of the available evidence, primarily to inform the WHO Classification of Tumours. The project, covering all tumour types, faces the challenge of reviewing a huge number of studies by reviewers from multiple backgrounds. The aim was to develop a decision tree (DT) diagram for classifying study designs reporting on tumour pathology studies, in order to support the decision-making process when assigning evidence levels across various disciplines. A modified consensus process, incorporating stakeholder workshops, was conducted in three phases: (1) development of the initial DT diagram draft (literature review and expert evaluation); (2) iterative reviews with project partners; and (3) testing the advanced DT diagram version with several sets of references to refine critical points. A total of 368 records were used for training throughout the entire process. Consensus was achieved when classifications could categorise studies consistently without causing discordance in new example sets. A DT diagram and its Glossary of Operational Definitions with 27 decision nodes and 26 categories were developed. The DT diagram is organised into six sections: WCT EVI MAP selection criteria, evidence synthesis, basic research related studies, descriptive studies, observational and experimental studies, and diagnostic test studies. The DT diagram is a valuable tool for the project's needs, successfully integrating diverse disciplinary perspectives for classifying evidence in tumour pathology research according to study design. It lays the foundation for future advancements in evidence mapping and classification within tumour pathology and related disciplines.
J Pathol Clin Res
· 2025 Nov · PMID 41235705
·
Full text
Several prognostic markers, including tumor-infiltrating lymphocytes, which have been recently identified in penile squamous cell carcinoma (pSCC), have focused mostly on T cells. The prognostic role of B cells and terti...Several prognostic markers, including tumor-infiltrating lymphocytes, which have been recently identified in penile squamous cell carcinoma (pSCC), have focused mostly on T cells. The prognostic role of B cells and tertiary lymphoid structures (TLSs) has not yet been sufficiently described. We examined whole tissue sections histopathologically for TLSs and immunohistochemically for CD20 and CD138. The B-cell immunoscore (B-IS) divided the cohort into five categories based on the expression of these two B-cell/plasma cell markers (CD20 and CD138, respectively). Patients with fewer TLSs had worse overall survival (OS) [hazard ratio (HR) = 2.17; 95% CI: 0.94-5; p = 0.069]. A significant association was identified between a high TLS diameter and the presence of a lymphocytic infiltrate [odds ratio (OR) = 2.2442; 95% CI: 1.1022-4.55; p = 0.0208]. Patients with low B-IS (HR = 1.89, 95% CI: 1.18-3.03, p = 0.008), a low number of CD20 cells in the tumor center (HR = 1.67, 95% CI: 1.04-2.7, p = 0.035), and a low number of CD20 cells at the tumor invasion front (HR = 1.69, 95% CI: 1.06-2.78; p = 0.028) had significantly worse OS. High B-ISs were strongly associated with a mutated p53 profile detected by immunohistochemistry (OR = 4.76, 95% CI: 1.32-25, p = 0.011), low T-cell immunoscores (OR = 0.49; 95% CI: 0.23-1.03; p = 0.051), and brisk lymphocytic infiltration (OR = 2.0417, 95% CI: 1.01-4.76; p = 0.037). High CD20 cell counts at the invasion front were associated with histological grade 3 disease (OR = 2.44, 95% CI 1.15-5.26, p = 0.015). An association was also observed between low B-IS and mutations in KMT2D (OR 0.31, 95% CI: 0.07-1.21, p = 0.057) and EGFR (OR = ∞, 95% CI: 0.86-∞, p = 0.053). In conclusion, high numbers of tumor-infiltrating B cells within TLSs represent a favorable prognostic marker in pSCC. These findings emphasize the need to identify novel microscopic prognostic markers during pathological assessment to guide early and appropriate therapeutic strategies.
Llinares-Burguet I, Sanoguera-Miralles L, Bueno-Martínez E
… +5 more, García-Álvarez A, Valenzuela-Palomo A, Pérez-Segura P, de la Hoya M, Velasco-Sampedro EA