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Background And Aims: Several therapies have been approved to treat Crohn's disease (CD) and ulcerative colitis (UC), indicating that both diseases may share the same molecular subtypes. The aim of this study is to identify shared patient subtypes with common molecular drivers of disease.
Methods: Five public datasets with 406 CD and 421 UC samples were integrated to identify molecular subtypes. Then, the patient labels from 6 independent datasets and 8 treatment datasets were predicted for validating subtypes and identifying the relationship with response status of corticosteroids, infliximab, vedolizumab, and ustekinumab.
Results: Two molecular subtypes were identified from the training datasets, in which CD and UC patients were relatively evenly represented in each subtype. We found 6 S1-specific gene modules related to innate/adaptive immune responses and tissue remodeling and 9 S1-specific cell types (cycling T cells, Tregs, CD8+ lamina propria, follicular B cells, cycling B cells, plasma cells, inflammatory monocytes, inflammatory fibroblasts, and postcapillary venules). Subtype S2 was associated with 3 modules related to metabolism functions and 4 cell types (immature enterocytes, transit amplifying cells, immature goblet cells, and WNT5B+ cells). The subtypes can be replicated in 6 independent datasets based on a 20-gene classifier. Furthermore, response rates to 4 treatments in subtype S2 were significantly higher than those in subtype S1.
Conclusions: This study discovered and validated a robust transcriptome-based molecular classification shared by CD and UC and built a 20-gene classifier. Because 2 subtypes have different molecular mechanisms and drug response, our classification may aid interpretation of heterogeneous molecular and clinical information in inflammatory bowel disease patients.
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http://dx.doi.org/10.1093/ecco-jcc/jjae152 | DOI Listing |
Virchows Arch
September 2025
Department of Oral Surgery and Pathology, School of Dentistry, Universidade Federal de Minas Gerais, Minas Gerais, Av. Antônio Carlos, Pampulha, Belo Horizonte, 31270-901, Brazil.
Plasmablastic lymphoma (PBL) is a rare and aggressive non-Hodgkin lymphoma with a poor prognosis and short survival rates. It is classified as a large B-cell lymphoma subtype, but carries a plasmacytic immunophenotype. Therefore, PBL has pathogenetic overlaps with diffuse large B-cell lymphoma not otherwise specified (DLBCL NOS) and plasma cell neoplasms (PCNs).
View Article and Find Full Text PDFNature
September 2025
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.
Cancer-associated muscle wasting is associated with poor clinical outcomes, but its underlying biology is largely uncharted in humans. Unbiased analysis of the RNAome (coding and non-coding RNAs) with unsupervised clustering using integrative non-negative matrix factorization provides a means of identifying distinct molecular subtypes and was applied here to muscle of patients with colorectal or pancreatic cancer. Rectus abdominis biopsies from 84 patients were profiled using high-throughput next-generation sequencing.
View Article and Find Full Text PDFNature
September 2025
Centre for Evolution and Cancer, Institute of Cancer Research, London, UK.
Cancer development and response to treatment are evolutionary processes, but characterizing evolutionary dynamics at a clinically meaningful scale has remained challenging. Here we develop a new methodology called EVOFLUx, based on natural DNA methylation barcodes fluctuating over time, that quantitatively infers evolutionary dynamics using only a bulk tumour methylation profile as input. We apply EVOFLUx to 1,976 well-characterized lymphoid cancer samples spanning a broad spectrum of diseases and show that initial tumour growth rate, malignancy age and epimutation rates vary by orders of magnitude across disease types.
View Article and Find Full Text PDFLeukemia
September 2025
I.R.C.C.S Santa Lucia Foundation, Via del Fosso di Fiorano, Rome, Italy.
At present there is no metabolic characterization of acute promyelocytic leukemia (APL). Pathognomonic of APL, PML::RARα fusion protein rewires metabolic pathways to feed anabolic tumor cell's growth. All-trans retinoic acid (ATRA) and arsenic trioxide (ATO)-based therapies render APL the most curable subtype of AML, yet approximately 1% of cases are resistant and 5% relapse.
View Article and Find Full Text PDFBull Cancer
September 2025
Département d'oncologie médicale, centre Léon-Bérard (CLB-UNICANCER), université Claude-Bernard (UCB Lyon 1), Lyon, France. Electronic address:
Granulosa cell tumors (GCTs) are rare ovarian neoplasms, accounting for 2-5% of all ovarian cancers. Two histological types have been described: juvenile (JGCT) and adult (AGCT), the latter accounting for around 95% of the GCTs. AGCTs are mostly diagnosed at an early stage and commonly have a good prognosis.
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