98%
921
2 minutes
20
Background: The goal of the study was to spatially validate intratumoral subregions (tumor habitat) using physiologic magnetic resonance imaging (MRI) on the pathology of the isocitrate dehydrogenase (IDH)-wild-type whole-glioblastoma sample.
Methods: Data from 20 patients (168 slides) were obtained from the Ivy Glioblastoma Atlas Project. On MRI, tumor habitats were defined using voxel-wise clustering of the apparent diffusion coefficient and cerebral blood volume maps for contrast-enhancing lesions (CEL) and non-enhancing lesions (NEL). On pathology slides, normalized areas of leading-edge, infiltrating tumor (IT), cellular tumor (CT), hypervascular lesion (CThypervascular), and perinecrotic lesion (CTperinecrotic) were obtained. Gross specimen was coregistered on MRI and correlation between pathology-MRI habitats was calculated. RNA sequencing of 67 samples was assessed using 4 Neftel subtypes and further correlated with pathology.
Results: Six tumor habitats were identified: hypervascular, hypovascular cellular, and hypovascular hypocellular habitats for CEL and NEL. CT was correlated with hypovascular cellular habitat in CEL (r = 0.238, P = .005). IT was correlated with hypovascular cellular habitat in NEL (r = 0.294, P = .017). CThypervascular was correlated with hypervascular habitat in NEL (r = 0.195, P = .023). CTperinecrotic was correlated with imaging necrosis (r = 0.199, P = .005). Astrocyte-like subtypes were correlated with IT (r = 0.256, P < .001), while mesenchymal-like subtypes were correlated with CTperinecrotic area (r = 0.246, P < .001).
Conclusions: Pathologically matched tumor subregions were CT with hypovascular cellular habitat in CEL and infiltrative tumor with hypovascular cellular habitat in NEL. Identification of the most aggressive, as well as infiltrative tumor portion, can be achieved using noninvasive MRI tumor habitats.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11726254 | PMC |
http://dx.doi.org/10.1093/neuonc/noae161 | DOI Listing |
J Neurooncol
September 2025
Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, 266003, Shandong, China.
Rationale And Objectives: Double expression lymphoma (DEL) is an independent high-risk prognostic factor for primary CNS lymphoma (PCNSL), and its diagnosis currently relies on invasive methods. This study first integrates radiomics and habitat radiomics features to enhance preoperative DEL status prediction models via intratumoral heterogeneity analysis.
Materials And Methods: Clinical, pathological, and MRI imaging data of 139 PCNSL patients from two independent centers were collected.
Brain Behav
September 2025
Department of Neurosurgery, First Medical Center of the Chinese PLA General Hospital, Beijing, People's Republic of China.
Background: The gut microbiota plays a crucial role in the development of glioma. With the evolution of artificial intelligence technology, applying AI to analyze the vast amount of data from the gut microbiome indicates the potential that artificial intelligence and computational biology hold in transforming medical diagnostics and personalized medicine.
Methods: We conducted metagenomic sequencing on stool samples from 42 patients diagnosed with glioma after operation and 30 non-intracranial tumor patients and developed a Gradient Boosting Machine (GBM) machine learning model to predict the glioma patients based on the gut microbiome data.
Medicine (Baltimore)
September 2025
Laboratory Department of Laoshan Hospital, Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, P.R. China.
Background And Objectives: The objective of this study was to investigate the changes in fecal microbial diversity and metabolic product levels in patients with stage IV colorectal cancer (CRC). The aim was to provide new research strategies for the diagnosis and treatment of CRC.
Methods: Fecal and blood samples were collected from both stage IV CRC patients and healthy individuals.
Gut Microbes
December 2025
Cancer Research Laboratory, Chengde Medical College, Chengde, Hebei, China.
Genetic predisposition and environmental factors, including psychological stress, play prominent roles in driving the development and progression of colorectal neoplasms. However, the mechanisms through which chronic stress drives the progression of colorectal neoplasm remain unclear. The gut microbiota is closely linked to chronic psychological stress (chronic stress) and colorectal neoplasms.
View Article and Find Full Text PDFJ Obstet Gynaecol Res
September 2025
Department of Biomedical Sciences, College of Health Sciences, QU-Health, Qatar University, Doha, Qatar.
Aim: Recent studies show that human microbiomes play a significant role in the development of endometrial carcinoma, which is a common gynecological cancer affecting women of reproductive age. This review provides an extensive analysis of how the microbiome interacts with endometrial carcinoma while focusing on its impact on disease progression and potential therapeutic advancements.
Methods: Extensive literature research was conducted to examine how microbial dysbiosis affects endometrial cancer development.