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1.
Nat Commun ; 15(1): 3152, 2024 Apr 11.
Article En | MEDLINE | ID: mdl-38605064

While we recognize the prognostic importance of clinicopathological measures and circulating tumor DNA (ctDNA), the independent contribution of quantitative image markers to prognosis in non-small cell lung cancer (NSCLC) remains underexplored. In our multi-institutional study of 394 NSCLC patients, we utilize pre-treatment computed tomography (CT) and 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) to establish a habitat imaging framework for assessing regional heterogeneity within individual tumors. This framework identifies three PET/CT subtypes, which maintain prognostic value after adjusting for clinicopathologic risk factors including tumor volume. Additionally, these subtypes complement ctDNA in predicting disease recurrence. Radiogenomics analysis unveil the molecular underpinnings of these imaging subtypes, highlighting downregulation in interferon alpha and gamma pathways in the high-risk subtype. In summary, our study demonstrates that these habitat imaging subtypes effectively stratify NSCLC patients based on their risk levels for disease recurrence after initial curative surgery or radiotherapy, providing valuable insights for personalized treatment approaches.


Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Positron Emission Tomography Computed Tomography/methods , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Fluorodeoxyglucose F18 , Radiopharmaceuticals , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Positron-Emission Tomography , Tomography, X-Ray Computed , Retrospective Studies
3.
Animals (Basel) ; 13(2)2023 Jan 10.
Article En | MEDLINE | ID: mdl-36670785

Thirty stock type geldings (15 ± 3 years; 556 ± 63 kg BW) were used in a randomized complete design over 28 days to determine the influence of cannabidiol (CBD) oil supplementation levels on body weight, body condition, and blood chemistry. Horses were randomly assigned to one of three dietary treatments (n = 10 per treatment) formulated with canola oil to provide 1.50 mg CBD/kg BW (TRTA), 0.75 mg CBD/kg BW (TRTB), or 0.00 mg CBD/kg BW (canola oil; CTRL). Treatments were top-dressed onto concentrate and individually administered twice daily. Horses were maintained in adjacent dry lots and received coastal bermudagrass hay ad libitum. Body weight and body condition scores (BCS) were obtained every 14 days. On day 0 and 28, blood was collected via jugular venipuncture and serum was harvested to perform a blood chemistry panel and drugs of abuse screening at the Texas Veterinary Medical Diagnostic Laboratory. Data were analyzed using PROC MIXED of SAS (v9.4), and the model included treatment, time, and the treatment × time interaction, and linear and quadratic orthogonal polynomial contrasts to partition sum of squares. Analysis of composited treatment samples revealed lower CBD concentrations than indicated from initial testing by the manufacturer (0.13 mg CBD/kg in TRTA; 0.12 mg CBD/kg in TRTB). At this level of supplementation, canola-based CBD oil was well-accepted by mature horses, banned substances were not detectable in blood, and blood chemistry parameters were not adversely affected as a result of supplementation. More research is warranted to describe the discrepancy between formulated levels compared to tested levels of CBD in the canola-based supplement.

4.
mBio ; 12(3): e0273320, 2021 06 29.
Article En | MEDLINE | ID: mdl-34126769

Clostridioides difficile is a noteworthy pathogen in patients with inflammatory bowel disease (IBD). Patients with IBD who develop concurrent C. difficile infection (CDI) experience increased morbidity and mortality. IBD is associated with intestinal inflammation and alterations of the gut microbiota, both of which can diminish colonization resistance to C. difficile. Here, we describe the development of a mouse model to explore the role that IBD-induced changes of the gut microbiome play in susceptibility to C. difficile. Helicobacter hepaticus, a normal member of the mouse gut microbiota, triggers pathological inflammation in the distal intestine akin to human IBD in mice that lack intact interleukin 10 (IL-10) signaling. We demonstrate that mice with H. hepaticus-induced IBD were susceptible to C. difficile colonization in the absence of other perturbations, such as antibiotic treatment. Concomitant IBD and CDI were associated with significantly worse disease than observed in animals with colitis alone. Development of IBD resulted in a distinct intestinal microbiota community compared to that of non-IBD controls. Inflammation played a critical role in the susceptibility of animals with IBD to C. difficile colonization, as mice colonized with an isogenic mutant of H. hepaticus that triggers an attenuated intestinal inflammation maintained full colonization resistance. These studies with a novel mouse model of IBD and CDI emphasize the importance of host responses and alterations of the gut microbiota in susceptibility to C. difficile colonization and infection in the setting of IBD. IMPORTANCE The incidence of C. difficile infection (CDI) has increased significantly among patients with IBD, independently of antibiotic use, yet the relationship between IBD and increased risk for CDI remains to be understood. Our study sought to describe and utilize an antibiotic-independent mouse model to specifically explore the relationship between the IBD-associated gut and susceptibility to C. difficile colonization and CDI development. We demonstrate that the development of IBD is sufficient to render mice susceptible to C. difficile colonization and results in significantly worse disease than IBD alone. Furthermore, this model requires IBD-induced inflammation to overcome colonization resistance to C. difficile. This model recapitulates human IBD and CDI comorbidity and will aid in developing new clinical approaches to predict, diagnose, and treat C. difficile infection in the IBD population.


Clostridioides difficile/pathogenicity , Clostridium Infections/etiology , Gastrointestinal Microbiome , Inflammation/complications , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/microbiology , Intestines/immunology , Animals , Clostridium Infections/immunology , Disease Models, Animal , Disease Susceptibility , Female , Intestines/microbiology , Intestines/pathology , Male , Mice , Mice, Inbred C57BL
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