Allostatic Load in Endometrial Cancer Disparities
Bey, G. S.; Bowen, M. B.; Wu, S.; Boykin, M.; Bernard, L.; Zhang, Q.; Melendez, B.; Celestino, J.; Batsis, J. A.; Sun, C.; Lin, F.-C.; Yates, M. S.
Show abstract
Background: Endometrial cancer incidence and mortality are increasing, particularly among Black women and for aggressive subtypes. Allostatic load (AL), a composite measure of physiologic dysregulation across metabolic, cardiovascular, and immune systems, varies by racial category and tumor subtype in other cancers. Endometrial cancer is strongly associated with obesity, and it is unknown whether AL scores maintain sufficient heterogeneity to evaluate differences across subgroups or with clinical outcomes. Objective: To describe the performance of AL scoring in endometrial cancer patients and examine associations with tumor characteristics (grade/histology) and survival outcomes. Methods: We evaluated AL among 398 participants newly diagnosed with endometrial cancer. AL score was calculated by assigning 1 point for each ''high-risk'' value (by clinical reference range or distribution-based) for 15 biologic variables for vital signs, anthropometrics, blood-based biomarkers, and medical comorbidities. Results: Distribution-based thresholds for variables were used to preserve heterogeneity in this obesity-dominant context. Overall, 68.7% of Black women had high AL compared to White (56.7%), Hispanic (56.7%), and other race (32.3%) women. Decision tree analyses revealed grade-dependent associations between AL and survival. For women with low-grade tumors, higher AL was associated with poorer overall survival. For high-grade tumors, intermediate AL ([≥]4, <8) were associated with shortest overall survival. Black women with low-grade disease experienced shorter progression-free survival regardless of AL. Conclusions: AL scoring maintains heterogeneity despite high obesity prevalence in endometrial cancer. Varying relationships between AL and survival by tumor grade and ethnoracial group suggest cumulative physiologic burden and social/structural factors may jointly shape endometrial cancer disparities.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The Impact of Variance in Carnitine Palmitoyltransferase-1 Expression on Breast Cancer Prognosis is Stratified by Clinical and Anthropometric Factors 93%
- Generation and characterization of a mouse model of conditional Chd4 knockout in the endometrial epithelium. 92%
- Autocrine Signaling by Receptor Tyrosine Kinases in Urothelial Carcinoma of the Bladder 91%
Similar papers in this journal
- Analysis of promoter-associated chromatin interactions reveals biologically relevant candidate target genes at endometrial cancer risk loci 92%
- Protein profiling of breast carcinomas reveals expression of immune-suppressive factors and signatures relevant to patient outcome 92%
- Hormone Receptor-status Prediction in Breast Cancer Using Gene Expression Profiles and Their Macroscopic Landscape 92%
Similar papers in this journal
- Incorporating Polygenic Risk Scores and Nongenetic Risk Factors for Breast Cancer Risk Prediction among Asian Women, Results from Asia Breast Cancer Consortium 91%
- Obesity paradox in patients with cancer: A systematic review and meta-analysis of 6,320,365 patients 90%
- Venous Thromboembolism and the Effects of Statin and Hormone Therapy: A Case-Control Study of 250,000 Women 50-64 years of age 90%
Similar papers in this journal
- Characterization of a novel estrogen- and progesterone-responsive endometrial cancer cell line: HCI-EC-23 94%
- Ovarian Tumor Mitochondria Exhibit Abnormal Phenotypes and Blunted Associations with Biobehavioral Factors 93%
- Pan-cancer analyses of the associations between 109 pre-existing conditions and cancer treatment patterns across 19 adult cancers 92%
Similar papers in this journal
- Sex steroid hormones and risk of breast cancer incidence and survival: A two-sample Mendelian randomization study 93%
- A genome-wide association study of mammographic texture variation 92%
- Preventing ovariectomy-induced weight gain decreases tumor burden in rodent models of obesity and postmenopausal breast cancer. 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.