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To determine if clustering methods can use a holistic assessment of health-related quality-of-life after bladder cancer diagnosis to predict survival outcomes independent of clinical characteristics. In the United States, an estimated 81,180 cases of bladder cancer will be diagnosed in 2022. We aim to help address the knowledge gap concerning the impact of patient functional status on outcomes. This is a cross-sectional, retrospective cohort study of patients in the End Results-Medicare Health Outcomes Survey Registry. Age and 36-Item Short Form Survey (SF-36) responses were used as K-means inputs to identify homogenous clusters of older patients with bladder cancer. We analyzed the association between the identified clusters, patient and disease characteristics, and outcomes. We used Cox proportional hazard regression to compare overall survival. We identified 5 homogenous clusters that exhibited differences in patient characteristics and survival. There was no significant difference in cancer stage or surgery type among the clusters. The Cox proportional hazard regression demonstrated significant associations of cluster with gender, age, education, marital status, smoking status, type of surgery, and cancer stage on overall survival. Cluster independently predicted overall survival. Using unsupervised machine learning, we identified clusters of patients with bladder cancer who had similar mental and physical function scores. Cluster grouping suggests that patients' mental and physical function may not be based on disease or treatment. There are significant survival differences between all clusters, demonstrating that a holistic assessment of patient-reported health-related quality-of-life has the potential to predict survival and possible modifiable risk factors in older patients with bladder cancer. [ABSTRACT FROM AUTHOR]

Abstract Objective To evaluate the ability to perform activities of daily living (ADLs) in patients who required nursing home (NH) care after radical cystectomy (RC), as this surgery can impair patients' ability to perform ADLs in the postoperative period. Methods Patients undergoing RC were identified in a novel database of patients with at least two NH assessments linked with Medicare inpatient claims. The NH assessment included the Minimum Data Set (MDS)-ADL Long Form (0-28; a higher score equals greater impairment), which quantifies ADLs. Paired t -tests and chi-squared analysis were used for comparisons. Results We identified 471 patients that underwent RC and had at least one MDS-ADL assessment. In total, 245 patients lived elsewhere prior to RC and went to an NH after RC, while 122 patients lived in an NH before and after RC. Mean age of the population was 80.7 years (standard deviation 5.7). Of the 245 patients who did not live in a facility before RC, 68% of patients were discharged directly to an NH and 31% were discharged to another location before NH. There was no difference in MDS-ADL score between these groups (16.4 vs 15.0, P =.09). Among the patients who lived in an NH before and after RC, the mean pre- and post-operative MDS-ADL scores were significantly different (12.1 vs 16.6, P <.0001). Conclusion ADLs, as measured by the MDS-ADL Long Form score, worsen after RC. This should be an important part of the risks and benefits conversation with patients, their families, and caregivers. [ABSTRACT FROM AUTHOR]

Objective: To evaluate the ability to perform activities of daily living (ADLs) in patients who required nursing home (NH) care after radical cystectomy (RC), as this surgery can impair patients' ability to perform ADLs in the postoperative period.Methods: Patients undergoing RC were identified in a novel database of patients with at least two NH assessments linked with Medicare inpatient claims. The NH assessment included the Minimum Data Set (MDS)-ADL Long Form (0-28; a higher score equals greater impairment), which quantifies ADLs. Paired t-tests and chi-squared analysis were used for comparisons.Results: We identified 471 patients that underwent RC and had at least one MDS-ADL assessment. In total, 245 patients lived elsewhere prior to RC and went to an NH after RC, while 122 patients lived in an NH before and after RC. Mean age of the population was 80.7 years (standard deviation 5.7). Of the 245 patients who did not live in a facility before RC, 68% of patients were discharged directly to an NH and 31% were discharged to another location before NH. There was no difference in MDS-ADL score between these groups (16.4 vs 15.0, P = .09). Among the patients who lived in an NH before and after RC, the mean pre- and post-operative MDS-ADL scores were significantly different (12.1 vs 16.6, P<.0001).Conclusion: ADLs, as measured by the MDS-ADL Long Form score, worsen after RC. This should be an important part of the risks and benefits conversation with patients, their families, and caregivers. [ABSTRACT FROM AUTHOR]