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Author(s):  
Thomas Michael Kuczmarski ◽  
Tim Jaung ◽  
Claire E. Mancuso ◽  
Lee Mozessohn ◽  
Lizabeth Roemer ◽  
...  

For patients with blood cancers, comorbid mental health disorders at diagnosis likely affect the entire disease trajectory, as they can interfere with disease information processing, lead to poor coping, and even cause delays in care. We aimed to characterize the prevalence of depression and anxiety in patients with blood cancers. Using the Surveillance, Epidemiology, and End Results-Medicare database, we identified patients 67 years and older diagnosed with lymphoma, myeloma, leukemia, or myelodysplastic syndromes between 2000 and 2015. We determined the prevalence of pre-cancer and cancer-associated (CA) depression and anxiety using claims data. We identified factors associated with CA-depression and CA-anxiety in multivariate analyses. Among 75,691 patients, 18.6% had at least one diagnosis of depression or anxiety. Of the total cohort, 13.7% had pre-cancer depression and/or pre-cancer anxiety, while 4.9% had CA-depression or CA-anxiety. Compared to patients without pre-cancer anxiety, those with pre-cancer anxiety were more likely to have subsequent claims for CA-depression (OR 2.98; 95% CI 2.61-3.41). Other factors associated with higher risk of CA-depression included female sex, non-married status, higher comorbidity, and myeloma diagnosis. Patients with pre-cancer depression were significantly more likely to have subsequent claims for CA-anxiety compared to patients without pre-cancer depression (OR 3.01; 95% CI 2.63-3.44). Female sex and myeloma diagnosis were also associated with CA-anxiety. In this large cohort of older patients with newly diagnosed blood cancers, almost one in five suffered from depression or anxiety, highlighting a critical need for systematic mental health screening and management for this population.


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 4091-4091
Author(s):  
Jing Dong ◽  
Zhuping Garacci ◽  
Christopher Staffi Buradagunta ◽  
Meera Mohan ◽  
Anita D'Souza ◽  
...  

Abstract Background: Recent treatment advances have greatly improved the survival in multiple myeloma (MM), the second most common hematologic malignancy in the US. However, large racial and ethnic disparities in MM survival still exist. Previous Surveillance, Epidemiology and End Results (SEER)-based analyses suggest Hispanics have lower utilization rate of effective antimyeloma therapies and worse overall survival than non-Hispanic whites (NHWs) with MM, but the factors associated with these disparities are not clear. To understand the nature of the disparity, we used a novel tapered matching approach to examine the sequential effects of demographics, clinical, and treatment-related factors on the disparities in survival time between Hispanic and NHW patients with MM. Methods: We identified 1,591 Hispanic and 20,831 NHW patients, 65 years or older, diagnosed with MM between 1999 and 2017 in the SEER-Medicare database (2020 release). MM diagnosis was defined by International Classification of Diseases for Oncology, Third Edition using topography codes (C42.1) and histologic codes (M9732/3). All patients have continuous enrollment in Medicare parts A and B from 12 months before MM diagnosis to at least 12 months after MM diagnosis or death, whichever occurs first. Patients were followed up until death from any cause, maximum claim date, or December 31, 2018. Four sets of 1,591 NHW patients were matched sequentially to the same set of 1,591 Hispanic patients, based on demographics (age, sex, year of diagnosis, SEER site, and marital status), socioeconomic status (SES, demographic variables plus SES), presentation (SES variables plus comorbidities) and treatment (presentation variables plus chemotherapy, proteasome inhibitors (PIs), immunomodulatory drugs (IMiDs) and autologous stem cell transplantation (ASCT)). All matching was performed using the OPTNET procedure in SAS 9.4 to identify the optimal 1:1 matched cohort that had the minimal total distance between Hispanic and NHW matched pairs. We used paired Cox proportional hazards models to examine survival over time and hazard ratios (HRs) and used the bootstrap method to obtain standard errors for the paired differences in survival. Results: Overall, compared to the unmatched NHWs, Hispanics were younger on average (75.8 vs. 77.1 years), more likely to be female (52.6% vs. 48.0%), to have low SES (52.6% vs. 23.1%), but less likely to be married at diagnosis (36.4% vs. 40.2%). Hispanics also had more comorbidities (Comorbidity Index = 0, 16.2% vs. 22.0%), but were less likely to receive ASCT (4.0% vs. 5.3%) than NHWs (all P < 0.05, Table 1). During follow-up evaluation, 1,217 of 1,591 Hispanics (76.5%) and 16,479 of 20,831 NHWs (79.1%) died. Compared with demographics matched NHWs, Hispanics had a significantly shorter median survival (30.0 vs. 37.0 months; P=0.004). After matching on SES, the difference in median survival was no longer significant (P=0.46), neither in the matching on presentation (P=0.38) nor treatment (P=0.19). The absolute difference in 5-year survival between Hispanics (29.6%) and NHWs (33.2%) was 3.6% (95%CI, 0.1%-6.9%, P = 0.002) in the demographics match. After we matched for SES, the difference in 5-year survival was reduced to 2.2% (95%CI, -1.2%-5.7%) and was not statistically significant (P = 0.32). No 5-year survival difference was observed in the presentation or treatment match (both P > 0.05) (Table 2 and Figure 1). We further conducted stratified analysis by SES and found that among those with low SES, NHWs still had a marginally significant longer median survival (30.0 vs 26.0 months, P=0.06) and better 5-year survival (28.4% vs. 25.5%, P =0.07) than Hispanics in the demographics match. Further matching on presentation and treatment eliminated the survival differences between NHWs and Hispanics who were both at low SES. However, if NHWs and Hispanics were both at high SES, they experienced similar survival across the demographics, presentation and treatment match (all P > 0.1). Conclusions: In the SEER-Medicare database, SES could account for the disparities in survival time between Hispanic and NHW patients with MM. While SES is an important prognostic factor of MM, additional social, clinical, and biological factors also need to be investigated to understand the mechanisms underlying survival disparity in patients with low SES, so proper intervention and policy development could be implemented. Figure 1 Figure 1. Disclosures Mohan: Medical College of Wisconsin: Current Employment. D'Souza: Imbrium, Pfizer, BMS: Membership on an entity's Board of Directors or advisory committees; Sanofi, Takeda, Teneobio, CAELUM, Prothena: Research Funding; Janssen, Prothena: Consultancy. Dhakal: Fate: Research Funding; Carsgen: Research Funding; Natera: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Membership on an entity's Board of Directors or advisory committees, Research Funding; Karyopharm: Speakers Bureau; Sanofi: Research Funding, Speakers Bureau; BMS: Honoraria, Speakers Bureau; GSK: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding. Hari: Millenium: Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Honoraria, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding, Speakers Bureau; Adaptive Biotech: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Sanofi: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; GSK: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding, Speakers Bureau; Amgen: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding, Speakers Bureau; Karyopharm: Consultancy; Oncopeptides: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Takeda: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding, Speakers Bureau; Celgene-BMS: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Other, Research Funding, Speakers Bureau.


2021 ◽  
Vol 4 (10) ◽  
pp. e2131020
Author(s):  
Timothy J. Robinson ◽  
Lauren E. Wilson ◽  
P. Kelly Marcom ◽  
Melissa Troester ◽  
Charles F. Lynch ◽  
...  

2021 ◽  
Vol 12 ◽  
Author(s):  
Daniel G. Whitney ◽  
Mary Schmidt ◽  
Edward A. Hurvitz

Objective: Aging with cerebral palsy is accompanied by a declining health and function status across neurological and non-neurological systems. There is a need to understand the shared pathophysiology among comorbidities for adults with cerebral palsy, to inform clinical assessment and guidelines for interventions to improve healthful aging. To begin defining multimorbidity, this study identified the most common comorbidity combinations and their association with mortality among a representative sample of adults with cerebral palsy.Methods: Data from 2016 to 2018 were used from a random 20% sample from the fee-for-service Medicare database. Adults ≥18 years with cerebral palsy and 25 neurological and non-neurological comorbidities were obtained from 2016. Principal component (PC) analysis identified the most common comorbidity combinations, defined as individual PCs. Cox regression estimated the hazard ratio (HR) of 2-year mortality including all PCs and demographics in a single model. To facilitate comparisons, PC scores were transformed into quintiles (reference: lowest quintile).Results: Among the 16,728 adults with cerebral palsy, the most common comorbidity combinations (PCs) in order were: cardiorespiratory diseases, dysphagia, and fluid/electrolyte disorders; metabolic disorders (e.g., diabetes, renal disease, hypertension); neurologic-related disorders (e.g., dementia, cerebrovascular disease); gastrointestinal issues; and orthopedic-related disorders. During the 2-year follow-up, 1,486 (8.9%) died. In the adjusted model, most PCs were associated with an elevated mortality rate, especially the first PC (5th quintile HR = 3.91; 95%CI = 3.29–4.65).Discussion: This study identified the most common comorbidity combinations for adults with cerebral palsy, many of them were deadly, which may inform on the underlying pathophysiology or shared characteristics of multimorbidity for this population.


2021 ◽  
Vol 12 ◽  
Author(s):  
Daniel G. Whitney ◽  
Andrea L. Oliverio

Objective: Recent evidence shows that adults with cerebral palsy (CP) have an increased risk for kidney disease, but nothing is known about how kidney disease integrates with their overall health. To begin understanding the importance of kidney health, the objective was to determine if kidney disease is associated with mortality among adults with CP after accounting for comorbidities common to CP and kidney disease.Methods: Data from 2016 to 2018 from adults ≥18 years with CP were used from a random 20% sample fee-for-service Medicare database. Kidney disease in 2016 was ascertained as chronic kidney disease (CKD) stages 1–4, end stage kidney disease (ESKD), nephritic and nephrotic syndrome, and renal osteodystrophy. A modified version of the Whitney Comorbidity Index (modWCI) was used, which includes 24 comorbidities relevant to CP and kidney disease. Mortality rate ratio (MRR) through the year 2018 was estimated for each kidney disease and Cox regression estimated the hazard ratio (HR) of mortality after adjusting for demographics, co-occurring neurological conditions, and the modWCI.Results: Prevalence of kidney disease was 7.3% among 16,728 adults with CP. MRR was elevated for any kidney disease (MRR = 3.14; 95%CI = 2.76–3.58) and most subtypes (MRR = 2.21–3.56; all p < 0.05). The adjusted HR of mortality remained elevated for any kidney disease (HR = 1.25; 95%CI = 1.09–1.45) and ESKD (HR = 1.38; 95%CI = 1.10–1.74).Discussion: Kidney disease, especially ESKD, is associated with mortality among adults with CP independent of comorbidities that are relevant to CP and kidney disease. Findings suggest that nephrology care should be considered as part of routine clinical care for this population.


2021 ◽  
pp. 219256822110372
Author(s):  
Nathan S. Kim ◽  
Aaron W. Lam ◽  
Ivan J. Golub ◽  
Bhavya K. Sheth ◽  
Rushabh M. Vakharia ◽  
...  

Study Design: Retrospective study. Objective: To determine whether opioid use disorder (OUD) patients undergoing 1- to 2-level anterior cervical discectomy and fusion (1-2ACDF) have higher rates of: 1) in-hospital lengths of stay (LOS); 2) readmissions; 3) complications; and 4) costs. Methods: OUD patients undergoing primary 1-2ACDF were identified within the Medicare database and matched to a control cohort in a 1:5 ratio by age, sex, and medical comorbidities. The query yielded 80,683 patients who underwent 1-2 ACDF with (n = 13,448) and without (n = 67,235) OUD. Outcomes analyzed included in-hospital LOS, 90-day readmission rates, 90-day medical complications, and costs. Multivariate logistic regression analyses were used to calculate odds-ratios (OR) for medical complications and readmissions. Welch’s t-test was used to test for significance for LOS and cost between the cohorts. An alpha value less than 0.002 was considered statistically significant. Results: OUD patients were found to have significantly longer in-hospital LOS compared to their counterparts (3.41 vs. 2.23-days, P < .0001), in addition to higher frequency and odds of requiring readmissions (21.62 vs. 11.57%; OR: 1.38, P < .0001). Study group patients were found to have higher frequency and odds of developing medical complications (0.88 vs. 0.19%, OR: 2.80, P < .0001) and incurred higher episode of care costs ($20,399.62 vs. $16,812.14, P < .0001). Conclusion: The study can help to push orthopaedic surgeons in better managing OUD patients pre-operatively in terms of safe discontinuation and education of opioid drugs and their effects on complications, leading to more satisfactory outcomes.


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