Predictors of survival, healthcare resource utilization, and healthcare costs in veterans with non-metastatic castration-resistant prostate cancer

2020 ◽  
Vol 38 (12) ◽  
pp. 930.e13-930.e21
Author(s):  
Stephen J. Freedland ◽  
Dominic Pilon ◽  
Rachel H. Bhak ◽  
Patrick Lefebvre ◽  
Sophia Li ◽  
...  
2016 ◽  
Vol 34 (2_suppl) ◽  
pp. 247-247
Author(s):  
Rana R. McKay ◽  
Batool Haider ◽  
Mei Sheng Duh ◽  
Adriana Valdarrama ◽  
Mari Nakabayashi ◽  
...  

247 Background: Prostate cancer patients frequently develop bone metastases (BM), leading to symptomatic skeletal events (SSE). Given the real-world data on SSE are lacking, this study evaluated the impact of SSE on healthcare resource utilization (HRU), health-related quality of life (HRQoL), and pain in patients with castration-resistant prostate cancer (CRPC) and BM. Methods: Electronic medical records (EMR) and clinical database of a tertiary oncology center were used to identify CRPC patients with BM. SSE, including pathologic fracture, radiation to bone, spinal cord compression, and bone surgery, were extracted from medical charts. HRU, such as emergency room (ER), outpatient and inpatient visits, was determined from the EMR. A subset of patients who were alive and had clinic visits from 11/2014-7/2015 completed HRQoL (FACT-P) and pain (BPI-SF) surveys. The impact of SSE on HRU was evaluated using multivariate negative binomial regression. Survey scores were compared using Rank-Sum test and standardized effect sizes (ES); an ES ≥ 0.33 corresponds to meaningful differences between SSE and non-SSE groups. Lower FACT-P and BPI-SF scores suggest reduced HRQoL and less pain, respectively. Results: Of 832 patients, 207 developed ≥ 1 SSE (mean 1.5±0.8); 84% had radiation to bone. The median age at CRPC with BM diagnosis was 68 yrs. and follow-up after diagnosis was 2.1 yrs. Adjusting for baseline factors, the SSE group had significantly higher ER (incidence rate ratio (IRR) = 1.48; 95% confidence interval (CI) = 1.12, 1.95), outpatient (IRR = 1.17; 95% CI = 1.05, 1.30), and inpatient (IRR = 1.74; 95% CI = 1.34, 2.26) visits. Of 107 patients eligible for surveys, 103 responded. The mean FACT-P functional well-being score was 17.5 in SSE and 19.8 in non-SSE group (p = 0.16) with an ES of 0.36. Mean BPI-SF pain severity score was 2.5 in SSE and 1.6 in non-SSE group (p = 0.05) with an ES of 0.47, and that for worst pain was 3.6 and 2.3, respectively, (p = 0.03) with an ES of 0.5. Conclusions: The economic and quality of life burden of SSE amongst CRPC patients with BM is high, underscoring the need for preventive treatments for SSE in this population.


2017 ◽  
Vol 35 (15_suppl) ◽  
pp. e18341-e18341 ◽  
Author(s):  
Adriana Valderrama ◽  
Krishna Tangirala ◽  
Svetlana Babajanyan ◽  
Sreevalsa Appukkuttan ◽  
Lonnie Kent Wen ◽  
...  

e18341 Background: Limited evidence exists about economic burden in non-metastatic castrate resistant prostate cancer (nmCRPC). The aim of this study was to describe the real-world treatments in this setting and to quantify both the costs and healthcare resource utilization (HCRU) during the year before and after metastasis for this patient population. Methods: A retrospective cohort of metastatic castrate resistant prostate cancer (mCRPC) patients was identified from Truven Health MarketScan database from January 2009 to March 2015 with metastasis diagnosis as index date. mCRPC algorithm was based on ICD-9 codes for both prostate cancer and secondary metastatic disease, and a subsequent claim for a FDA approved treatment for mCRPC. Patients were also required to have evidence of surgical or medical castration in the baseline period to define nmCRPC. Costs and HCRU were compared in the 1 year pre- and post-index time periods. Results: Among 341 mCRPC patients identified, mean age was 71.9 years (72.4% ≥65 years old), 72.7% were Medicare Advantage patients and 19.4% had Klabunde comorbidity > 1. Most common treatments in the pre index period were bicalutamide (90%), leuprolide (83.6%), docetaxel (27.6%), abiraterone (22.9%) and ketoconazole (21.4%). Mean per patient per year (PPPY) all cause HCRU and costs were significantly higher (all P < 0.05) in the mCRPC patients compared to nmCRPC patients (Table). Conclusions: Average yearly costs more than doubled following mCRPC diagnosis, which indicates the need for appropriate management strategies for nmCRPC patients in order to optimize the potential delay of disease progression. [Table: see text]


2021 ◽  
Vol 104 (12) ◽  
pp. 1953-1958

Objective: Health care costs (HCCs) are a significant concern in developing countries. The authors investigated the healthcare resource utilization (HCRU) and HCCs for patients with COVID-19 based on disease severity and infection site. Materials and Methods: The authors reviewed data from the electronic medical records of COVID-19 patients admitted to the present study hospital between January 2020 and April 2020. The authors used comorbidities and patient characteristics as covariates. Analyses were conducted using simple linear regression and generalized linear regression models with a log-link and gamma distribution. Results: Two hundred two patients had confirmed SARS-CoV-2 infection. Total costs per patient were 6,626 USD (756 to 45,586). Personal protection equipment costs were the most significant cost for COVID-19 patients with a mean of 3,778 USD. The mean treatment cost per patient was 326 USD. Patients with severe symptoms and lower respiratory tract infection (LRI) had a higher cost and resource utilization value before and after adjusting for covariates. Conclusion: COVID-19 patients with severe symptoms and LRI had higher HCRU. Length of stay, severity of symptoms, and LRI were associated with higher cost of treatment. Keywords: SARS-CoV-2; COVID-19; Healthcare resource utilization; Healthcare costs; Thailand


10.36469/9889 ◽  
2014 ◽  
Vol 2 (1) ◽  
pp. 63-74
Author(s):  
Christopher M. Blanchette ◽  
Şerban R. Iorga ◽  
Aylin Altan ◽  
Jerry G. Seare ◽  
Ying Fan ◽  
...  

Background: Autosomal dominant polycystic kidney disease (ADPKD), a hereditary nephropathy, eventually leads to end-stage renal disease (ESRD), typically by mid-life. Objectives: The objective of this study was to assess real-world healthcare resource utilization and cost among commercially insured (COM) and Medicare Advantage (MAPD) ADPKD patients in addition to the cost profile by chronic kidney disease (CKD) stage. Methods: Patients diagnosed with ADPKD (two or more claims) with ≥30 days of continuous medical and pharmacy benefits and no evidence of autosomal recessive polycystic kidney disease were selected (Optum Research Database and Impact National Benchmarking Database: 1/1/06–8/31/12). Plan and patient paid healthcare costs and resource utilization per patient per month (PPPM) were described in total and by insurance type. CKD stage was established based on serum creatinine laboratory values or dialysis-related codes. Adjusted, CKD stage-specific costs were predicted for 4 years using regression models. Results: Of the 36,253,096 patients in the databases (1/1/06-8/31/12), 5,051 had evidence of ADPKD. Following exclusion criteria, 4,356 COM and 468 MAPD ADPKD patients remained. Total healthcare resource utilization and costs were high, and costs increased substantially from CKD stage 1–5. PPPM healthcare costs were 37% for ADPKD management and 52% for dialysis services. Predicted 4-year healthcare costs by CKD stage were $40,164 (stage 1), $33,397 (stage 2), $42,686 (stage 3), $148,402 (stage 4), and $207,548 (stage 5). Conclusions: Healthcare resource utilization and costs associated with ADPKD were substantial, irrespective of payer type, and primarily driven by CKD stage. Of the total healthcare costs, 88% were ADPKD- and dialysis-related. Most impactful was the spike in predicted cost when patients progressed from CKD stage 3 to stage 4 (by 348%) after multivariate adjustment. These stage 4–associated costs are primarily due to ultimate progression into stage 5 and ESRD within the 4-year time frame.


2018 ◽  
Vol 36 (6_suppl) ◽  
pp. 232-232
Author(s):  
Vahan Kassabian ◽  
Scott Flanders ◽  
Samuel Wilson ◽  
Bruce A. Brown ◽  
Yan Song ◽  
...  

232 Background: Cost of care is an important component of valuation of novel treatments in oncology. Enzalutamide (ENZA) and abiraterone acetate (ABI) are approved hormonal agents for the treatment of metastatic castration-resistant prostate cancer (mCRPC). This study compared healthcare resource utilization (HRU) and costs for patients treated with ENZA or ABI in the U.S. Methods: Adult mCRPC patients initiating ENZA or ABI before and or after cytotoxic chemotherapy were identified from the Truven MarketScan claims database (2012–2015). The first claim of ENZA or ABI was defined as the index date; continuous enrollment ≥6 months before and ≥3 months after the index date was required. HRU and costs were estimated during the post-index period for both cohorts. Generalized linear models compared HRU and costs between the cohorts and were adjusted for baseline demographic and clinical covariates. Analyses were separately conducted for chemo-naïve and chemo-experienced patients. Results: The study included 3230 chemo-naive patients (ENZA 920; ABI 2310) and 692 chemo-experienced patients (ENZA 262; ABI 430). Among chemo-naive patients, ENZA cohort was older (mean age: 74.5 vs 73.5; p=0.013), with a higher proportion of baseline comorbidities vs ABI cohort. During the post-index period, ENZA cohort had fewer all-cause inpatient admissions (IPA) [adjusted incidence rate ratio (IRR) 0.87; p=0.033], all-cause outpatient visits (OPV) [adjusted IRR 0.94; p=0.004], and PC-related OPV (adjusted IRR 0.92; p<0.001) vs the ABI cohort. Within 3 months of the index date, ENZA cohort was less likely to have an all-cause IPA (adjusted odds ratio [OR] 0.75; p=0.029). In addition, ENZA cohort had lower PC-related IPA and emergency department (ED) costs vs ABI cohort. The differences of HRU and medical costs between the 2 cohorts were not statistically significant for chemo-experienced patients. Conclusions: Despite a higher comorbidity burden at baseline, chemo-naive mCRPC patients treated with ENZA incurred less HRU and lower PC-related IPA and ED costs vs ABI cohort. Differences between the 2 cohorts were not statistically significant for chemo-experienced patients.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e19408-e19408
Author(s):  
Nilanjan Ghosh ◽  
Bruno Emond ◽  
Marie-Hélène Lafeuille ◽  
Aurélie Côté-Sergent ◽  
Patrick Lefebvre ◽  
...  

e19408 Background: Ibrutinib is a targeted oral therapy indicated for MCL patients who received ≥1 prior line of therapy (LOT) (conditional approval on 11/13/2013 in the US). This study compared healthcare resource utilization (HRU) and costs of R/R MCL patients treated with ibrutinib ± rituximab (I±R) or CIT in a US-managed care population. Methods: Optum Clinformatics Extended DataMart De-Identified Databases (05/13/2013-6/30/2019) were used to identify adults with MCL receiving I±R or CIT (index date) following ≥1 prior LOT. Patients’ baseline characteristics were balanced using inverse probability of treatment weighting (IPTW). Monthly HRU and costs (plan paid amount) were evaluated during the first Oncology Care Model (OCM) episode (i.e., first 6 months) post-index and during the observed index I±R or CIT LOT (index LOT); and compared using rate ratios (RRs) and mean monthly cost differences (MMCDs), respectively. Results: A total of 146 I±R and 158 CIT patients were identified. Given the small sample size and to ensure outliers were not driving the results, 2 patients with total healthcare costs ≤0.5th and ≥99.5th percentile were excluded from each cohort. After IPTW, 149 and 151 patients were included in the weighted I±R and CIT cohorts, respectively (mean length of index LOT: 12.0 vs 11.0 months). During the first OCM episode and during the index LOT, the I±R cohort had significantly fewer monthly days with outpatient services compared to the CIT cohort (OCM: RR= 0.63, P<0.001; index LOT: RR= 0.73, P=0.004). The I±R cohort incurred significantly higher monthly pharmacy costs that were offset by lower monthly medical costs, yielding a monthly total cost reduction of $9,435 (p<0.001) during the first OCM episode and $4,628 (p=0.010) during the index LOT, compared to the CIT cohort (Table). Conclusions: In this study, patients with R/R MCL treated with ibrutinib ± rituximab had significantly fewer days with outpatient services and lower total healthcare costs per month versus those treated with CIT during the first OCM episode and the index LOT. [Table: see text]


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 4734-4734
Author(s):  
Alok A. Khorana ◽  
Keith R. McCrae ◽  
Dejan Milentijevic ◽  
Jonathan Fortier ◽  
François Laliberté ◽  
...  

Abstract Introduction: Patients with cancer are not only at a high risk for developing primary but also recurrent venous thromboembolism (VTE). These events lead to increased burden of cancer management and healthcare costs. It was estimated that all-cause health care costs for cancer patients with VTE were $30,538/patient higher than in those without VTE (Khorana, 2013). To our knowledge, very little information exists on cost of VTE recurrence among cancer patients. The objective of this study was to analyze resource utilization and costs of patients with cancer experiencing a VTE recurrence using a large claims database. Methods: Medical and pharmacy claims from the Humana Database between 1/1/2013 and 05/31/2015 were analyzed. Newly diagnosed cancer patients with a first VTE diagnosis occurring after their first cancer diagnosis and with ≥1 dispensing of an anticoagulant agent within 7 days after their VTE diagnosis, were selected. Baseline characteristics were evaluated during the 6 month period prior to the index VTE. VTE recurrences were defined as hospitalizations with a primary diagnosis of VTE. Patients were classified into two groups: patients who experienced a VTE recurrence and patients who did not. Resource utilization and costs were evaluated for the entire follow up period, starting with the initiation of the anticoagulant therapy until whichever was earlier, end of eligibility or end of data. Healthcare resource utilization evaluated included number of hospitalizations, hospitalization days, emergency room (ER) visits, and outpatient visits. All-cause and VTE-related healthcare resource utilization was evaluated. Comparisons between patients with a VTE recurrence and patients without a VTE recurrence were performed using rate ratios (RR) and statistical differences between groups as well as 95% confidence intervals [95% CI] were calculated using Poisson regression models. All-cause and VTE-related healthcare costs were evaluated in per-patient-per-year (PPPY) and compared using mean cost difference. Results: A total of 2,428 newly diagnosed cancer patients who developed VTE and were treated with anticoagulants were identified. Of these, 413 (17.1%) experienced recurrent VTE during the follow up period. Patients who developed recurrent VTE and those who did not were similar in terms of age, gender, race, and region. No statistically significant differences between groups were observed in Charlson comorbidity index or in selected comorbidities during the 6 month baseline period. However, more patients with recurrent VTE recurrence had their index VTE documented during a hospitalization (61.3% vs. 55.4%, p=0.03). Patients with a VTE recurrence had significantly more ER and outpatient visits at baseline compared to those without recurrence, but no statistically significant difference was observed in baseline total healthcare costs ($29,352 vs. $27,955, p=0.44, respectively). The mean follow-up was similar between groups: 9.6 months for patients experiencing a VTE recurrence and 9.3 months for patients without a VTE recurrence (p=0.4059). Patients with a VTE recurrence had higher all-cause resource utilization rates (RRs; 95% CI) compared to patients without a VTE recurrence (hospitalization [2.37; 2.23 - 2.52], hospitalization days [2.64; 2.57 - 2.72], ER visits [1.62; 1.48 - 1.76], and outpatient visits [1.26; 1.24 - 1.28]). The rates of VTE-related hospitalization and VTE-related hospitalization days were close to $30,000 higher in patients with a VTE recurrence (Figure 1). The all-cause healthcare costs were $84,708 PPPY in patients with a VTE recurrence compared to $44,903 in patients without a VTE recurrence. The difference was mainly explained by lower VTE-related hospitalization costs (Figure 2). Conclusion: This real-world claims analysis showed that cancer patients with recurrent VTE consume significantly more healthcare resources. Total healthcare costs were nearly 2-fold higher in cohort with than in cohort without VTE recurrence. Close to 75% of the total cost difference was associated with VTE recurrence. VTE-related costs were ~4-fold higher in cohort with than in cohort without VTE recurrence. Reducing VTE recurrence in patients with cancer could lead to substantial healthcare cost savings. Figure 1 VTE-Related Healthcare Resource Utilization Figure 1. VTE-Related Healthcare Resource Utilization Figure 2 VTE-Related Healthcare Costs, PPPY Figure 2. VTE-Related Healthcare Costs, PPPY Disclosures Khorana: Pfizer: Consultancy, Honoraria; Bayer: Consultancy, Honoraria; Sanofi: Consultancy, Honoraria; Halozyme: Consultancy, Honoraria; Amgen: Consultancy, Honoraria, Research Funding; Janssen Scientific Affairs, LLC: Consultancy, Honoraria, Research Funding; Leo: Consultancy, Honoraria, Research Funding; Roche: Consultancy, Honoraria. McCrae:Janssen: Membership on an entity's Board of Directors or advisory committees. Milentijevic:Janssen Scientific Affairs: Employment, Equity Ownership. Fortier:Janssen Pharmaceuticals: Research Funding. Laliberté:Janssen Scientific Affairs: Research Funding. Crivera:Janssen Scientific Affairs, LLC, Raritan, New Jersey: Employment, Equity Ownership. Lefebvre:Janssen Scientific Affairs: Research Funding. Schein:Johnson & Johnson: Employment, Equity Ownership, Other: Own in excess of $10,000 of J&J stock.


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