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Schroeder MC, Chapman CG, Chrischilles EA, Wilwert J, Schneider KM, Robinson JG, Brooks JM. Generating Practice-Based Evidence in the Use of Guideline-Recommended Combination Therapy for Secondary Prevention of Acute Myocardial Infarction. PHARMACY 2022; 10:147. [PMID: 36412823 PMCID: PMC9680510 DOI: 10.3390/pharmacy10060147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/28/2022] [Accepted: 10/29/2022] [Indexed: 11/06/2022] Open
Abstract
Background: Clinical guidelines recommend beta-blockers, angiotensin-converting enzyme inhibitors/angiotensin-receptor blockers, and statins for the secondary prevention of acute myocardial infarction (AMI). It is not clear whether variation in real-world practice reflects poor quality-of-care or a balance of outcome tradeoffs across patients. Methods: The study cohort included Medicare fee-for-service beneficiaries hospitalized 2007-2008 for AMI. Treatment within 30-days post-discharge was grouped into one of eight possible combinations for the three drug classes. Outcomes included one-year overall survival, one-year cardiovascular-event-free survival, and 90-day adverse events. Treatment effects were estimated using an Instrumental Variables (IV) approach with instruments based on measures of local-area practice style. Pre-specified data elements were abstracted from hospital medical records for a stratified, random sample to create "unmeasured confounders" (per claims data) and assess model assumptions. Results: Each drug combination was observed in the final sample (N = 124,695), with 35.7% having all three, and 13.5% having none. Higher rates of guideline-recommended treatment were associated with both better survival and more adverse events. Unmeasured confounders were not associated with instrumental variable values. Conclusions: The results from this study suggest that providers consider both treatment benefits and harms in patients with AMIs. The investigation of estimator assumptions support the validity of the estimates.
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Affiliation(s)
- Mary C. Schroeder
- Division of Health Services Research, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA
| | - Cole G. Chapman
- Division of Health Services Research, College of Pharmacy, University of Iowa, Iowa City, IA 52242, USA
| | | | - June Wilwert
- Schneider Research Associates, Des Moines, IA 50312, USA
| | | | - Jennifer G. Robinson
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, IA 52242, USA
| | - John M. Brooks
- Center for Effectiveness Research in Orthopaedics, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA
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2
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Brooks JM, Chapman CG, Floyd SB, Chen BK, Thigpen CA, Kissenberth M. Assessing the ability of an instrumental variable causal forest algorithm to personalize treatment evidence using observational data: the case of early surgery for shoulder fracture. BMC Med Res Methodol 2022; 22:190. [PMID: 35818028 PMCID: PMC9275148 DOI: 10.1186/s12874-022-01663-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2022] [Accepted: 06/20/2022] [Indexed: 11/24/2022] Open
Abstract
Background Comparative effectiveness research (CER) using observational databases has been suggested to obtain personalized evidence of treatment effectiveness. Inferential difficulties remain using traditional CER approaches especially related to designating patients to reference classes a priori. A novel Instrumental Variable Causal Forest Algorithm (IV-CFA) has the potential to provide personalized evidence using observational data without designating reference classes a priori, but the consistency of the evidence when varying key algorithm parameters remains unclear. We investigated the consistency of IV-CFA estimates through application to a database of Medicare beneficiaries with proximal humerus fractures (PHFs) that previously revealed heterogeneity in the effects of early surgery using instrumental variable estimators. Methods IV-CFA was used to estimate patient-specific early surgery effects on both beneficial and detrimental outcomes using different combinations of algorithm parameters and estimate variation was assessed for a population of 72,751 fee-for-service Medicare beneficiaries with PHFs in 2011. Classification and regression trees (CART) were applied to these estimates to create ex-post reference classes and the consistency of these classes were assessed. Two-stage least squares (2SLS) estimators were applied to representative ex-post reference classes to scrutinize the estimates relative to known 2SLS properties. Results IV-CFA uncovered substantial early surgery effect heterogeneity across PHF patients, but estimates for individual patients varied with algorithm parameters. CART applied to these estimates revealed ex-post reference classes consistent across algorithm parameters. 2SLS estimates showed that ex-post reference classes containing older, frailer patients with more comorbidities, and lower utilizers of healthcare were less likely to benefit and more likely to have detriments from higher rates of early surgery. Conclusions IV-CFA provides an illuminating method to uncover ex-post reference classes of patients based on treatment effects using observational data with a strong instrumental variable. Interpretation of treatment effect estimates within each ex-post reference class using traditional CER methods remains conditional on the extent of measured information in the data. Supplementary Information The online version contains supplementary material available at 10.1186/s12874-022-01663-0.
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Affiliation(s)
- John M Brooks
- Center for Effectiveness Research in Orthopaedics - Arnold School of Public Health Greenville, 915 Greene Street #302D, 29208, Columbia, SC, 29208-0001, USA. .,Health Services Policy & Management, University of South Carolina Arnold School of Public Health, Columbia, USA.
| | - Cole G Chapman
- Department of Pharmacy Practice and Science, University of Iowa, Iowa City, USA.,Center for Effectiveness Research in Orthopaedics, Greenville, USA
| | - Sarah B Floyd
- Center for Effectiveness Research in Orthopaedics, Greenville, USA.,Clemson University College of Behavioral Social and Health Sciences, Public Health Sciences, Clemson, USA
| | - Brian K Chen
- Health Services Policy & Management, University of South Carolina Arnold School of Public Health, Columbia, USA.,Center for Effectiveness Research in Orthopaedics, Greenville, USA
| | - Charles A Thigpen
- Center for Effectiveness Research in Orthopaedics, Greenville, USA.,ATI Physical Therapy, Greenville, USA
| | - Michael Kissenberth
- Center for Effectiveness Research in Orthopaedics, Greenville, USA.,Prisma Health, Steadman Hawkins Clinic of the Carolinas, Greenville, USA
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3
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Jain N, Phadnis MA, Hunt SL, Dai J, Shireman TI, Davis CL, Mehta JL, Rasu RS, Hedayati SS. Comparative Effectiveness and Safety of Oral P2Y12 Inhibitors in Patients on Chronic Dialysis. Kidney Int Rep 2021; 6:2381-2391. [PMID: 34514199 PMCID: PMC8418979 DOI: 10.1016/j.ekir.2021.06.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/22/2021] [Accepted: 06/28/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction Although oral P2Y12 inhibitors (P2Y12-Is) are one of the most commonly prescribed medication classes in patients with end stage kidney disease on dialysis (ESKD), scarce data exist regarding their benefits and risks. Methods We compared effectiveness and safety of clopidogrel, prasugrel, and ticagrelor in a longitudinal study using the United States Renal Data System registry of Medicare beneficiaries with ESKD. Individuals who filled new P2Y12-I prescriptions between 2011 and 2015 were included and followed until death or censoring. The primary exposure variable was P2Y12-I assignment. The primary outcome variable was death. Secondary outcomes included cardiovascular (CV) death, coronary revascularization, and gastrointestinal (GI) hemorrhage. Survival analyses were performed after propensity matching. Results Of 44,619 patients with ESKD who received P2Y12-Is, 95% received clopidogrel (n = 42,523), 3% prasugrel (n = 1205), and 2% ticagrelor (n = 891). To balance baseline differences, propensity-matching was performed: 1:6 for prasugrel (n = 1189) versus clopidogrel (n = 7134); 1:4 for ticagrelor (n = 880) versus clopidogrel (n = 3520); and 1:1 for ticagrelor versus prasugrel (n = 880). Prasugrel was associated with a reduced risk for death versus clopidogrel and ticagrelor (adjusted hazard ratio [HR] = 0.82; 95% CI: 0.73–0.93 and 0.78; 95% CI: 0.64–0.95). Compared with clopidogrel, prasugrel reduced risk for coronary revascularization (HR = 0.91; 95% CI: 0.86–0.96). There were no differences in GI hemorrhage between P2Y12-Is. Conclusion In patients with ESKD, prasugrel compared with others reduced risk of death possibly by reducing risk for coronary revascularizations and without worsening gastrointestinal hemorrhage. Future trials are imperative to compare efficacy and safety of P2Y12-Is in patients with ESKD.
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Affiliation(s)
- Nishank Jain
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.,Medicine Service, Central Arkansas Veterans Affairs Medical Center, Little Rock, Arkansas, USA
| | - Milind A Phadnis
- Department of Biostatistics and Data Science, University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Suzanne L Hunt
- Department of Biostatistics and Data Science, University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Junqiang Dai
- Department of Biostatistics and Data Science, University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Theresa I Shireman
- Department of Health Services, Policy and Practice, School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Clayton L Davis
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jawahar L Mehta
- Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.,Medicine Service, Central Arkansas Veterans Affairs Medical Center, Little Rock, Arkansas, USA
| | - Rafia S Rasu
- Department of Pharmacotherapy, College of Pharmacy, University of North Texas Health Sciences, Fort Worth, Texas, USA
| | - S Susan Hedayati
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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4
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Zhou H, Sim JJ, Shi J, Shaw SF, Lee MS, Neyer JR, Kovesdy CP, Kalantar-Zadeh K, Jacobsen SJ. β-Blocker Use and Risk of Mortality in Heart Failure Patients Initiating Maintenance Dialysis. Am J Kidney Dis 2020; 77:704-712. [PMID: 33010357 DOI: 10.1053/j.ajkd.2020.07.023] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 07/12/2020] [Indexed: 11/11/2022]
Abstract
RATIONAL & OBJECTIVE Beta-blockers are recommended for patients with heart failure (HF) but their benefit in the dialysis population is uncertain. Beta-blockers are heterogeneous, including with respect to their removal by hemodialysis. We sought to evaluate whether β-blocker use and their dialyzability characteristics were associated with early mortality among patients with chronic kidney disease with HF who transitioned to dialysis. STUDY DESIGN Retrospective cohort study. SETTING & PARTICIPANTS Adults patients with chronic kidney disease (aged≥18 years) and HF who initiated either hemodialysis or peritoneal dialysis during January 1, 2007, to June 30, 2016, within an integrated health system were included. EXPOSURES Patients were considered treated with β-blockers if they had a quantity of drug dispensed covering the dialysis transition date. OUTCOMES All-cause mortality within 6 months and 1 year or hospitalization within 6 months after transition to maintenance dialysis. ANALYTICAL APPROACH Inverse probability of treatment weights using propensity scores was used to balance covariates between treatment groups. Cox proportional hazard analysis and logistic regression were used to investigate the association between β-blocker use and study outcomes. RESULTS 3,503 patients were included in the study. There were 2,115 (60.4%) patients using β-blockers at transition. Compared with nonusers, the HR for all-cause mortality within 6 months was 0.79 (95% CI, 0.65-0.94) among users of any β-blocker and 0.68 (95% CI, 0.53-0.88) among users of metoprolol at transition. There were no observed differences in all-cause or cardiovascular-related hospitalization. LIMITATIONS The observational nature of our study could not fully account for residual confounding. CONCLUSIONS Beta-blockers were associated with a lower rate of mortality among incident hemodialysis patients with HF. Similar associations were not observed for hospitalizations within the first 6 months following transition to dialysis.
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Affiliation(s)
- Hui Zhou
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA.
| | - John J Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center. Los Angeles, CA.
| | - Jiaxiao Shi
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Sally F Shaw
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Ming-Sum Lee
- Division of Cardiology, Kaiser Permanente Los Angeles Medical Center. Los Angeles, CA
| | - Jonathan R Neyer
- Division of Cardiology, Kaiser Permanente Los Angeles Medical Center. Los Angeles, CA
| | - Csaba P Kovesdy
- Division of Nephrology, University of Tennessee Health Science Center, Memphis, TN
| | - Kamyar Kalantar-Zadeh
- Division of Nephrology and Hypertension, University of California Irvine Medical Center, Irvine, CA
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
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5
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Floyd SB, Thigpen C, Kissenberth M, Brooks JM. Association of Surgical Treatment With Adverse Events and Mortality Among Medicare Beneficiaries With Proximal Humerus Fracture. JAMA Netw Open 2020; 3:e1918663. [PMID: 31922556 PMCID: PMC6991245 DOI: 10.1001/jamanetworkopen.2019.18663] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
IMPORTANCE Meta-analyses of randomized clinical trials suggest that the advantages and risks of surgery compared with conservative management as the initial treatment for proximal humerus fracture (PHF) vary, or are heterogeneous across patients. Substantial geographic variation in surgery rates for PHF suggests that the optimal rate of surgery across the population of patients with PHF is unknown. OBJECTIVE To use geographic variation in treatment rates to assess the outcomes associated with higher rates of surgery for patients with PHF. DESIGN, SETTING, AND PARTICIPANTS This comparative effectiveness research study analyzed all fee-for-service Medicare beneficiaries with proximal humerus fracture in 2011 who were continuously enrolled in Medicare Parts A and B for the 365-day period before and immediately after their index fracture. Data analysis was performed January through June 2019. EXPOSURE Undergoing 1 of the commonly used surgical procedures in the 60 days after an index fracture diagnosis. MAIN OUTCOMES AND MEASURES Risk-adjusted area surgery ratios were created for each hospital referral region as a measure of local area practice styles. Instrumental variable approaches were used to assess the association between higher surgery rates and adverse events, mortality risk, and cost at 1 year from Medicare's perspective for patients with PHF in 2011. Instrumental variable models were stratified by age, comorbidities, and frailty. Instrumental variable estimates were compared with estimates from risk-adjusted regression models. RESULTS The final cohort included 72 823 patients (mean [SD] age, 80.0 [7.9] years; 13 958 [19.2%] men). The proportion of patients treated surgically ranged from 1.8% to 33.3% across hospital referral regions in the United States. Compared with conservatively managed patients, surgical patients were younger (mean [SD] age, 80.4 [8.1] years vs 78.0 [7.2] years; P < .001) and healthier (Charlson Comorbidity Index score of 0, 14 863 [24.4%] patients vs 3468 [29.1%] patients; Function-Related Indicator score of 0, 20 720 [34.0%] patients vs 4980 [41.8%] patients; P < .001 for both), and a larger proportion were women (49 030 [80.5%] patients vs 9835 [82.5%] patients; P < .001). Instrumental variable analysis showed that higher rates of surgery were associated with increased total costs ($8913) during the treatment period, increased adverse event rates (a 1-percentage point increase in the surgery rate was associated with a 0.19-percentage point increase in the 1-year adverse event rate; β = 0.19; 95% CI, 0.09-0.27; P < .001), and increased mortality risk (a 1-percentage point increase in the surgery rate was associated with a 0.09-percentage point increase in the 1-year mortality rate; β = 0.09; 95% CI, 0.04-0.15; P < .01). Instrumental variable mortality results were even more striking for older patients and those with higher comorbidity burdens and greater frailty. Risk-adjusted estimates suggested that surgical patients had higher costs (increase of $17 278) and more adverse events (a 1-percentage point increase in the surgery rate was associated with a 0.12-percentage point increase in the 1-year adverse event rate; β = 0.12; 95% CI, 0.11 to 0.13; P < .001) but lower risk of mortality after PHF (a 1-percentage point increase in the surgery rate was associated with a 0.01-percentage point decrease in the 1-year mortality rate; β = -0.01; 95% CI, -0.015 to -0.005; P < .001). CONCLUSIONS AND RELEVANCE This study found that higher rates of surgery for treatment of patients with PHF were associated with increased costs, adverse event rates, and risk of mortality. Orthopedic surgeons should be aware of the harms of extending the use of surgery to more clinically vulnerable patient subgroups.
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Affiliation(s)
- Sarah B. Floyd
- Center for Effectiveness Research in Orthopaedics, University of South Carolina, Greenville
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia
| | - Charles Thigpen
- Center for Effectiveness Research in Orthopaedics, University of South Carolina, Greenville
- ATI Physical Therapy, Greenville, South Carolina
| | - Michael Kissenberth
- Steadman Hawkins Clinic of the Carolinas, Prisma Health System, Greenville, South Carolina
| | - John M. Brooks
- Center for Effectiveness Research in Orthopaedics, University of South Carolina, Greenville
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia
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6
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Chappuis V, Avila-Ortiz G, Araújo MG, Monje A. Medication-related dental implant failure: Systematic review and meta-analysis. Clin Oral Implants Res 2019; 29 Suppl 16:55-68. [PMID: 30328197 DOI: 10.1111/clr.13137] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/24/2018] [Indexed: 12/29/2022]
Abstract
OBJECTIVES The aim of this systematic review was to investigate the association between the intake of systemic medications that may affect bone metabolism and their subsequent impact on implant failures. MATERIAL AND METHODS Electronic and manual literature searches were conducted. Implant failure (IF) was the primary outcome, while biological/mechanical and the causes/timing associated with IF were set as secondary outcomes. Meta-analyses for the binary outcome IF and odds ratio were performed to investigate the association with medications. RESULTS A final selection of 17 articles was screened for qualitative assessment. As such, five studies focused on evaluating the association of implant failure and non-steroidal anti-inflammatory drugs (NSAIDs), two on selective serotonin reuptake inhibitors (SSRIs), two on proton pump inhibitors (PPIs), seven on bisphosphonates (BPs), and one on anti-hypertensives (AHTNs). For PPIs, the fixed effect model estimated a difference of IF rates of 4.3%, indicating significantly higher IF rates in the test compared to the control group (p < 0.5). Likewise, for SSRIs, the IF was shown to be significantly higher in the individuals taking SSRIs (p < 0.5) as estimated a difference of 7.5%. No subset meta-analysis could be conducted for AHTNs medications as only one study fulfilled the inclusion criteria, which revealed an increased survival rate of AHTN medication. None of the other medications yielded significance. CONCLUSIONS The present systematic review showed an association of PPIs and SSRIs with an increased implant failure rate. Hence, clinicians considering implant therapy should be aware of possible medication-related implant failures.
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Affiliation(s)
- Vivianne Chappuis
- Department of Oral Surgery and Stomatology, School of Dental Medicine, University of Bern, Bern, Switzerland
| | - Gustavo Avila-Ortiz
- Department of Periodontics, College of Dentistry, University of Iowa, Iowa City, IA, USA
| | - Mauricio G Araújo
- Department of Dentistry, State University of Maringa, Maringa, Brazil
| | - Alberto Monje
- Department of Oral Surgery and Stomatology, School of Dental Medicine, University of Bern, Bern, Switzerland
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7
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Mokoli VM, Sumaili EK, Lepira FB, Makulo JRR, Bukabau JB, Osa Izeidi PP, Luse JL, Mukendi SK, Mashinda DK, Nseka NM. Impact of residual urine volume decline on the survival of chronic hemodialysis patients in Kinshasa. BMC Nephrol 2016; 17:182. [PMID: 27871253 PMCID: PMC5117615 DOI: 10.1186/s12882-016-0401-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 11/15/2016] [Indexed: 12/29/2022] Open
Abstract
Background Despite the multiple benefits of maintaining residual urine volume (RUV) in hemodialysis (HD), there is limited data from Sub-Saharan Africa. The aim of this study was to assess the impact of RUV decline on the survival of HD patients. Methods In a retrospective cohort study, 250 consecutive chronic HD patients (mean age 52.5 years; 68.8% male, median HD duration 6 months) from two hospitals in the city of Kinshasa were studied, between January 2007 and July 2013. The primary outcome was lost RUV. Preserved or lost RUV was defined as decline RUV < 25 (median decline) or ≥ 25 ml/day/month, respectively. The second endpoint was survival (time-to death). Survival curves were built using the Kaplan-Meier methods. We used Log-rank test to compare survival curves. Predictors of mortality were assessed by Cox proportional hazards regression models. Results The cumulative incidence of patients with RUV decline was 52, 4%. The median (IQR) decline in RUV was 25 (20.8–33.3) ml/day/month in the population studied, 56.7 (43.3–116.7) in patients deceased versus 12.9 (8.3–16.7) in survivor patients (p < 0.001). Overall mortality was 78 per 1000 patient years (17 per 1000 in preserved vs 61 per 1000 lost RUV). Forty six patients (18.4%) died from withdrawal of HD due to financial constraints. The Median survival was 17 months in the whole group while, a significant difference was shown between lost (10 months, n = 119) vs preserved RUV group (30 months, n = 131; p = 0001). Multivariate Cox proportional hazards models showed that, decreased RUV (adjusted HR 5.35, 95% CI [2.73–10.51], p < 0.001), financial status (aHR 2.23, [1.11–4.46], p = 0.024), hypervolemia (a HR 2.00, [1.17–3.40], p = 0.011), lacking ACEI (aHR 2.48, [1.40–4.40], p = 0.002) or beta blocker use (aHR 4.04, [1.42–11.54], p = 0.009), central venous catheter (aHR 6.26, [1.71–22.95], p = 0.006), serum albumin (aHR 0.93, [0.89–0.96], p < 0.001) and hemoglobin (aHR 0.73, [0.63–0.84], p < 0.001) had emerged as the independent predictors of all-cause mortality. Conclusion More than half of HD patients in this cohort study experienced fast RUV decline which contributed substantially to increase mortality, highlighting the need for its prevention and management.
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Affiliation(s)
- Vieux Momeme Mokoli
- Division of Nephrology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo. .,Hemodialysis Unit of Ngaliema Medical Center, Kinshasa, Democratic Republic of the Congo.
| | - Ernest Kiswaya Sumaili
- Division of Nephrology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | | | - Jean Robert Rissassy Makulo
- Division of Nephrology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo.,Hemodialysis Unit of Ngaliema Medical Center, Kinshasa, Democratic Republic of the Congo
| | | | | | - Jeannine Losa Luse
- Hemodialysis Unit of Provincial General Hospital of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Stéphane Kalambay Mukendi
- Hemodialysis Unit of Provincial General Hospital of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | | | - Nazaire Mangani Nseka
- Division of Nephrology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
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8
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Schroeder MC, Tien YY, Wright K, Halfdanarson TR, Abu-Hejleh T, Brooks JM. Geographic variation in the use of adjuvant therapy among elderly patients with resected non-small cell lung cancer. Lung Cancer 2016; 95:28-34. [PMID: 27040848 DOI: 10.1016/j.lungcan.2016.02.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Revised: 02/19/2016] [Accepted: 02/21/2016] [Indexed: 01/17/2023]
Abstract
OBJECTIVES The purpose of this study was to assess to what extent geographic variation in adjuvant treatment for non-small cell lung cancer (NSCLC) patients would remain, after controlling for patient and area-level characteristics. MATERIALS AND METHODS A retrospective cohort of 18,410 Medicare beneficiaries with resected, stage I-IIIA NSCLC was identified from the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked database. Adjuvant therapies were classified as adjuvant chemotherapy (ACT), postoperative radiation therapy (PORT), or no adjuvant therapy. Predicted treatment probabilities were estimated for each patient given their clinical, demographic, and area-level characteristics with multivariate logistic regression. Area Treatment Ratios were used to estimate the propensity of patients in a local area to receive an adjuvant treatment, controlling for characteristics of patients in the area. Areas were categorized as low-, mid- and high-use and mapped for two representative SEER registries. RESULTS Overall, 10%, 12%, and 78% of patients received ACT, PORT and no adjuvant therapy, respectively. Age, sex, stage, type and year of surgery, and comorbidity were associated with adjuvant treatment use. Even after adjusting for patient characteristics, substantial geographic treatment variation remained. High- and low-use areas were tightly juxtaposed within and across SEER registries, often within the same county. In some local areas, patients were up to eight times more likely to receive adjuvant therapy than expected, given their characteristics. On the other hand, almost a quarter of patients lived in local areas in which patients were more than three times less likely to receive ACT than would be predicted. CONCLUSION Controlling for patient and area-level covariates did not remove geographic variation in adjuvant therapies for resected NSCLC patients. A greater proportion of patients were treated less than expected, rather than more than expected. Further research is needed to better understand its causes and potential impact on outcomes.
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Affiliation(s)
- Mary C Schroeder
- Division of Health Services Research, Department of Pharmacy Practice and Science, College of Pharmacy, University of Iowa, 115 South Grand Ave., S525 PHAR, Iowa City, IA 52242, United States.
| | - Yu-Yu Tien
- Graduate Program in Pharmaceutical Socioeconomics, Department of Pharmacy Practice and Science, College of Pharmacy, University of Iowa, 115 South Grand Ave., S532 PHAR, Iowa City, IA 52242, United States.
| | - Kara Wright
- Department of Epidemiology, College of Public Health, University of Iowa, 145 N. Riverside Drive, S441 CPHB, Iowa City, IA 52242, United States.
| | | | - Taher Abu-Hejleh
- Division of Hematology, Oncology, Blood & Marrow Transplantation, Department of Internal Medicine, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, C32 GH, Iowa City, IA 52242, United States.
| | - John M Brooks
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, 915 Greene Street, Suite 303D, Columbia, SC 29208, United States.
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