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Silverberg MJ, Pimentel N, Leyden WA, Leong TK, Reynolds K, Ambrosy AP, Towner WJ, Hechter RC, Horberg M, Vupputuri S, Harrison TN, Lea AN, Sung SH, Go AS, Neugebauer R. Initial antiretroviral therapy regimen and risk of heart failure. AIDS 2024; 38:547-556. [PMID: 37967231 PMCID: PMC10922375 DOI: 10.1097/qad.0000000000003786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2023]
Abstract
OBJECTIVES Heart failure risk is elevated in people with HIV (PWH). We investigated whether initial antiretroviral therapy (ART) regimens influenced heart failure risk. DESIGN Cohort study. METHODS PWH who initiated an ART regimen between 2000 and 2016 were identified from three integrated healthcare systems. We evaluated heart failure risk by protease inhibitor, nonnucleoside reverse transcriptase inhibitors (NNRTI), and integrase strand transfer inhibitor (INSTI)-based ART, and comparing two common nucleotide reverse transcriptase inhibitors: tenofovir disoproxil fumarate (tenofovir) and abacavir. Follow-up for each pairwise comparison varied (i.e. 7 years for protease inhibitor vs. NNRTI; 5 years for tenofovir vs. abacavir; 2 years for INSTIs vs. PIs or NNRTIs). Hazard ratios were from working logistic marginal structural models, fitted with inverse probability weighting to adjust for demographics, and traditional cardiovascular risk factors. RESULTS Thirteen thousand six hundred and thirty-four PWH were included (88% men, median 40 years of age; 34% non-Hispanic white, 24% non-Hispanic black, and 24% Hispanic). The hazard ratio (95% CI) were: 2.5 (1.5-4.3) for protease inhibitor vs. NNRTI-based ART (reference); 0.5 (0.2-1.8) for protease inhibitor vs. INSTI-based ART (reference); 0.1 (0.1-0.8) for NNRTI vs. INSTI-based ART (reference); and 1.7 (0.5-5.7) for tenofovir vs. abacavir (reference). In more complex models of cumulative incidence that accounted for possible nonproportional hazards over time, the only remaining finding was evidence of a higher risk of heart failure for protease inhibitor compared with NNRTI-based regimens (1.8 vs. 0.8%; P = 0.002). CONCLUSION PWH initiating protease inhibitors may be at higher risk of heart failure compared with those initiating NNRTIs. Future studies with longer follow-up with INSTI-based and other specific ART are warranted.
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Affiliation(s)
- Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco
| | - Noel Pimentel
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Wendy A Leyden
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Kristi Reynolds
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Andrew P Ambrosy
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco
| | - William J Towner
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Infectious Diseases, Kaiser Permanente Los Angeles Medical Center, Los Angeles
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Rulin C Hechter
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Michael Horberg
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Rockville, MD
| | - Suma Vupputuri
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Rockville, MD
| | - Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Alexandra N Lea
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
- Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco
- Departments of Medicine, Health Research and Policy, Stanford University, Palo Alto, CA, USA
| | - Romain Neugebauer
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena
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Zheng C, Lee MS, Bansal N, Go AS, Chen C, Harrison TN, Fan D, Allen A, Garcia E, Lidgard B, Singer D, An J. Identification of recurrent atrial fibrillation using natural language processing applied to electronic health records. Eur Heart J Qual Care Clin Outcomes 2024; 10:77-88. [PMID: 36997334 PMCID: PMC10785579 DOI: 10.1093/ehjqcco/qcad021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/14/2023] [Accepted: 03/29/2023] [Indexed: 04/01/2023]
Abstract
AIMS This study aimed to develop and apply natural language processing (NLP) algorithms to identify recurrent atrial fibrillation (AF) episodes following rhythm control therapy initiation using electronic health records (EHRs). METHODS AND RESULTS We included adults with new-onset AF who initiated rhythm control therapies (ablation, cardioversion, or antiarrhythmic medication) within two US integrated healthcare delivery systems. A code-based algorithm identified potential AF recurrence using diagnosis and procedure codes. An automated NLP algorithm was developed and validated to capture AF recurrence from electrocardiograms, cardiac monitor reports, and clinical notes. Compared with the reference standard cases confirmed by physicians' adjudication, the F-scores, sensitivity, and specificity were all above 0.90 for the NLP algorithms at both sites. We applied the NLP and code-based algorithms to patients with incident AF (n = 22 970) during the 12 months after initiating rhythm control therapy. Applying the NLP algorithms, the percentages of patients with AF recurrence for sites 1 and 2 were 60.7% and 69.9% (ablation), 64.5% and 73.7% (cardioversion), and 49.6% and 55.5% (antiarrhythmic medication), respectively. In comparison, the percentages of patients with code-identified AF recurrence for sites 1 and 2 were 20.2% and 23.7% for ablation, 25.6% and 28.4% for cardioversion, and 20.0% and 27.5% for antiarrhythmic medication, respectively. CONCLUSION When compared with a code-based approach alone, this study's high-performing automated NLP method identified significantly more patients with recurrent AF. The NLP algorithms could enable efficient evaluation of treatment effectiveness of AF therapies in large populations and help develop tailored interventions.
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Affiliation(s)
- Chengyi Zheng
- Research and Evaluation Department, Kaiser Permanente Southern California,100 S Los Robles Ave, 2nd Floor, Pasadena, CA 91101, USA
| | - Ming-sum Lee
- Department of Cardiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA 90027, USA
| | - Nisha Bansal
- Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, WA 98104, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
- Department of Medicine and Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA 94158, USA
- Departments of Medicine, Stanford University, Palo Alto, CA 94305, USA
| | - Cheng Chen
- Department of Cardiology, Kaiser Permanente Fontana Medical Center, Fontana, CA 92335, USA
| | - Teresa N Harrison
- Research and Evaluation Department, Kaiser Permanente Southern California,100 S Los Robles Ave, 2nd Floor, Pasadena, CA 91101, USA
| | - Dongjie Fan
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Amanda Allen
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Elisha Garcia
- Division of Research, Kaiser Permanente Northern California, Oakland, CA 94612, USA
| | - Ben Lidgard
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
| | - Daniel Singer
- Clinical Epidemiology Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jaejin An
- Research and Evaluation Department, Kaiser Permanente Southern California,100 S Los Robles Ave, 2nd Floor, Pasadena, CA 91101, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
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Mefford MT, Zhou M, Zhou H, Derakhshan H, Harrison TN, Zia M, Kanter MH, Scott RD, Imley TM, Sanders MA, Timmins R, Reynolds K. Safety Net Program to Improve Statin Initiation Among Adults With High Low-Density Lipoprotein Cholesterol. Am J Prev Med 2023; 65:687-695. [PMID: 37100184 DOI: 10.1016/j.amepre.2023.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/19/2023] [Accepted: 04/20/2023] [Indexed: 04/28/2023]
Abstract
INTRODUCTION Despite their effectiveness in reducing low-density lipoprotein cholesterol and cardiovascular disease risk, high-intensity statins are underutilized among adults with low-density lipoprotein cholesterol ≥190 mg/dL. This study determined whether a safety net program (SureNet) facilitating medication and laboratory test orders improved statin initiation and laboratory test completions after (SureNet period: April 2019-September 2021) and before implementation (pre-SureNet period: January 2016-September 2018). METHODS Kaiser Permanente Southern California members aged 20-60 years with low-density lipoprotein cholesterol ≥190 mg/dL and no statin use in previous 2-6 months were included in this retrospective cohort study. Statin orders within 14 days and statin fills, laboratory test completions, and improved low-density lipoprotein cholesterol within 180 days of the high low-density lipoprotein cholesterol (pre-SureNet) or outreach (SureNet period) were compared. Analyses were conducted in 2022. RESULTS Overall, 3,534 and 3,555 adults were eligible for statin initiation during the pre-SureNet and SureNet periods, respectively. Overall, 759 (21.5%) and 976 (27.5%) had a statin approved by their physician during pre-SureNet and SureNet periods, respectively (p<0.001). After multivariable adjustment for demographics and clinical characteristics, adults during the SureNet period had a higher likelihood of receiving a statin order (prevalence ratio=1.36, 95% CI=1.25, 1.48), filling their statin (prevalence ratio=1.32, 95% CI=1.26, 1.38), completing their laboratories (prevalence ratio=1.41, 95% CI=1.26, 1.58), and improving low-density lipoprotein cholesterol (prevalence ratio=1.21, 95% CI=1.07, 1.37) than in pre-Surenet period. CONCLUSIONS The SureNet program was able to improve prescription orders, fills, laboratory test completions, and lower low-density lipoprotein cholesterol. Optimizing both physician adherence to treatment guidelines; and patient adherence to the program may improve low-density lipoprotein cholesterol lowering.
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Affiliation(s)
- Matthew T Mefford
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California.
| | - Matt Zhou
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Hui Zhou
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Hananeh Derakhshan
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Teresa N Harrison
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Mona Zia
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California
| | - Michael H Kanter
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Ronald D Scott
- Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
| | - Tracy M Imley
- Quality and Clinical Analysis, Southern California Permanente Medical Group, Pasadena, California
| | - Mark A Sanders
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Royann Timmins
- Regional SureNet, Complete Care Support Programs, Southern California Permanente Medical Group, Pasadena, California
| | - Kristi Reynolds
- Department of Research & Evaluation, Southern California Permanente Medical Group, Pasadena, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
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Sanders MA, Muntner P, Wei R, Shimbo D, Schwartz JE, Qian L, Bowling CB, Cannavale K, Harrison TN, Lustigova E, Sim JJ, Reynolds K. Comparison of Blood Pressure Measurements from Clinical Practice and a Research Study At Kaiser Permanente Southern California. Am J Hypertens 2023; 36:283-286. [PMID: 36851820 PMCID: PMC10200552 DOI: 10.1093/ajh/hpad020] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/27/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Accurate blood pressure (BP) measurement is essential to identify and manage hypertension. Prior studies have reported a difference between BP measured in routine patient care and in research studies. We aimed to investigate the agreement between BP measured in routine care and research-grade BP in Kaiser Permanente Southern California, a large, integrated healthcare system with initiatives to standardize BP measurements during routine patient care visits. METHODS We included adults ≥65 years old with hypertension, taking antihypertensive medication, and participating in the Ambulatory Blood Pressure in Older Adults (AMBROSIA) study in 2019-2021. Clinic BP from routine care visits was extracted from the electronic health record. Research-grade BP was obtained by trained AMBROSIA study staff via an automatic oscillometric device. The mean difference between routine care and research-grade BP, limits of agreement, and correlation were assessed. RESULTS We included 309 participants (mean age 75 years; 54% female; 49% non-Hispanic white). Compared with measurements from routine care, mean research-grade systolic BP (SBP) was 0.1 mm Hg higher (95% CI: -1.5 to 1.8) and diastolic BP (DBP) was 0.4 mm Hg lower (95% CI: -1.6 to 0.7). Limits of agreement were -29 to 30 mm Hg for SBP and -21 to 20 mm Hg for DBP. The intraclass correlation coefficient was 0.42 (95% CI: 0.33 to 0.51) for SBP and 0.43 (95% CI: 0.34 to 0.52) for DBP. CONCLUSIONS High within-person variation and moderate correlation were present between BP measured in routine care and following a research protocol suggesting the importance of standardized measurements.
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Affiliation(s)
- Mark A Sanders
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Rong Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Daichi Shimbo
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Joseph E Schwartz
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
- Department of Psychiatry, Stony Brook University, Stony Brook, New York, USA
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - C Barrett Bowling
- Durham Veterans Affairs Geriatric Research Education and Clinical Center, Durham Veterans Affairs Medical Center (VAMC), Durham, North Carolina, USA
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Kimberly Cannavale
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Eva Lustigova
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - John J Sim
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA
| | - Kristi Reynolds
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
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An J, Zhou H, Ni L, Harrison TN, Wei R, Agiro A, Brahmbhatt YG, Oluwatosin Y, Schilling CG, Sim JJ. Discontinuation of Renin-Angiotensin-Aldosterone System Inhibitors Secondary to Hyperkalemia Translates into Higher Cardiorenal Outcomes. Am J Nephrol 2023; 54:258-267. [PMID: 37231821 PMCID: PMC10623389 DOI: 10.1159/000531102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023]
Abstract
INTRODUCTION Discontinuation of renin-angiotensin-aldosterone system inhibitor (RAASi) is common after hyperkalemia. We evaluated the risk of kidney and mortality outcomes associated with RAASi discontinuation among patients with chronic kidney disease (CKD) and hyperkalemia. METHODS We identified adult patients with CKD (eGFR <60 mL/min/1.73 m2) who experienced new-onset hyperkalemia (potassium ≥5.0 mEq/L) between 2016 and 2017 from Kaiser Permanente Southern California and followed them through 2019. We defined treatment discontinuation as having ≥90-day gap in refills of all RAASi within 3 months after hyperkalemia. We used multivariable Cox proportional hazards models to evaluate the association between RAASi discontinuation and the primary composite outcome of kidney (≥40% eGFR decline, dialysis, kidney transplant) or all-cause mortality. We evaluated cardiovascular events and recurrence of hyperkalemia as secondary outcomes. RESULTS Among 5,728 patients (mean age 76 years), 13.5% discontinued RAASi within 3 months after new-onset hyperkalemia. During the median 2 years of follow-up, 29.7% had the primary composite outcome (15.5% with ≥40% eGFR decline, 2.8% dialysis or kidney transplant, 18.4% all-cause mortality). Patients who discontinued RAASi had a higher all-cause mortality compared with those who continued RAASi (26.7% vs. 17.1%) but had no differences in kidney outcomes, cardiovascular events, and recurrence of hyperkalemia. RAASi discontinuation was associated with a higher risk of kidney or all-cause mortality composite outcome (adjusted hazard ratio [aHR] 1.21, 95% CI: 1.06, 1.37) mainly driven by all-cause mortality (aHR: 1.34, 95% CI: 1.14, 1.56). CONCLUSION RAASi discontinuation after hyperkalemia was associated with worsened mortality, which may underscore the benefits of continuing RAASi among patients with CKD.
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Affiliation(s)
- Jaejin An
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Hui Zhou
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Liang Ni
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Teresa N. Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Rong Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Abiy Agiro
- AstraZeneca Pharmaceuticals LP, Wilmington, DE, USA
| | | | | | | | - John J. Sim
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA, USA
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Bansal N, Zelnick LR, An J, Harrison TN, Lee MS, Singer DE, Fan D, Go AS. Incident Atrial Fibrillation and Risk of Dementia in a Diverse, Community-Based Population. J Am Heart Assoc 2023; 12:e028290. [PMID: 36883422 PMCID: PMC10111519 DOI: 10.1161/jaha.122.028290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
Background Atrial fibrillation (AF) is the most common, clinically relevant arrhythmia in adults and associated with ischemic stroke and premature death. However, data are conflicting on whether AF is independently associated with risk of dementia, particularly in diverse populations. Methods and Results We identified all adults from 2 large integrated health care delivery systems between 2010 and 2017 and performed a 1:1 match of incident AF: no AF by age at index date, sex, estimated glomerular filtration rate category, and study site. Subsequent dementia was identified through previously validated diagnosis codes. Fine-Gray subdistribution hazard models were used to examine the association of incident AF (versus no AF) with risk of incident dementia, adjusting for sociodemographics and comorbidity and accounting for competing risk of death. Subgroup analyses by age, sex, race, ethnicity, and chronic kidney disease status were also performed. Among 196 968 matched adults, mean (SD) age was 73.6 (11.3) years, with 44.8% women, and 72.3% White. Incidence rates (per 100 person-years) for dementia over a median follow-up of 3.3 (interquartile range, 1.7-5.4) years were 2.79 (95% CI, 2.72-2.85) and 2.04 (95% CI, 1.99-2.08) per 100 person-years in persons with versus without incident AF, respectively. In adjusted models, incident AF was associated with a significantly greater risk of diagnosed dementia (subdistribution hazard ratio [sHR], 1.13 [95% CI, 1.09-1.16]). With additional adjustment for interim stroke events, the association of incident AF with dementia remained statistically significant (sHR, 1.10 [95% CI, 1.07-1.15]). Associations were stronger for age <65 (sHR, 1.65 [95% CI, 1.29-2.12]) versus ≥65 (sHR, 1.07 [95% CI, 1.03-1.10]) years (interaction P<0.001); and those without (sHR, 1.20 [95% CI, 1.14-1.26]) versus with chronic kidney disease (sHR, 1.06 [95% CI, 1.01-1.11]; interaction P<0.001). No meaningful differences were seen by sex, race, or ethnicity. Conclusions In a large, diverse community-based cohort, incident AF was associated with a modestly increased risk of dementia that was more prominent in younger patients and those without chronic kidney disease but did not substantially vary across sex, race, or ethnicity. Further studies should delineate mechanisms underpinning these findings, which may inform use of AF therapies.
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Affiliation(s)
- Nisha Bansal
- Division of Nephrology Kidney Research Institute, University of Washington Seattle WA USA
| | - Leila R Zelnick
- Division of Nephrology Kidney Research Institute, University of Washington Seattle WA USA
| | - Jaejin An
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA USA
- Department of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena CA USA
| | - Teresa N Harrison
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA USA
| | - Ming-Sum Lee
- Department of Cardiology Kaiser Permanente Los Angeles Medical Center Los Angeles CA USA
| | - Daniel E Singer
- Clinical Epidemiology Unit Massachusetts General Hospital Boston MA USA
- Harvard Medical School Boston MA USA
| | - Dongjie Fan
- Division of Research Kaiser Permanente Northern California Oakland CA USA
| | - Alan S Go
- Division of Research Kaiser Permanente Northern California Oakland CA USA
- Department of Medicine and Department of Epidemiology and Biostatistics University of California San Francisco CA USA
- Department of Medicine Stanford University Palo Alto CA USA
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Bansal N, Zelnick LR, An J, Harrison TN, Lee MS, Singer DE, Sung SH, Fan D, Go AS. Association of Kidney Function With Risk of Adverse Effects of Therapies for Atrial Fibrillation. Kidney Int Rep 2023; 8:606-618. [PMID: 36938096 PMCID: PMC10014389 DOI: 10.1016/j.ekir.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 12/05/2022] [Indexed: 12/15/2022] Open
Abstract
Introduction Atrial fibrillation (AF) is common in chronic kidney disease (CKD) and is treated with rate control medications, antiarrhythmic medications, as well as anticoagulation and procedures, each of which have associated risks. We aimed to evaluate the association of CKD status with the risks of adverse effects after initiation of AF therapies. Methods This was a cohort study of community-based adults who newly initiated rate control medications, antiarrhythmic medications, warfarin, direct oral anticoagulants (DOACs) or received AF procedures in the 1 year after diagnosis of AF. Baseline estimated glomerular filtration rate (eGFR) was calculated using outpatient serum creatinine measures. Adverse effects within 1 year related to each AF therapy or within 1 month of an AF procedure were ascertained from vital sign databases, electrocardiograms (ECGs), and administrative codes. Fine-Gray hazard models were used to study the association of eGFR categories with risk of adverse effects for each AF therapy. Results Among 115,564 patients with incident AF, lower eGFR (vs. eGFR ≥60 ml/min per 1.73 m2) was significantly associated with higher adjusted risk of adverse effects after initiation of rate control therapies (most commonly hypotension and bradycardia) as follows: eGFR 45-59 (hazard ratio [HR] 1.14, 95% confidence interval [CI] 1.07-1.22), 30-44 (HR 1.15, 95% CI 1.06-1.25), and 15-29 (HR 1.29, 95% CI: 1.12-1.47) ml/min per 1.73 m2. Lower eGFR was associated with higher adjusted risk of adverse effects (most commonly prolonged QRS and QTc intervals) after initiation of an antiarrhythmic medication (vs. eGFR >60 ml/min per 1.73 m2) as follows: eGFR 45-59 (HR 1.12, 95% CI 1.01-1.23) and eGFR<15 (HR 1.43, 95% CI 1.01-2.01) ml/min per 1.73 m2. Conclusion There was a graded association between lower eGFR and risk of major bleeding with warfarin use, with the greatest risk among those with eGFR <15 ml/min per 1.73 m2 (HR of 2.93, 95% CI 1.99-4.30). There was no association of eGFR with major bleeding in patients receiving DOACs. Rates of adverse effects within 1 month of an AF procedure were low among patients with (n = 18) and without (n = 41) CKD and was underpowered for further analyses. In conclusion, lower eGFR was associated with significantly higher risks of adverse effects after initiation of commonly used therapies to treat AF. These data may help inform the complex therapeutic decisions in patients with CKD and AF.
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Affiliation(s)
- Nisha Bansal
- Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, Washington, USA
- Correspondence: Nisha Bansal, Division of Nephrology, University of Washington, 908 Jefferson St, 3rd floor, Seattle, Washington 98104, USA.
| | - Leila R. Zelnick
- Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, Washington, USA
| | - Jaejin An
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Teresa N. Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Ming-Sum Lee
- Department of Cardiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California, USA
| | - Daniel E. Singer
- Clinical Epidemiology Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Dongjie Fan
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Alan S. Go
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
- Department of Medicine and Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA
- Department of Medicine, Stanford University, Palo Alto, California, USA
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Mefford MT, Zhou H, Zhou M, Derakhshan H, Harrison TN, Rojas M, Kanter MH, Scott RD, Imley T, Sanders M, Timmins R, Reynolds K. Abstract P367: Automated Outreach to Improve Statin Initiation and Follow-Up of Lipid Panels Among Patients With High LDL-C. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Background:
Despite their effectiveness in reducing low-density lipoprotein-cholesterol (LDL-C) and cardiovascular disease (CVD) risk, high-intensity statins are underutilized among patients with LDL-C ≥ 190 mg/dL. We aimed to determine if a patient outreach program (KP Sure Net) automating high-intensity statin orders and lipid panels improved statin initiation and lab completions.
Methods:
Kaiser Permanente Southern California adults 20-60 years of age with LDL-C ≥ 190 mg/dL and no recent statin use were compared pre- (January 2016-September 2018, n=3,534) and post- (April 2019-July 2021, n=3,555) program implementation to examine statin prescriptions and fills, lab completions, and improved LDL-C (<190 mg/dL) at 6 months. Using Poisson regression with robust variance, we calculated relative risks (RR) and 95% confidence intervals (CI) for the association of program implementation with statin prescriptions, fills, lab completions, and improved LDL-C, separately, adjusting for sociodemographics, insurance, comorbidity burden, and non-statin medication use.
Results:
Among adults identified during pre- and post-implementation, 759 (21.5%) and 976 (27.5%), respectively, received a statin prescription. Adults with a prescription post- versus pre-implementation were more likely to be younger, identify as Black or Asian ethnicity, be English-speaking and have higher income, but were similar by sex, education, insurance, and comorbidity burden. (Table) After multivariable adjustment, adults post- versus pre-implementation had a higher likelihood of receiving a statin prescription (RR 1.36, 95% CI 1.25, 1.48), filling their statin (RR 1.32, 95% CI 1.26, 1.38), completing their lipid panel (RR 1.60, 95% CI 1.44, 1.78), and improving LDL-C (RR 1.36, 95% CI 1.20, 1.53).
Conclusion:
Automating statin orders and lipid panels for high-risk adults improved prescription rates, fills and LDL-C. Understanding facilitators and barriers to adherence is an important next step in improving patients’ health.
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Affiliation(s)
| | - Hui Zhou
- Kaiser Permanente Southern California, Pasadena, CA
| | | | | | | | | | | | | | - Tracy Imley
- Kaiser Permanente Southern California, Pasadena, CA
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Harrison TN, Zhou H, Wei R, Brettler J, Muntner P, An J, Ong-Su AL, Reynolds K. Blood Pressure Control Among Black and White Adults Following a Quality Improvement Program in a Large Integrated Health System. JAMA Netw Open 2023; 6:e2249930. [PMID: 36607636 PMCID: PMC9856959 DOI: 10.1001/jamanetworkopen.2022.49930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
IMPORTANCE A higher percentage of non-Hispanic Black (hereinafter, Black) adults vs non-Hispanic White (hereinafter, White) adults with hypertension have uncontrolled blood pressure (BP) contributing to racial and ethnic disparities in cardiovascular disease. In 2010, Kaiser Permanente Southern California began implementing quality improvement (QI) strategies aimed at reducing this disparity. OBJECTIVE To examine the change in BP control between Black and White patients before and after the implementation of a QI program. DESIGN, SETTING, AND PARTICIPANTS A QI quasi-experimental, difference-in-difference analysis was conducted of Kaiser Permanente Southern California patients 18 years or older included in the population care management hypertension registry. The study was conducted from December 31, 2008, to December 31, 2019. Data analysis was performed from November 20, 2020, to November 7, 2022. INTERVENTIONS Quality improvement program implementation began in 2010. MAIN OUTCOMES AND MEASURES Blood pressure control (systolic BP <140 mm Hg and diastolic BP <90 mm Hg) was assessed using the last outpatient BP measurement in each calendar year. Changes in BP control between Black and White patients from before (2008-2009) to after (2016-2019) implementation of the QI program were examined using a difference-in-difference analysis. Blood pressure control disparities from 2008 through 2019 by age, sex, race and ethnicity, and factors associated with BP control were examined. RESULTS The number of patients with hypertension increased from 624 094 in 2008 (mean [SD] age, 61.8 [13.5] years; 330 551 [53.0%] female patients; 89 407 [14.3%] Black and 284 116 [45.5%] White patients) to 855 257 in 2019 (mean [SD] age, 64.5 [13.6] years; 444 422 [52.0%] female patients; 107 054 [12.5%] Black and 331 932 [38.8%] White patients). Blood pressure control increased an absolute 4.6% (95% CI, 4.3%-4.8%) among Black patients and 2.1% (95% CI, 2.0%-2.2%) among White patients from before to after the QI program implementation (difference-in-difference: 2.5%; 95% CI, 2.2%-2.8%). The largest reduction in BP control disparity between Black and White female patients was for those aged 50 to 64 years (difference-in-difference: 3.8%; 95% CI, 3.2%-4.4%) and for those aged 18 to 49 years between Black and White male patients (difference-in-difference: 4.2%; 95% CI, 3.0%-5.5%). The proportion of BP control among Black male patients aged 18 to 49 years was the lowest throughout 2008-2019 compared with male and female patients in other age and racial and ethnic groups. In 2019, uncontrolled BP was more common among Black vs White patients (prevalence ratio: 1.13; 95% CI, 1.12-1.14). CONCLUSIONS AND RELEVANCE This QI program noted that disparities in BP control between Black and White patients were decreased but not eliminated following implementation of QI strategies aimed at reducing disparities in BP control. These findings suggest that more focused interventions may be needed to increase BP control among Black individuals.
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Affiliation(s)
- Teresa N. Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Hui Zhou
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Rong Wei
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Jeffrey Brettler
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
- Kaiser Permanente West Los Angeles Medical Center, Los Angeles, California
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham
| | - Jaejin An
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Angeline L. Ong-Su
- Kaiser Permanente Panorama City Medical Center, Panorama City, California
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
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Reynolds K, Harrison TN, Zhou H, Wei R, Brettler J, Su ALO, An J, Sanders M, Muntner P. PS-P03-2: RACIAL AND ETHNIC DISPARITIES IN HYPERTENSION CONTROL IN AN INTEGRATED HEALTHCARE SYSTEM IN THE UNITED STATES, 2008–2019. J Hypertens 2023. [DOI: 10.1097/01.hjh.0000915192.04460.85] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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11
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Harrison TN, Chen Q, Lee MY, Munis MA, Morrissette K, Sundar S, Pareja K, Nourbakhsh A, Shu YH, Willey CJ, Sim JJ. Health Disparities in Kidney Failure Among Patients With Autosomal Dominant Polycystic Kidney Disease: A Cross-Sectional Study. Kidney Med 2022; 5:100577. [PMID: 36718187 PMCID: PMC9883284 DOI: 10.1016/j.xkme.2022.100577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Rationale & Objective Understanding potential differences in patterns of kidney failure among patients with autosomal dominant polycystic kidney disease (ADPKD) may provide insights into improving disease management. We sought to characterize patients with ADPKD and kidney failure across different race/ethnicities. Study Design Cross-sectional study. Setting & Participants Kaiser Permanente Southern California members diagnosed with ADPKD between January1, 2002, and December 31, 2018. Exposure ADPKD. Outcome Kidney failure, dialysis, or receipt of kidney transplant. Analytical Approach Differences in characteristics by race/ethnicity were assessed using analysis of variance F test and χ2 test. To compare the range and distribution of the average age at onset of kidney failure by race/ethnicity and sex, we used box plots and confidence intervals. Multivariable logistic regression was used to estimate OR for kidney transplant. Results Among 3,677 ADPKD patients, 1,027 (27.3%) had kidney failure. The kidney failure cohort was comprised of Black (n=138; 30.7%), White (n=496; 30.6%), Hispanic (n=306; 24.7%), and Asian (n=87; 23.6%) patients. Hispanic patients had the youngest mean age of kidney failure onset (50 years) compared to Black (56 years) and White (57 years) patients. Black (44.2%; OR, 0.72) and Hispanic (49.7%; OR, 0.65) patients had lower rates of kidney transplantation compared to White (53.8%) patients. Preemptive kidney transplantations occurred in 15.0% of patients. Limitations Retrospective study design and possible misclassification of ADPKD cases. Kidney function calculations were based on equations incorporating race, potentially overestimating kidney function in African Americans. The study was conducted within a single, integrated health care system in 1 geographic region and may not be generalizable to all ADPKD patients. Conclusions Among a large diverse ADPKD population, we observed racial/ethnic differences in rates of kidney failure, age of kidney failure onset, and rates of kidney transplantation. Our real-world ADPKD cohort provides insight into racial/ethnic variation in clinical features of disease and potential disparities in care, which may affect ADPKD outcomes.
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Affiliation(s)
- Teresa N. Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Qiaoling Chen
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Min Young Lee
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Mercedes A. Munis
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Kerresa Morrissette
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Shirin Sundar
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, New Jersey
| | - Kristin Pareja
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, New Jersey
| | - Ali Nourbakhsh
- Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, New Jersey
| | - Yu-Hsiang Shu
- Department of Biostatistics and Programming, Inari Medical, Irvine, California
| | - Cynthia J. Willey
- College of Pharmacy, University of Rhode Island, Kingston, Rhode Island
| | - John J. Sim
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California,Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California,Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California,Address for Correspondence: John J. Sim, MD, Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, 4700 Sunset Bl 2nd Floor, Los Angeles, CA 90027.
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12
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Go AS, Leong TK, Sung SH, Wei R, Harrison TN, Gupta N, Baker N, Goldstein B, Ataher Q, Solomon MD, Reynolds K. Thromboembolism after treatment with 4-factor prothrombin complex concentrate or plasma for warfarin-related bleeding. J Thromb Thrombolysis 2022; 54:470-479. [PMID: 35984591 PMCID: PMC9553785 DOI: 10.1007/s11239-022-02695-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/06/2022] [Indexed: 11/26/2022]
Abstract
Limited data exist in large, representative populations about whether the risk of thromboembolic events varies after receiving four-factor human prothrombin complex concentrate (4F-PCC) versus treatment with human plasma for urgent reversal of oral vitamin K antagonist therapy. We conducted a multicenter observational study to compare the 45-day risk of thromboembolic events in adults with warfarin-associated major bleeding after treatment with 4F-PCC (Kcentra®) or plasma. Hospitalized patients in two large integrated healthcare delivery systems who received 4F-PCC or plasma for reversal of warfarin due to major bleeding from January 1, 2008 to March 31, 2020 were identified and were matched 1:1 on potential confounders and a high-dimensional propensity score. Arterial and venous thromboembolic events were identified up to 45 days after receiving 4F-PCC or plasma from electronic health records and adjudicated by physician review. Among 1119 patients receiving 4F-PCC and a matched historical cohort of 1119 patients receiving plasma without a recent history of thromboembolism, mean (SD) age was 76.7 (10.5) years, 45.6% were women, and 9.4% Black, 14.6% Asian/Pacific Islander, and 15.7% Hispanic. The 45-day risk of thromboembolic events was 3.4% in those receiving 4F-PCC and 4.1% in those receiving plasma (P = 0.26; adjusted hazard ratio 0.76; 95% confidence interval 0.49-1.16). The adjusted risk of all-cause death at 45 days post-treatment was lower in those receiving 4F-PCC compared with plasma. Among a large, ethnically diverse cohort of adults treated for reversal of warfarin-associated bleeding, receipt of 4F-PCC was not associated with an excess risk of thromboembolic events at 45 days compared with plasma therapy.
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Affiliation(s)
- Alan S Go
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA.
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
- Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, CA, USA.
- Department of Medicine, Stanford University, Palo Alto, CA, USA.
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA
| | - Rong Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Nigel Gupta
- Department of Cardiac Electrophysiology, Southern CA Permanente Medical Group, Los Angeles, CA, USA
| | - Nicole Baker
- Clinical Epidemiology, CSL Behring, King of Prussia, PA, USA
| | - Brahm Goldstein
- Clinical Epidemiology, CSL Behring, King of Prussia, PA, USA
| | - Quazi Ataher
- Clinical Epidemiology, CSL Behring, King of Prussia, PA, USA
| | - Matthew D Solomon
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA, 94612, USA
- Department of Cardiology, Kaiser Permanente Oakland Medical Center, Oakland, CA, USA
| | - Kristi Reynolds
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
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13
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Bowling CB, Wei RX, Qian L, Shimbo D, Schwartz JE, Muntner P, Cannavale KL, Harrison TN, Reynolds K. Changes in fall rates from before to during the COVID-19 pandemic: Findings from the prospective AMBROSIA study. J Gerontol A Biol Sci Med Sci 2022; 78:624-629. [PMID: 35690355 PMCID: PMC9214135 DOI: 10.1093/gerona/glac131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Indexed: 11/14/2022] Open
Abstract
Background COVID-19 social distancing policies resulted in reductions in community movement, however fall rates during this time have not been described. Methods This prospective study included adults ≥65 years old participating in the Ambulatory Blood Pressure in Older Adults (AMBROSIA) cohort and who completed ≥1 monthly falls calendar (August 2019-March 2021; n=250). Months were grouped to correspond to the fall 2020 phased re-opening (August-October) and the shelter-in-place policy during the winter 2020 surge (November-January) in Los Angeles, California and compared to the same months, one year earlier (i.e., before the pandemic). Results Participants had a mean (SD) age of 75.2 (6.1) years, 49.6% were White, and 53.2% were women. We obtained 2,795 falls calendars during follow-up. Overall, 110 (44.0%) participants reported a total of 421 falls (rate 15.1 per 100 calendar months). The highest monthly fall rate during the pandemic was 22.9 (95% CI 16.4-31.1) per 100 calendar-months in August 2020. The lowest fall rate during the pandemic was 8.6 (95% CI 3.5-17.8) per 100 calendar-months in February 2021. During the pandemic, fall rates in August, September, and October 2020 were higher than the previous year (rate ratio 1.8 [95% CI 1.1-2.9]) and fall rates in November and December 2020 and January 2021 were lower than the previous year (rate ratio 0.5 [95% CI 0.4-0.8]). Conclusions As the pandemic continues and older adults resume community mobility after a shelter-in-place period, providers should pay attention to the risk of falls.
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Affiliation(s)
- C Barrett Bowling
- Durham Veterans Affairs Geriatric Research Education and Clinical Center, Durham Veterans Affairs Medical Center (VAMC), Durham, NC.,Department of Medicine, Duke University, Durham, NC
| | - Rong X Wei
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Lei Qian
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Daichi Shimbo
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Joseph E Schwartz
- Center for Behavioral and Cardiovascular Health, Columbia University Irving Medical Center, New York, NY.,Department of Psychiatry and Behavioral Health, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Kimberly L Cannavale
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
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14
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Mefford MT, Silverberg MJ, Leong TK, Hechter RC, Towner WJ, Go AS, Horberg M, Hu H, Harrison TN, Sung SH, Reynolds K. Multimorbidity Burden and Incident Heart Failure Among People With and Without HIV: The HIV-HEART Study. Mayo Clin Proc Innov Qual Outcomes 2022; 6:218-227. [PMID: 35539894 PMCID: PMC9079699 DOI: 10.1016/j.mayocpiqo.2022.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective To examine the association between multimorbidity burden and incident heart failure (HF) among people with HIV (PWH) and people without HIV (PWoH). Patients and Methods The HIV-HEART study is a retrospective cohort study that included adult PWH and PWoH aged 21 years or older at Kaiser Permanente between 2000 and 2016. Multimorbidity burden was defined by the baseline prevalence of 22 chronic conditions and was categorized as 0-1, 2-3, and 4 or more comorbidities on the basis of distribution of the overall population. People with HIV and PWoH were followed for a first HF event, all-cause death, or up to the end of follow-up on December 31, 2016. Using Cox proportional hazard regression, hazard ratios and 95% CIs were calculated to examine the association between multimorbidity burden and incident HF among PWH and PWoH, separately. Results The prevalences of 0-1, 2-3, and 4 or more comorbidities were 83.3%, 13.0%, and 3.7% in PWH (n=38,868), and 82.2%, 14.3%, and 3.5% in PWoH (n=386,586), respectively. After multivariable adjustment, compared with people with 0-1 comorbidities, the hazard ratios of incident HF associated with 2-3 and 4 or more comorbidities were 1.33 (95% CI, 1.04-1.71) and 2.41 (95% CI, 1.78-3.25) in PWH and 2.10 (95% CI, 1.92-2.29) and 4.09 (95% CI, 3.64-4.61) in PWoH, respectively. Conclusion Multimorbidity was associated with a higher risk of incident HF among PWH and PWoH, with more prominent associations in PWoH and certain patient subgroups. The identification of specific multimorbidity patterns that contribute to higher HF risk in PWH may lead to future preventative strategies.
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Affiliation(s)
- Matthew T Mefford
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California, Oakland, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.,Departments of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Rulin C Hechter
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.,Department of Epidemiology, University of California Los Angeles, Los Angeles, CA
| | - William J Towner
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.,Department of Infectious Disease, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.,Departments of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA.,Department of Medicine, University of California, San Francisco, CA.,Department of Medicine, Stanford University, Palo Alto, CA
| | - Michael Horberg
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA.,Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Haihong Hu
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
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Mefford MT, Koyama SY, De Jesus J, Wei R, Fischer H, Harrison TN, Woo P, Reynolds K. Comparability Of The GALACTIC-HF Clinical Trial Population To Real-world Patients Having Heart Failure With Reduced Ejection Fraction. J Card Fail 2022. [DOI: 10.1016/j.cardfail.2022.03.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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16
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Mefford MT, Rana JS, Reynolds K, Ranasinghe O, Mittleman MA, Liu JY, Qian L, Zhou H, Harrison TN, Geller AC, Sloan RP, Mostofsky E, Williams DR, Sidney S. Association of the 2020 US Presidential Election With Hospitalizations for Acute Cardiovascular Conditions. JAMA Netw Open 2022; 5:e228031. [PMID: 35442454 PMCID: PMC9021908 DOI: 10.1001/jamanetworkopen.2022.8031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Prior studies found a higher risk of acute cardiovascular disease (CVD) around population-wide psychosocial or environmental stressors. Less is known about acute CVD risk in relation to political events. OBJECTIVE To examine acute CVD hospitalizations following the 2020 presidential election. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study examined acute CVD hospitalizations following the 2020 presidential election. Participants were adult members aged 18 years or older at Kaiser Permanente Southern California and Kaiser Permanente Northern California, 2 large, integrated health care delivery systems. Statistical analysis was performed from March to July 2021. EXPOSURE 2020 US presidential election. MAIN OUTCOMES AND MEASURES Hospitalizations for acute CVD around the 2020 presidential election were examined. CVD was defined as hospitalizations for acute myocardial infarction (AMI), heart failure (HF), or stroke. Rate ratios (RR) and 95% CIs were calculated comparing rates of CVD hospitalization in the 5 days following the 2020 election with the same 5-day period 2 weeks prior. RESULTS Among 6 396 830 adults (3 970 077 [62.1%] aged 18 to 54 years; 3 422 479 [53.5%] female; 1 083 128 [16.9%] Asian/Pacific Islander, 2 101 367 [32.9%] Hispanic, and 2 641 897 [41.3%] White), rates of hospitalization for CVD following the election (666 hospitalizations; rate = 760.5 per 100 000 person-years [PY]) were 1.17 times higher (95% CI, 1.05-1.31) compared with the same 5-day period 2 weeks prior (569 hospitalizations; rate = 648.0 per 100 000 PY). Rates of AMI were significantly higher following the election (RR, 1.42; 95% CI, 1.13-1.79). No significant difference was found for stroke (RR, 1.02; 95% CI, 0.86-1.21) or HF (RR, 1.18; 95% CI, 0.98-1.42). CONCLUSIONS AND RELEVANCE Higher rates of acute CVD hospitalization were observed following the 2020 presidential election. Awareness of the heightened risk of CVD and strategies to mitigate risk during notable political events are needed.
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Affiliation(s)
- Matthew T. Mefford
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Jamal S. Rana
- Department of Cardiology, Kaiser Permanente Oakland Medical Center, Oakland, California
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Omesh Ranasinghe
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Murray A. Mittleman
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Cardiovascular Division, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Jennifer Y. Liu
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Hui Zhou
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Teresa N. Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Alan C. Geller
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Richard P. Sloan
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York
| | - Elizabeth Mostofsky
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - David R. Williams
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of African and African American Studies, Harvard University, Cambridge, Massachusetts
| | - Stephen Sidney
- Division of Research, Kaiser Permanente Northern California, Oakland
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Mefford MT, Koyama SY, De Jesus J, Wei R, Fischer H, Harrison TN, Woo P, Reynolds K. Representativeness of the GALACTIC-HF Clinical Trial in Patients Having Heart Failure With Reduced Ejection Fraction. J Am Heart Assoc 2022; 11:e023766. [PMID: 35322672 PMCID: PMC9075481 DOI: 10.1161/jaha.121.023766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background Randomized clinical trials in populations with heart failure with reduced ejection fraction may not be reflective of the general population with heart failure with reduced ejection fraction. Our study assessed the representativeness of the GALACTIC‐HF (Global Approach to Lowering Adverse Cardiac Outcomes Through Improving Contractility in Heart Failure) patient population in Kaiser Permanente Southern California. Methods and Results We identified 9770 patients with a diagnosis of heart failure with reduced ejection fraction from 2014 to 2018 using electronic health records. Four mutually exclusive cohorts were created, including GALACTIC‐HF–ineligible cohorts: (1) not taking guideline‐directed medical therapy (GDMT) and (2) taking GDMT; and GALACTIC‐HF–eligible cohorts with: (3) ejection fraction (EF) ≤28% and (4) EF 29% to 35%. Patients were followed for 30‐day and 1‐year mortality and 30‐day, 180‐day, and 1‐year hospitalization. Overall, 3626 (37.1%) met GALACTIC‐HF inclusion criteria with EF ≤35%, and 2367 (65.3%) of those individuals had EF ≤28%. The risk of 1‐year mortality was lower among all cohorts versus the GALACTIC‐HF–ineligible cohort not taking GDMT (hazard ratio, 0.80 [95% CI, 0.70–0.91], 0.84 [95% CI, 0.72–0.98], and 0.62 [95% CI, 0.51–0.75] for the GALACTIC‐HF–ineligible cohort taking GDMT and GALACTIC‐HF‐eligible cohorts with EF ≤28% and 29%–35%, respectively). Compared with the GALACTIC‐HF–ineligible cohort not taking GDMT, the short‐term hospitalization risk at 30 and 180 days were similar for both GALACTIC‐HF–eligible cohorts and the hospitalization risk at 1 year was similar for the GALACTIC‐HF–eligible cohort with EF ≤28%. Conclusions A large portion of patients with heart failure with reduced ejection fraction with low EF met inclusion criteria for the GALACTIC‐HF trial and, despite being on GDMT, had hospitalization rates similar to those not taking GDMT, suggesting potential benefits from other innovative treatments.
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Affiliation(s)
- Matthew T Mefford
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Sandra Y Koyama
- Internal Medicine Kaiser Permanente Southern California Baldwin Park CA
| | - Justine De Jesus
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Rong Wei
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Heidi Fischer
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Teresa N Harrison
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Pauline Woo
- Department of Cardiology Kaiser Permanente Southern California Baldwin Park CA
| | - Kristi Reynolds
- Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA.,Department of Health Systems Science Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena CA
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18
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Gupta N, Yang J, Reynolds K, Lenane J, Garcia E, Sung SH, Harrison TN, Solomon MD, Go AS. Diagnostic Yield, Outcomes, and Resource Utilization With Different Ambulatory Electrocardiographic Monitoring Strategies. Am J Cardiol 2022; 166:38-44. [PMID: 34953575 DOI: 10.1016/j.amjcard.2021.11.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 11/05/2021] [Accepted: 11/09/2021] [Indexed: 11/01/2022]
Abstract
Accurate diagnosis of arrhythmias is improved with longer monitoring duration but can risk delayed diagnosis. We compared diagnostic yield, outcomes, and resource utilization by arrhythmia monitoring strategy in 330 matched adults (mean age 64 years, 40% women, and 30% non-White) without previously documented atrial fibrillation or atrial flutter (AF/AFL) who received ambulatory electrocardiographic monitoring by 14-day Zio XT (patch-based continuous monitor), 24-hour Holter, or 30-day event monitor (external loop recorder) between October 2011 and May 2014. Patients were matched by age, gender, site, likelihood of receiving Zio XT patch, and indication for monitoring, and subsequently followed for monitoring results, management changes, clinical outcomes, and resource utilization. AF/AFL ≥30 seconds was noted in 6% receiving Zio XT versus 0% by Holter (p = 0.04) and 3% by event monitor (p = 0.07). Nonsustained ventricular tachycardia was noted in 24% for Zio XT patch versus 8% (p <0.001) for Holter and 4% (p <0.001) for event monitor. No significant differences between monitoring strategies in outcomes or resource utilization were observed. Prolonged monitoring with 14-day Zio XT patch or 30-day event monitor was superior to 24-hour Holter in detecting new AF/AFL but not different from each other. Documented nonsustained ventricular tachycardia was more frequent with Zio XT than 24-hour Holter and 30-day event monitor without apparent increased risk of adverse outcomes or excess utilization. In conclusion, additional efforts are needed to further personalize electrocardiographic monitoring strategies that optimize clinical management and outcomes.
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Affiliation(s)
- Nigel Gupta
- Department of Cardiac Electrophysiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Jingrong Yang
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern, California, Pasadena, California
| | - Judith Lenane
- iRhythm Technologies, Inc., San Francisco, California
| | - Elisha Garcia
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern, California, Pasadena, California
| | - Matthew D Solomon
- Division of Research, Kaiser Permanente Northern California, Oakland, California; Department of Cardiology, Kaiser Oakland Medical Center, Oakland, California
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California; Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, California; Department of Medicine, Stanford University, Stanford, California.
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19
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Go AS, Reynolds K, Avula HR, Towner WJ, Hechter RC, Horberg MA, Vupputuri S, Leong TK, Leyden WA, Harrison TN, Lee KK, Sung SH, Silverberg MJ. Human Immunodeficiency Virus Infection and Variation in Heart Failure Risk by Age, Sex, and Ethnicity: The HIV HEART Study. Mayo Clin Proc 2022; 97:465-479. [PMID: 34916054 PMCID: PMC9074114 DOI: 10.1016/j.mayocp.2021.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 09/26/2021] [Accepted: 10/08/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVES To evaluate the risk of heart failure (HF) linked to human immunodeficiency virus (HIV) infection, how risk varies by demographic characteristics, and whether it is explained by atherosclerotic disease or risk factor treatment. PATIENTS AND METHODS We performed a retrospective cohort study of persons with HIV (PWHs) from January 1, 2000, through December 31, 2016, frequency-matched 1:10 to persons without HIV on year of entry, age, sex, race/ethnicity, and treating facility. We evaluated the risk of incident HF associated with HIV infection, overall and by left ventricular systolic function, and whether HF risk varied by demographic characteristics. RESULTS Among 38,868 PWHs and 386,586 matched persons without HIV, mean ± SD age was 41.4±10.8 years, with 12.3% female, 21.1% Black, 20.5% Hispanic, and 3.9% Asian/Pacific Islander. During median follow-up of 3.8 years (interquartile range, 1.4-9.0 years), the rate (per 100 person-years) of incident HF was 0.23 in PWHs vs 0.15 in those without HIV (P<.001). The PWHs had a higher adjusted HF rate (adjusted hazard ratio [aHR], 1.73; 95% confidence interval [CI], 1.57 to 1.91), which was only modestly attenuated after accounting for interim acute coronary syndrome events. Results were similar by systolic function category. The adjusted risk of HF in PWHs was more prominent for those 40 years and younger (aHR, 2.45; 95% CI, 1.92 to 3.03), women (aHR, 2.48; 95% CI, 1.90 to 3.26), and Asian/Pacific Islanders (aHR, 2.46; 95% CI, 1.27 to 4.74). CONCLUSION HIV infection increases the risk of HF, which varied by demographic characteristics and was not primarily mediated through atherosclerotic disease pathways or differential use of cardiopreventive medications.
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Affiliation(s)
- Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Departments of Epidemiology, Biostatistics, and Medicine, University of California, San Francisco, San Francisco; Department of Medicine, Stanford University, Palo Alto, CA.
| | - Kristi Reynolds
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Harshith R Avula
- Department of Cardiology, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, CA
| | - William J Towner
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Department of Infectious Disease, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Rulin C Hechter
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Michael A Horberg
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Suma Vupputuri
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Wendy A Leyden
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Keane K Lee
- Division of Research, Kaiser Permanente Northern California, Oakland; Department of Cardiology, Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland
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20
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Bansal N, Zelnick LR, Reynolds K, Harrison TN, Lee MS, Singer DE, Sung SH, Fan D, Go AS. Management of Adults with Newly Diagnosed Atrial Fibrillation with and without CKD. J Am Soc Nephrol 2022; 33:442-453. [PMID: 34921110 PMCID: PMC8819992 DOI: 10.1681/asn.2021060744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 12/06/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is highly prevalent in CKD and is associated with worse cardiovascular and kidney outcomes. Limited data exist on use of AF pharmacotherapies and AF-related procedures by CKD status. We examined a large "real-world" contemporary population with incident AF to study the association of CKD with management of AF. METHODS We identified patients with newly diagnosed AF between 2010 and 2017 from two large, integrated health care delivery systems. eGFR (≥60, 45-59, 30-44, 15-29, <15 ml/min per 1.73 m2) was calculated from a minimum of two ambulatory serum creatinine measures separated by ≥90 days. AF medications and procedures were identified from electronic health records. We performed multivariable Fine-Gray subdistribution hazards regression to test the association of CKD severity with receipt of targeted AF therapies. RESULTS Among 115,564 patients with incident AF, 34% had baseline CKD. In multivariable models, compared with those with eGFR >60 ml/min per 1.73 m2, patients with eGFR 30-44 (adjusted hazard ratio [aHR] 0.91; 95% CI, 0.99 to 0.93), 15-29 (aHR, 0.78; 95% CI, 0.75 to 0.82), and <15 ml/min per 1.73 m2 (aHR, 0.64; 95% CI, 0.58-0.70) had lower use of any AF therapy. Patients with eGFR 15-29 ml/min per 1.73 m2 had lower adjusted use of rate control agents (aHR, 0.61; 95% CI, 0.56 to 0.67), warfarin (aHR, 0.89; 95% CI, 0.84 to 0.94), and DOACs (aHR, 0.23; 95% CI, 0.19 to 0.27) compared with patients with eGFR >60 ml/min per 1.73 m2. These associations were even stronger for eGFR <15 ml/min per 1.73 m2. There was also a graded association between CKD severity and receipt of AF-related procedures (vs eGFR >60 ml/min per 1.73 m2): eGFR 30-44 ml/min per 1.73 (aHR, 0.78; 95% CI, 0.70 to 0.87), eGFR 15-29 ml/min per 1.73 m2 (aHR, 0.73; 95% CI, 0.61 to 0.88), and eGFR <15 ml/min per 1.73 m2 (aHR, 0.48; 95% CI, 0.31 to 0.74). CONCLUSIONS In adults with newly diagnosed AF, CKD severity was associated with lower receipt of rate control agents, anticoagulation, and AF procedures. Additional data on efficacy and safety of AF therapies in CKD populations are needed to inform management strategies.
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Affiliation(s)
- Nisha Bansal
- Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, Washington
| | - Leila R. Zelnick
- Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, Washington
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Teresa N. Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Ming-Sum Lee
- Department of Cardiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | - Daniel E. Singer
- Clinical Epidemiology Unit, Massachusetts General Hospital, Boston, Massachusetts,Harvard Medical School, Boston, Massachusetts
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Dongjie Fan
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Alan S. Go
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California,Division of Research, Kaiser Permanente Northern California, Oakland, California,Department of Medicine and Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California,Departments of Medicine, Stanford University, Palo Alto, California
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21
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Fischer H, Hahn EE, Li BH, Munoz-Plaza CE, Luong TQ, Harrison TN, Slezak JM, Sim JJ, Mittman BS, Lee EA, Singh H, Kanter MH, Reynolds K, Danforth KN. Potentially Harmful Medication Dispenses After a Fall or Hip Fracture: A Mixed Methods Study of a Commonly Used Quality Measure. Jt Comm J Qual Patient Saf 2022; 48:222-232. [DOI: 10.1016/j.jcjq.2022.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 12/16/2021] [Accepted: 01/06/2022] [Indexed: 11/25/2022]
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22
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Harrison TN, Reynolds K, Hahn EE, Munoz-Plaza CE, Yi DK, Fischer H, Luong TQ, Sim JJ, Brettler J, Handler J, Mittman BS, Singh H, Kanter MH, Danforth KN. Laboratory monitoring to reduce adverse drug-related events: a mixed methods study. J Manag Care Spec Pharm 2022; 28:16-25. [PMID: 34949121 PMCID: PMC10398702 DOI: 10.18553/jmcp.2022.28.1.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Therapy with angiotensinconverting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) requires laboratory monitoring to avoid hyperkalemia and acute kidney failure. OBJECTIVE: To assess the frequency of recommended annual serum potassium and creatinine monitoring and determine potential factors associated with care gaps among adults dispensed an ACEI or ARB. METHODS: This mixed-methods study integrated findings from a retrospective cohort study and individual patient interviews. Adults aged 21 years and over within Kaiser Permanente Southern California with at least 180 treatment days of an ACEI and/or ARB in 2015 were included. Patients invited for qualitative interviews included those who did and did not complete the recommended laboratory tests. We assessed the proportion of patients completing both recommended laboratory tests, factors associated with not receiving laboratory monitoring, and patients' insights into barriers and facilitators of recommended monitoring. RESULTS: Of 437,544 patients who received an ACEI or ARB, 9.0% did not receive both a serum potassium and creatinine laboratory test during treatment (defined as a care gap). Lower risk of a care gap was observed for patients with increasing age (rate ratio [RR] per 10-year increase = 0.78, 95% CI = 0.77-0.79); diabetes mellitus (RR = 0.62, 95% CI = 0.60-0.64); hypertension (RR = 0.71, 95% CI = 0.71-0.74); Charlson Comorbidity Index score of at least 2 (RR = 0.62, 95% CI = 0.60-0.64); those who changed medication classes (RR = 0.53, 95% CI = 0.51-0.56); and patients with a cardiologist (RR = 0.81, 95% CI = 0.73-0.90) or nephrologist (RR = 0.60, 95% CI = 0.52-0.69) as their prescribing provider. Twenty-five patients completed the qualitative interviews. Patients often lacked knowledge about the need for laboratory monitoring, cited logistical barriers to accessing the laboratory, and deemed the reminders they received through an outpatient safety program as a facilitator to completing tests. CONCLUSIONS: Given the large patient population on ACEI and ARB medications, monitoring and support strategies such as electronic clinical surveillance could be important in addressing care gaps and potentially reducing adverse drug effects. DISCLOSURES: This project was supported by grant number R01HS024437 from the Agency for Healthcare Research and Quality. The funder had no role in the design of the study; collection, analyses, or interpretation of the data, or decision to submit this manuscript for publication. Harrison, Reynolds, Hahn, Munoz-Plaza, Yi, Fischer, Luong, Sim, Brettler, Handler, and Mittman are employees of the Southern California Permanente Medical Group. Danworth was employed by the Southern California Permanente Medical Group at the time of this study. Singh was partially supported by the Houston VA HSR&D Center for Innovations in Quality, Effectiveness and Safety (CIN13-413). Reynolds reports grants from Novartis, Amgen Inc., and Vital Strategies, Resolve to Save Lives, unrelated to this work. Yi reports grants from Novartis unrelated to this work. Kanter has nothing to disclose.
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Affiliation(s)
- Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, and Department of Health Systems Science, Kaiser Permanente Bernard J Tyson School of Medicine, Pasadena, CA
| | - Erin E Hahn
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Corrine E Munoz-Plaza
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - David K Yi
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Heidi Fischer
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Tiffany Q Luong
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - John J Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Jeffrey Brettler
- Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA
| | - Joel Handler
- Southern California Permanente Medical Group, Yorba Linda
| | - Brian S Mittman
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Hardeep Singh
- Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey VA Medical Center; Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Michael H Kanter
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Kim N Danforth
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
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23
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Mefford MT, An J, Gupta N, Harrison TN, Jacobsen SJ, Lee MS, Muntner P, Nkonde-Price C, Qian L, Reynolds K. Rates of Acute Myocardial Infarction During the COVID-19 Pandemic. Perm J 2021; 25. [PMID: 35348103 DOI: 10.7812/tpp/21.074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/18/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND During the early phases of the COVID-19 pandemic pandemic, stay-at-home orders and fear of acquiring COVID-19 may have led to an avoidance of care for medical emergencies, including acute myocardial infarction (AMI). We evaluated whether a decline in rates of AMI occurred during the COVID-19 stay-at-home order. METHODS Rates of AMI per 100,000 member-weeks were calculated for Kaiser Permanente Southern California patients from January 1 to March 3, 2020 (prepandemic period) and from March 20 to July 31, 2020 (pandemic period), and during the same periods in 2019. Rate ratios (RRs) were calculated comparing the time periods using Poisson regression. Case fatality rates (CFRs) were also compared. RESULTS Rates of AMI were lower during the pandemic period of 2020 compared to the same period of 2019 [3.20 vs 3.76/100,000 member-weeks; RR, 0.85; 95% confidence interval (CI) 0.80-0.90]. There was no evidence that rates of AMI differed during the 2020 prepandemic period compared to the same period in 2019 (4.45 vs 4.24/100,000 member-weeks; RR, 0.95; 95% CI, 0.88-1.03). AMI rates were lower during the early pandemic period (March 20-May 7: RR, 0.70; 95% CI, 0.66-0.77), but not during the later pandemic period (May 8-July 31: RR, 0.95; 95% CI, 0.88-1.02) compared to 2019. In-hospital and 30-day case fatality rates were higher during the pandemic period of 2020 compared to 2019 (8.8% vs 6.1% and 6.5% vs 5.0%, respectively). CONCLUSION AMI rates were lower during the COVID-19 pandemic compared to the same period in 2019. During stay-at-home orders, public health campaigns that encourage people to seek care for medical emergencies are warranted.
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Affiliation(s)
- Matthew T Mefford
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Jaejin An
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Nigel Gupta
- Department of Cardiac Electrophysiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Steven J Jacobsen
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Ming-Sum Lee
- Department of Cardiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Paul Muntner
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Chileshe Nkonde-Price
- Department of Cardiology, Kaiser Permanente West Los Angeles Medical Center, Los Angeles, CA.,Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - Lei Qian
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA.,Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
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24
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Avula HR, Ambrosy AP, Silverberg MJ, Reynolds K, Towner WJ, Hechter RC, Horberg M, Vupputuri S, Leong TK, Leyden WA, Harrison TN, Lee KK, Sung SH, Go AS. Human immunodeficiency virus infection and risks of morbidity and death in adults with incident heart failure. Eur Heart J Open 2021; 1:oeab040. [PMID: 35919879 PMCID: PMC9242035 DOI: 10.1093/ehjopen/oeab040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 10/25/2021] [Indexed: 06/15/2023]
Abstract
AIMS Human immunodeficiency virus (HIV) increases the risk of heart failure (HF), but whether it influences subsequent morbidity and mortality remains unclear. METHODS AND RESULTS We investigated the risks of hospitalization for HF, HF-related emergency department (ED) visits, and all-cause death in an observational cohort of incident HF patients with and without HIV using data from three large US integrated healthcare delivery systems. We estimated incidence rates and adjusted hazard ratios (aHRs) by HIV status at the time of HF diagnosis for subsequent outcomes. We identified 448 persons living with HIV (PLWH) and 3429 without HIV who developed HF from a frequency-matched source cohort of 38 868 PLWH and 386 586 without HIV. Mean age was 59.5 ± 11.3 years with 9.8% women and 31.8% Black, 13.1% Hispanic, and 2.2% Asian/Pacific Islander. Compared with persons without HIV, PLWH had similar adjusted rates of HF hospitalization [aHR 1.01, 95% confidence interval (CI): 0.81-1.26] and of HF-related ED visits [aHR 1.22 (95% CI: 0.99-1.50)], but higher adjusted rates of all-cause death [aHR 1.31 (95% CI: 1.08-1.58)]. Adjusted rates of HF-related morbidity and all-cause death were directionally consistent across a wide range of CD4 counts but most pronounced in the subset with a baseline CD4 count <200 or 200-499 cells/μL. CONCLUSION In a large, diverse cohort of adults with incident HF receiving care within integrated healthcare delivery systems, PLWH were at an independently higher risk of all-cause death but not HF hospitalizations or HF-related ED visits. Future studies investigating modifiable HIV-specific risk factors may facilitate more personalized care to optimize outcomes for PLWH and HF.
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Affiliation(s)
- Harshith R Avula
- Department of Cardiology, Kaiser Permanente Walnut Creek Medical Center, Walnut Creek, CA 94596, USA
| | - Andrew P Ambrosy
- Department of Cardiology, Kaiser Permanente San Francisco Medical Center, San Francisco, CA 94115, USA
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - William J Towner
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
- Department of Infectious Disease, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA 90027, USA
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
| | - Rulin C Hechter
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
| | - Michael Horberg
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD 20852, USA
| | - Suma Vupputuri
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD 20852, USA
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Wendy A Leyden
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Keane K Lee
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
- Department of Cardiology, Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA 95051, USA
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
- Department of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, CA 94158, USA
- Department of Medicine, Stanford University, Palo Alto, CA 94304, USA
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Sanders M, Muntner P, Wei R, Shimbo D, Schwartz JE, Qian L, Cannavale KL, Harrison TN, Lustigova E, Sim JJ, Reynolds K. Abstract P117: Comparison Between Routine Clinical And Research Blood Pressure Measurements. Hypertension 2021. [DOI: 10.1161/hyp.78.suppl_1.p117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Prior studies have found a large difference between blood pressure (BP) when measured routinely in the clinic compared with research studies. We aimed to compare routine clinic BP to research-grade BP in a large, integrated health care system that has initiatives to standardize clinic BP measurements.
Methods:
We identified Kaiser Permanente Southern California members ≥ 65 years old diagnosed with hypertension and taking antihypertensive medication from the Ambulatory Blood Pressure in Older Adults (AMBROSIA) study. Research-grade BPs were obtained under standardized conditions by certified research staff using a semi-automatic oscillometric device, pre-programmed to take 3 measurements at 1-minute intervals. The average of the 3 BPs was used. The most recent (prior to study enrollment) routine clinic BP from an outpatient, non-urgent clinical care encounter, measured using a semi-automatic oscillometric device, was obtained via electronic health records. If there were multiple BP readings on the same day, the first reading was used. The mean difference between clinic BP and research-grade BP was tested using paired t-tests, while the Pearson correlation and a Bland-Altman analysis were used to assess level of agreement.
Results:
We included 309 participants (mean age 75 ± 6 years; 54% female; 49% non-Hispanic white, 17% non-Hispanic Black, 17% Hispanic, 15% Asian/Pacific Islander). When measured in routine clinic practice and in the research study, the mean (SD) systolic BP (SBP) was 135 (16) mm Hg and 132 (15) mm Hg, respectively, (mean difference = - 2.7 mm Hg; 95% CI -4.6 to -0.9; limits of agreement = -36 to 30 mm Hg) and the mean diastolic BP (DBP) was 70 (10) mm Hg and 69 (10) mm Hg, respectively (mean difference = - 0.9 mm Hg; 95% CI -2.1 to 0.3; limits of agreement = -22 to 20 mm Hg). Pearson correlation analysis showed modest correlations between the two types of BP measurements (SBP r=0.40, p<0.01; DBP r=0.45, p<0.01).
Conclusion:
The difference between clinic and research-grade BP was, on average, small, but differences at the individual level were often substantial.
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Affiliation(s)
- Mark Sanders
- Kaiser Permanente Bernard J. Tyson Sch of Medicine, Pasadena, CA
| | | | - Rong Wei
- Kaiser Permanente Southern California, Pasadena, CA
| | | | | | - Lei Qian
- Kaiser Permanente Southern California, Pasadena, CA
| | | | | | | | - John J Sim
- Kaiser Permanente Los Angeles, Los Angeles, CA
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An J, Mefford M, Ni L, Wei R, Zhou H, Harrison TN, Brettler J, Muntner P, Reynolds K. Abstract P108: Side Effects Of Initial Combination Versus Monotherapy For Patients With Hypertension. Hypertension 2021. [DOI: 10.1161/hyp.78.suppl_1.p108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Clinical guidelines recommend initiating combination antihypertensive therapy for many patients with hypertension. However, data on the risk of side effects are limited. We evaluated side effects associated with initiating combination therapy versus monotherapy among patients with hypertension from Kaiser Permanente Southern California between 2008-2014. Patient characteristics, antihypertensive medication use, and possible side effects were collected using electronic health records. We examined the association of initial combination therapy and incidence of side effects including acute kidney injury, hypotension, injurious fall, hyperkalemia, hypokalemia, hyponatremia, or hyperuricemia using multivariable Cox Proportional hazards models. Of 164,805 patients, 44% initiated combination therapy (34% angiotensin converting enzyme inhibitor (ACEI)-thiazide diuretics (TD); 10% other combinations) and 56% initiated monotherapy (22% ACEIs; 16% TD; 11% beta blockers (BB); 7% calcium channel blockers). Incidence rates of side effects were between 3.8 for hyperkalemia to 55.5 for hypokalemia per 1000 person-yrs during median follow-up of 0.27-0.45 yrs. Initiation of ACEI-TD combination therapy was associated with a lower risk of hyperkalemia than ACEI monotherapy and a lower risk of hypokalemia than TD monotherapy (
Table
). Initiation of ACEI-TD combination therapy was associated with a higher risk of hyponatremia, hyperuricemia, and hypotension, but not associated with injurious falls when compared with other monotherapy groups. Monitoring for side effects following initiation of antihypertensive medication with combination therapy may be useful.
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Affiliation(s)
- Jaejin An
- Kaiser Permanente Southern California, Pasadena, CA
| | | | - Liang Ni
- Kaiser Permanente Southern California, Pasadena, CA
| | - Rong Wei
- Kaiser Permanente So. California, Pasadena, CA
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An J, Zhou H, Wei R, Luong TQ, Gould MK, Mefford MT, Harrison TN, Creekmur B, Lee MS, Sim JJ, Brettler JW, Martin JP, Ong-Su AL, Reynolds K. COVID-19 morbidity and mortality associated with angiotensin-converting enzyme inhibitors or angiotensin receptor blockers use among 14,129 patients with hypertension from a US integrated healthcare system. Int J Cardiol Hypertens 2021; 9:100088. [PMID: 34155486 PMCID: PMC8204813 DOI: 10.1016/j.ijchy.2021.100088] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 05/07/2021] [Accepted: 05/14/2021] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE Although recent evidence suggests no increased risk of severe COVID-19 outcomes associated with angiotensin-converting enzyme inhibitors (ACEIs) or angiotensin receptor blockers (ARBs) use, the relationship is less clear among patients with hypertension and diverse racial/ethnic groups. This study evaluates the risk of hospitalization and mortality among patients with hypertension and COVID-19 in a large US integrated healthcare system. METHODS Patients with hypertension and COVID-19 (between March 1- September 1, 2020) on ACEIs or ARBs were compared with patients on other frequently used antihypertensive medications. RESULTS Among 14,129 patients with hypertension and COVID-19 infection (mean age 60 years, 48% men, 58% Hispanic), 21% were admitted to the hospital within 30 days of COVID-19 infection. Of the hospitalized patients, 24% were admitted to intensive care units, 17% required mechanical ventilation, and 10% died within 30 days of COVID-19 infection. Exposure to ACEIs or ARBs prior to COVID-19 infection was not associated with an increased risk of hospitalization or all-cause mortality (rate ratios for ACEIs vs other antihypertensive medications = 0.98, 95% CI: 0.88, 1.08; ARBs vs others = 1.00, 95% CI: 0.90, 1.11) after applying inverse probability of treatment weights. These associations were consistent across racial/ethnic groups. Use of ACEIs or ARBs during hospitalization was associated with a lower risk of all-cause mortality (odds ratios for ACEIs or ARBs vs others = 0.50, 95% CI: 0.34, 0.72). CONCLUSION Our study findings support continuation of ACEI or ARB use for patients with hypertension during the COVID-19 pandemic and after COVID-19 infection.
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Affiliation(s)
- Jaejin An
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Hui Zhou
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Rong Wei
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Tiffany Q. Luong
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Michael K. Gould
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Matthew T. Mefford
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Teresa N. Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Beth Creekmur
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Ming-Sum Lee
- Southern California Permanente Medical Group, Pasadena, CA, USA
| | - John J. Sim
- Southern California Permanente Medical Group, Pasadena, CA, USA
| | | | - John P. Martin
- Southern California Permanente Medical Group, Pasadena, CA, USA
| | | | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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Mefford MT, Liu R, Qian L, Harrison TN, Jacobsen SJ, An J, Lee M, Gupta N, Price CN, Muntner P, Reynolds K. Abstract MP41: Rates Of Acute Myocardial Infarction Around The Covid-19 Pandemic And Comparable Time Periods In 2019 In An Integrated Healthcare Delivery System. Circulation 2021. [DOI: 10.1161/circ.143.suppl_1.mp41] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Stay at home orders and fear of acquiring COVID-19 may have led to an avoidance of care for medical emergencies including acute myocardial infarction (AMI). We sought to examine rates of confirmed AMI cases between January 1-June 30, 2019 and 2020.
Methods:
We identified Kaiser Permanente Southern California members ≥ 18 years old with a hospitalization or emergency department visit for AMI, defined by ICD-10 primary diagnosis codes. Rates of AMI per 100,000 member-weeks were calculated for pre-pandemic and pandemic periods of January 1-March 3, 2020 and March 20-June 30, 2020, respectively, and in the same periods of 2019 overall and for ST-segment elevation myocardial infarction (STEMI) and non-ST-segment elevation myocardial infarction (NSTEMI), separately. March 4-19, 2020 was considered a washout period given the gradual rollout of stay-at-home orders. Rate ratios (RR) and 95% confidence intervals (CI) were calculated comparing pre-pandemic and pandemic periods of 2020 to 2019 using Poisson regression.
Results:
The mean age of patients presenting with AMI during the 2020 (n=3,029) and 2019 (n=3,518) periods was 69 years, and a majority of events occurred among men (62%) and whites (47%). Rates of AMI in the pre-pandemic period of 2020 and same period in 2019 were 4.23 and 4.45 per 100,000 member weeks, respectively. During the pandemic period of 2020 and the same period in 2019, rates were 3.04 and 3.85 per 100,000 member-weeks, respectively. (Figure) There was no evidence rates of AMI were different during the pre-pandemic period of 2020 compared to the same period in 2019 (RR 0.95, 95% CI 0.88, 1.03). In contrast, rates of AMI were lower during the pandemic period of 2020 compared to the same period of 2019 (RR 0.79, 95% CI 0.74, 0.85), and among NSTEMI (RR 0.80, 95% CI 0.74, 0.86) and STEMI (0.74, 95% CI 0.66, 0.84) cases.
Conclusion:
AMI rates were lower during the COVID-19 pandemic compared to the year prior. Public health messaging is important to ensure people seek care for medical emergencies.
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Affiliation(s)
| | - Ran Liu
- Kaiser Permanente Southern California, Pasadena, CA
| | - Lei Qian
- Kaiser Permanente Southern California, Pasadena, CA
| | | | | | - JaeJin An
- Kaiser Permanente Southern California, Pasadena, CA
| | - Mingsum Lee
- Southern California Permanente Med Group, Los Angeles, CA
| | - Nigel Gupta
- Southern California Permanente Med Group, Los Angeles, CA
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An J, Wei R, Zhou H, Luong TQ, Gould MK, Mefford MT, Harrison TN, Creekmur B, Lee M, Sim JJ, Brettler JW, Martin JP, Ong‐Su AL, Reynolds K. Angiotensin-Converting Enzyme Inhibitors or Angiotensin Receptor Blockers Use and COVID-19 Infection Among 824 650 Patients With Hypertension From a US Integrated Healthcare System. J Am Heart Assoc 2021; 10:e019669. [PMID: 33307964 PMCID: PMC7955437 DOI: 10.1161/jaha.120.019669] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background Previous reports suggest that the use of angiotensin-converting enzyme inhibitors (ACEIs) or angiotensin receptor blockers (ARBs) may upregulate angiotensin-converting enzyme 2 receptors and increase severe acute respiratory syndrome coronavirus 2 infectivity. We evaluated the association between ACEI or ARB use and coronavirus disease 2019 (COVID-19) infection among patients with hypertension. Methods and Results We identified patients with hypertension as of March 1, 2020 (index date) from Kaiser Permanente Southern California. Patients who received ACEIs, ARBs, calcium channel blockers, beta blockers, thiazide diuretics (TD), or no therapy were identified using outpatient pharmacy data covering the index date. Outcome of interest was a positive reverse transcription polymerase chain reaction test for COVID-19 between March 1 and May 6, 2020. Patient sociodemographic and clinical characteristics were identified within 1 year preindex date. Among 824 650 patients with hypertension, 16 898 (2.0%) were tested for COVID-19. Of those tested, 1794 (10.6%) had a positive result. Overall, exposure to ACEIs or ARBs was not statistically significantly associated with COVID-19 infection after propensity score adjustment (odds ratio [OR], 1.06; 95% CI, 0.90-1.25) for ACEIs versus calcium channel blockers/beta blockers/TD; OR, 1.10; 95% CI, 0.91-1.31 for ARBs versus calcium channel blockers/beta blockers/TD). The associations between ACEI use and COVID-19 infection varied in different age groups (P-interaction=0.03). ACEI use was associated with lower odds of COVID-19 among those aged ≥85 years (OR, 0.30; 95% CI, 0.12-0.77). Use of no antihypertensive medication was significantly associated with increased odds of COVID-19 infection compared with calcium channel blockers/beta blockers/TD (OR, 1.32; 95% CI, 1.11-1.56). Conclusions Neither ACEI nor ARB use was associated with increased likelihood of COVID-19 infection. Decreased odds of COVID-19 infection among adults ≥85 years using ACEIs warrants further investigation.
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Affiliation(s)
- Jaejin An
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA,Kaiser Permanente Bernard J. Tyson School of MedicinePasadenaCA
| | - Rong Wei
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Hui Zhou
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Tiffany Q. Luong
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Michael K. Gould
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA,Kaiser Permanente Bernard J. Tyson School of MedicinePasadenaCA
| | | | | | - Beth Creekmur
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Ming‐Sum Lee
- Southern California Permanente Medical GroupPasadenaCA
| | - John J. Sim
- Southern California Permanente Medical GroupPasadenaCA
| | | | | | | | - Kristi Reynolds
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA,Kaiser Permanente Bernard J. Tyson School of MedicinePasadenaCA
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An J, Nichols GA, Qian L, Munis MA, Harrison TN, Li Z, Wei R, Weiss T, Rajpathak S, Reynolds K. Prevalence and incidence of microvascular and macrovascular complications over 15 years among patients with incident type 2 diabetes. BMJ Open Diabetes Res Care 2021; 9:9/1/e001847. [PMID: 33397671 PMCID: PMC7783518 DOI: 10.1136/bmjdrc-2020-001847] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/06/2020] [Accepted: 11/29/2020] [Indexed: 01/13/2023] Open
Abstract
INTRODUCTION Type 2 diabetes (T2D) is a common condition that, if left untreated or poorly managed, can lead to adverse microvascular and macrovascular complications. We estimated the prevalence and incidence of microvascular and macrovascular complications among patients newly diagnosed with T2D within a US integrated healthcare system. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study among patients newly diagnosed with T2D between 2003 and 2014. We evaluated 13 complications, including chronic kidney disease (CKD), cardiovascular disease (CVD), and all-cause mortality through 2018. Multivariable Cox proportional hazards models were used to study factors associated with complications. RESULTS We identified 135 199 patients with incident T2D. The mean age was 58 years, and 48% were women. The prevalence of CKD was the highest of the complications at the time of T2D diagnosis (prevalence=12.3%, 95% CI 12.2% to 12.5%), while the prevalence of CVD was among the lowest at 3.3% (95% CI 3.2% to 3.3%). The median time to incidence of a T2D complication ranged from 3.0 to 5.2 years. High incidence rates (95% CI) of T2D complications included peripheral neuropathy (26.9, 95% CI 26.5 to 27.3 per 1000 person-years (PY)), CKD (21.2, 95% CI 20.9 to 21.6 per 1000 PY), and CVD (11.9, 95% CI 11.7 to 12.2 per 1000 PY). The trend of 5-year incidence rates of T2D complications by diagnosis year decreased over time (p value<0.001). Older age, non-Hispanic white race/ethnicity, sex, higher A1C, smoking, and hypertension were associated with increased CKD and CVD incidence. CONCLUSION Though incidence rates of T2D complications were lower in more recent years (2010-2014), a significant proportion of patients had complications at T2D diagnosis. Earlier preventive therapies as well as managing modifiable factors may help delay the development and progression of T2D complications.
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Affiliation(s)
- Jaejin An
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | - Gregory A Nichols
- Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon, USA
| | - Lei Qian
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Mercedes A Munis
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Teresa N Harrison
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Zhuoxin Li
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Rong Wei
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Tracey Weiss
- Center for Observational and Real World Evidence, Merck & Co., Inc, Kenilworth, New Jersey, USA
| | - Swapnil Rajpathak
- Center for Observational and Real World Evidence, Merck & Co., Inc, Kenilworth, New Jersey, USA
| | - Kristi Reynolds
- Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
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31
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Hall RK, Zhou H, Reynolds K, Harrison TN, Bowling CB. A Novel Approach to Developing a Discordance Index for Older Adults With Chronic Kidney Disease. J Gerontol A Biol Sci Med Sci 2020; 75:522-528. [PMID: 31644788 DOI: 10.1093/gerona/glz248] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Older adults with chronic kidney disease (CKD)-discordant conditions (comorbid conditions with treatment recommendations that potentially complicate CKD management) have higher risk of hospitalization and death. Our goal is to develop a CKD-Discordance Index using electronic health records to improve recognition of discordance. METHODS This retrospective cohort study included Kaiser Permanente Southern California patients aged ≥65 years and older with incident CKD (N = 30,932). To guide inclusion of conditions in the Index and weight each condition, we first developed a prediction model for 1-year hospitalization risk using Cox regression. Points were assigned proportional to regression coefficients derived from the model. Next, the CKD-Discordance Index was calculated as an individual's total points divided by the maximum possible discordance points. The association between CKD-Discordance Index and hospitalizations, emergency department visits, and mortality was accessed using multivariable-adjusted Cox regression model. RESULTS Overall, mean (SD) age was 77.9 (7.6) years, 55% of participants were female, 59.3% were white, and 32% (n = 9,869) had ≥1 hospitalization during 1 year of follow-up. The CKD-Discordance Index included the following variables: heart failure, gastroesophageal reflux disease/peptic ulcer disease, osteoarthritis, dementia, depression, cancer, chronic obstructive pulmonary disease/asthma, and having four or more prescribers. Compared to those with a CKD-Discordance Index of 0, adjusted hazard ratios (95% confidence interval) for hospitalization were 1.39 (1.27-1.51) and 1.81 (1.64-2.01) for those with a CKD-Discordance Index of 0.001-0.24 and ≥0.25, respectively (ptrend < .001). A graded pattern of risk was seen for emergency department visits and all-cause mortality. CONCLUSION A data-driven approach identified CKD-discordant indicators for a CKD-Discordance Index. Higher CKD-Discordance Index was associated with health care utilization and mortality.
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Affiliation(s)
- Rasheeda K Hall
- Durham Veterans Affairs Medical Center Healthcare System, Renal Section, Durham, NC.,Durham Veterans Affairs Healthcare System, Geriatric Research Education and Clinical Center, Durham VAMC, Durham, NC.,Division of Nephrology and, Durham, NC
| | - Hui Zhou
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - C Barrett Bowling
- Durham Veterans Affairs Healthcare System, Geriatric Research Education and Clinical Center, Durham VAMC, Durham, NC.,Division of Geriatric Medicine, Department of Medicine, Duke University, Durham, NC
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An J, Nichols GA, Qian L, Harrison TN, Li Z, Munis MA, Wei R, Weiss T, Rajpathak S, Reynolds K. Time in suboptimal glycemic control over 10 years for patients newly diagnosed with type 2 diabetes. J Diabetes Complications 2020; 34:107607. [PMID: 32499115 DOI: 10.1016/j.jdiacomp.2020.107607] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 04/18/2020] [Accepted: 04/18/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To estimate time in suboptimal glycemic control among patients with incident type 2 diabetes (T2D) over 10 years. METHODS We calculated percent of time in suboptimal glycemic control using three A1C thresholds (8%, 7.5%, 7%) following T2D diagnosis. Stratified analyses were conducted based on age and A1C levels at T2D diagnosis. RESULTS We identified 28,315 patients with incident T2D. Percent of time in suboptimal glycemic control increased with T2D duration. Mean percent time in suboptimal A1C control in the first 2 years following diagnosis was 30%, 34% and 40% for the 8%, 7.5%, and 7% thresholds, respectively. In the 6-10 years following T2D diagnosis, the percent time in suboptimal A1C control increased to 39%, 48% and 61%, for the 8%, 7.5%, and 7% thresholds, respectively. Time in suboptimal glycemic control was longer among younger patients aged 20-44 versus ≥65 years and those with higher A1C (>8%) versus lower A1C (<7%) at diagnosis. CONCLUSIONS Over 10 years following diagnosis, T2D patients spent one-third to over one-half of their time in suboptimal glycemic control. Reducing time spent above desired A1C targets could lower risk of microvascular and macrovascular complications.
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Affiliation(s)
- Jaejin An
- Kaiser Permanente Southern California, Pasadena, CA, USA.
| | | | - Lei Qian
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Zhuoxin Li
- Kaiser Permanente Southern California, Pasadena, CA, USA
| | | | - Rong Wei
- Kaiser Permanente Southern California, Pasadena, CA, USA
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Chi GC, Kanter MH, Li BH, Qian L, Reading SR, Harrison TN, Jacobsen SJ, Scott RD, Cavendish JJ, Lawrence JM, Tartof SY, Reynolds K. Trends in Acute Myocardial Infarction by Race and Ethnicity. J Am Heart Assoc 2020; 9:e013542. [PMID: 32114888 PMCID: PMC7335574 DOI: 10.1161/jaha.119.013542] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Background Trends in acute myocardial infarction (AMI) incidence rates for diverse races/ethnicities are largely unknown, presenting barriers to understanding the role of race/ethnicity in AMI occurrence. Methods and Results We identified AMI hospitalizations for Kaiser Permanente Southern California members, aged ≥35 years, during 2000 to 2014 using discharge diagnostic codes. We excluded hospitalizations with missing race/ethnicity information. We calculated annual incidence rates (age and sex standardized to the 2010 US census population) for AMI, ST‐segment–elevation myocardial infarction, and non–ST‐segment–elevation myocardial infarction by race/ethnicity (Hispanic and non‐Hispanic racial groups: Asian or Pacific Islander, black, and white). Using Poisson regression, we estimated annual percentage change in AMI, non–ST‐segment–elevation myocardial infarction, and ST‐segment–elevation myocardial infarction incidence by race/ethnicity and AMI incidence rate ratios between race/ethnicity pairs, adjusting for age and sex. We included 18 630 776 person‐years of observation and identified 44 142 AMI hospitalizations. During 2000 to 2014, declines in AMI, non–ST‐segment–elevation myocardial infarction, and ST‐segment–elevation myocardial infarction were 48.7%, 34.2%, and 69.8%, respectively. Age‐ and sex‐standardized AMI hospitalization rates/100 000 person‐years declined for Hispanics (from 307 to 162), Asians or Pacific Islanders (from 271 to 158), blacks (from 347 to 199), and whites (from 376 to 189). Annual percentage changes ranged from −2.99% to −4.75%, except for blacks, whose annual percentage change was −5.32% during 2000 to 2009 and −1.03% during 2010 to 2014. Conclusions During 2000 to 2014, AMI, non–ST‐segment–elevation myocardial infarction, and ST‐segment–elevation myocardial infarction hospitalization incidence rates declined substantially for each race/ethnic group. Despite narrowing rates among races/ethnicities, differences persist. Understanding these differences can help identify unmet needs in AMI prevention and management to guide targeted interventions.
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Affiliation(s)
- Gloria C Chi
- Epidemic Intelligence Service Division of Scientific Education and Professional Development Centers for Disease Control and Prevention Atlanta GA.,Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Michael H Kanter
- Southern California Permanente Medical Group Pasadena CA.,Department of Clinical Science Kaiser Permanente School of Medicine Pasadena CA
| | - Bonnie H Li
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Lei Qian
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Stephanie R Reading
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA.,Amgen Inc Thousand Oaks CA
| | - Teresa N Harrison
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Steven J Jacobsen
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | | | | | - Jean M Lawrence
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Sara Y Tartof
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Kristi Reynolds
- Department of Research and Evaluation Kaiser Permanente Southern California Pasadena CA
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Mefford MT, Li BH, Qian L, Reading SR, Harrison TN, Scott RD, Cavendish JJ, Jacobsen SJ, Kanter MH, Woodward M, Reynolds K. Sex-Specific Trends in Acute Myocardial Infarction Within an Integrated Healthcare Network, 2000 Through 2014. Circulation 2020; 141:509-519. [DOI: 10.1161/circulationaha.119.044738] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
In recent decades, the rates of incident acute myocardial infarction (AMI) have declined in the United States, yet disparities by sex remain. In an integrated healthcare delivery system, we examined temporal trends in incident AMI among women and men.
Methods:
We identified hospitalized AMI among members ≥35 years of age in Kaiser Permanente Southern California. The first hospitalization for AMI overall, and for ST-segment–elevation MI and non–ST-segment–elevation MI was identified by
International Classification of Diseases, Ninth Revision, Clinical Modification
primary discharge diagnosis codes in each calendar year from 2000 through 2014. Age- and sex-standardized incidence rates per 100 000 person-years were calculated by using direct adjustment to the 2010 US Census population. Average annual percent changes (AAPCs) and period percent changes were calculated, and trend tests were conducted using Poisson regression.
Results:
We identified 45 331 AMI hospitalizations between 2000 and 2014. Age- and sex-standardized incidence rates of AMI declined from 322.4 (95% CI, 311.0–333.9) in 2000 to 174.6 (95% CI, 168.2–181.0) in 2014, representing an AAPC of –4.4% (95% CI, –4.2 to –4.6) and a period percent change of –46.6%. The AAPC for AMI in women was –4.6% (95% CI, –4.1 to –5.2) between 2000 and 2009 and declined to –2.3% (95% CI, –1.2 to –3.4) between 2010 and 2014. The AAPC for AMI in men was stable over the study period (–4.7% [95% CI, –4.4 to –4.9]). The AAPC for ST-segment–elevation MI hospitalization overall was –8.3% (95% CI, –8.0% to –8.6%).The AAPC in ST-segment–elevation MI changed among women in 2009 (2000–2009: –10.2% [95% CI, –9.3 to –11.1] and in 2010–2014: –5.2% [95% CI, –3.1 to –7.3]) while remaining stable among men (–8.0% [95% CI, –7.6 to –8.4]). The AAPC for non–ST-segment–elevation MI hospitalization was smaller than for ST-segment–elevation MI among both women and men (–1.9% [95% CI, –1.5 to –2.3] and –2.8% [95% CI, –2.5 to –3.2], respectively).
Conclusions:
These results suggest that the incidence of hospitalized AMI declined between 2000 and 2014; however, declines in AMI have slowed among women in comparison with men in recent years. Determining unmet care needs among women may reduce these sex-based AMI disparities.
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Affiliation(s)
- Matthew T. Mefford
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
| | - Bonnie H. Li
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
| | - Lei Qian
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
| | - Stephanie R. Reading
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
- Center for Observational Research, Amgen, Inc, Thousand Oaks, CA (S.R.R.)
| | - Teresa N. Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
| | - Ronald D. Scott
- Southern California Permanente Medical Group, West Los Angeles (R.D.S.)
| | - Jeffrey J. Cavendish
- Southern California Permanente Medical Group, San Diego Medical Center, San Diego (J.J.C.)
| | - Steven J. Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
- Department of Health Systems Science (S.J.J., K.R.), Kaiser Permanente School of Medicine, Pasadena, CA
| | - Michael H. Kanter
- Department of Clinical Science (M.H.K.), Kaiser Permanente School of Medicine, Pasadena, CA
| | - Mark Woodward
- The George Institute for Global Health, University of New South Wales, Sydney, Australia (M.W.)
- The George Institute for Global Health, University of Oxford, United Kingdom (M.W.)
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD (M.W.)
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena (M.T.M., B.H.L., L.Q., S.R.R., T.N.H., S.J.J., K.R.)
- Department of Health Systems Science (S.J.J., K.R.), Kaiser Permanente School of Medicine, Pasadena, CA
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Sun AZ, Shu YH, Harrison TN, Hever A, Jacobsen SJ, O'Shaughnessy MM, Sim JJ. Identifying Patients with Rare Disease Using Electronic Health Record Data: The Kaiser Permanente Southern California Membranous Nephropathy Cohort. Perm J 2020; 24:19.126. [PMID: 32069207 DOI: 10.7812/tpp/19.126] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
INTRODUCTION Developing a reliable means to identify and study real-world populations of patients with membranous nephropathy (MN) using electronic health records (EHRs) would help advance glomerular disease research. Identifying MN cases using EHRs is limited by the need for manual reviews of biopsy reports. OBJECTIVE To evaluate the accuracy of identifying patients with biopsy-proven MN using the EHR in a large, diverse population of an integrated health system. METHODS A retrospective cohort study was performed between June 28, 1999, and June 25, 2015, among patients with kidney biopsy results (N = 4723), which were manually reviewed and designated as MN or non-MN. The sensitivity, specificity, and positive predictive value (PPV) of International Classification of Diseases, Ninth Revision (ICD-9) diagnosis codes were determined using 2 approaches: 1) clinical (MN-specific codes 581.1, 582.1, or 583.1) and 2) agnostic/data-derived (codes selected from supervised learning at the highest predictive performance). RESULTS One year after biopsy, the sensitivity and specificity of an MN diagnosis were 86% and 76%, respectively, but the PPV was 26%. The data-driven approach detected that using only 2 codes (581.1 or 583.1) improved specificity to 94% and PPV to 58%, with a small decrease in sensitivity to 83%. When any code was reported at least 3 times, specificity was 98%; PPV, 78%; and sensitivity, 64%. DISCUSSION Our findings suggest that ICD-9 diagnosis codes might be a convenient tool to identify patients with MN using EHR and/or administrative claims information. Codes selected from supervised learning achieved better overall performance, suggesting the potential of developing data-driven methods.
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Affiliation(s)
- Amy Z Sun
- Division of Nephrology and Hypertension, Los Angeles Medical Center, CA
| | - Yu-Hsiang Shu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Aviv Hever
- Department of Renal Pathology, Los Angeles Medical Center, CA
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | | | - John J Sim
- Division of Nephrology and Hypertension, Los Angeles Medical Center, CA
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Bulkley JE, O'Keeffe-Rosetti M, Wendel CS, Davis JV, Danforth KN, Harrison TN, Kwan ML, Munneke J, Brooks N, Grant M, Leo MC, Banegas M, Weinmann S, McMullen CK. The effect of multiple recruitment contacts on response rates and patterns of missing data in a survey of bladder cancer survivors 6 months after cystectomy. Qual Life Res 2019; 29:879-889. [PMID: 31811594 DOI: 10.1007/s11136-019-02379-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/27/2019] [Indexed: 10/25/2022]
Abstract
PURPOSE The Bladder Cancer Quality of Life Study collected detailed and sensitive patient-reported outcomes from bladder cancer survivors in the period after bladder removal surgery, when participation in survey research may present a burden. This paper describes the study recruitment methods and examines the response rates and patterns of missing data. METHODS Detailed surveys focusing on quality of life, healthcare decision-making, and healthcare expenses were mailed to patients 5-7 months after cystectomy. We conducted up to 10 follow-up recruitment calls. We analyzed survey completion rates following each contact in relation to demographic and clinical characteristics, and patterns of missing data across survey content areas. RESULTS The overall response rate was 71% (n = 269/379). This was consistent across patient clinical characteristics; response rates were significantly higher among patients over age 70 and significantly lower among racial and ethnic minority patients compared to non-Hispanic white patients. Each follow-up contact resulted in marginal survey completion rates of at least 10%. Rates of missing data were low across most content areas, even for potentially sensitive questions. Rates of missing data differed significantly by sex, age, and race/ethnicity. CONCLUSIONS Despite the effort required to participate in research, this population of cancer survivors showed willingness to share detailed information about quality of life, health care decision-making, and expenses, soon after major cancer surgery. Additional contacts were effective at increasing participation. Response patterns differed by race/ethnicity and other demographic factors. Our data collection methods show that it is feasible to gather detailed patient-reported outcomes during this challenging period.
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Affiliation(s)
- Joanna E Bulkley
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA.
| | - Maureen O'Keeffe-Rosetti
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | | | - James V Davis
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | - Kim N Danforth
- Kaiser Permanente Department of Research and Evaluation, Pasadena, CA, USA
| | - Teresa N Harrison
- Kaiser Permanente Department of Research and Evaluation, Pasadena, CA, USA
| | - Marilyn L Kwan
- Kaiser Permanente Division of Research, Oakland, CA, USA
| | - Julie Munneke
- Kaiser Permanente Division of Research, Oakland, CA, USA
| | - Neon Brooks
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | - Marcia Grant
- City of Hope/Beckman Research Institute, Duarte, CA, USA
| | - Michael C Leo
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | - Matthew Banegas
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | - Sheila Weinmann
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
| | - Carmit K McMullen
- Kaiser Permanente Center for Health Research, 3800 North Interstate Avenue, Portland, OR, 97227-1110, USA
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Danforth KN, Hahn EE, Slezak JM, Chen LH, Li BH, Munoz-Plaza CE, Luong TQ, Harrison TN, Mittman BS, Sim JJ, Singh H, Kanter MH. Follow-up of Abnormal Estimated GFR Results Within a Large Integrated Health Care Delivery System: A Mixed-Methods Study. Am J Kidney Dis 2019; 74:589-600. [DOI: 10.1053/j.ajkd.2019.05.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 05/05/2019] [Indexed: 11/11/2022]
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38
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Go AS, Reynolds K, Yang J, Gupta N, Lenane J, Sung SH, Harrison TN, Liu TI, Solomon MD. Association of Burden of Atrial Fibrillation With Risk of Ischemic Stroke in Adults With Paroxysmal Atrial Fibrillation: The KP-RHYTHM Study. JAMA Cardiol 2019; 3:601-608. [PMID: 29799942 DOI: 10.1001/jamacardio.2018.1176] [Citation(s) in RCA: 165] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Importance Atrial fibrillation is a potent risk factor for stroke, but whether the burden of atrial fibrillation in patients with paroxysmal atrial fibrillation independently influences the risk of thromboembolism remains controversial. Objective To determine if the burden of atrial fibrillation characterized using noninvasive, continuous ambulatory monitoring is associated with the risk of ischemic stroke or arterial thromboembolism in adults with paroxysmal atrial fibrillation. Design, Setting, and Participants This retrospective cohort study conducted from October 2011 and October 2016 at 2 large integrated health care delivery systems used an extended continuous cardiac monitoring system to identify adults who were found to have paroxysmal atrial fibrillation on 14-day continuous ambulatory electrocardiographic monitoring. Exposures The burden of atrial fibrillation was defined as the percentage of analyzable wear time in atrial fibrillation or flutter during the up to 14-day monitoring period. Main Outcomes and Measures Ischemic stroke and other arterial thromboembolic events occurring while patients were not taking anticoagulation were identified through November 2016 using electronic medical records and were validated by manual review. We evaluated the association of the burden of atrial fibrillation with thromboembolism while not taking anticoagulation after adjusting for the Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA) or CHA2DS2-VASc stroke risk scores. Results Among 1965 adults with paroxysmal atrial fibrillation, the mean (SD) age was 69 (11.8) years, 880 (45%) were women, 496 (25%) were persons of color, the median ATRIA stroke risk score was 4 (interquartile range [IQR], 2-7), and the median CHA2DS2-VASc score was 3 (IQR, 1-4). The median burden of atrial fibrillation was 4.4% (IQR ,1.1%-17.23%). Patients with a higher burden of atrial fibrillation were less likely to be women or of Hispanic ethnicity, but had more prior cardioversion attempts compared with those who had a lower burden. After adjusting for either ATRIA or CHA2DS2-VASc stroke risk scores, the highest tertile of atrial fibrillation burden (≥11.4%) was associated with a more than 3-fold higher adjusted rate of thromboembolism while not taking anticoagulants (adjusted hazard ratios, 3.13 [95% CI, 1.50-6.56] and 3.16 [95% CI, 1.51-6.62], respectively) compared with the combined lower 2 tertiles of atrial fibrillation burden. Results were consistent across demographic and clinical subgroups. Conclusions and Relevance A greater burden of atrial fibrillation is associated with a higher risk of ischemic stroke independent of known stroke risk factors in adults with paroxysmal atrial fibrillation.
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Affiliation(s)
- Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland.,Departments of Epidemiology, Biostatistics and Medicine, University of California-San Francisco, San Francisco.,Department of Health Research and Policy, Stanford University School of Medicine, Stanford, California
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Jingrong Yang
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Nigel Gupta
- Department of Cardiac Electrophysiology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, California
| | | | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Taylor I Liu
- Department of Cardiac Electrophysiology, Kaiser Permanente Santa Clara Medical Center, Santa Clara, California
| | - Matthew D Solomon
- Division of Research, Kaiser Permanente Northern California, Oakland.,Department of Cardiology, Kaiser Permanente Oakland Medical Center, Oakland, California
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Reynolds K, Mues KE, Harrison TN, Qian L, Chen S, Hsu JWY, Philip KJ, Monda KL, Reading SR, Brar SS. Trends in statin utilization among adults with severe peripheral artery disease including critical limb ischemia in an integrated healthcare delivery system. Vasc Med 2019; 25:3-12. [PMID: 31512991 DOI: 10.1177/1358863x19871100] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Evidence suggests that statin therapy in patients with peripheral artery disease (PAD) is beneficial yet use remains suboptimal. We examined trends in statin use, intensity, and discontinuation among adults aged ⩾ 40 years with incident severe PAD and a subset with critical limb ischemia (CLI) between 2002 and 2015 within an integrated healthcare delivery system. Discontinuation of statin therapy was defined as the first 90-day gap in treatment within 1 year following PAD diagnosis. We identified 11,059 patients with incident severe PAD: 31.1% (n = 3442) with CLI and 68.9% (n = 7617) without CLI. Mean (SD) age was 68.6 (11.3) years, 60.5% were male, 54.2% white, 23.2% Hispanic, and 16.2% black. Statin use in the year before diagnosis increased from 50.4% in 2002 to 66.0% in 2015 (CLI: 43.7% to 68.0%; without CLI: 53.1% to 64.2%, respectively). The proportion of patients on high-intensity statins increased from 7.3% in 2002 to 41.9% in 2015 (CLI: 7.2% to 39.4%; without CLI: 7.4% to 44.2%, respectively). Of the 40.5% (n = 4481) who were not on a statin in the year before diagnosis, 13.5% (n = 607) newly initiated therapy within 1 month (CLI: 10.1% (n = 150); without CLI: 15.3% (n = 457)). Following diagnosis, 12.5% (n = 660) discontinued statin therapy within 1 year (CLI: 15.5% (n = 202); without CLI: 11.5% (n = 458)). Although use of statins increased from 2002 to 2015, a substantial proportion of the overall PAD and CLI subpopulation remained untreated with statins, representing a significant treatment gap in a population at high risk for cardiovascular events and adverse limb outcomes.
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Affiliation(s)
- Kristi Reynolds
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | | | - Teresa N Harrison
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Lei Qian
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Songyue Chen
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Jin-Wen Y Hsu
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | | | | | - Stephanie R Reading
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA.,Amgen Inc., Thousand Oaks, CA, USA
| | - Somjot S Brar
- Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA, USA
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Reading SR, Black MH, Singer DE, Go AS, Fang MC, Udaltsova N, Harrison TN, Wei RX, Liu ILA, Reynolds K. Risk factors for medication non-adherence among atrial fibrillation patients. BMC Cardiovasc Disord 2019; 19:38. [PMID: 30744554 PMCID: PMC6371431 DOI: 10.1186/s12872-019-1019-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 02/04/2019] [Indexed: 12/16/2022] Open
Abstract
Background Atrial fibrillation (AF) patients are routinely prescribed medications to prevent and treat complications, including those from common co-occurring comorbidities. However, adherence to such medications may be suboptimal. Therefore, we sought to identify risk factors for general medication non-adherence in a population of patients with atrial fibrillation. Methods Data were collected from a large, ethnically-diverse cohort of Kaiser Permanente Northern and Southern California adult members with incident diagnosed AF between January 1, 2006 and June 30, 2009. Self-reported questionnaires were completed between May 1, 2010 and September 30, 2010, assessing patient socio-demographics, health behaviors, health status, medical history and medication adherence. Medication adherence was assessed using a previously validated 3-item questionnaire. Medication non-adherence was defined as either taking medication(s) as the doctor prescribed 75% of the time or less, or forgetting or choosing to skip one or more medication(s) once per week or more. Electronic health records were used to obtain additional data on medical history. Multivariable logistic regression analyses examined the associations between patient characteristics and self-reported general medication adherence among patients with complete questionnaire data. Results Among 12,159 patients with complete questionnaire data, 6.3% (n = 771) reported medication non-adherence. Minority race/ethnicity versus non-Hispanic white, not married/with partner versus married/with partner, physical inactivity versus physically active, alcohol use versus no alcohol use, any days of self-reported poor physical health, mental health and/or sleep quality in the past 30 days versus 0 days, memory decline versus no memory decline, inadequate versus adequate health literacy, low-dose aspirin use versus no low-dose aspirin use, and diabetes mellitus were associated with higher adjusted odds of non-adherence, whereas, ages 65–84 years versus < 65 years of age, a Charlson Comorbidity Index score ≥ 3 versus 0, and hypertension were associated with lower adjusted odds of non-adherence. Conclusions Several potentially preventable and/or modifiable risk factors related to medication non-adherence and a few non-modifiable risk factors were identified. These risk factors should be considered when assessing medication adherence among patients diagnosed with AF.
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Affiliation(s)
- Stephanie R Reading
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA
| | - Mary Helen Black
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA
| | - Daniel E Singer
- Department of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA.,Departments of Epidemiology, Biostatistics and Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Margaret C Fang
- Division of Hospital Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Natalia Udaltsova
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA
| | - Rong X Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA
| | - In-Lu Amy Liu
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles Ave., 2nd floor, Pasadena, CA, 91101, USA.
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Harrison TN, Hsu JWY, Rosenson RS, Levitan EB, Muntner P, Cheetham TC, Wei R, Scott RD, Reynolds K. Unmet Patient Need in Statin Intolerance: the Clinical Characteristics and Management. Cardiovasc Drugs Ther 2019; 32:29-36. [PMID: 29417422 DOI: 10.1007/s10557-018-6775-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
PURPOSE A substantial percentage of patients report intolerance or side effects of statin treatment leading to treatment changes or discontinuation. The purpose of this study was to examine statin therapy changes and subsequent effects on low-density lipoprotein cholesterol (LDL-C) among patients with statin intolerance (SI). METHODS We identified 45,037 adults from Kaiser Permanente Southern California with SI documented between 2006 and 2012. Changes in statin therapy in the year before and after the SI index date were examined. We categorized patients into those who initiated statin therapy, discontinued, up-titrated, down-titrated, or did not switch therapy. We calculated the percentage change in LDL-C from the year before to the year after SI, and the percentage of patients attaining LDL-C < 100 and < 70 mg/dL. RESULTS In the year prior to the SI date, 77.8% of patients filled a statin prescription. Following SI, 44.6% had no treatment change, 25.5% discontinued, and 30.0% altered their statin therapy. Of those who altered statin therapy, 52.6% down-titrated and 17.2% up-titrated their dose. Rhabdomyolysis was documented in < 1% of the cohort. The largest changes in LDL-C were experienced by patients who were on a high-intensity statin then discontinued treatment (35.6% increase) and those who initiated a high-intensity statin (25.5% decrease). The proportion of patients achieving LDL-C < 100 mg/dL and LDL-C < 70 mg/dL was the lowest among those who discontinued therapy. CONCLUSIONS Although adjustments to the statin dosage may be appropriate upon documentation of SI, many of these patients will have high LDL-C. Strategies for LDL-C reduction in patients with SI may be necessary.
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Affiliation(s)
- Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, 2nd Floor, Pasadena, CA, 91101, USA
| | - Jin-Wen Y Hsu
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, 2nd Floor, Pasadena, CA, 91101, USA
| | - Robert S Rosenson
- Icahn School of Medicine at Mount Sinai, Mount Sinai Heart, New York, NY, USA
| | - Emily B Levitan
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Paul Muntner
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Rong Wei
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, 2nd Floor, Pasadena, CA, 91101, USA
| | - Ronald D Scott
- West Los Angeles Medical Center, Kaiser Permanente Southern California, Los Angeles, CA, USA
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, 2nd Floor, Pasadena, CA, 91101, USA.
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Grant DSL, Scott RD, Harrison TN, Cheetham TC, Chang SC, Hsu JWY, Wei R, Boklage SH, Romo-LeTourneau V, Reynolds K. Trends in Lipid Screening Among Adults in an Integrated Health Care Delivery System, 2009-2015. J Manag Care Spec Pharm 2018; 24:1090-1101. [PMID: 30063170 PMCID: PMC10397736 DOI: 10.18553/jmcp.2018.18100] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Lipid screening determines eligibility for statins and other cardiovascular risk reduction interventions. OBJECTIVE To examine trends in lipid screening among adults aged ≥20 years in a large, multiethnic, integrated health care delivery system in southern California. METHODS Temporal trends in lipid screening were examined from 2009 to 2015 with an index date of September 30 of each year. Lipid screening was defined as the proportion of eligible members each year who (a) had ever been screened among those aged 20-39 years and (b) had been screened in the previous 6 years for those aged ≥ 40 years. Trends were analyzed by age, gender, and the presence of atherosclerotic cardiovascular disease (ASCVD) or diabetes without ASCVD status. RESULTS More than 2 million individuals were included each year: 5%-6% had ASCVD (includes those with diabetes), 7%-8% had diabetes without ASCVD, and 87% had neither condition. Among the entire population, lipid screening increased from 79.8% in 2009 to 82.6% in 2015 (P < 0.0001). Among those with ASCVD or diabetes, lipid screening was 99% across all years. Among those without ASCVD or DM, screening increased from 76.9% in 2009 to 80.0% in 2015 (P < 0.0001), with higher screening among women compared with men and lower screening among individuals younger than 55 years. CONCLUSIONS Consistently high rates of lipid screening were observed among individuals with ASCVD or diabetes. In individuals without these conditions, screening increased over time. However, there is room to further increase screening rates in adults younger than 55 years. DISCLOSURES This manuscript and research work was supported by a contractual agreement between the Southern California Permanente Medical Group and Regeneron Pharmaceuticals and Sanofi U.S. Researchers from Regeneron and Sanofi collaborated on the study design, interpretation of data, and writing of the manuscript. Ling Grant, Harrison, Chang, Hsu, Cheetham, Wei, and Reynolds are employed by Kaiser Permanente Southern California. Scott is employed by Southern California Permanente Medical Group. Boklage is employed by Regeneron, and Romo-LeTourneau is employed by Sanofi. Preliminary results from this study were presented at the American Heart Association Scientific Sessions; November 12-16, 2016; New Orleans, LA.
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Affiliation(s)
- Deborah S Ling Grant
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
| | - Ronald D Scott
- 2 Southern California Permanente Medical Group, Los Angeles
| | - Teresa N Harrison
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
| | - T Craig Cheetham
- 3 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, and Western University College of Pharmacy, Pomona, California
| | - Shen-Chih Chang
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
| | - Jin-Wen Y Hsu
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
| | - Rong Wei
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
| | | | | | - Kristi Reynolds
- 1 Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena
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Safavy S, Kilday PS, Slezak JM, Abdelsayed GA, Harrison TN, Jacobsen SJ, Chien GW. Effect of a Smoking Cessation Program on Sexual Function Recovery Following Robotic Prostatectomy at Kaiser Permanente Southern California. Perm J 2018; 21:16-138. [PMID: 28488986 DOI: 10.7812/tpp/16-138] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The association between cigarette smoking and erectile dysfunction has been well established. Studies demonstrate improvements in erectile rigidity and tumescence as a result of smoking cessation. Radical prostatectomy is also associated with worsening of erectile function secondary to damage to the neurovascular bundles. To our knowledge, no previous studies have examined the relationship between smoking cessation after prostate cancer diagnosis and its effect on sexual function following robotic prostatectomy. We sought to demonstrate the utility of a smoking cessation program among patients with prostate cancer who planned to undergo robotic prostatectomy at Kaiser Permanente Southern California. METHODS All patients who underwent robotic prostatectomy between March 2011 and April 2013 with known smoking status were included, and were followed-up through November 2014. All smokers were offered the smoking cessation program, which included wellness coaching, tobacco cessation classes, and pharmacotherapy. Patients completed the Expanded Prostate Cancer Index Composite-26 (EPIC-26) health-related quality-of-life (HR-QOL) survey at baseline and postoperatively at 1, 3, 6, 12, 18, and 24 months. There were 2 groups based on smoking status: Continued smoking vs quitting group. Patient's age, Charlson Comorbidity Score, body mass index, educational level, median household income, family history of prostate cancer, race/ethnicity, language, nerve-sparing status, and preoperative/postoperative clinicopathology and EPIC-26 HR-QOL scores were examined. A linear regression model was used to predict sexual function recovery. RESULTS A total of 139 patients identified as smokers underwent the smoking cessation program and completed the EPIC-26 surveys. Fifty-six patients quit smoking, whereas 83 remained smokers at last follow-up. All demographics and clinicopathology were matched between the 2 cohorts. Smoking cessation, along with bilateral nerve-sparing status, were the only 2 modifiable factors associated with improved sexual function after prostatectomy (6.57 points, p = 0.0226 and 8.97 points, p = 0.0485, respectively). CONCLUSION In the setting of robotic prostatectomy, perioperative smoking cessation is associated with a significant improvement in long-term sexual functional outcome when other factors are adjusted.
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Affiliation(s)
- Seena Safavy
- Urologist at the Los Angeles Medical Center in CA.
| | | | - Jeff M Slezak
- Research Manager in Biostatistics for the Southern California Permanente Medical Group in Pasadena.
| | | | - Teresa N Harrison
- Research Manager in Biostatistics for the Southern California Permanente Medical Group in Pasadena.
| | - Steven J Jacobsen
- Director of Research in the Department of Research and Evaluation for Kaiser Permanente Southern California in Pasadena.
| | - Gary W Chien
- Director of the Urology Residency Program at the Los Angeles Medical Center in CA.
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Sim JJ, Bhandari SK, Batech M, Hever A, Harrison TN, Shu YH, Kujubu DA, Jonelis TY, Kanter MH, Jacobsen SJ. End-Stage Renal Disease and Mortality Outcomes Across Different Glomerulonephropathies in a Large Diverse US Population. Mayo Clin Proc 2018; 93:167-178. [PMID: 29395351 DOI: 10.1016/j.mayocp.2017.10.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 10/11/2017] [Accepted: 10/16/2017] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To compare renal function decline, incident end-stage renal disease (ESRD), and mortality among patients with 5 common glomerular diseases in a large diverse population. PATIENTS AND METHODS A retrospective cohort study (between January 1, 2000, and December 31, 2011) of patients with glomerulonephropathy using the electronic health record of an integrated health system was performed. Estimated glomerular filtration rate (eGFR) change, incident ESRD, and mortality were compared among patients with biopsy-proven focal segmental glomerulosclerosis (FSGS), membranous glomerulonephritis (MN), minimal change disease (MCD), immunoglobulin A nephropathy (IgAN), and lupus nephritis (LN). Competing risk models were used to estimate hazard ratios for different glomerulonephropathies for incident ESRD, with mortality as a competing outcome after adjusting for potential confounders. RESULTS Of the 2350 patients with glomerulonephropathy (208 patients [9%] younger than 18 years) with a mean follow-up of 4.5±3.6 years, 497 (21%) progressed to ESRD and 195 (8%) died before ESRD. The median eGFR decline was 1.0 mL/min per 1.73 m2 per year but varied across different glomerulonephropathies (P<.001). The highest ESRD incidence (per 100 person-years) was observed in FSGS 8.72 (95% CI, 3.93-16.72) followed by IgAN (4.54; 95% CI, 1.37-11.02), LN (2.38; 95% CI, 0.37-7.82), MN (2.15; 95% CI, 0.29-7.46), and MCD (1.67; 95% CI, 0.15-6.69). Compared with MCD, hazard ratios (95% CIs) for incident ESRD were 3.43 (2.32-5.08) and 2.35 (1.46-3.81), 1.28 (0.79-2.07), and 1.02 (0.62-1.68) for FSGS, IgAN, LN, and MN, respectively. No significant association between glomerulonephropathy types and mortality was detected (P=.24). CONCLUSION Our findings from a real-world clinical environment revealed significant differences in eGFR decline and ESRD risk among patients with 5 glomerulonephropathies. These variations in presentation and outcomes warrant different management strategies and expectations.
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Affiliation(s)
- John J Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA.
| | - Simran K Bhandari
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Michael Batech
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Aviv Hever
- Department of Renal Pathology, Kaiser Permanente Southern California, Pasadena, CA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Yu-Hsiang Shu
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Dean A Kujubu
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Tracy Y Jonelis
- Division of Nephrology and Hypertension, Kaiser Permanente San Francisco Medical Center, San Francisco, CA
| | - Michael H Kanter
- Regional Quality and Clinical Analysis, Southern California Permanente Medical Group, Kaiser Permanente Southern California, Pasadena, CA
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
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Reading SR, Porter KR, Slezak JM, Harrison TN, Gelfond JS, Chien GW, Jacobsen SJ. Racial and Ethnic Variation in Health-Related Quality of Life Scores Prior to Prostate Cancer Treatment. Sex Med 2017; 5:e219-e228. [PMID: 28827045 PMCID: PMC5693455 DOI: 10.1016/j.esxm.2017.07.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 06/23/2017] [Accepted: 07/10/2017] [Indexed: 11/24/2022] Open
Abstract
Introduction Many men diagnosed with prostate cancer are concerned with how the disease and its course of treatment could affect their health-related quality of life (HRQOL). To aid in the decision-making process on a course of treatment and to better understand how these treatments can affect HRQOL, knowledge of pretreatment HRQOL is essential. Aims To assess the racial and ethnic variations in HRQOL scores in men newly diagnosed with prostate cancer before electing a course of treatment. Methods Male members of the Kaiser Permanente of Southern California health plan who were newly diagnosed with prostate cancer completed the five-domain specific Expanded Prostate Index Composite–26 (EPIC-26) HRQOL questionnaire from March 1, 2011 through August 31, 2013 (N = 2,579). Domain scores were compared across racial and ethnic subgroups and multiple logistic regression analyses were used to assess the association after adjusting for sociodemographic and clinical characteristics. Main Outcome Measures The five EPIC-26 domain scores (sexual, bowel, hormonal, urinary incontinence, and urinary irritation and obstruction). Results Results from the fully adjusted analyses indicated that non-Hispanic black men were more likely to be above the sample median on the sexual (odds ratio [OR] = 1.43, 95% CI = 1.09–1.88), hormonal (OR = 1.35, 95% CI = 1.03–1.77), and urinary irritation and obstruction (OR = 1.34, 95% CI = 1.03–1.74) domains compared with non-Hispanic white men. The Asian or Pacific Islander men were less likely to be above the sample median on the sexual domain (OR = 0.60, 95% CI = 0.44–0.83) compared with non-Hispanic white men. No additional statistically significant differences were identified. Conclusions Within an integrated health care organization, we found minimal racial and ethnic differences, aside from sexual function, in pretreatment HRQOL in men newly diagnosed with prostate cancer. These findings provide important insight with which to interpret HRQOL changes in men newly diagnosed with prostate cancer during and after prostate cancer treatment. Reading SR, Porter KR, Slezak JM, et al. Racial and Ethnic Variation in Health-Related Quality of Life Scores Prior to Prostate Cancer Treatment. Sex Med 2017;5:e219–e228.
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Affiliation(s)
- Stephanie R Reading
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Kimberly R Porter
- Division of Chronic Disease and Injury Prevention, Department of Public Health Los Angeles County, Los Angeles, CA, USA
| | - Jeffrey M Slezak
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Teresa N Harrison
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Joy S Gelfond
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Gary W Chien
- Department of Urology, Kaiser Permanente Southern California, Los Angeles, CA, USA
| | - Steven J Jacobsen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
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Chien GW, Slezak JM, Harrison TN, Jung H, Gelfond JS, Zheng C, Wu E, Contreras R, Loo RK, Jacobsen SJ. Health-related quality of life outcomes from a contemporary prostate cancer registry in a large diverse population. BJU Int 2017; 120:520-529. [DOI: 10.1111/bju.13843] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Gary W. Chien
- Department of Urology; Kaiser Permanente Los Angeles Medical Center; Los Angeles CA USA
| | - Jeff M. Slezak
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Teresa N. Harrison
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Howard Jung
- Department of Urology; Kaiser Permanente; Honolulu HI USA
| | - Joy S. Gelfond
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Chengyi Zheng
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Edward Wu
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Richard Contreras
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
| | - Ronald K. Loo
- Department of Urology; Kaiser Permanente Downey Medical Center; Downey CA USA
| | - Steven J. Jacobsen
- Department of Research and Evaluation; Kaiser Permanente Southern California; Pasadena CA USA
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Reading SR, Reynolds K, Li BH, Qian LX, Ryan DS, Harrison TN, Scott RD, Cavendish JJ, Jacobsen SJ, Kanter MH. Abstract 061: Sex-specific Trends in Acute Myocardial Infarction Hospitalization, 2000 to 2014. Circ Cardiovasc Qual Outcomes 2017. [DOI: 10.1161/circoutcomes.10.suppl_3.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives:
Age and sex-specific differences exist in acute myocardial infarction (AMI) prevalence, morbidity and mortality. Thus, within a diverse integrated health care delivery system of over 4 million members, we examined how sex-specific temporal trends in AMI incidence may have contributed to these differences and reflect evolving changes in AMI prevention efforts.
Methods:
We identified all Kaiser Permanente Southern California members (aged ≥35 years) with a primary ICD-9-CM hospital discharge diagnosis of AMI between January 1, 2000 and December 31, 2014. Incident AMI hospitalization was defined as the first event documented in the electronic health record between 2000 and 2014, with no prior AMI hospitalization. Incident ST-elevation myocardial infarction (STEMI) and non-ST-elevation myocardial infarction (NSTEMI) were identified similarly. Age-standardized (using U.S. 2010 Census data) and age-specific incidence rates by sex were calculated separately for AMI, STEMI and NSTEMI events for each calendar year. Average annual percent change and 95% confidence intervals (CIs) were estimated using log-linear Poisson models.
Results:
A total of 45,331 AMI, 16,524 STEMI and 32,552 NSTEMI incident events were identified between 2000 and 2014. Age-standardized incidence rates (per 100,000 person years) of AMI declined an average of 4.7%/year (95% CI [4.4, 4.9]) for men from 441.9 in 2000 to 223.6 in 2014 and 3.9%/year (95% CI [3.6, 4.2]) for women from 246.5 in 2000 to 146.4 in 2014. NSTEMIs declined an average of 2.8%/year (95% CI [2.5, 3.2]) for men from 268.2 in 2000 to 170.2 in 2014 and 1.9%/year (95% CI [1.5, 2.3]) for women from 156.1 in 2000 to 121.8 in 2014. Although STEMI incidence rates declined substantially from 2000 to 2014, sex differences were minimal, with an average decline of 8.0%/year (95% CI [7.6, 8.4]) for men from 205.9 in 2000 to 67.5 in 2014 and 8.9%/year (95% CI [8.3, 9.5]) for women from 107.2 in 2000 to 32.3 in 2014. Comparing 2000 to 2014, age-specific incidence rates of AMI, NSTEMI and STEMI declined in both men and women across all age groups (
Table
).
Conclusions:
Despite absolute differences, both men and women have experienced similar declines in hospitalized AMI, STEMI and NSTEMI incidence rates, presumably due to increased efforts in both primary and secondary AMI prevention.
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Affiliation(s)
| | | | - Bonnie H Li
- Kaiser Permanente of Southern California, Pasadena, CA
| | - Lei X Qian
- Kaiser Permanente of Southern California, Pasadena, CA
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Harrison TN, Sacks DA, Parry C, Macias M, Ling Grant DS, Lawrence JM. Acceptability of Virtual Prenatal Visits for Women with Gestational Diabetes. Womens Health Issues 2017; 27:351-355. [PMID: 28153743 DOI: 10.1016/j.whi.2016.12.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 12/03/2016] [Accepted: 12/16/2016] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Gestational diabetes mellitus (GDM) is one of the most common complications of pregnancy. Current approaches to GDM management and education are labor intensive and costly. Telemedicine offers a potential solution to reduce the time and cost burden of prenatal care for women with GDM. METHODS We assessed the acceptability of a telemedicine intervention to transmit patients' weight, blood pressure, and blood glucose measurements from wireless devices to health care providers, and to alternate "virtual office visits" with office-based prenatal visits. We administered surveys to 70 Kaiser Permanente Southern California members with GDM to assess preferences for modalities of GDM care delivery and to understand perceptions of telemedicine. We subsequently conducted 10 qualitative interviews among women with GDM to elicit perceptions about confidence and comfort with receiving care telephonically and safety concerns. Data were coded and categorized using analytic induction. RESULTS Training on these devices would increase participants' confidence in using the equipment. Continuity of care was perceived as an important factor in facilitating confidence with near universal preference for having virtual visits with the same clinician. Most participants were not concerned with the safety of their baby or themselves during the weeks without an office visit. One participant expressed an unwillingness to participate in the intervention because of a perceived association between having a high-risk pregnancy and an increased risk of pregnancy loss. CONCLUSIONS As telemedicine becomes increasingly common in health care, feedback from end users will be essential in tailoring, communicating about, and supporting the uptake and success of such programs.
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Affiliation(s)
- Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - David A Sacks
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Carly Parry
- Patient-Centered Outcomes Research Center, Improving Healthcare Systems Program, Washington, DC
| | - Mayra Macias
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Deborah S Ling Grant
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Jean M Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California.
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Reynolds K, An J, Wu J, Harrison TN, Wei R, Stuart B, Martin JP, Wlodarczyk CS, Rajpathak SN. Treatment discontinuation of oral hypoglycemic agents and healthcare utilization among patients with diabetes. J Diabetes Complications 2016; 30:1443-1451. [PMID: 27506310 DOI: 10.1016/j.jdiacomp.2016.07.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 07/18/2016] [Accepted: 07/21/2016] [Indexed: 10/21/2022]
Abstract
AIMS To investigate the discontinuation of oral antihyperglycemic agents (OHA), and examine factors associated with OHA discontinuation, and the effect of OHA discontinuation on glycemic control and healthcare utilization among diabetes patients prescribed dual OHA therapy. METHODS We identified 23,612 adult patients aged >18years with a diagnosis of type 2 diabetes who initiated dual OHA therapy between 1/1/2005 and 6/30/2010. The date of initiation of the second OHA was defined as the index date. Discontinuation was defined as a gap >1.5 times the last days' supply without subsequent reinitiation. RESULTS Over 24months, 16.9% discontinued 1 OHA and 9.2% discontinued both. Patients who discontinued were more likely to be female, younger, Black or of Hispanic ethnicity, have more comorbidities, higher medication co-pays, start both OHAs together, have higher healthcare utilization before the index date and less likely to use prescription mail order compared with patients who did not discontinue. In multivariable regression models, patients who discontinued were more likely to be hospitalized or have emergency department visits during follow-up. CONCLUSIONS Discontinuation of OHAs is common among patients with diabetes and is associated with several patient factors and increased healthcare utilization. Future research should further examine reasons for OHA discontinuation.
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Affiliation(s)
- Kristi Reynolds
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA.
| | - JaeJin An
- Western University of Health Sciences, Department of Pharmacy Practice & Administration, Pomona, CA, USA
| | - Jun Wu
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Teresa N Harrison
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Rong Wei
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Bruce Stuart
- University of Maryland Baltimore, School of Pharmacy, Department of Pharmaceutical Health Services Research, Baltimore, MD, USA
| | - John P Martin
- Southern California Permanente Medical Group, Los Angeles Medical Center, Los Angeles, CA, USA
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Sim JJ, Batech M, Hever A, Harrison TN, Avelar T, Kanter MH, Jacobsen SJ. Distribution of Biopsy-Proven Presumed Primary Glomerulonephropathies in 2000-2011 Among a Racially and Ethnically Diverse US Population. Am J Kidney Dis 2016; 68:533-544. [PMID: 27138468 DOI: 10.1053/j.ajkd.2016.03.416] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 03/09/2016] [Indexed: 11/11/2022]
Abstract
BACKGROUND The incidence and distribution of primary glomerulonephropathies vary throughout the world and by race and ethnicity. We sought to evaluate the distribution of primary glomerulonephropathies among a large racially and ethnically diverse population of the United States. STUDY DESIGN Case series from January 1, 2000, through December 31, 2011. SETTING & PARTICIPANTS Adults (aged ≥ 18 years) of an integrated health system who underwent native kidney biopsy and had kidney biopsy findings demonstrating focal segmental glomerulosclerosis (FSGS), membranous glomerulonephritis (MGN), minimal change disease (MCD), immunoglobulin A nephropathy (IgAN), and other. OUTCOMES Rates and characteristics of the most common primary glomerulonephropathies overall and by race and ethnicity. RESULTS 2,501 patients with primary glomerulonephropathy were identified, with a mean age 50.6 years, 45.7% women, 36.1% Hispanics, 31.2% non-Hispanic whites, 17.4% blacks, and 12.4% Asians. FSGS was the most common glomerulonephropathy (38.9%) across all race and ethnic groups, followed by MGN (12.7%), MCD (11.0%), IgAN (10.2%), and other (27.3%). The FSGS category had the greatest proportion of blacks, and patients with FSGS had the highest rate of poverty. IgAN was the second most common glomerulonephropathy among Asians (28.6%), whereas it was 1.2% among blacks. Patients with MGN presented with the highest proteinuria (protein excretion, 8.3g) whereas patients with FSGS had the highest creatinine levels (2.6mg/dL). Overall glomerulonephropathy rates increased annually in our 12-year observation period, driven by FSGS (2.7 cases/100,000) and IgAN (0.7 cases/100,000). MGN and MCD rates remained flat. LIMITATIONS Missing data for urine albumin and sediment, indication bias in performing kidney biopsies, and inexact classification of primary versus secondary disease. CONCLUSIONS Among a racially and ethnically diverse cohort from a single geographical area and similar environment, FSGS was the most common glomerulonephropathy, but there was variability of other glomerulonephropathies based on race and ethnicity.
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Affiliation(s)
- John J Sim
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA.
| | - Michael Batech
- Department of Research & Evaluation, Kaiser Permanente Southern California, Los Angeles, CA
| | - Aviv Hever
- Department of Renal Pathology, Kaiser Permanente Southern California, Los Angeles, CA
| | - Teresa N Harrison
- Department of Research & Evaluation, Kaiser Permanente Southern California, Los Angeles, CA
| | - Taurino Avelar
- Division of Nephrology and Hypertension, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA
| | - Michael H Kanter
- Regional Quality and Clinical Analysis, Southern California Permanente Medical Group, Kaiser Permanente Southern California, Pasadena, CA
| | - Steven J Jacobsen
- Department of Research & Evaluation, Kaiser Permanente Southern California, Los Angeles, CA
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