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Ma KSK, Lo JE, Kyttaris VC, Tsokos GC, Costenbader KH. Efficacy and Safety of Sodium-Glucose Cotransporter 2 Inhibitors for the Primary Prevention of Cardiovascular, Renal Events, and Safety Outcomes in Patients With Systemic Lupus Erythematosus and Comorbid Type 2 Diabetes: A Population-Based Target Trial Emulation. Arthritis Rheumatol 2025; 77:414-422. [PMID: 39431397 DOI: 10.1002/art.43037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 08/12/2024] [Accepted: 09/26/2024] [Indexed: 10/22/2024]
Abstract
OBJECTIVE Patients with systemic lupus erythematosus (SLE) were excluded from sodium-glucose cotransporter 2 inhibitors (SGLT2i) clinical trials. It is unknown whether the cardiorenal benefits of SGLT2i extend to patients with SLE and comorbid type 2 diabetes (T2D). METHODS We performed an emulated clinical trial in an insurance-based cohort in the United States, evaluating SGLT2i versus dipeptidyl peptidase-4 inhibitors (DPP4i) for primary prevention of cardiovascular, renal, and other clinical outcomes among patients with both SLE and comorbid T2D. SGLT2i initiators were matched to DPP4i initiators using propensity scores (PSs) based on clinical and demographic factors. Hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated using Cox models. RESULTS Outcomes among 2,165 patients starting SGLT2i and 2,165 PS-matched patients starting DPP4i were compared. Over 753.1 (±479.2) mean days, SGLT2i recipients had significantly lower risks of incident acute kidney injury (HR 0.49, 95% CI 0.39-0.63), chronic kidney disease (HR 0.61, 95% CI 0.50-0.76), end-stage renal disease (HR 0.40, 95% CI 0.20-0.80), heart failure (HR 0.72, 95% CI 0.56-0.92), emergency department visits (HR 0.90, 0.82-0.99), and severe sepsis (HR 0.61, 95% CI 0.39-0.94). Risks of all-cause mortality (HR 0.89, 95% CI 0.65-1.21), lupus nephritis (HR 0.67, 95% CI 0.38-1.15), myocardial infarction (HR 0.81, 95% CI 0.54-1.23), stroke (HR 1.03, 95% CI 0.74-1.44), and hospitalizations (HR 0.76, 95% CI 0.51-1.12) did not differ. Genital infection risk (HR 1.31, 95% CI 1.07-1.61) was increased, but urinary tract infection risk (HR 0.90, 95% CI 0.79-1.03) did not differ. No significant difference was observed for diabetic ketoacidosis risk (HR 1.07, 95% CI 0.53-2.14) and fractures (HR 0.95, 95% CI 0.66-1.36). CONCLUSION In this emulated clinical trial, treatment with SGLT2i, compared to DPP4i therapy, was associated with significantly reduced risks of several cardiorenal complications among patients with both SLE and T2D.
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Affiliation(s)
- Kevin Sheng-Kai Ma
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Jui-En Lo
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Vasileios C Kyttaris
- Division of Rheumatology and Clinical Immunology, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - George C Tsokos
- Division of Rheumatology and Clinical Immunology, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Karen H Costenbader
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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Guo LN, Said JT, Woodbury MJ, Nambudiri VE, Merola JF. Development and Validation of Algorithms to Identify Individuals With Cutaneous Lupus From Healthcare Databases. J Cutan Med Surg 2025; 29:131-136. [PMID: 39614741 PMCID: PMC11979305 DOI: 10.1177/12034754241301405] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2025]
Abstract
BACKGROUND There are no validated methods to identify individuals with cutaneous lupus erythematosus (CLE) from large databases including claims data and electronic health records, severely limiting the study of the epidemiology of this disease. OBJECTIVES To develop and validate accurate algorithms to identify individuals with CLE from healthcare records. METHODS Twelve case-finding algorithms were developed based on the International Classification of Diseases (ICD)-10 diagnosis codes, provider specialty, and medication prescription data. To validate performance, algorithms were applied to a test cohort of 300 individuals drawn from a clinical data repository of a multi-institutional healthcare network in Boston, MA. Documentation of a CLE diagnosis by a dermatologist or rheumatologist determined from chart review or supportive biopsy findings was used as the case definition standard. Performance was evaluated based on calculated positive predictive values (PPVs), specificities, and sensitivities of each algorithm. RESULTS PPVs ranged from 58.0% to 92.9%. The use of a single diagnosis code for CLE from any provider had poor PPV. The algorithm with the highest PPV (89.0%) while maintaining sensitivity required at least 1 ICD-10 CLE diagnosis code recorded by a dermatologist. CONCLUSIONS Utilizing CLE diagnosis codes and dermatology as the coding provider specialty is a valid method for identifying CLE patients from electronic health records.
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Affiliation(s)
- Lisa N. Guo
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jordan T. Said
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA, USA
| | | | - Vinod E. Nambudiri
- Department of Dermatology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Joseph F. Merola
- Division of Rheumatology, Department of Dermatology and Medicine, UT Southwestern Medical Center, Dallas, TX, USA
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Figueroa-Parra G, Heien HC, Warrington KJ, Shah ND, Crowson CS, McCoy RG, Duarte-García A. Treatment trends of systemic lupus erythematosus from 2007 to 2023 in the USA. Lupus Sci Med 2024; 11:e001317. [PMID: 39653548 PMCID: PMC11629018 DOI: 10.1136/lupus-2024-001317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 11/22/2024] [Indexed: 12/12/2024]
Abstract
OBJECTIVE To characterise the changing trends in the pharmacological management of SLE in the USA between 2007 and 2023 as new treatment options emerged. METHODS In a retrospective cohort study using data from OptumLabs Data Warehouse, we characterised the annual prevalent (ie, all) and incident (ie, new) use of antimalarials, glucocorticoids and immunosuppressive medications among patients with SLE from 2007 to 2023 and assessed for changing trends over time. RESULTS We identified 19 122 adults with SLE; they were 51.2 (SD 16.1) years of age, 89% were female, 61.3% were White, 18.5% were Black and 13.1% were Hispanic. The proportion of prevalent users of antimalarials has decreased from 79.4% in 2007 to 77.2% in 2023 (p=0.0055), while the proportion of incident users fluctuated between a lowest 5.8% in 2021 and a highest 8.1% in 2008 (p=0.008). The proportion of prevalent users of glucocorticoids increased from 64.6% in 2007 to 66.7% in 2023 (p=0.0132), as did the proportion of incident users (12.4% in 2007 to 21.7% in 2023; p<0.0001). The use of cyclophosphamide (2.0% in 2007 to 0.4% in 2023, p<0.0001) has decreased; the use of mycophenolate mofetil (7.7% in 2007 to 10.3% in 2023, p<0.0001), rituximab (1.4% in 2007 to 2.1% in 2023, p<0.0001) and belimumab (0.8% in 2011 to 6.1% in 2023, p=0.0001) has increased. CONCLUSIONS Despite increasing availability of alternative treatment options, patients with SLE in the USA increasingly rely on glucocorticoid-based therapy. Efforts to improve the use of antimalarials and steroid-sparing immunosuppressants are needed.
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Affiliation(s)
- Gabriel Figueroa-Parra
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
- Rheumatology Service, University Hospital "Dr. José Eleuterio González", Universidad Autónoma de Nuevo León, Monterrey, Mexico
| | - Herbert C Heien
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
- Optum Inc, Eden Prairie, Minnesota, USA
| | | | - Nilay D Shah
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Cynthia S Crowson
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Rozalina G McCoy
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Alí Duarte-García
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota, USA
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
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Feldman C, Curtis JR, Oates JC, Yazdany J, Izmirly P. Validating claims-based algorithms for a systemic lupus erythematosus diagnosis in Medicare data for informed use of the Lupus Index: a tool for geospatial research. Lupus Sci Med 2024; 11:e001329. [PMID: 39401954 PMCID: PMC11474710 DOI: 10.1136/lupus-2024-001329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 09/18/2024] [Indexed: 10/17/2024]
Abstract
OBJECTIVE This study aimed to validate claims-based algorithms for identifying SLE and lupus nephritis (LN) in Medicare data, enhancing the use of the Lupus Index for geospatial research on SLE prevalence and outcomes. METHODS We retrospectively evaluated the performance of rule-based algorithms using the International Classification of Diseases, 10th Revision (ICD-10) codes to identify SLE and LN in a well-defined prospective longitudinal cohort of patients with and without SLE from a South Carolina registry and rheumatology outpatient clinics. The analysis included comparison of algorithms based on Medicare fee-for-service claims data to these rigorously phenotyped populations. The primary classification for SLE cases was based on the American College of Rheumatology and Systemic Lupus Erythematosus International Collaborating Clinics criteria for SLE and LN. Algorithms were based on the number of ICD-10 codes with and without a 30-day separation in the observation period, including all of 2016-2018. RESULTS The algorithm using two ICD-10 codes for SLE, with or without a 30-day separation, showed the best overall performance. For LN, specific ICD-10 codes outperformed combinations of SLE and renal/proteinuria codes that were found in ICD-9. CONCLUSIONS The findings of this study highlight the performance of specific ICD-10 code algorithms in identifying SLE and LN cases within Medicare data, providing a valuable tool for informing use of the Lupus Index. This index allows for improved geographical targeting of clinical resources, health disparity studies and clinical trial site selection. The study underscores the importance of algorithm selection based on research objectives, recommending more specific algorithms for precise tasks like clinical trial site identification and less specific ones for broader applications such as health disparities research.
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Affiliation(s)
- Candace Feldman
- Division of Rheumatology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, The University of Alabama at Birmingham Heersink School of Medicine, Birmingham, Alabama, USA
| | - Jim C Oates
- Medicine, Medical University of South Carolina College of Medicine, Charleston, South Carolina, USA
- Medical Service, Ralph H Johnson VA Medical Center, Charleston, South Carolina, USA
| | - Jinoos Yazdany
- Division of Rheumatology, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Peter Izmirly
- Medicine-Rheumatology, New York University Grossman School of Medicine, New York City, New York, USA
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Kingsmore KM, Zent JM, Lipsky PE. Clinical management of lupus in the United States: A claims-based analysis. Semin Arthritis Rheum 2024; 68:152472. [PMID: 38875804 DOI: 10.1016/j.semarthrit.2024.152472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 06/16/2024]
Abstract
OBJECTIVES To understand the evaluation and management of patients coded with lupus in the broad clinical community in the United States. METHODS Claims data for diagnoses, procedures, medications, and physician specialties were evaluated for three lupus cohorts [lupus nephritis (LN), systemic lupus erythematosus excluding LN (SLE), and cutaneous lupus erythematosus excluding SLE and LN (CLE)] using the EVERSANA claims databases. Identification of patients was based upon the occurrence of lupus-specific codes, with the requirement that a single patient receive a lupus-related ICD code twice within a six-month period. RESULTS Using ICD codes, we were able to identify 28,372 patients coded with LN, 82,744 patients coded with SLE, and 13,920 patients coded with CLE, and subsequently evaluate the journey of patients in each group in the year before and after being coded as having a diagnosis of lupus. For the three lupus cohorts, the basis of diagnosis was not always apparent, as clinical features of lupus were not often obtained, autoantibody testing was not usual, biopsies were uncommon and subspecialty involvement was not routine. In addition, a significant increase in laboratory testing, non-lupus diagnoses, emergency department visits and cost during the year before receiving a lupus code suggested uncertainty in disease recognition. Nevertheless, these patients received two separate lupus coding events within a six-month period, supporting a sustained or repeated diagnosis of lupus by the evaluating clinicians. When compared, the three lupus cohorts differed with regard to frequency of laboratory testing, subspecialty care, skin and renal biopsies, and medication management. Moreover, there was an increase in the cost of care of patients coded with lupus compared to a reference patient population both during the year before and after being coded with a diagnosis of lupus. CONCLUSION The data present a comprehensive report of the care of patients coded as having a diagnosis of lupus in the United States, including those outside of specialty centers. Despite the unclear basis of diagnosis in some patients, evaluation and management of patients coded as having a diagnosis of lupus in the general care community does not closely follow the recommended guidelines set forth by professional societies.
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Affiliation(s)
- Kathryn M Kingsmore
- AMPEL BioSolutions, LLC, Charlottesville, VA 22902, USA; RILITE Research Institute, Charlottesville, VA 22902, USA.
| | - John M Zent
- AMPEL BioSolutions, LLC, Charlottesville, VA 22902, USA; RILITE Research Institute, Charlottesville, VA 22902, USA
| | - Peter E Lipsky
- AMPEL BioSolutions, LLC, Charlottesville, VA 22902, USA; RILITE Research Institute, Charlottesville, VA 22902, USA
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Schletzbaum M, Powell WR, Garg S, Kramer J, Astor BC, Gilmore-Bykovskyi A, Kind AJ, Bartels CM. Receipt of rheumatology care and lupus-specific labs among young adults with systemic lupus erythematosus: A US Medicare retention in care cohort study. Lupus 2024; 33:804-815. [PMID: 38631342 PMCID: PMC11139576 DOI: 10.1177/09612033241247905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
OBJECTIVE In systemic lupus erythematosus, poor disease outcomes occur in young adults, patients identifying as Black or Hispanic, and socioeconomically disadvantaged patients. These identities and social factors differentially shape care access and quality that contribute to lupus health disparities in the US. Thus, our objective was to measure markers of care access and quality, including rheumatology visits (longitudinal care retention) and lupus-specific serology testing, by race and ethnicity, neighborhood disadvantage, and geographic context. METHODS This cohort study used a geo-linked 20% national sample of young adult Medicare beneficiaries (ages 18-35) with lupus-coded encounters and a 1-year assessment period. Retention in lupus care required a rheumatology visit in each 6-month period, and serology testing required ≥1 complement or dsDNA antibody test within the year. Multivariable logistic regression models were fit for visit-based retention and serology testing to determine associations with race and ethnicity, neighborhood disadvantage, and geography. RESULTS Among 1,036 young adults with lupus, 39% saw a rheumatologist every 6 months and 28% had serology testing. White beneficiaries from the least disadvantaged quintile of neighborhoods had higher visit-based retention than other beneficiaries (64% vs 30%-60%). Serology testing decreased with increasing neighborhood disadvantage quintile (aOR 0.80; 95% CI 0.71, 0.90) and in the Midwest (aOR 0.46; 0.30, 0.71). CONCLUSION Disparities in care, measured by rheumatology visits and serology testing, exist by neighborhood disadvantage, race and ethnicity, and region among young adults with lupus, despite uniform Medicare coverage. Findings support evaluating lupus care quality measures and their impact on US lupus outcomes.
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Affiliation(s)
- Maria Schletzbaum
- Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - W. Ryan Powell
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Shivani Garg
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Joseph Kramer
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Brad C. Astor
- Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Andrea Gilmore-Bykovskyi
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Department of Emergency Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Amy J Kind
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
| | - Christie M Bartels
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
- Center for Health Disparities Research, University of Wisconsin School of Medicine and Public Health, Madison, WI, US
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Bell CF, Wu B, Huang SP, Rubin B, Averell CM, Chastek B, Hulbert EM. Healthcare resource utilization and costs in patients with a newly confirmed diagnosis of lupus nephritis in the United States over a 5-year follow-up period. BMC Health Serv Res 2024; 24:691. [PMID: 38822336 PMCID: PMC11143616 DOI: 10.1186/s12913-024-11060-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 04/29/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND We aimed to describe healthcare resource utilization (HCRU) and healthcare costs in patients with newly confirmed lupus nephritis (LN) in the United States over a 5-year follow-up period. METHODS This retrospective, longitudinal cohort study (GSK Study 214102) utilized administrative claims data to identify individuals with a newly confirmed diagnosis of LN between August 01, 2011, and July 31, 2018, based on LN-specific International Classification of Diseases diagnosis codes. Index was the date of first LN-related diagnosis code claim. HCRU, healthcare costs, and incidence of systemic lupus erythematosus (SLE) flares were reported annually among eligible patients with at least 5 years continuous enrollment post-index. RESULTS Of 2,159 patients with a newly confirmed diagnosis of LN meeting inclusion and exclusion criteria, 335 had at least 5 years continuous enrollment post-index. HCRU was greatest in the first year post-LN diagnosis across all categories (inpatient admission, emergency room [ER] visits, ambulatory visits, and pharmacy use), and trended lower, though remained substantial, in the 5-year follow-up period. Among patients with LN and HCRU, the mean (standard deviation [SD]) number of ER visits and inpatient admissions were 3.7 (4.6) and 1.8 (1.5), respectively, in Year 1, which generally remained stable in Years 2-5; the mean (SD) number of ambulatory visits and pharmacy fills were 35.8 (25.1) and 62.9 (43.8), respectively, in Year 1, and remained similar for Years 2-5. Most patients (≥ 91.6%) had ≥ 1 SLE flare in each of the 5 years of follow-up. The proportion of patients who experienced a severe SLE flare was higher in Year 1 (31.6%) than subsequent years (14.3-18.5%). Total costs (medical and pharmacy; mean [SD]) were higher in Year 1 ($44,205 [71,532]) than subsequent years ($29,444 [52,310]-$32,222 [58,216]), driven mainly by inpatient admissions (Year 1: $21,181 [58,886]; subsequent years: $7,406 [23,331]-$9,389 [29,283]). CONCLUSIONS Patients with a newly confirmed diagnosis of LN have substantial HCRU and healthcare costs, particularly in the year post-diagnosis, largely driven by inpatient costs. This highlights the need for improved disease management to prevent renal damage, improve patient outcomes, and reduce costs among patients with renal involvement.
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Affiliation(s)
- Christopher F Bell
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA.
| | - Benjamin Wu
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
| | - Shirley P Huang
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
| | - Bernard Rubin
- GSK, US Medical Affairs and Immuno-Inflammation, Durham, NC, USA
| | - Carlyne M Averell
- GSK, US Value, Evidence and Outcomes, 410 Blackwell Street, Durham, NC, 27701, USA
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Izadi Z, Gianfrancesco M, Anastasiou C, Schmajuk G, Yazdany J. Development and validation of a risk scoring system to identify patients with lupus nephritis in electronic health record data. Lupus Sci Med 2024; 11:e001170. [PMID: 38769054 PMCID: PMC11110552 DOI: 10.1136/lupus-2024-001170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 04/20/2024] [Indexed: 05/22/2024]
Abstract
OBJECTIVE Accurate identification of lupus nephritis (LN) cases is essential for patient management, research and public health initiatives. However, LN diagnosis codes in electronic health records (EHRs) are underused, hindering efficient identification. We investigated the current performance of International Classification of Diseases (ICD) codes, 9th and 10th editions (ICD9/10), for identifying prevalent LN, and developed scoring systems to increase identification of LN that are adaptable to settings with and without LN ICD codes. METHODS Training and test sets derived from EHR data from a large health system. An external set comprised data from the EHR of a second large health system. Adults with ICD9/10 codes for SLE were included. LN cases were ascertained through manual chart reviews conducted by rheumatologists. Two definitions of LN were used: strict (definite LN) and inclusive (definite, potential or diagnostic uncertainty). Gradient boosting models including structured EHR fields were used for predictor selection. Two logistic regression-based scoring systems were developed ('LN-Code' included LN ICD codes and 'LN-No Code' did not), calibrated and validated using standard performance metrics. RESULTS A total of 4152 patients from University of California San Francisco Medical Center and 370 patients from Zuckerberg San Francisco General Hospital and Trauma Center met the eligibility criteria. Mean age was 50 years, 87% were female. LN diagnosis codes demonstrated low sensitivity (43-73%) but high specificity (92-97%). LN-Code achieved an area under the curve (AUC) of 0.93 and a sensitivity of 0.88 for identifying LN using the inclusive definition. LN-No Code reached an AUC of 0.91 and a sensitivity of 0.95 (0.97 for the strict definition). Both scoring systems had good external validity, calibration and performance across racial and ethnic groups. CONCLUSIONS This study quantified the underutilisation of LN diagnosis codes in EHRs and introduced two adaptable scoring systems to enhance LN identification. Further validation in diverse healthcare settings is essential to ensure their broader applicability.
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Affiliation(s)
- Zara Izadi
- University of California San Francisco, San Francisco, California, USA
| | | | | | - Gabriela Schmajuk
- University of California San Francisco, San Francisco, California, USA
- San Francisco VA Medical Center, San Francisco, California, USA
| | - Jinoos Yazdany
- University of California San Francisco, San Francisco, California, USA
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Deng Y, Pacheco JA, Ghosh A, Chung A, Mao C, Smith JC, Zhao J, Wei WQ, Barnado A, Dorn C, Weng C, Liu C, Cordon A, Yu J, Tedla Y, Kho A, Ramsey-Goldman R, Walunas T, Luo Y. Natural language processing to identify lupus nephritis phenotype in electronic health records. BMC Med Inform Decis Mak 2024; 22:348. [PMID: 38433189 PMCID: PMC10910523 DOI: 10.1186/s12911-024-02420-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 01/09/2024] [Indexed: 03/05/2024] Open
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) is a rare autoimmune disorder characterized by an unpredictable course of flares and remission with diverse manifestations. Lupus nephritis, one of the major disease manifestations of SLE for organ damage and mortality, is a key component of lupus classification criteria. Accurately identifying lupus nephritis in electronic health records (EHRs) would therefore benefit large cohort observational studies and clinical trials where characterization of the patient population is critical for recruitment, study design, and analysis. Lupus nephritis can be recognized through procedure codes and structured data, such as laboratory tests. However, other critical information documenting lupus nephritis, such as histologic reports from kidney biopsies and prior medical history narratives, require sophisticated text processing to mine information from pathology reports and clinical notes. In this study, we developed algorithms to identify lupus nephritis with and without natural language processing (NLP) using EHR data from the Northwestern Medicine Enterprise Data Warehouse (NMEDW). METHODS We developed five algorithms: a rule-based algorithm using only structured data (baseline algorithm) and four algorithms using different NLP models. The first NLP model applied simple regular expression for keywords search combined with structured data. The other three NLP models were based on regularized logistic regression and used different sets of features including positive mention of concept unique identifiers (CUIs), number of appearances of CUIs, and a mixture of three components (i.e. a curated list of CUIs, regular expression concepts, structured data) respectively. The baseline algorithm and the best performing NLP algorithm were externally validated on a dataset from Vanderbilt University Medical Center (VUMC). RESULTS Our best performing NLP model incorporated features from both structured data, regular expression concepts, and mapped concept unique identifiers (CUIs) and showed improved F measure in both the NMEDW (0.41 vs 0.79) and VUMC (0.52 vs 0.93) datasets compared to the baseline lupus nephritis algorithm. CONCLUSION Our NLP MetaMap mixed model improved the F-measure greatly compared to the structured data only algorithm in both internal and external validation datasets. The NLP algorithms can serve as powerful tools to accurately identify lupus nephritis phenotype in EHR for clinical research and better targeted therapies.
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Affiliation(s)
- Yu Deng
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Jennifer A Pacheco
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Anika Ghosh
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Anh Chung
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Department of Medicine/Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Chengsheng Mao
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Joshua C Smith
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Juan Zhao
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Wei-Qi Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - April Barnado
- Department of Medicine, Vanderbilt University Medical Center, Nashville, USA
| | - Chad Dorn
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, USA
| | - Chunhua Weng
- Department of Biomedical Informatics, Columbia University, New York City, USA
| | - Cong Liu
- Department of Biomedical Informatics, Columbia University, New York City, USA
| | - Adam Cordon
- Center for Genetic Medicine, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Jingzhi Yu
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Yacob Tedla
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Abel Kho
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Rosalind Ramsey-Goldman
- Department of Medicine/Rheumatology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Theresa Walunas
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA.
| | - Yuan Luo
- Center for Health Information Partnerships, Feinberg School of Medicine, Northwestern University, Chicago, USA.
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Garal-Pantaler E, Schultze M, Georgiou ME, Pignot M, Gairy K, Hunnicutt JN. Real-World Burden of Immunosuppressant-Treated Lupus Nephritis: A German Claims Database Analysis. Rheumatol Ther 2024; 11:113-127. [PMID: 38001304 PMCID: PMC10796872 DOI: 10.1007/s40744-023-00623-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/26/2023] [Indexed: 11/26/2023] Open
Abstract
INTRODUCTION This retrospective cohort study (GSK213737) aimed to characterize treatment patterns, healthcare resource utilization (HCRU), and costs in patients with lupus nephritis (LN) initiating immunosuppressant therapy in clinical practice in Germany, to better understand the full picture of the real-world burden of LN. METHODS Adult patients with LN who initiated mycophenolate mofetil (MMF), intravenous cyclophosphamide (CYC), azathioprine (AZA), tacrolimus, cyclosporin A, or rituximab therapy in 2011-2017 (index therapy) were identified from the Betriebskrankenkassen German Sickness Fund database. Treatment patterns, including immunosuppressant discontinuations, and therapy switches, were assessed (maximum follow-up 4 years). Corticosteroid use, HCRU, and total economic costs were also evaluated. HCRU and costs were compared with matched controls (individuals without systemic lupus erythematosus [SLE]/LN matched by age, sex, and baseline Charlson Comorbidity Index). RESULTS Among 334 patients with LN, the median (interquartile range) duration of index immunosuppressant therapy use was 380.5 (126, 1064) days. Of those patients with 4 years complete enrollment, 70.8% had ≥ 1 discontinuation and 28.8% switched therapy. While most patients (71.2%) received only one immunosuppressant, gaps in treatment were common. After 1 year of follow-up, 41.6% of patients had a prednisone-equivalent corticosteroid dose of ≥ 7.5 mg/day. Patients with LN had greater HCRU use for most categories assessed and increased mean total costs per person-year versus controls (€15,115.99 versus €4,081.88 in the first year of follow-up). CONCLUSIONS This real-world analysis demonstrated the considerable burden of immunosuppressant-treated LN in Germany, with a high rate of discontinuations, frequent use of high-dose corticosteroids, and substantial HCRU/costs.
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Affiliation(s)
- Elena Garal-Pantaler
- Health Care Research and Health Economics (Versorgungsforschung und Gesundheitsökonomie), Team Gesundheit GmbH, Essen, Germany
| | - Michael Schultze
- Berlin Center for Epidemiology and Health Research, ZEG Berlin GmbH, Berlin, Germany
| | | | - Marc Pignot
- Berlin Center for Epidemiology and Health Research, ZEG Berlin GmbH, Berlin, Germany
| | - Kerry Gairy
- Value Evidence and Outcomes, GSK, Brentford, Middlesex, UK
| | - Jacob N Hunnicutt
- Value Evidence and Outcomes, GSK, 1250 South Collegeville Road, Collegeville, PA, 19426, USA.
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Bartels CM, Jorge A, Feldman CH, Zell J, Bermas B, Barber CEH, Duarte-García A, Garg S, Haseley L, Jatwani S, Johansson T, Limanni A, Rodgers W, Rovin BH, Santiago-Casas Y, Suter LG, Barnado A, Ude J, Aguirre A, Li J, Schmajuk G, Yazdany J. Development of American College of Rheumatology Quality Measures for Systemic Lupus Erythematosus: A Modified Delphi Process With Rheumatology Informatics System for Effectiveness (RISE) Registry Data Review. Arthritis Care Res (Hoboken) 2023; 75:2295-2305. [PMID: 37165898 PMCID: PMC10615706 DOI: 10.1002/acr.25143] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 05/04/2023] [Indexed: 05/12/2023]
Abstract
OBJECTIVE We aimed to develop readily measurable digital quality measure statements for clinical care in systemic lupus erythematosus (SLE) using a multistep process guided by consensus methods. METHODS Using a modified Delphi process, an American College of Rheumatology (ACR) workgroup of SLE experts reviewed all North American and European guidelines from 2000 to 2020 on treatment, monitoring, and phenotyping of patients with lupus. Workgroup members extracted quality constructs from guidelines, rated these by importance and feasibility, and generated evidence-based quality measure statements. The ACR Rheumatology Informatics System for Effectiveness (RISE) Registry was queried for measurement data availability. In 3 consecutive Delphi sessions, a multidisciplinary Delphi panel voted on the importance and feasibility of each statement. Proposed measures with consensus on feasibility and importance were ranked to identify the top 3 measures. RESULTS Review of guidelines and distillation of 57 quality constructs resulted in 15 quality measure statements. Among these, 5 met high consensus for importance and feasibility, including 2 on treatment and 3 on laboratory monitoring measures. The 3 highest-ranked statements were recommended for further measure specification as SLE digital quality measures: 1) hydroxychloroquine use, 2) limiting glucocorticoid use >7.5 mg/day to <6 months, and 3) end-organ monitoring of kidney function and urine protein excretion at least every 6 months. CONCLUSION The Delphi process selected 3 quality measures for SLE care on hydroxychloroquine, glucocorticoid reduction, and kidney monitoring. Next, measures will undergo specification and validity testing in RISE and US rheumatology practices as the foundation for national implementation and use in quality improvement programs.
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Affiliation(s)
| | | | | | | | | | | | | | - Shivani Garg
- University of Wisconsin School of Medicine and Public Health, Madison
| | | | | | | | | | - Wendy Rodgers
- Lupus Foundation Care and Support Services, Los Angeles, California
| | - Brad H Rovin
- Ohio State University Wexner Medical Center, Columbus
| | | | - Lisa G Suter
- Yale School of Medicine, New Haven, and Veterans Administration Medical Center, West Haven, Connecticut
| | - April Barnado
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jennifer Ude
- American College of Rheumatology, Atlanta, Georgia
| | | | - Jing Li
- University of California San Francisco
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Materne E, Choi H, Zhou B, Costenbader KH, Zhang Y, Jorge A. Comparative Risks of Infection With Belimumab Versus Oral Immunosuppressants in Patients With Nonrenal Systemic Lupus Erythematosus. Arthritis Rheumatol 2023; 75:1994-2002. [PMID: 37262382 PMCID: PMC10615798 DOI: 10.1002/art.42620] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 04/03/2023] [Accepted: 05/23/2023] [Indexed: 06/03/2023]
Abstract
OBJECTIVE We investigated the comparative risk of infection with belimumab versus oral immunosuppressants for the treatment of systemic lupus erythematosus (SLE). METHODS Using observational data from a US multicenter electronic health record database, we identified patients with SLE but without lupus nephritis who initiated belimumab, azathioprine, methotrexate, or mycophenolate between 2011 and 2021. We designed and emulated hypothetical target trials to estimate the cumulative incidence and hazard ratios (HRs) of serious infection and hospitalization for serious infection comparing belimumab versus each oral immunosuppressant. We used propensity score overlap weighting to balance baseline covariates and adjusted for adherence to treatment group using inverse probability of treatment weighting. We also assessed the control outcome of traumatic injury. RESULTS Among 21,481 patients, we compared 2841 and 6343 initiators of belimumab and azathioprine, 2642 and 8242 initiators of belimumab and methotrexate, and 2813 and 8407 initiators of belimumab and mycophenolate, respectively. After propensity score overlap weighting, all covariates were balanced in each comparison. The mean age of the cohort was 45 years, and 94% were women. Compared with azathioprine and mycophenolate, belimumab was associated with lower risks of both serious infection (HR 0.82; 95% confidence interval [CI] 0.72-0.92 and HR 0.69; 95% CI 0.61-0.78) and hospitalization for infection (HR 0.73; 95% CI 0.57-0.94 and HR 0.56 95% CI 0.43-0.71). The risk of infection was also lower for belimumab compared with methotrexate (HR 0.86; 95% CI 0.76-0.97). There were no differences in traumatic injury risks across treatment groups. CONCLUSION Belimumab was associated with lower risks of serious infection than with oral immunosuppressants. This finding should inform risk/benefit considerations for SLE treatment.
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Affiliation(s)
- Emma Materne
- Department of Medicine, Massachusetts General Hospital
| | - Hyon Choi
- Department of Medicine, Massachusetts General Hospital
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital
- Harvard Medical School
| | - Baijun Zhou
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital
| | - Karen H. Costenbader
- Harvard Medical School
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital
| | - Yuqing Zhang
- Department of Medicine, Massachusetts General Hospital
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital
- Harvard Medical School
| | - April Jorge
- Department of Medicine, Massachusetts General Hospital
- Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital
- Harvard Medical School
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13
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Hunnicutt JN, Georgiou ME, Ma L, Levy RA, Gairy K. Real-World Immunosuppressant Treatment Patterns for Patients with Lupus Nephritis in the United States. Rheumatol Ther 2023; 10:1305-1318. [PMID: 37477809 PMCID: PMC10468458 DOI: 10.1007/s40744-023-00577-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 06/19/2023] [Indexed: 07/22/2023] Open
Abstract
INTRODUCTION Lupus nephritis (LN) treatment aims to control and prevent flares and irreversible kidney damage. Around 30% of patients are unresponsive to treatment; however, real-world LN treatment patterns have not been reported. Objectives of this retrospective cohort study (GSK 209758) were to quantify the time to switching/re-initiating induction therapy in patients with LN initiating immunosuppressant therapy and conversion from induction to maintenance immunosuppressant therapy, and to assess corticosteroid use. METHODS Patients with LN initiating induction or maintenance immunosuppressant therapy were identified using claims data. Patients were followed up from the index date (immunosuppressant initiation date) until treatment discontinuation, death, disenrollment, administrative censoring, or the end of follow-up period. The cumulative incidence of switching/re-initiating induction therapy and conversion to maintenance therapy was estimated using outpatient pharmacy claims and procedure codes. Corticosteroid use was estimated using pharmacy claims; a mean daily dose of ≥ 7.5 mg/day was considered high. RESULTS In total, 5000 patients with LN contributed 5516 treatment episodes (induction cohort, N = 372; maintenance cohort, N = 5144). In the induction cohort, the cumulative incidence (95% confidence interval) of switching between induction therapies was 24.6% (20.1-30.0) at 12 months, while 59.6% (52.4-66.1) of patients converted to maintenance therapy at 12 months. In the maintenance cohort, 21.2% (19.9-22.5) re-initiated induction therapy at 12 months. Oral corticosteroid use decreased during the follow-up in both cohorts, but 21.5% of patients remained on a high dose at 12 months in the induction cohort, while 15.8% in the maintenance cohort were taking a high dose at 24 months. CONCLUSIONS Around a quarter of patients with LN initiating immunosuppressant therapy switched within 12 months, while a fifth re-initiated induction therapy within 12 months. Use of high corticosteroid doses were observed during 24 months of follow-up. These data suggest that many patients do not respond to existing standard LN therapies.
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Affiliation(s)
- Jacob N Hunnicutt
- GSK, Value Evidence and Outcomes, 1250 South Collegeville Road, Collegeville, PA, 19426, USA.
| | | | - Liyuan Ma
- GSK, Value Evidence and Outcomes, Collegeville, PA, USA
| | - Roger A Levy
- GSK, Global Medical Affairs, Collegeville, PA, USA
| | - Kerry Gairy
- GSK, Value Evidence and Outcomes, Brentford, Middlesex, UK
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Bell CF, Wu B, Huang SP, Rubin B, Averell CM, Chastek B, Hulbert EM, Von Feldt J. Healthcare Resource Utilization and Associated Costs in Patients With Systemic Lupus Erythematosus Diagnosed With Lupus Nephritis. Cureus 2023; 15:e37839. [PMID: 37214060 PMCID: PMC10198302 DOI: 10.7759/cureus.37839] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/15/2023] [Indexed: 05/23/2023] Open
Abstract
BACKGROUND Lupus nephritis (LN) is among the most severe organ manifestations of systemic lupus erythematosus (SLE), affecting between 31% and 48% of patients, usually within five years of SLE diagnosis. SLE without LN is associated with a high economic burden on the healthcare system, and although data are limited, several studies have shown that SLE with LN could increase this burden. Aim: We aimed to compare the economic burden of LN versus SLE without LN among patients managed in routine clinical practices in the USA and describe the clinical course of these patients. MATERIALS AND METHODS This was a retrospective observational study of patients with commercial or Medicare Advantage health insurance. It included 2310 patients with LN and 2310 matched patients who had SLE without LN; each patient was followed for 12 months after diagnosis (the patient's index date). Outcome measures included healthcare resource utilization (HCRU), direct healthcare costs, and SLE clinical manifestations. Results: In all healthcare settings, the mean (SD) use of all-cause healthcare resources was significantly higher in the LN versus SLE without LN cohort, including the mean number of ambulatory visits (53.9 (55.1) vs 33.0 (26.0)), emergency room visits (2.9 (7.9) vs 1.6 (3.3)), inpatient stays (0.9 (1.5) vs 0.3 (0.8)), and pharmacy fills (65.0 (48.3) vs 51.2 (42.6)) (all p<0.001). Total all-cause costs per patient in the LN cohort were also significantly higher compared with the SLE without LN cohort ($50,975 (86,281) vs $26,262 (52,720), p<0.001), including costs for inpatient stays and outpatient visits. Clinically, a significantly higher proportion of patients with LN experienced moderate or severe SLE flares compared with the SLE without LN cohort (p<0.001), which may explain the difference in HCRU and healthcare costs. CONCLUSION All-cause HCRU and costs were higher for patients with LN than for matched patients with SLE without LN, highlighting the economic burden associated with LN.
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Affiliation(s)
| | - Benjamin Wu
- US Value, Evidence and Outcomes, GSK, Durham, USA
| | | | | | | | - Benjamin Chastek
- Life Sciences, Health Economics and Outcomes Research (HEOR), Optum, Eden Prairie, USA
| | - Erin M Hulbert
- Life Sciences, Health Economics and Outcomes Research (HEOR), Optum, Eden Prairie, USA
| | - Joan Von Feldt
- US Medical Affairs, GSK, Philadelphia, USA
- Division of Rheumatology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
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15
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Hocaoglu M, Valenzuela-Almada MO, Dabit JY, Osei-Onomah SA, Chevet B, Giblon RE, Zand L, Fervenza FC, Helmick CG, Crowson CS, Duarte-García A. Incidence, Prevalence, and Mortality of Lupus Nephritis: A Population-Based Study Over Four Decades Using the Lupus Midwest Network. Arthritis Rheumatol 2023; 75:567-573. [PMID: 36227575 PMCID: PMC10065880 DOI: 10.1002/art.42375] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/13/2022] [Accepted: 09/29/2022] [Indexed: 01/31/2023]
Abstract
OBJECTIVE There is a paucity of population-based studies investigating the epidemiology of lupus nephritis (LN) in the US and long-term secular trends of the disease and its outcomes. We aimed to examine the epidemiology of LN in a well-defined 8-county region in the US. METHODS Patients with incident LN between 1976 and 2018 in Olmsted County, Minnesota (1976-2009) and an 8-county region in southeast Minnesota (2010-2018) were identified. Age- and sex-specific incidence rates and point prevalence over 4 decades, adjusted to the projected 2000 US population, were determined. Standardized mortality ratios (SMRs), survival rates, and time to end-stage renal disease (ESRD) were estimated. RESULTS There were 72 patients with incident LN between 1976 and 2018, of whom 76% were female and 69% were non-Hispanic White. Mean ± SD age at diagnosis was 38.4 ± 16.24 years. Average annual LN incidence per 100,000 population between 1976 and 2018 was 1.0 (95% CI 0.8-1.3) and was highest in patients ages 30-39 years. Between the 1976-1989 and 2000-2018 time periods, overall incidence of LN increased from 0.7 to 1.3 per 100,000, but this was not statistically significant. Estimated LN prevalence increased from 16.8 per 100,000 in 1985 to 21.2 per 100,000 in 2015. Patients with LN had an SMR of 6.33 (95% CI 3.81-9.89), with no improvement in the mortality gap in the last 4 decades. At 10 years, survival was 70%, and 13% of LN patients had ESRD. CONCLUSION The incidence and prevalence of LN in this area increased in the last 4 decades. LN patients have poor outcomes, with high rates of ESRD and mortality rates 6 times that of the general population.
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Affiliation(s)
- Mehmet Hocaoglu
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
- Department of Medicine, University of Maryland Medical Center, Midtown Campus, Baltimore, Maryland
| | | | - Jesse Y. Dabit
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
| | | | - Baptiste Chevet
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
- Division of Rheumatology, Brest Teaching Hospital, Brest, France; LBAI, UMR1227, Univ Brest, Inserm, CHU de Brest, Brest, France
| | - Rachel E. Giblon
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Ladan Zand
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota
| | | | - Charles G. Helmick
- Centers for Diseases Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Division of Population Health, Atlanta, Georgia
| | - Cynthia S. Crowson
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Alí Duarte-García
- Division of Rheumatology, Mayo Clinic, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
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Dhital R, Guma M, Poudel DR, Chambers C, Kalunian K. Infection-related hospitalisation in young adults with systemic lupus erythematosus: data from the National Inpatient Sample. Lupus Sci Med 2023; 10:10/1/e000851. [PMID: 37019477 PMCID: PMC10083864 DOI: 10.1136/lupus-2022-000851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/07/2023] [Indexed: 04/07/2023]
Abstract
INTRODUCTION Care of young adults with SLE (YA-SLE, 18-24 years) is challenging due to major life transitions co-occurring with chronic healthcare needs. Studies have demonstrated poorer outcomes in the post-transition period. Epidemiological studies focused on serious infection-related hospitalisation (SIH) in YA-SLE are lacking. METHODS We used National Inpatient Sample from 2010 to 2019 to study the epidemiology and outcomes of SIH for five common infections in SLE, namely sepsis, pneumonia, urinary tract infections, skin and soft tissue infections, and opportunistic infections. For time trends, we extended the dataset to cover 2000-2019. The primary outcome was the rate of SIH in YA-SLE compared with adults (25-44 years) with SLE and with young adults without SLE (YA-no SLE). RESULTS From 2010 to 2019, we identified 1 720 883 hospital admissions with SLE in patients aged ≥18 years. Rates of SIH were similar in young adults and adults with SLE (15.0% vs 14.5%, p=0.12), but considerably higher than in the YA-no SLE group (4.2%, p<0.001). Among SLE with SIH, sepsis followed by pneumonia was the most common diagnosis. Significantly higher proportions of SIH among young adults than adults with SLE were comprised of non-white patients, belonged to the lowest income quartile and had Medicaid. However, only race/ethnicity was associated with SIH among YA-SLE. There was a higher prevalence of comorbid lupus nephritis and pleuritis among young adults compared with adults with SLE and SIH, and both comorbidities were associated with SIH in YA-SLE. Increasing rates of SIH, driven by sepsis, were seen over time. DISCUSSION YA- SLE had similar rates of SIH to adults with SLE. While hospitalised YA-SLE differed sociodemographically from SLE adults and YA-no SLE, only race/ethnicity was associated with SIH in the YA-SLE group. Lupus nephritis and pleuritis were associated with higher SIH in YA-SLE. Among SLE with SIH, increasing trends of sepsis deserve further study.
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Affiliation(s)
- Rashmi Dhital
- Division of Rheumatology, Department of Medicine, UCSD, La Jolla, California, USA
| | - Monica Guma
- Division of Rheumatology, Department of Medicine, UCSD, La Jolla, California, USA
- Division of Rheumatology, VA San Diego Health Care System, San Diego, California, USA
| | - Dilli R Poudel
- Department of Medicine, Indiana Regional Medical Center, Indiana, Pennsylvania, USA
| | - Christina Chambers
- Division of Environmental Science and Health, Department of Pediatrics, UCSD, La Jolla, California, USA
| | - Kenneth Kalunian
- Division of Rheumatology, Department of Medicine, UCSD, La Jolla, California, USA
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17
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Hurst C, Soto M, Vina ER, Rodgers KE. Renin-Angiotensin System-Modifying Antihypertensive Drugs Can Reduce the Risk of Cardiovascular Complications in Lupus: A Retrospective Cohort Study. Am J Med 2023; 136:284-293.e4. [PMID: 36495935 PMCID: PMC9957968 DOI: 10.1016/j.amjmed.2022.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Patients with systemic lupus erythematosus have a higher incidence of cardiovascular disease than the general population. Antihypertensive drugs that modify the renin-angiotensin system (RAS) are used to protect renal function in lupus nephritis and may also have extrarenal effects that lower cardiovascular disease risk due to their anti-inflammatory properties. In this study, we compared the effects of RAS vs non-RAS antihypertensive drugs on cardiovascular disease incidence in patients with lupus. METHODS Using a medical insurance claims dataset, 220,168 patients with lupus were identified, of which 31,647 patients (4018 patients prescribed RAS drugs, 27,629 patients prescribed non-RAS drugs) were eligible for the study. Patients had a mean age of 46.1 years, were 93.0% female, and healthy (96.9% Charlson Comorbidity Index score 0-4). Patients in the 2 drug groups were propensity score matched using demographic data, risk factors, and comorbidities. RESULTS Use of RAS vs non-RAS drugs lowered the relative risk (RR) of diagnosis of cardiovascular disease (RR 0.80; 95% confidence interval [CI], 0.74-0.87), which was more pronounced after propensity score matching (RR 0.62; 95% CI, 0.57-0.68). The decreased risk in cardiovascular disease occurred regardless of lupus nephritis status (with lupus nephritis: RR 0.51; 95% CI, 0.39-0.65; without lupus nephritis: RR 0.65; 95% CI, 0.59-0.72). RAS-modifying therapies significantly increased cardiovascular disease-free survival probability over a 5-year period (86.0% vs 78.3% probability). CONCLUSIONS RAS-modifying drugs reduced the risk of cardiovascular disease in patients with systemic lupus erythematosus in this dataset. These findings have the potential to impact clinical decision-making with regards to hypertension management in patients with lupus.
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Affiliation(s)
- Chelsie Hurst
- Department of Pharmacology, Center for Innovation in Brain Science, College of Medicine, University of Arizona, Tucson
| | - Maira Soto
- Department of Pharmacology, Center for Innovation in Brain Science, College of Medicine, University of Arizona, Tucson
| | - Ernest R Vina
- Section of Rheumatology, Lewis Katz School of Medicine, Temple University, Philadelphia, Pa
| | - Kathleen E Rodgers
- Department of Pharmacology, Center for Innovation in Brain Science, College of Medicine, University of Arizona, Tucson.
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Chandler MT, Santacroce LM, Costenbader KH, Kim SC, Feldman CH. Racial differences in persistent glucocorticoid use patterns among medicaid beneficiaries with incident systemic lupus erythematosus. Semin Arthritis Rheum 2023; 58:152122. [PMID: 36372014 PMCID: PMC9976620 DOI: 10.1016/j.semarthrit.2022.152122] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/13/2022] [Accepted: 10/19/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Glucocorticoids ("steroids") are frequently used in systemic lupus erythematosus (SLE). Prolonged use may contribute to racial/ethnic disparities in avoidable adverse outcomes. We examined racial/ethnic differences in longitudinal patterns of steroid use and dose. METHODS We identified Medicaid beneficiaries 18-65 years with incident SLE who received steroids for 12 months following the index date. Group-based trajectory modeling was used to identify patterns of daily prednisone-equivalent steroid doses. We examined demographic, clinical and healthcare utilization factors during the baseline period and used multinomial logistic regression to estimate the odds of belonging to the higher vs. lowest steroid dose trajectories over time. RESULTS We identified 6314 individuals with SLE with ≥1 dispensed steroid prescription. The mean (SD) prednisone-equivalent dose was 7 (23) mg/day for Black, 7 (26) for Hispanic, 7 (13) for Asian, and 4 (10) for White individuals. Adjusted multinomial models demonstrated higher odds of belonging to the highest vs. lowest steroid trajectory for Black (OR 2.07, 95% CI 1.65-2.61), Hispanic (OR 1.81, 95% CI 1.38-2.39), and Asian (OR 2.42, 95% CI 1.53-3.83) vs. White individuals. Having >5 outpatient visits during the baseline period was associated with lower odds of being in the persistently high-dose steroid trajectory (OR 0.77; 95% CI 0.60-0.98). CONCLUSION Black, Hispanic, and Asian (vs. White) individuals had higher odds of persistently high-dose steroid use. Sustained access to outpatient care and the development of standardized steroid-tapering regimens from clinical trials with diverse populations may be targets for intervention to mitigate disparities in steroid-related adverse outcomes.
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Affiliation(s)
- Mia T Chandler
- Division of Immunology, Boston Children's Hospital, Boston, MA, United States; Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, United States.
| | - Leah M Santacroce
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, United States
| | - Karen H Costenbader
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, United States
| | - Seoyoung C Kim
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, United States; Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Candace H Feldman
- Division of Rheumatology, Inflammation, and Immunity, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, United States; Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States
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19
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Davis A, Faerber J, Ardalan K, Katcoff H, Klein-Gitelman M, Rubinstein TB, Cidav Z, Mandell DS, Knight A. The Effect of Psychiatric Comorbidity on Healthcare Utilization for Youth With Newly Diagnosed Systemic Lupus Erythematosus. J Rheumatol 2023; 50:204-212. [PMID: 36109077 DOI: 10.3899/jrheum.220052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/31/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To examine the effect of psychiatric diagnoses on healthcare use in youth with systemic lupus erythematosus (SLE) during their first year of SLE care. METHODS We conducted a retrospective cohort study using claims from 2000 to 2013 from Clinformatics Data Mart (OptumInsight). Youth aged 10 years to 24 years with an incident diagnosis of SLE (≥ 3 International Classification of Diseases, 9th revision, codes for SLE 710.0, > 30 days apart) were categorized as having: (1) a preceding psychiatric diagnosis in the year before SLE diagnosis, (2) an incident psychiatric diagnosis in the year after SLE diagnosis, or (3) no psychiatric diagnosis. We compared ambulatory, emergency, and inpatient visits in the year after SLE diagnosis, stratified by nonpsychiatric and psychiatric visits. We examined the effect of childhood-onset vs adult-onset SLE by testing for an interaction between age and psychiatric exposure on outcome. RESULTS We identified 650 youth with an incident diagnosis of SLE, of which 122 (19%) had a preceding psychiatric diagnosis and 105 (16%) had an incident psychiatric diagnosis. Compared with those without a psychiatric diagnosis, youth with SLE and a preceding or incident psychiatric diagnosis had more healthcare use across both ambulatory and emergency settings for both nonpsychiatric and psychiatric-related care. These associations were minimally affected by age at time of SLE diagnosis. CONCLUSION Psychiatric comorbidity is common among youth with newly diagnosed SLE and is associated with greater healthcare use. Interventions to address preceding and incident psychiatric comorbidity may decrease healthcare burden for youth with SLE.
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Affiliation(s)
- Alaina Davis
- A. Davis, MD, MPH, Department of Pediatrics, Division of Pediatric Rheumatology, Monroe Carell Junior Children's Hospital at Vanderbilt, Nashville, Tennessee, USA;
| | - Jennifer Faerber
- J. Faerber, PhD, Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Kaveh Ardalan
- K. Ardalan, MD, MS, Department of Pediatrics (Division of Pediatric Rheumatology), Duke University School of Medicine, Durham, North Carolina, and Departments of Pediatrics and Medical Social Sciences, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Hannah Katcoff
- H. Katcoff, MPH, Data Science and Biostatistics Unit, Department of Biomedical and Health Informatics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Marisa Klein-Gitelman
- M. Klein-Gitelman, MD, MPH, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tamar B Rubinstein
- T.B. Rubinstein, MD, Department of Pediatrics, Division of Pediatric Rheumatology, Children's Hospital at Montefiore/Albert Einstein College of Medicine, Bronx, New York, USA
| | - Zuleyha Cidav
- Z. Cidav, PhD, Leonard Davis Institute of Health Economics, University of Pennsylvania, and Center for Mental Health, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - David S Mandell
- D.S. Mandell, ScD, Center for Mental Health, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Andrea Knight
- A. Knight, MD, MSCE, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, and PolicyLab, Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania, USA, and Division of Rheumatology, Hospital for Sick Children, Toronto, Ontario, Canada
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20
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Dall’Era M, Kalunian K, Eaddy M, Ogbonnaya A, Farrelly E, Turowski E, Birardi V, Solomons N, Randhawa S, Mina-Osorio P. Real-world treatment utilization and economic implications of lupus nephritis disease activity in the United States. J Manag Care Spec Pharm 2023; 29:36-45. [PMID: 36190835 PMCID: PMC10657222 DOI: 10.18553/jmcp.2022.21496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND: Lupus nephritis (LN) is a common and severe complication of systemic lupus erythematosus (SLE), with approximately 40% of patients with SLE developing LN. Even with treatment, 10%-30% of patients will progress to end-stage renal disease (ESRD). Although many studies have assessed the clinical value of low disease activity in LN, the economic implications are less defined. OBJECTIVE: To evaluate treatment utilization and health care costs associated with active disease, low disease activity, and ESRD in patients with LN. METHODS: A retrospective analysis of Optum pharmacy and medical claims data from 2015 to 2019 was performed and included patients with a diagnosis of SLE (International Classification of Diseases, Ninth Revision or Tenth Revision codes 710.0 or M32, respectively) and additional prespecified criteria for LN. Total health care payer costs for medical and pharmacy services and treatment utilization for commonly prescribed medications were determined for periods of low disease activity, active disease, or ESRD. RESULTS: A total of 21,251 patients (mean age 60.3 years; 87% female; 55% White patients and 18% Black patients) with a mean follow-up period of 30.6 months were included; the majority of patients had active disease (67.3%), followed by low disease activity (51.3%), and ESRD (10.5%). Glucocorticoids were used 2 times more often and mycophenolate mofetil was used 4 times more often in patients with active disease vs low disease activity. Glucocorticoids, mycophenolate mofetil, and tacrolimus were more commonly used in patients with ESRD vs those with low disease activity. Mean medical costs were $4,777 per month in active disease and $18,084 per month in ESRD vs $2,523 per month in low disease activity. CONCLUSIONS: Treatment burden and costs are high for patients with active disease and ESRD in LN. Treatments that allow patients to achieve and maintain low disease activity may help improve patient outcomes and reduce medication use and overall health care costs. DISCLOSURES: Maria Dall'Era and Kenneth Kalunian are consultants of Aurinia Pharmaceuticals. Eric Turowski, Vanessa Birardi, Neil Solomons, Simrat Randhawa, and Paola Mina-Osorio are employees and stockholders of Aurinia Pharmaceuticals. Michael Eaddy is a former employee of Xcenda, LLC. Augustina Ogbonnaya and Eileen Farrelly are employees of Xcenda, LLC, which was contracted by Aurinia Pharmaceuticals to assist in the conduct of this study and the writing of this manuscript. Aurinia Pharmaceuticals provided funding for this study and the preparation of the manuscript. Aurinia Pharmaceuticals had a role in writing the report and decision to submit for publication.
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Affiliation(s)
- Maria Dall’Era
- Division of Rheumatology, Department of Medicine, School of Medicine, University of California, San Francisco
| | - Kenneth Kalunian
- Division of Rheumatology, Allergy, and Immunology, School of Medicine, University of California, San Diego, La Jolla
| | - Michael Eaddy
- Xcenda, LLC, Carrollton, TX
- Abbvie, North Chicago, IL
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21
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Chang JC, Costenbader KH. Hydroxychloroquine and immunosuppressant adherence patterns and their association with subsequent hospitalization rates among children with systemic lupus erythematosus. Semin Arthritis Rheum 2022; 56:152042. [PMID: 35738041 PMCID: PMC9724699 DOI: 10.1016/j.semarthrit.2022.152042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 05/11/2022] [Accepted: 06/02/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Using a representative sample of children with systemic lupus erythematosus (SLE) in the United States, we characterized prescription claim-based hydroxychloroquine and immunosuppressant adherence estimates and evaluated their concurrent and predictive validity. METHODS We identified children ages 5-18 with SLE in the Truven Health MarketScan® Commercial and Medicaid claims databases (2013-2018). Among new users of hydroxychloroquine and immunosuppressant medications, we calculated proportion of days covered (PDC) over 365 days to estimate adherence by user group (mycophenolate, azathioprine, methotrexate, and any immunosuppressant use). Agreement between adherence estimates was evaluated with intraclass correlation coefficients (ICC) and kappa statistics. Separate negative binomial regression models were used to estimate associations between (a) hydroxychloroquine, (b) immunosuppressant, or (c) concurrent immunosuppressant/hydroxychloroquine non-adherence and subsequent hospitalizations, adjusted for baseline demographics, disease severity, and healthcare utilization. RESULTS Among 423 new hydroxychloroquine/immunosuppressant users, 63% were Medicaid recipients. Sufficient adherence (PDC≥80%) ranged from 33 to 45% for immunosuppressants vs. 51-52% for hydroxychloroquine. Agreement between hydroxychloroquine and immunosuppressant adherence was modest overall, but better for mycophenolate (ICC 0.55) than methotrexate (0.27). Hydroxychloroquine non-adherence was associated with a 2.9-fold higher incidence of subsequent hospitalizations (95% CI [1.2-7.1]), whereas immunosuppressant and concurrent non-adherence were associated with 5.9 [2.4-14.6] and 5.6-fold [2.0-15.5] increased incidence, respectively. Use of concurrent adherence improved upon estimation of hospitalization risk compared to hydroxychloroquine adherence, but not immunosuppressant adherence alone. CONCLUSIONS Hydroxychloroquine adherence is an imperfect proxy for adherence to other lupus medications among children with SLE, and therefore assessing immunosuppressant adherence concurrently adds value to hydroxychloroquine adherence assessments. Prescription claims-based immunosuppressant adherence measures are predictive of acute care utilization and may inform population management strategies.
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Affiliation(s)
- Joyce C Chang
- Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia Research Institute, 2716 South St, Philadelphia, PA 19146, United States; Division of Immunology, Boston Children's Hospital and Harvard Medical School, 300 Longwood Ave, Boston, MA 02115, United States; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Blvd, Philadelphia, PA 19104, United States.
| | - Karen H Costenbader
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115, United States; Department of Medicine, Harvard Medical School, 25 Shattuck St, Boston, MA 02115, United States
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22
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Chang JC, Weiss PF, Xiao R, Atkinson MA, Wenderfer SE. Use of renin angiotensin aldosterone system inhibitors in children with lupus and time to glucocorticoid discontinuation. Kidney Int 2022; 102:395-404. [PMID: 35618096 PMCID: PMC9329244 DOI: 10.1016/j.kint.2022.04.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 03/07/2022] [Accepted: 04/08/2022] [Indexed: 02/06/2023]
Abstract
There is little data to inform use of renin angiotensin aldosterone system (RAAS) inhibitors in pediatric patients with systemic lupus erythematosus (SLE). Here, we sought to characterize RAAS inhibitor use in pediatric SLE, and determine whether early RAAS inhibitor initiation among children with incident lupus nephritis is associated with decreased duration of chronic glucocorticoid exposure. A retrospective cohort study was performed of children (ages 5-18) with SLE and/or lupus nephritis in the Truven MarketScanΤΜ Medicaid and Commercial databases (2013-2018) and estimated RAAS inhibitor use. Among incident nephritis cases, we used competing risk hazard models with inverse probability of treatment weighting to estimate the association between RAAS inhibitor initiation less than 180 days after diagnosis and time to glucocorticoid discontinuation with kidney failure as a competing event. Among 592 children with nephritis and 1407 children with non-kidney SLE, 67% and 15% ever received RAAS inhibitors, respectively. Median duration of RAAS inhibitor use among 323 incident users was 14 and 9 months in children with and without nephritis, respectively. Medicaid enrollment was independently associated with greater likelihood of RAAS inhibitor use, irrespective of nephritis. Among 158 incident nephritis cases, early RAAS inhibitor initiation was significantly associated with a faster rate of glucocorticoid discontinuation (adjusted sub-distribution hazard ratio 1.81, 95% confidence interval [1.09 - 3.00]). Thus, early initiation of RAAS inhibitors may have a role in children newly diagnosed with lupus nephritis; not only those with refractory proteinuria after induction therapy. Hence, integrated health systems data could be leveraged to confirm these findings and optimize adjunctive therapies in pediatric lupus.
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Affiliation(s)
- Joyce C Chang
- Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia Research Institute, Philadelphia PA; Division of Immunology, Boston Children's Hospital and Harvard Medical School, Boston MA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia PA.
| | - Pamela F Weiss
- Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia Research Institute, Philadelphia PA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia PA; Division of Rheumatology, The Children's Hospital of Philadelphia, Philadelphia PA
| | - Rui Xiao
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | | | - Scott E Wenderfer
- Pediatric Nephrology, Baylor College of Medicine, Texas Children's Hospital, Houston TX
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23
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Chang JC, Sears C, Torres V, Son MB. Racial Disparities in Renal Outcomes over Time among Hospitalized Children with Systemic Lupus Erythematosus. Arthritis Rheumatol 2022; 74:1430-1439. [PMID: 35384383 PMCID: PMC9339464 DOI: 10.1002/art.42127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 01/19/2022] [Accepted: 03/22/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVES Racial and ethnic minority groups have excess morbidity related to renal disease in pediatric-onset systemic lupus erythematosus (SLE). We evaluated temporal trends in renal outcomes and racial disparities among hospitalized children with SLE over 14 years. METHODS We identified patients ≤21 years-old with discharge diagnoses of SLE in the Pediatric Health Information System® inpatient database (2006-2019). Adverse renal outcomes included end-stage renal disease (ESRD), dialysis, or transplant, analyzed as a composite and separately. We estimated the odds of adverse renal outcomes at any hospitalization, or the first occurrence of an adverse renal outcome, adjusted for calendar period, patient characteristics, and clustering by hospital. We tested whether racial disparities differed by calendar period. RESULTS There were 20,893 admissions for 7,434 SLE patients, of which 32%, 16%, 12% and 8% were Black, Hispanic White, Hispanic Other and Asian, respectively. Proportions of admissions with adverse renal outcomes decreased over time (p<0.01). Black children remained at highest risk of adverse renal outcomes at any admission (OR 2.5, 95% CI [1.8-3.5] vs. non-Hispanic White). Black and Asian children remained at higher risk of incident adverse renal outcomes, driven by ESRD among Black children (OR 1.6 [1.2-2.1]) and dialysis among Asians (OR 1.7 [1.1-2.7]). Relative disparities did not change significantly over time. CONCLUSION Significant reductions in ESRD and dialysis occurred over time for children with SLE across all racial and ethnic groups. The lack of corresponding reductions in racial disparities highlights the need for targeted interventions to achieve greater treatment benefit among higher risk groups.
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Affiliation(s)
- Joyce C Chang
- Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia Research Institute.,Division of Immunology, Boston Children's Hospital and Harvard Medical School.,Division of Rheumatology, Children's Hospital of Philadelphia
| | - Cora Sears
- Division of Rheumatology, Children's Hospital of Philadelphia
| | | | - Mary Beth Son
- Division of Immunology, Boston Children's Hospital and Harvard Medical School
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24
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Underberg DL, Rivera AS, Sinha A, Feinstein MJ. Phenotypic Presentations of Heart Failure Among Patients With Chronic Inflammatory Diseases. Front Cardiovasc Med 2022; 9:784601. [PMID: 35369288 PMCID: PMC8965890 DOI: 10.3389/fcvm.2022.784601] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 01/24/2022] [Indexed: 12/20/2022] Open
Abstract
Objective Characterize incident heart failure (HF) phenotypes among patients with various chronic inflammatory diseases (CIDs). Background Several CIDs are associated with increased HF risk, but differences in HF phenotypes across CIDs are incompletely understood. No prior studies to our knowledge have manually adjudicated HF phenotypes across a CID spectrum. Methods We screened for patients with—and controls without—CIDs who had possible HF, then hand-adjudicated HF endpoints. Possible HF resulted from a single HF administrative code; HF was deemed definite/probable vs. absent using standardized, validated criteria. We queried adjudicated HF patients' charts to define specific HF phenotypes, then compared clinical, demographic, and HF phenotypic characteristics for HF patients with specific CIDs vs. non-CID controls using Fisher's exact test. Results Out of 415 possible HF patients, 192 had definite/probable HF. Significant differences in HF phenotypes existed across CIDs. Isolated right-sided HF was present in 27.8% of patients with SSc and adjudicated HF, which is more than twice as common as it was in any other CID. Left ventricular systolic dysfunction was most common in patients with HIV and lupus (SLE); mean LVEF was 45.0% ± 18.6% for HIV and 41.3% ± 17.1% for SLE, but was 57.7% ± 10.7% for SSc. Those with HIV and multiple CIDs were most likely to have coronary artery disease. Conclusions Different CIDs present with different phenotypes of physician-adjudicated HF, potentially reflecting different underlying inflammatory pathophysiologies. Larger studies are needed to confirm these findings, as are mechanistic studies focused on understanding specific immunoregulatory contributors to HF.
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Affiliation(s)
| | - Adovich S. Rivera
- Division of Cardiology, Department of Medicine, Chicago, IL, United States
| | - Arjun Sinha
- Division of Cardiology, Department of Medicine, Chicago, IL, United States
| | - Matthew J. Feinstein
- Division of Cardiology, Department of Medicine, Chicago, IL, United States
- Department of Preventive Medicine, Chicago, IL, United States
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- *Correspondence: Matthew J. Feinstein
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25
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Wenderfer SE, Chang JC, Goodwin Davies A, Luna IY, Scobell R, Sears C, Magella B, Mitsnefes M, Stotter BR, Dharnidharka VR, Nowicki KD, Dixon BP, Kelton M, Flynn JT, Gluck C, Kallash M, Smoyer WE, Knight A, Sule S, Razzaghi H, Bailey LC, Furth SL, Forrest CB, Denburg MR, Atkinson MA. Using a Multi-Institutional Pediatric Learning Health System to Identify Systemic Lupus Erythematosus and Lupus Nephritis: Development and Validation of Computable Phenotypes. Clin J Am Soc Nephrol 2022; 17:65-74. [PMID: 34732529 PMCID: PMC8763148 DOI: 10.2215/cjn.07810621] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 10/13/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND OBJECTIVES Performing adequately powered clinical trials in pediatric diseases, such as SLE, is challenging. Improved recruitment strategies are needed for identifying patients. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Electronic health record algorithms were developed and tested to identify children with SLE both with and without lupus nephritis. We used single-center electronic health record data to develop computable phenotypes composed of diagnosis, medication, procedure, and utilization codes. These were evaluated iteratively against a manually assembled database of patients with SLE. The highest-performing phenotypes were then evaluated across institutions in PEDSnet, a national health care systems network of >6.7 million children. Reviewers blinded to case status used standardized forms to review random samples of cases (n=350) and noncases (n=350). RESULTS Final algorithms consisted of both utilization and diagnostic criteria. For both, utilization criteria included two or more in-person visits with nephrology or rheumatology and ≥60 days follow-up. SLE diagnostic criteria included absence of neonatal lupus, one or more hydroxychloroquine exposures, and either three or more qualifying diagnosis codes separated by ≥30 days or one or more diagnosis codes and one or more kidney biopsy procedure codes. Sensitivity was 100% (95% confidence interval [95% CI], 99 to 100), specificity was 92% (95% CI, 88 to 94), positive predictive value was 91% (95% CI, 87 to 94), and negative predictive value was 100% (95% CI, 99 to 100). Lupus nephritis diagnostic criteria included either three or more qualifying lupus nephritis diagnosis codes (or SLE codes on the same day as glomerular/kidney codes) separated by ≥30 days or one or more SLE diagnosis codes and one or more kidney biopsy procedure codes. Sensitivity was 90% (95% CI, 85 to 94), specificity was 93% (95% CI, 89 to 97), positive predictive value was 94% (95% CI, 89 to 97), and negative predictive value was 90% (95% CI, 84 to 94). Algorithms identified 1508 children with SLE at PEDSnet institutions (537 with lupus nephritis), 809 of whom were seen in the past 12 months. CONCLUSIONS Electronic health record-based algorithms for SLE and lupus nephritis demonstrated excellent classification accuracy across PEDSnet institutions.
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Affiliation(s)
- Scott E. Wenderfer
- Pediatric Nephrology, Baylor College of Medicine, Texas Children’s Hospital, Houston, Texas
| | - Joyce C. Chang
- Pediatric Rheumatology, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Amy Goodwin Davies
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Ingrid Y. Luna
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Rebecca Scobell
- Pediatric Nephrology, Baylor College of Medicine, Texas Children’s Hospital, Houston, Texas,Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Cora Sears
- Pediatric Rheumatology, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Bliss Magella
- Pediatric Nephrology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Mark Mitsnefes
- Pediatric Nephrology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,Pediatrics, University of Cincinnati, Cincinnati, Ohio
| | - Brian R. Stotter
- Pediatric Nephrology, Hypertension and Pheresis, St. Louis Children’s Hospital, Washington University in St. Louis, St. Louis, Missouri
| | - Vikas R. Dharnidharka
- Pediatric Nephrology, Hypertension and Pheresis, St. Louis Children’s Hospital, Washington University in St. Louis, St. Louis, Missouri
| | - Katherine D. Nowicki
- Pediatric Rheumatology, University of Colorado School of Medicine, Aurora, Colorado
| | - Bradley P. Dixon
- Pediatric Nephrology, University of Colorado School of Medicine, Aurora, Colorado
| | - Megan Kelton
- Pediatrics, University of Washington, Seattle, Washington,Nephrology, Seattle Children’s Hospital, Seattle, Washington
| | - Joseph T. Flynn
- Pediatrics, University of Washington, Seattle, Washington,Nephrology, Seattle Children’s Hospital, Seattle, Washington
| | - Caroline Gluck
- Pediatric Nephrology, Nemours/Alfred I. DuPont Hospital for Children, Wilmington, Delaware
| | - Mahmoud Kallash
- Center for Clinical and Translational Research, Nationwide Children’s Hospital, Columbus, Ohio,Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, Ohio
| | - William E. Smoyer
- Center for Clinical and Translational Research, Nationwide Children’s Hospital, Columbus, Ohio,Department of Pediatrics, Nationwide Children’s Hospital, The Ohio State University, Columbus, Ohio
| | - Andrea Knight
- Pediatric Rheumatology, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Sangeeta Sule
- Pediatric Rheumatology, George Washington University, Children’s National Medical Center, Washington, DC
| | - Hanieh Razzaghi
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - L. Charles Bailey
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania,Pediatrics, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Susan L. Furth
- Pediatrics, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christopher B. Forrest
- Applied Clinical Research Center, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania,Pediatrics, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Michelle R. Denburg
- Pediatrics, Perelman School of Medicine at the University of Pennsylvania, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Center for Pediatric Clinical Effectiveness, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
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26
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Sinha A, Rivera AS, Chadha SA, Prasada S, Pawlowski AE, Thorp E, DeBerge M, Ramsey-Goldman R, Lee YC, Achenbach CJ, Lloyd-Jones DM, Feinstein MJ. Comparative Risk of Incident Coronary Heart Disease Across Chronic Inflammatory Diseases. Front Cardiovasc Med 2021; 8:757738. [PMID: 34859072 PMCID: PMC8631433 DOI: 10.3389/fcvm.2021.757738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 10/22/2021] [Indexed: 11/18/2022] Open
Abstract
Background: Chronic inflammatory diseases (CIDs) are considered risk enhancing factors for coronary heart disease (CHD). However, sparse data exist regarding relative CHD risks across CIDs. Objective: Determine relative differences in CHD risk across multiple CIDs: psoriasis, rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), human immunodeficiency virus (HIV), systemic sclerosis (SSc), and inflammatory bowel disease (IBD). Methods: The cohort included patients with CIDs and controls without CID in an urban medical system from 2000 to 2019. Patients with CIDs were frequency-matched with non-CID controls on demographics, hypertension, and diabetes. CHD was defined as myocardial infarction (MI), ischemic heart disease, and/or coronary revascularization based on validated administrative codes. Multivariable-adjusted Cox models were used to determine the risk of incident CHD and MI for each CID relative to non-CID controls. In secondary analyses, we compared CHD risk by disease severity within each CID. Results: Of 17,049 patients included for analysis, 619 had incident CHD (202 MI) over an average of 4.4 years of follow-up. The multivariable-adjusted risk of CHD was significantly higher for SLE [hazard ratio (HR) 1.9, 95% confidence interval (CI) 1.2, 3.2] and SSc (HR 2.1, 95% CI 1.2, 3.9). Patients with SLE also had a significantly higher risk of MI (HR 3.6, 95% CI 1.9, 6.8). When CIDs were categorized by markers of disease severity (C-reactive protein for all CIDs except HIV, for which CD4 T cell count was used), greater disease severity was associated with higher CHD risk across CIDs. Conclusions: Patients with SLE and SSc have a higher risk of CHD. CHD risk with HIV, RA, psoriasis, and IBD may only be elevated in those with greater disease severity. Clinicians should personalize CHD risk and treatment based on type and severity of CID.
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Affiliation(s)
- Arjun Sinha
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Adovich S. Rivera
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Institute for Public Health and Management, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Simran A. Chadha
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Sameer Prasada
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Anna E. Pawlowski
- Northwestern Medicine Enterprise Data Warehouse, Northwestern University, Chicago, IL, United States
| | - Edward Thorp
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Matthew DeBerge
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Rosalind Ramsey-Goldman
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Yvonne C. Lee
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Chad J. Achenbach
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Donald M. Lloyd-Jones
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Matthew J. Feinstein
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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27
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Williams JN, Xu C, Costenbader KH, Bermas BL, Pace LE, Feldman CH. Racial Differences in Contraception Encounters and Dispensing Among Female Medicaid Beneficiaries With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2021; 73:1396-1404. [PMID: 32526084 PMCID: PMC7728620 DOI: 10.1002/acr.24346] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 06/02/2020] [Indexed: 11/07/2022]
Abstract
OBJECTIVE African American and Hispanic women with systemic lupus erythematosus (SLE) have the highest rates of potentially avoidable pregnancy complications, yet racial disparities in family planning among reproductive-age women with SLE have not been well-studied. Our objective was to examine whether there are racial differences in contraception encounters and dispensing among US Medicaid-insured women with SLE. METHODS Using Medicaid claims data from 2000-2010, we identified women ages 18-50 years with SLE. We examined contraception encounters and uptake over 24 months. We used multivariable logistic regression to estimate the odds ratio and 95% confidence interval by race/ethnicity of contraception encounters, any contraception dispensing, and highly effective contraception (HEC) use, adjusted for age, region, year, SLE severity, and contraindication to estrogen. We also compared contraception encounters and dispensing among women with SLE to the general population and women with diabetes mellitus. RESULTS We identified 24,693 reproductive-age women with SLE; 43% were African American, 35% White, 15% Hispanic, 4% Asian, 2% other race, and 1% American Indian/Alaska Native. Nine percent had a contraceptive visit, 10% received any contraception, and 2% received HEC. Compared to White women, African American and Asian women had lower odds of contraception dispensing, and African American women had lower odds of HEC use. Women with SLE were more likely to receive HEC than the general population and women with diabetes mellitus. CONCLUSION In this study of reproductive-age women with SLE, African American and Asian women had lower odds of contraception dispensing and African American women had lower odds of HEC use. Further study is needed to understand the factors driving these racial disparities among this population.
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Affiliation(s)
- Jessica N. Williams
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Chang Xu
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Karen H. Costenbader
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bonnie L. Bermas
- University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Lydia E. Pace
- Division of Women’s Health, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Candace H. Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Lenert A, Russell MJ, Segerstrom S, Kim S. Accuracy of US Administrative Claims Codes for the Diagnosis of Autoinflammatory Syndromes. J Clin Rheumatol 2021; 27:278-281. [PMID: 32028307 DOI: 10.1097/rhu.0000000000001319] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine the accuracy of case definitions for autoinflammatory syndromes (AISs) based on administrative claims codes compared with rheumatology records in the electronic medical record (EMR). METHODS An AIS screening filter of administrative codes was applied to a large tertiary care EMR database to extract all possible AIS cases. We manually chart reviewed all patients who were evaluated by a rheumatologist to determine their reference standard diagnosis of adult onset Still's disease (AOSD), Behçet's disease (BD), and familial Mediterranean fever (FMF). We calculated sensitivity, specificity, positive predictive values, negative predictive values, and area under the receiver operating characteristic curve of specific codes for diagnosing AIS subtypes. RESULTS We identified 273 individuals with possible AIS, of which 72 (26.4%) had a true AIS diagnosis, including 24 with AOSD, 32 with BD, and 9 with FMF. For all 3 AIS subtypes, the estimates of specificities and negative predictive values for specific administrative codes were excellent (>95%). Sensitivity estimates were excellent (>89%) for BD and FMF codes and lower for AOSD (46%-50%). Positive predictive values were excellent for BD (>99%) and AOSD (>86%) and lower for FMF (>53%). Area under the receiver operating characteristic curve estimates were excellent for BD (97%-98%) and FMF (93%) and very good for AOSD (75%). CONCLUSIONS This is the first study to characterize the accuracy of specific administrative codes for the diagnosis of AOSD, BD, and FMF in a large tertiary care EMR. Validation in external EMRs and linked EMR-administrative databases is needed to enable future clinical outcomes research of AIS.
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Affiliation(s)
- Aleksander Lenert
- From the Division of Immunology, Department of Internal Medicine, University of Iowa, Iowa City, IA
| | | | | | - Sujin Kim
- Division of Biomedical Informatics, College of Medicine
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Lokhandwala T, Coutinho AD, Bell CF. Retrospective Analysis of Disease Severity, Health Care Resource Utilization, and Costs Among Patients Initiating Belimumab for the Treatment of Systemic Lupus Erythematosus. Clin Ther 2021; 43:1320-1335. [PMID: 34243966 DOI: 10.1016/j.clinthera.2021.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 05/21/2021] [Accepted: 06/14/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE The goal of this study was to evaluate clinical and economic outcomes associated with the initiation of intravenous (IV) belimumab for the treatment of systemic lupus erythematosus (SLE) in clinical practice in the United States. METHODS This retrospective study used administrative claims data from the IBM MarketScan Commercial Claims and Encounters Database and the Medicare Supplemental and Coordination of Benefits Database. Data for patients with SLE who initiated (index) IV belimumab were collected for the 12 months before (pre-index) and the 12 months after (post-index) belimumab initiation. Outcomes included SLE disease severity and flares, all-cause health care resource utilization (HCRU) and health care costs, and hospital-based costs and service visits. Post hoc analyses of total hospital-based costs were conducted to further explore drivers of mean post-index costs. FINDINGS Baseline characteristics (N = 908) are as follows: female, 93.4%; mean (SD) age, 45.6 (11.9) years; mean Charlson Comorbidity Index score, 0.9 (2.0); and moderate or severe disease, 94.9%. Disease activity (SLE flare episodes) was significantly reduced between the pre-index and post-index periods (severe flares, 16.4% vs 10.1% [P < 0.0001]; moderate flares, 92.1% vs 85.6% [P < 0.0001]; and mild flares, 77.4% vs 71.1%; [P = 0.0003]). The proportion of patients receiving oral corticosteroids (OCS) was reduced between the pre-index and post-index periods, especially among patients at higher OCS thresholds (prednisone-equivalent dose: ≥60 mg/d, 7.3% vs 4.2%; >40 mg/d, 14.1% vs 7.9%). From the pre-index to the post-index period, few differences in HCRU were observed, although all-cause physician office visits, outpatient visits, and unique prescriptions filled increased significantly. In the 12-month post-index period, patients had a mean of 12.2 (9.0) encounters (eg, outpatient visit or prescription) associated with IV belimumab. All-cause total, medical, and pharmacy costs increased from the pre-index to the post-index period. Mean all-cause hospital-based costs increased from the pre-index to the post-index period ($7735 [26,603] vs $11,030 [88,086]; P = 0.396). However, the 75th, 90th, and 95th percentile costs decreased from the pre-index to the post-index period ($305, $2107, and $3861, respectively). IMPLICATIONS After initiation of IV belimumab, disease activity (number of moderate and severe SLE flares) and use of OCS were significantly reduced. However, HCRU and costs, including hospital-based costs, were generally greater in the post-index period. Further studies will increase understanding of SLE, with the specific goals of incorporating disease activity measures and long-term outcomes in studies of HCRU, costs, and patient outcomes.
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Ulrich EH, So G, Zappitelli M, Chanchlani R. A Review on the Application and Limitations of Administrative Health Care Data for the Study of Acute Kidney Injury Epidemiology and Outcomes in Children. Front Pediatr 2021; 9:742888. [PMID: 34778133 PMCID: PMC8578942 DOI: 10.3389/fped.2021.742888] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 09/03/2021] [Indexed: 11/13/2022] Open
Abstract
Administrative health care databases contain valuable patient information generated by health care encounters. These "big data" repositories have been increasingly used in epidemiological health research internationally in recent years as they are easily accessible and cost-efficient and cover large populations for long periods. Despite these beneficial characteristics, it is also important to consider the limitations that administrative health research presents, such as issues related to data incompleteness and the limited sensitivity of the variables. These barriers potentially lead to unwanted biases and pose threats to the validity of the research being conducted. In this review, we discuss the effectiveness of health administrative data in understanding the epidemiology of and outcomes after acute kidney injury (AKI) among adults and children. In addition, we describe various validation studies of AKI diagnostic or procedural codes among adults and children. These studies reveal challenges of AKI research using administrative data and the lack of this type of research in children and other subpopulations. Additional pediatric-specific validation studies of administrative health data are needed to promote higher volume and increased validity of this type of research in pediatric AKI, to elucidate the large-scale epidemiology and patient and health systems impacts of AKI in children, and to devise and monitor programs to improve clinical outcomes and process of care.
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Affiliation(s)
- Emma H Ulrich
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Gina So
- Department of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Michael Zappitelli
- Division of Nephrology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Rahul Chanchlani
- Institute of Clinical and Evaluative Sciences, Ontario, ON, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.,Division of Pediatric Nephrology, Department of Pediatrics, McMaster University, Hamilton, ON, Canada
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Feldman CH, Xu C, Williams J, Collins JE, Costenbader KH. Patterns and predictors of recurrent acute care use among Medicaid beneficiaries with systemic lupus erythematosus. Semin Arthritis Rheum 2020; 50:1428-1436. [PMID: 32252975 PMCID: PMC7483304 DOI: 10.1016/j.semarthrit.2020.02.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 02/20/2020] [Accepted: 02/25/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVES We aimed to identify longitudinal patterns and predictors of acute care use (emergency department [ED] visits and hospitalizations) among individuals with SLE enrolled in Medicaid, the largest U.S. public insurance. METHODS Using Medicaid data (29 states, 2000-2010) we identified 18-65-year-olds with SLE (≥3 SLE ICD-9 codes, 3rd code=index date), ≥12 months of enrollment prior to the index date and ≥24 months post. For each 90-day interval post index date, patients were assigned binary indicators (1=≥1 ED visit or hospitalization, 0=none). We used group-based trajectory models to graph patterns of overall and SLE-specific acute care use, and multinomial logistic regression models to examine predictors. RESULTS Among 40,381 SLE patients, the mean age was 40.8 (SD 11.9). Using a three-group trajectory model, 2,342 (6%) were recurrent all-cause high acute care utilizers, 12,932 (32%) moderate, 25,107 (62%) infrequent; 25% were moderate or high utilizers for SLE. There were higher odds of all-cause, recurrent acute care use (vs. infrequent) among patients with severe vs. mild SLE (OR 3.37, 95% CI 3.0-3.78), chronic pain (odds ratio [OR] 1.63, 95% CI 1.15-2.32), depression (OR 1.90 95% CI 1.74-2.09), and cardiovascular disease (OR 2.29, 95% CI 2.08-2.52). Older age, male sex and hydroxychloroquine use were associated with lower odds of recurrent overall and SLE-specific acute care use. CONCLUSION Nearly 40% of Medicaid beneficiaries with SLE are recurrent all-cause acute care utilizers; 25% have recurrent use for SLE. Modifiable factors, including outpatient management of SLE and comorbidities, may reduce avoidable acute care use.
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Affiliation(s)
- Candace H Feldman
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, United States.
| | - Chang Xu
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, United States
| | - Jessica Williams
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, United States
| | - Jamie E Collins
- OrACORe, Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, MA, United States
| | - Karen H Costenbader
- Division of Rheumatology, Inflammation and Immunity, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, United States
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Li T, Lee I, Jayakumar D, Huang X, Xie Y, Eisen S, Ranganathan P. Development and validation of lupus nephritis case definitions using United States veterans affairs electronic health records. Lupus 2020; 30:518-526. [PMID: 33176569 DOI: 10.1177/0961203320973267] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE International Classification of Diseases (ICD) codes are commonly used to identify patients with rare diseases in electronic health records (EHRs). However, misclassification is common, impacting the validity of study results. In this study, we compared the accuracies of several ICD-based case definitions of lupus nephritis (LN) in identifying United States veterans with LN. METHODS Using the Department of Veterans Affairs (VA) EHR, we identified all veterans with ≥1 ICD-9 or 10 diagnostic codes for systemic lupus erythematosus (SLE) between October 1, 1999 and September 30, 2017. A cohort was randomly selected for diagnostic validation and 9 ICD-based LN case definitions were applied to this cohort. The diagnostic accuracy of each definition was assessed against gold standard criterion of biopsy-proven LN. RESULTS 18,420 veterans had ≥1 ICD-9 or 10 diagnostic codes for SLE; 981 were randomly selected for diagnostic validation. 95 veterans (9.7%) had biopsy-proven LN. The case definitions had high specificity and NPV but variable sensitivity and PPV. The definition containing ≥2 ICD -9 codes for SLE and ≥2 nephritis indicators had the highest combination of sensitivity and specificity (87.4% and 94.6% respectively). ICD-10 code for LN had high specificity (99.8%) and PPV (93.9%). CONCLUSION ICD-based case definitions of LN in the VA population have high specificity and NPV but variable sensitivity and PPV. Our results may help guide the design of future LN studies in VA cohorts. The choice of specific case definitions depends on the relative importance of different accuracy measures to individual studies.
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Affiliation(s)
- Tingting Li
- Division of Nephrology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA.,Clinical Epidemiology Center, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA
| | - Iris Lee
- Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Division of Rheumatology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
| | - Divya Jayakumar
- Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Division of Rheumatology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
| | - Xinliang Huang
- Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Division of Rheumatology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
| | - Yan Xie
- Clinical Epidemiology Center, VA Saint Louis Health Care System, Saint Louis, MO, USA
| | - Seth Eisen
- Clinical Epidemiology Center, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Division of Rheumatology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
| | - Prabha Ranganathan
- Research and Education Service, VA Saint Louis Health Care System, Saint Louis, MO, USA.,Division of Rheumatology, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
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Disparities in Lupus and Lupus Nephritis Care and Outcomes Among US Medicaid Beneficiaries. Rheum Dis Clin North Am 2020; 47:41-53. [PMID: 34042053 DOI: 10.1016/j.rdc.2020.09.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Systemic lupus erythematosus (SLE) is a serious chronic autoimmune disease with substantial morbidity and mortality. Although improved diagnostics and therapeutics have contributed to declining mortality rates, important disparities exist in SLE survival rates by race, ethnicity, gender, age, country, and social disadvantage. This review highlights the burden of SLE and lupus nephritis among Medicaid beneficiaries, outlines barriers in access to high-quality SLE care and medication adherence in the Medicaid SLE population, and summarizes disparities in adverse outcomes among SLE patients enrolled in Medicaid.
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Chang JC, Davis AM, Klein-Gitelman MS, Cidav Z, Mandell DS, Knight AM. Impact of Psychiatric Diagnosis and Treatment on Medication Adherence in Youth With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2020; 73:30-38. [PMID: 32937032 DOI: 10.1002/acr.24450] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 09/08/2020] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Youth with systemic lupus erythematosus (SLE) experience high rates of psychiatric comorbidities, which may affect medication adherence. We undertook this study to examine the association between psychiatric disorders and hydroxychloroquine adherence and to determine whether psychiatric treatment modifies this association. METHODS We identified incident hydroxychloroquine users among youth with SLE (ages 10-24 years) using de-identified US commercial insurance claims in Optum Clinformatics Data Mart (2000-2016). Adherence was estimated using medication possession ratios (MPRs) over a 365-day time period. Multivariable linear regression models were used to estimate the effect of having any psychiatric disorder on MPRs, as well as the independent effects of depression, anxiety, adjustment, and other psychiatric disorders. We tested for interactions between psychiatric diagnoses and treatment with psychotropic medications or psychotherapy. RESULTS Among 873 subjects, 20% had a psychiatric diagnosis, most commonly depression. Only adjustment disorders were independently associated with decreased MPRs (β -0.12, P = 0.05). We observed significant crossover interactions, in which psychiatric disorders had opposite effects on adherence depending on the receipt of psychiatric treatment. Among youth with any psychiatric diagnosis, psychotropic medication use was associated with a 0.15 increase in the MPR compared with no psychotropic medication use (P = 0.02 for interaction). Among youth with depression or anxiety, psychotherapy was also associated with a higher MPR compared with no psychotherapy (P = 0.05 and P < 0.01 for interaction, respectively). CONCLUSION The impact of psychiatric disorders on medication adherence differed by whether youth had received psychiatric treatment. Improving recognition and treatment of psychiatric conditions may increase medication adherence in youth with SLE.
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Affiliation(s)
- Joyce C Chang
- Children's Hospital of Philadelphia Research Institute and Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Alaina M Davis
- Monroe Carell Jr. Children's Hospital at Vanderbilt, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Marisa S Klein-Gitelman
- Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Zuleyha Cidav
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - David S Mandell
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Andrea M Knight
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania, and Hospital for Sick Children, Toronto, Ontario, Canada
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Schmajuk G, Li J, Evans M, Anastasiou C, Kay JL, Yazdany J. Quality of care for patients with SLE: data from the American College of Rheumatology's RISE registry. Arthritis Care Res (Hoboken) 2020; 74:179-186. [PMID: 32937019 DOI: 10.1002/acr.24446] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 08/28/2020] [Accepted: 09/08/2020] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Although multiple national quality measures focus on the management and safety of rheumatoid arthritis, few measures address the care of patients with SLE. We applied a group of quality measures relevant to the care of SLE patients and used the ACR's RISE registry to assess nationwide variations in care. METHODS Data derived from RISE and included patients with ≥2 visits with SLE codes ≥30 days apart in 2017-2018. We calculated performance on 5 quality measures: renal disease screening; blood pressure assessment and management; hydroxychloroquine (HCQ) prescribing; safe dosing for HCQ; and prolonged glucocorticoid use at doses > 7.5 mg/day. We reported performance on these measures at the practice level. We used logistic regression to assess independent predictors of performance after adjusting for sociodemographic and utilization factors. RESULTS We included 27,567 unique patients from 186 practices; 91.7% were female, 48% white, with mean age 53.5±15.2 years. Few patients had adequate screening for the development of renal manifestations (39.5%). Although blood pressure assessment was common (94.4%), a meaningful fraction had untreated hypertension (17.7%). Many received HCQ (71.5%), but only 62% at doses ≤ 5.0 mg/kg/day. Some received at least moderate-dose steroids for ≥ 90 days (18.5%). We observed significant practice variation on every measure. CONCLUSION We found potential gaps in care for patients with SLE across the U.S. Although some performance variation may be explained by differences in disease severity, dramatic differences suggest that developing quality measures to address important health care processes in SLE may improve care.
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Affiliation(s)
- Gabriela Schmajuk
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States.,Philip R. Lee Institute for Health Policy Research, Department of Medicine, University of California, San Francisco.,San Francisco Veterans Affairs Medical Center, San Francisco, California, United States
| | - Jing Li
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States
| | - Michael Evans
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States
| | - Christine Anastasiou
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States
| | - Julia L Kay
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, United States
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Davis A, Chang J, Shapiro S, Klein-Gitelman M, Faerber J, Katcoff H, Cidav Z, Mandell DS, Knight A. Immunomodulatory Medication Use in Newly Diagnosed Youth With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2020; 73:1672-1677. [PMID: 32702144 DOI: 10.1002/acr.24392] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/14/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To examine glucocorticoid-sparing immunomodulatory medication use in youth with systemic lupus erythematosus (SLE) during their first year of care. METHODS We conducted a retrospective cohort study using administrative claims for 2000 to 2013 from Clinformatics DataMart for youth ages 10-24 years with an incident diagnosis of SLE (≥3 International Classification of Diseases, Ninth Revision codes for SLE [710.0], each >30 days apart). We determined the proportion of subjects filling a prescription for immunomodulatory medications within 12 months of the first SLE code (index date). We used multivariable regression to examine associations between demographic/disease factors and time to prescription fill in the first year, and also between prescription fill at any time after the index date. RESULTS We identified 532 youth with an incident SLE diagnosis, of which 413 (78%) had a glucocorticoid-sparing immunomodulatory prescription fill in the first year. Prescriptions for hydroxychloroquine and immunosuppressants were filled in the first year by 366 youth (69%) and by 182 (34%), respectively. Those with adult-onset (versus childhood-onset) disease were less likely to fill an immunomodulatory medication by 12 months. No other statistically significant associations were found, although there was increasing likelihood of immunomodulatory medication fills with each subsequent calendar year. CONCLUSION Among youth with newly diagnosed SLE, hydroxychloroquine use is prevalent although not universal, and prescription immunosuppressant use is notably low during the first year of care. Further research is needed to identify factors contributing to suboptimal immunomodulatory medication use during the first year of care.
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Affiliation(s)
- Alaina Davis
- Vanderbilt University School of Medicine and Monroe Carell Junior Children's Hospital at Vanderbilt, Nashville, Tennessee
| | - Joyce Chang
- Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia
| | | | - Marisa Klein-Gitelman
- Northwestern University Feinberg School of Medicine and Robert H. Laurie Children's Hospital of Chicago, Evanston, Illinois
| | | | - Hannah Katcoff
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Zuleyha Cidav
- University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - David S Mandell
- University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Andrea Knight
- University of Toronto and Hospital for Sick Children, Toronto, Ontario, Canada, and Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia
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Prasada S, Rivera A, Nishtala A, Pawlowski AE, Sinha A, Bundy JD, Chadha SA, Ahmad FS, Khan SS, Achenbach C, Palella FJ, Ramsey-Goldman R, Lee YC, Silverberg JI, Taiwo BO, Shah SJ, Lloyd-Jones DM, Feinstein MJ. Differential Associations of Chronic Inflammatory Diseases With Incident Heart Failure. JACC. HEART FAILURE 2020; 8:489-498. [PMID: 32278678 PMCID: PMC7261254 DOI: 10.1016/j.jchf.2019.11.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 11/26/2019] [Accepted: 11/29/2019] [Indexed: 12/18/2022]
Abstract
OBJECTIVES The purpose of this study was to compare the risks of incident heart failure (HF) among a variety of chronic inflammatory diseases (CIDs) and to determine whether risks varied by severity of inflammation within each CID. BACKGROUND Individuals with CIDs are at elevated risk for cardiovascular diseases, but data are limited regarding risk for HF. METHODS An electronic health records database from a large urban medical system was examined, comparing individuals with CIDs with frequency-matched controls without CIDs, all of whom were receiving regular outpatient care. Rates of incident HF were determined by using the Kaplan-Meier method and subsequently used multivariate-adjusted proportional hazards models to compare HF risks for each CID. Exploratory analyses determined HF risks by proxy measurement of CID severity. RESULTS Of 37,636 patients (n = 18,278 patients with CIDs; and n = 19,358 controls without CIDs) there were 960 incident HF cases over a median of 3.6 years. Risks for incident HF were significantly or borderline significantly elevated for patients with systemic sclerosis (hazard ratio [HR]: 7.26; 95% confidence interval [CI]: 5.72 to 9.21; p < 0.01), systemic lupus erythematosus (HR: 3.15; 95% CI: 2.41 to 4.11; p < 0.01), rheumatoid arthritis (HR: 1.39; 95% CI: 1.13 to 1.71; p < 0.01), and human immunodeficiency virus (HR: 1.28; 95% CI: 0.99 to 1.66; p = 0.06). There was no association between psoriasis or inflammatory bowel disease and incident HF, although patients with those CIDs with higher levels of C-reactive protein had higher risks for HF than controls. CONCLUSIONS Systemic sclerosis and systemic lupus erythematosus were associated with the highest risks of HF, followed by rheumatoid arthritis and HIV. Measurements of inflammation were associated with HF risk across different CIDs.
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Affiliation(s)
- Sameer Prasada
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Adovich Rivera
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Arvind Nishtala
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Anna E Pawlowski
- Northwestern Medicine Enterprise Data Warehouse, Northwestern University, Chicago, Illinois
| | - Arjun Sinha
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Joshua D Bundy
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Simran A Chadha
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Faraz S Ahmad
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Sadiya S Khan
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Chad Achenbach
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Frank J Palella
- Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Rosalind Ramsey-Goldman
- Division of Rheumatology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Yvonne C Lee
- Division of Rheumatology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Jonathan I Silverberg
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Dermatology and Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Babafemi O Taiwo
- Division of Infectious Diseases, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Sanjiv J Shah
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Donald M Lloyd-Jones
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Matthew J Feinstein
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
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Feldman CH, Collins J, Zhang Z, Xu C, Subramanian SV, Kawachi I, Solomon DH, Costenbader KH. Azathioprine and Mycophenolate Mofetil Adherence Patterns and Predictors Among Medicaid Beneficiaries With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2020; 71:1419-1424. [PMID: 30354025 DOI: 10.1002/acr.23792] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 10/16/2018] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Azathioprine (AZA) and mycophenolate mofetil (MMF) are immunosuppressants frequently used in the treatment of moderate-to-severe systemic lupus erythematosus (SLE). We studied longitudinal patterns and predictors of adherence to AZA and MMF in a nationwide US SLE cohort. METHODS In the Medicaid Analytic eXtract (2000-2010) database, we identified patients with SLE who initiated AZA or MMF (no use in the prior 6 months) with ≥12 months of continuous follow-up. We dichotomized adherence at 80%, with ≥24 of 30 days per month considered adherent. We used group-based trajectory models to estimate monthly adherence patterns and multivariable multinomial logistic regression to determine the association between demographic, SLE and utilization-related predictors, and the odds ratios (OR) of belonging to a nonadherent versus the adherent trajectory, separately for AZA and MMF. RESULTS We identified 2,309 AZA initiators and 2,070 MMF initiators with SLE. Four-group trajectory models classified 17% of AZA and 21% of MMF initiators as adherent. AZA and MMF nonadherers followed similar trajectory patterns. African American race (OR 1.67 [95% confidence interval (95% CI) 1.20-2.31]) and Hispanic ethnicity (OR 1.58 [95% CI 1.06-2.35]) increased odds of AZA nonadherence; there were no significant associations between race/ethnicity and MMF nonadherence. Male sex and polypharmacy were associated with lower odds of nonadherence to both medications; lupus nephritis was associated with lower odds of nonadherence to MMF (OR 0.74 [95% CI 0.55-0.99]). CONCLUSION Adherence to AZA or MMF over the first year of use was rare. Race, sex, and lupus nephritis were modestly associated with adherence, but the magnitude, direction, and significance of predictors differed by medication, suggesting the complexity of predicting adherence behavior.
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Affiliation(s)
| | | | - Zhi Zhang
- Brigham and Women's Hospital, Boston, Massachusetts
| | - Chang Xu
- Brigham and Women's Hospital, Boston, Massachusetts
| | - S V Subramanian
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Ichiro Kawachi
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
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Bell CF, Priest J, Stott-Miller M, Kan H, Amelio J, Song X, Limone B, Noxon V, Costenbader KH. Real-world treatment patterns, healthcare resource utilisation and costs in patients with systemic lupus erythematosus treated with belimumab: a retrospective analysis of claims data in the USA. Lupus Sci Med 2020; 7:e000357. [PMID: 32341790 PMCID: PMC7174061 DOI: 10.1136/lupus-2019-000357] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 01/29/2020] [Accepted: 02/17/2020] [Indexed: 11/08/2022]
Abstract
Objective To examine the effects of belimumab initiation on healthcare resource utilisation (HCRU) and costs in SLE. Methods This retrospective observational cohort study used healthcare administrative claims data from the IBM MarketScan Commercial Claims and Encounters Database to identify patients with SLE billing codes who received ≥1 intravenous belimumab infusion between March 2011 and December 2015. The first belimumab administration was the ‘index date’. During the 6-month postindex period, nine belimumab infusions were recommended: three during the initiation period and six during the maintenance period. HCRU and cost data for inpatient admissions, emergency department visits, physician office visits, hospital-based outpatient visits, laboratory services, other outpatient services and outpatient pharmacy prescriptions were compared in the 6-month pre/postindex periods. Results Of the 1879 patients with SLE included, 43% received ≥3 intravenous initiation administrations. An average of 5.3 (SD: 2.4) of the nine recommended belimumab administrations were received within 6 months. In the 6-month preindex versus postindex periods, significant reductions were noted for inpatient hospitalisations (18% vs 9%, p<0.001; mean visits: 0.3 vs 0.14, p<0.001) and emergency department visits (40% vs 24%, p<0.001; mean visits; 3.53 vs 1.96, p<0.001). Mean total costs were higher in the 6-month postindex versus preindex period ($41 426 vs $29 270; p<0.001). Conclusions In this study of real-world intravenous belimumab for SLE, adherence to recommended infusion schedules was low. Outpatient healthcare and associated costs were higher in the 6 months after belimumab was initiated, although inpatient costs were lower. Reasons for non-adherence with belimumab and implications should be investigated.
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Affiliation(s)
- Christopher F Bell
- US Value, Evidence and Outcomes, GSK, Research Triangle Park, North Carolina, USA
| | - Julie Priest
- US Health Outcomes, ViiV Healthcare, Research Triangle Park, North Carolina, USA
| | | | - Hong Kan
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.,Global Patient Outcomes and Real World Evidence, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Justyna Amelio
- Epidemiology, Value Evidence and Outcomes, GSK, Stevenage, UK
| | - Xue Song
- IBM Watson Health, Cambridge, Massachusetts, USA
| | | | | | - Karen H Costenbader
- Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Feldman CH, Costenbader KH, Solomon DH, Subramanian SV, Kawachi I. Area-Level Predictors of Medication Nonadherence Among US Medicaid Beneficiaries With Lupus: A Multilevel Study. Arthritis Care Res (Hoboken) 2020; 71:903-913. [PMID: 30055088 DOI: 10.1002/acr.23721] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 07/24/2018] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Adherence to hydroxychloroquine (HCQ) treatment in patients with systemic lupus erythematous (SLE) is suboptimal. Although individual-level factors, including younger age and non-white race/ethnicity, have been implicated, contextual factors have not been explored. The aim of this study was to investigate the effect of contextual factors, including racial composition, socioeconomic status, and the concentration of health care resources, on adherence to HCQ among SLE patients enrolled in Medicaid. METHODS We identified SLE patients from 28 states in the US who enrolled in Medicaid (2000-2010) and in whom HCQ treatment was newly initiated (no use for ≥6 months). We required 12 months of continuous enrollment with complete drug dispensing data and measured adherence using the proportion of days covered (PDC). We identified individual-level variables from Medicaid, zip code-level, county-level and state-level sociodemographic variables from the American Community Survey, and health resources from Area Health Resources Files. We used 4-level hierarchical multivariable logistic regression models to examine the odds ratios (ORs) and 95% credible intervals (95% CrIs) of adherence (PDC ≥80%) versus nonadherence. RESULTS Among 10,268 patients with SLE in whom HCQ treatment was initiated, 15% were adherent to treatment. After we adjusted for individual-level characteristics, we observed lower odds of adherence among patients living in zip code areas with a higher percentage of black individuals (highest tertile OR 0.81 [95% CrI 0.69-0.96] versus lowest tertile). This association persisted after controlling for area-level educational attainment, percent below federal poverty level (FPL), urbanicity, and health care resources. We did not observe statistically significant associations with zip code-level percent Hispanic, percent white, education, or percent below FPL. The odds of adherence were higher in counties with more hospitals (OR 1.30 [95% CrI 1.07-1.58]). CONCLUSION Among Medicaid beneficiaries with SLE, we observed significant effects of racial composition and hospital concentration on HCQ adherence. Interventions that acknowledge and address contextual factors should be considered in order to reduce high rates of nonadherence in vulnerable populations.
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Affiliation(s)
| | | | | | - S V Subramanian
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Ichiro Kawachi
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
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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: 1.6] [Reference Citation Analysis] [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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Yu KG, Shen JJ, Kim PC, Kim SJ, Lee SW, Byun D, Yoo JW, Hwang J. Trends of Hospital Palliative Care Utilization and Its Associated Factors Among Patients With Systemic Lupus Erythematosus in the United States From 2005 to 2014. Am J Hosp Palliat Care 2019; 37:164-171. [PMID: 31793335 DOI: 10.1177/1049909119891999] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To investigate trends and associated factors of utilization of hospital palliative care among patients with systemic lupus erythematosus (SLE) and analyze its impact on length of hospital stay, hospital charges, and in-hospital mortality. METHODS Using the 2005-2014 National Inpatient Sample in the United States, the compound annual growth rate was used to investigate the temporal trend of utilization of hospital palliative care. Multivariate multilevel logistic regression analyses were performed to analyze the association with patient-related factors, hospital factors, length of stay, in-hospital mortality, and hospital charges. RESULTS The overall proportion of utilization of hospital palliative care for the patient with SLE was 0.6% over 10 years. It increased approximately 12-fold from 0.1% (2005) to 1.17% (2014). Hospital palliative care services were offered more frequently to older patients, patients with high severity illnesses, and in urban teaching hospitals or large size hospitals. Patients younger than 40 years, the lowest household income group, or Medicare beneficiaries less likely received palliative care during hospitalization. Hospital palliative care services were associated with increased length of stay (β = 1.407, P < .0001) and in-hospital mortality (odds ratio, 48.18; 95% confidence interval, 41.59-55.82), and reduced hospital charge (β = -0.075, P = .009). CONCLUSION Hospital palliative care service for patients with SLE gradually increased during the past decade in US hospitals. However, this showed disparities in access and was associated with longer hospital length of stay and higher in-hospital mortality. Nevertheless, hospital palliative care services yielded a cost-saving effect.
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Affiliation(s)
- Kaylee G Yu
- Department of Internal Medicine, Mountain View Hospital, Las Vegas, NV, USA
| | - Jay J Shen
- Department of Health Care Administration and Policy School of Community Health Sciences, University of Nevada Las Vegas, NV, USA
| | - Pearl C Kim
- Department of Health Care Administration and Policy School of Community Health Sciences, University of Nevada Las Vegas, NV, USA
| | - Sun Jung Kim
- Department of Health Administration and Management, Soonchunhyang University, Asan, Chungcheongnam-do, South Korea
| | - Se Won Lee
- Department of Physical Medicine and Rehabilitation, Mountain View Hospital, Las Vegas, NV, USA
| | - David Byun
- Department of Internal Medicine, Southern Nevada Veterans Affairs Health System, North Las Vegas, NV, USA
| | - Ji Won Yoo
- Department of Internal Medicine, University of Nevada Las Vegas, School of Medicine, NV, USA
| | - Jinwook Hwang
- Department of Thoracic and Cardiovascular Surgery, Korea University Medical Center, Ansan Hospital, Korea University College of Medicine, Ansan, South Korea
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Falasinnu T, O'Shaughnessy MM, Troxell ML, Charu V, Weisman MH, Simard JF. A review of non-immune mediated kidney disease in systemic lupus erythematosus: A hypothetical model of putative risk factors. Semin Arthritis Rheum 2019; 50:463-472. [PMID: 31866044 DOI: 10.1016/j.semarthrit.2019.10.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 10/08/2019] [Accepted: 10/30/2019] [Indexed: 12/13/2022]
Abstract
About half of patients with systemic lupus erythematosus (SLE) are diagnosed with lupus nephritis (LN). Patients with SLE are also at increased risk for diabetes, hypertension and obesity, which together account for >70% of end-stage renal disease in the general population. The frequencies of non-LN related causes of kidney disease, and their contribution to kidney disease development and progression among patients with SLE have been inadequately studied. We hypothesize that a substantial, and increasing proportion of kidney pathology in patients with SLE might not directly relate to LN but instead might be explained by non-immune mediated factors such as diabetes, hypertension, and obesity. The goal of the manuscript is to draw attention to hypertension, diabetes and obesity as potential alternative causes of kidney damage in patients with SLE. Further, we suggest that misclassification of kidney disease etiology in patients with SLE might have important ramifications for clinical trial recruitment, epidemiologic investigation, and clinical care. Future studies aiming to elucidate and distinguish discrete causes of kidney disease - both clinically and histologically - among patients with SLE are desperately needed as improved understanding of disease mechanisms is paramount to advancing therapeutic discovery. Collaboration among rheumatologists, pathologists, nephrologists, and endocrinologists, and the availability of dedicated research funding, will be critical to the success of such efforts.
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Affiliation(s)
- Titilola Falasinnu
- Department of Health Research and Policy, Stanford University School of Medicine, 150 Governor's Lane Stanford, Palo Alto, CA 94305, United States
| | | | - Megan L Troxell
- Department of Pathology, Stanford University Medical Center, Palo Alto, CA. United States
| | - Vivek Charu
- Department of Pathology, Stanford University Medical Center, Palo Alto, CA. United States
| | - Michael H Weisman
- Division of Rheumatology, Cedars-Sinai Medical Center, David Geffen School of Medicine, UCLA, United States
| | - Julia F Simard
- Department of Health Research and Policy, Stanford University School of Medicine, 150 Governor's Lane Stanford, Palo Alto, CA 94305, United States; Division of Immunology and Rheumatology, Stanford University, Palo Alto, CA, United States.
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Harrison MJ, Zühlke LJ, Lewandowski LB, Scott C. Pediatric systemic lupus erythematosus patients in South Africa have high prevalence and severity of cardiac and vascular manifestations. Pediatr Rheumatol Online J 2019; 17:76. [PMID: 31771606 PMCID: PMC6878620 DOI: 10.1186/s12969-019-0382-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 11/13/2019] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Pediatric onset of systemic lupus erythematosus (SLE) is associated with major organ involvement, and African patients tend to develop more aggressive disease than patients of European descent. Although cardiovascular involvement is common in pediatric SLE, there are few published reports on the subject. This study describes the frequency and characteristics of cardiac and vascular manifestations of pediatric SLE in a multi-ethnic South African cohort. METHODS Demographic, clinical, and echocardiographic data were collected from pediatric SLE patients at two centers in Cape Town, South Africa. At the time of investigation, this cohort consisted of 93 participants diagnosed with SLE according to international classification criteria prior to the age of 19. Individuals with cardiac and/or vascular involvement were identified by retrospective chart review. Cardiac manifestations were defined as presence of pericardial effusion, myocarditis, cardiomyopathy, cardiac failure, Libman-Sacks endocarditis, myocardial infarction, and arrhythmia. Vascular manifestations included deep vein thrombosis, pulmonary embolism, sinus thrombosis, stroke, critical limb ischemia, cerebral vasculitis and systemic vasculitis. Statistical analysis was performed using R (v3.4.1). RESULTS Cardiac and vascular involvement was present in 47% of the cohort. Previous studies have reported prevalence of 5%-50%. Demographic features of those with cardiac/vascular involvement did not differ from the overall cohort. Echocardiographic data were available for 23 participants. The most common cardiac manifestations were pericardial effusion (n = 24) and cardiac failure (n = 8), while the most common vascular manifestations were cerebral vasculitis (n = 9), stroke (n = 7), and pulmonary embolism (n = 7). Cardiovascular manifestations were frequently severe; one third of pericardial effusion cases required intervention, including three cases of cardiac tamponade. Cardiac and vascular involvement conferred an increased risk of mortality (31.1% versus 10.4%). CONCLUSIONS Cardiac and vascular involvement were highly prevalent in this South African cohort. The mortality rate was high, and severe manifestations were frequent. Prospective research is needed to improve knowledge of pediatric SLE in Africa and to improve outcomes for this high-risk population.
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Affiliation(s)
- Michael J. Harrison
- Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Liesl J. Zühlke
- Division of Pediatric Cardiology, Department of Pediatrics, Red Cross War Memorial Children’s Hospital, University of Cape Town, Cape Town, South Africa
- Division of Cardiology, Department of Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Laura B. Lewandowski
- National Institute of Arthritis, Musculoskeletal, and Skin Diseases, NIH, DHHS, 9000 Rockville Pike, Building 10, 12N248 Room 28, Bethesda, MD 20892-1102 USA
| | - Christiaan Scott
- Division of Pediatric Rheumatology, Department of Pediatrics, Red Cross War Memorial Children’s Hospital, Cape Town, South Africa
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Li S, Gong T, Peng Y, Nieman KM, Gilbertson DT. Prevalence and incidence of systemic lupus erythematosus and associated outcomes in the 2009-2016 US Medicare population. Lupus 2019; 29:15-26. [PMID: 31726936 DOI: 10.1177/0961203319888691] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES We aimed to update data on the prevalence and incidence of systemic lupus erythematosus (SLE) in the Medicare population and describe associated outcomes. METHODS This observational study used Medicare 20% random sample data 2007-2016 to estimate SLE prevalence and incidence 2009-2016. The study population included patients aged ≥18 years (stratified by <65 and ≥65 years) with Medicare fee-for-service coverage. The SLE definition was based on a published and validated algorithm. All-cause death, hospitalizations, and kidney disease incidence were defined for a prevalent SLE cohort 2011-2015. Unadjusted event rates during 5-year follow-up were reported per 100 patient-years. RESULTS The study included > 5 million eligible patients for each year 2009-2016. There were 19,518 (10,898, aged ≥65; 8620, aged <65) in 2016, extrapolated to 97,590 (54,490 aged ≥65; 43,100 aged <65) in the overall 2016 Medicare population. Age- and sex-adjusted prevalence rates (per 100,000 Medicare population) ranged from 301.1 in 2009 to 366.6 in 2016, all ages, and 184.0-239.9, ≥65 years. There were 2614 (1844 aged ≥65; 770 aged <65) incident patients in 2016; age-/sex-adjusted incidence rates (per 100,000 Medicare population) ranged from 46.9 in 2009 to 49.0 in 2016, all ages, and 37.5-40.8, ≥65. Five-year unadjusted mortality, elderly vs. younger, was 8.8 vs. 3.8, morbidity 34.5 vs. 32.4, and kidney disease incidence 19.8 vs. 18.0 per 100 patient-years. CONCLUSIONS Prevalence rates steadily increased while incidence was relatively stable 2009-2016. Our data should be interpreted with caution due to our elderly study population.
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Affiliation(s)
- S Li
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, USA
| | - T Gong
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, USA
| | - Y Peng
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, USA
| | - K M Nieman
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, USA
| | - D T Gilbertson
- Chronic Disease Research Group, Hennepin Healthcare Research Institute, Minneapolis, USA.,Department of Medicine, University of Minnesota, Minneapolis, USA
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Chen SK, Barbhaiya M, Solomon DH, Guan H, Yoshida K, Feldman CH, Everett BM, Costenbader KH. Atrial Fibrillation/flutter Hospitalizations among US Medicaid Recipients with and without Systemic Lupus Erythematosus. J Rheumatol 2019; 47:1359-1365. [PMID: 31676703 DOI: 10.3899/jrheum.190502] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) is a multisystem chronic inflammatory autoimmune disease with high prevalence of several risk factors for atrial fibrillation/flutter (AF). However, the incidence and risk of AF in SLE have not been well quantified. METHODS We used the United States Medicaid Analytic eXtract from 2007 to 2010 to identify beneficiaries aged 18-65 years, with prevalent SLE, each matched by age and sex to 4 non-SLE general Medicaid recipients. We estimated the incidence rates (IR) per 1000 person-years (PY) for AF hospitalizations and used multivariable Cox regression to estimate the HR for AF hospitalization. RESULTS We identified 46,876 US Medicaid recipients with SLE, and 187,504 age- and sex-matched non-SLE controls (93% female; mean age 41.5 ± 12.2 yrs). Known AF risk factors such as hypertension (HTN), cardiovascular disease (CVD), and kidney disease were more prevalent in patients with SLE. During a mean followup of 1.9 ± 1.1 years for SLE, and 1.8 ± 1.1 years for controls, the IR per 1000 PY for AF was 1.4 (95% CI 1.1-1.6) among patients with SLE and 0.7 (95% CI 0.6-0.8) among non-SLE controls. In age- and sex-matched and race-adjusted Cox models, the HR for AF was 1.79 (95% CI 1.43-2.24); after adjustment for baseline HTN and CVD, the adjusted HR was reduced to 1.17 (95% CI 0.92-1.48). CONCLUSION SLE was associated with a doubled rate of hospitalization for AF compared to age- and sex-matched general Medicaid patients. In a race-adjusted model, the risk was 80% higher. However, the AF risk factors HTN and CVD were more prevalent among patients with SLE and accounted for the excess risk.
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Affiliation(s)
- Sarah K Chen
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA. .,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors.
| | - Medha Barbhaiya
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Daniel H Solomon
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Hongshu Guan
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Kazuki Yoshida
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Candace H Feldman
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Brendan M Everett
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
| | - Karen H Costenbader
- From the Division of Rheumatology, Immunology and Allergy, the Division of Pharmacoepidemiology and Pharmacoeconomics, and the Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York, USA.,S.K. Chen, MD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; M. Barbhaiya, MD, MPH, Division of Rheumatology, Department of Medicine, Hospital for Special Surgery; D.H. Solomon, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital; H. Guan, PhD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; K. Yoshida, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; C.H. Feldman, MD, MPH, ScD, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital; B.M. Everett, MD, MPH, Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital; K.H. Costenbader, MD, MPH, Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital. B.M. Everett and K.H. Costenbader are co-senior authors
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Chen SK, Barbhaiya M, Fischer MA, Guan H, Lin TC, Feldman CH, Everett BM, Costenbader KH. Lipid Testing and Statin Prescriptions Among Medicaid Recipients With Systemic Lupus Erythematosus or Diabetes Mellitus and the General Medicaid Population. Arthritis Care Res (Hoboken) 2019; 71:104-115. [PMID: 29648687 DOI: 10.1002/acr.23574] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2007] [Accepted: 04/03/2018] [Indexed: 01/24/2023]
Abstract
OBJECTIVE Cardiovascular disease (CVD) risks in systemic lupus erythematosus (SLE) are similar to those in diabetes mellitus (DM). We investigated whether the numbers of lipid tests and statin prescriptions in patients with SLE are comparable with those in patients with DM and those in individuals without either disease. METHODS Using Analytic eXtract files from 29 states for 2007-2010, we identified a cohort of US Medicaid beneficiaries, ages 18-65 years, with prevalent SLE. Each SLE patient was matched for age and sex with 2 patients with DM and 4 individuals in the general Medicaid population who did not have either SLE or DM. We compared the proportions of patients in each cohort who received ≥1 lipid test and ≥1 statin prescription during 1-year follow-up. We used multivariable logistic regression to calculate the odds of lipid testing and receiving prescriptions for statins and conditional logistic regression to compare the matched cohorts. RESULTS We identified 3 Medicaid cohorts: 25,950 patients with SLE, 51,900 patients with DM, and 103,800 Medicaid recipients without either condition. In these cohorts, lipid testing was performed in 24% of patients in the SLE group, 43% of patients in the DM group, and 16% of individuals in the group with neither condition, and statin prescriptions were dispensed in 11%, 33%, and 7% of these groups, respectively. SLE patients were 66% less likely (odds ratio [OR] 0.34, 95% confidence interval [95% CI] 0.34-0.35) to have lipid tests and 82% less likely (OR 0.18, 95% CI 0.18-0.18) to fill a statin prescription compared with DM patients. SLE patients were also less likely (OR 0.89, 95% CI 0.84-0.94) to fill a statin prescription compared with individuals in the general Medicaid population. CONCLUSION Despite having an elevated risk of CVD, SLE patients received less lipid testing and received fewer statin prescriptions compared with age- and sex-matched DM patients and individuals in the general Medicaid population; this gap should be a target for improvement.
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Affiliation(s)
- Sarah K Chen
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | - Hongshu Guan
- Brigham and Women's Hospital, Boston, Massachusetts
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Lin TC, Marmor MF, Barbhaiya M, Guan H, Chen SK, Feldman CH, Costenbader KH. Baseline Retinal Examinations in Patients With Systemic Lupus Erythematosus Newly Initiating Hydroxychloroquine Treatment in a US Medicaid Systemic Lupus Erythematosus Population, 2000-2010. Arthritis Care Res (Hoboken) 2019; 70:1700-1706. [PMID: 29409142 DOI: 10.1002/acr.23530] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Accepted: 01/30/2018] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Baseline retinal examinations have long been recommended for patients beginning treatment with hydroxychloroquine (HCQ), but it is unknown how well this guideline is followed. We investigated baseline eye examinations among US SLE patients enrolled in Medicaid in whom HCQ treatment was newly initiated. METHODS Using billing codes, we identified SLE patients ages 18-65 years who were enrolled in Medicaid and residing in the 29 most populated US states, from 2000 to 2010. New users of HCQ were identified by filled prescriptions, with none filled in the preceding 12 months. Retinal examinations that were performed within 30 days before to 1 year after the index prescription were identified. We examined the proportions of patients receiving retinal examinations over the study years and compared the characteristics of those who did and those who did not receive examinations, using bivariable and multivariable logistic regression models. RESULTS Among 12,755 SLE patients newly starting HCQ treatment, 32.5% received baseline dilated eye examinations. The proportions of patients receiving baseline eye examinations did not significantly change from 2000 to 2010 (31.0-34.4%; P for linear trend = 0.12). Factors associated with an increased likelihood of having an examination included female sex, Asian versus white race, and a higher number of laboratory tests performed during the preceding year. Compared with white patients, lower proportions of black and Native American patients with SLE had baseline retinal examinations. CONCLUSION Only one-third of patients with SLE enrolled in Medicaid and in whom HCQ was newly initiated received the recommended baseline retinal examinations, and this proportion did not significantly increase from 2000 to 2010. The sociodemographic variation in this recommended care has been observed for other recommended medical care in SLE and requires both further investigation and interventions to address it.
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Affiliation(s)
| | | | | | - Hongshu Guan
- Brigham and Women's Hospital, Boston, Massachusetts
| | - Sarah K Chen
- Brigham and Women's Hospital, Boston, Massachusetts
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Chen SK, Barbhaiya M, Fischer MA, Guan H, Yoshida K, Feldman CH, Costenbader KH, Everett BM. Heart failure risk in systemic lupus erythematosus compared to diabetes mellitus and general medicaid patients. Semin Arthritis Rheum 2019; 49:389-395. [PMID: 31280938 DOI: 10.1016/j.semarthrit.2019.06.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 05/24/2019] [Accepted: 06/05/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Patients with systemic lupus erythematosus (SLE) have a similar risk of myocardial infarction as those with diabetes mellitus (DM). Whether the risk of heart failure (HF) in SLE is similar to the elevated risk in DM is unknown. We sought to estimate the rates and risks for HF hospitalization among US Medicaid patients with SLE and to compare them to those for DM and the general Medicaid population. METHODS Using U.S. Medicaid data from 2007-2010, we identified patients with SLE or DM, and a matched cohort from the general Medicaid population and calculated incidence rates (IR), incidence rate ratios (IRR) and adjusted hazard ratios (HR) of a first HF hospitalization. RESULTS We identified 37,902 SLE (93% female, mean age 40.1 ± 12.1), 76,657 DM (93% female, mean age 40.0 ± 12.1), and 158,695 general Medicaid patients (93% female, mean age 40.2 ± 12.1). The IR per 1000-person years was 6.9 (95% CI 6.3-7.5) for SLE, 6.6 (95% CI 6.2-7.0) for DM, and 1.6 (95% CI 1.5-1.8) for general Medicaid patients. The highest IRR compared to general Medicaid was seen among SLE patients in age group 18-39 (14.7, 95% CI 13.9-15.5). Multivariable-adjusted HRs for HF compared to general Medicaid population were similar for SLE (2.7, 95% CI 2.3-3.1) and DM (3.0, 95% CI 2.6-3.4). CONCLUSION The incidence of HF among SLE patients was 2.7-fold higher than general Medicaid patients, and similar to DM. Further investigation into the biologic mechanism of HF among SLE compared to non-SLE and DM patients may shed light on the findings of this study.
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Affiliation(s)
- Sarah K Chen
- Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA.
| | - Medha Barbhaiya
- Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, NY, USA
| | - Michael A Fischer
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Hongshu Guan
- Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
| | - Candace H Feldman
- Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
| | - Karen H Costenbader
- Division of Rheumatology, Immunology and Allergy, Department of Medicine, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA 02115, USA
| | - Brendan M Everett
- Divisions of Cardiovascular and Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
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Tedeschi SK, Kim SC, Guan H, Grossman JM, Costenbader KH. Comparative Fracture Risks Among United States Medicaid Enrollees With and Those Without Systemic Lupus Erythematosus. Arthritis Rheumatol 2019; 71:1141-1146. [PMID: 30714690 DOI: 10.1002/art.40818] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 12/18/2018] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Poor bone health is common in systemic lupus erythematosus (SLE) patients. This study was undertaken to evaluate fracture risks among low-income SLE and lupus nephritis patients compared to those without SLE. METHODS We performed a cohort study among SLE patients for whom there were Medicaid claims in 2007-2010, and age- and sex-matched non-SLE comparators. SLE was defined by the presence of ≥3 International Classification of Diseases, Ninth Revision codes for SLE. Patients with lupus nephritis additionally had ≥2 codes for renal disease. The primary outcome measure was fracture of the pelvis, wrist, hip, or humerus. Demographics, prescriptions, and comorbidities were assessed during the 180-day baseline period. We calculated fracture incidence rates and 95% confidence intervals (95% CIs) in SLE, lupus nephritis, and non-SLE comparator cohorts, and estimated adjusted hazard ratios (HRs) for fractures. Sensitivity analyses evaluated the impact of glucocorticoids and comorbidities. We compared subsets of SLE patients with and those without lupus nephritis. RESULTS Among 47,709 SLE patients (19.8% with lupus nephritis) matched to 190,836 non-SLE comparators, the mean age was 41.4 years and 92.6% were female. The fracture incidence rate was highest among SLE patients with lupus nephritis (4.60 per 1,000 person-years). SLE patients had 2-fold higher fracture risks than matched comparators (HR 2.09 [95% CI 1.85-2.37]; P < 0.01). Lupus nephritis patients had the greatest fracture risks versus matched comparators (HR 3.06 [95% CI 2.24-4.17]; P < 0.01), and had a 1.6 times higher fracture risk than SLE patients without nephritis (HR 1.58 [95% CI 1.20-2.07]; P < 0.01). Adjustment for glucocorticoid use and comorbidities slightly attenuated risks. CONCLUSION Fracture risks were increased in SLE patients, particularly those with lupus nephritis, compared to matched non-SLE Medicaid recipients. Increased risks persisted after adjustment for baseline glucocorticoid treatment and comorbidities.
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Affiliation(s)
- Sara K Tedeschi
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Seoyoung C Kim
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hongshu Guan
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | | | - Karen H Costenbader
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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