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Park TH, Hong KS, Cho YJ, Ryu WS, Kim DE, Park MS, Choi KH, Kim JT, Kang J, Kim BJ, Han MK, Lee J, Cha JK, Kim DH, Kim JG, Lee SJ, Kwon JH, Kim WJ, Shin DI, Yum KS, Sohn SI, Hong JH, Choi JC, Lee BC, Yu KH, Oh MS, Park JM, Kang K, Lee K, Lee SH, Jeong HB, Park KY, Lee JS, Lee J, Gorelick PB, Bae HJ. Temporal Trends in Stroke Management and Outcomes Between 2011 and 2020 in South Korea: Results From a Nationwide Multicenter Registry. J Am Heart Assoc 2025; 14:e035218. [PMID: 39968792 DOI: 10.1161/jaha.124.035218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 01/21/2025] [Indexed: 02/20/2025]
Abstract
BACKGROUND This study aims to evaluate temporal trends of advanced treatments and related clinical outcomes of ischemic stroke through a decade-long trend analysis, using data from a comprehensive, national, multicenter registry. We also seek to identify areas in need of improvement. METHODS AND RESULTS This analysis involved patients with ischemic stroke or transient ischemic attack registered prospectively in the CRCS-K-NIH (Clinical Research Center for Stroke in Korea-National Institute of Health) registry between 2011 and 2020. We examined temporal trends in risk factors, pathogenetic subtypes, acute management strategies, and outcomes for up to 1 year following a stroke. Generalized linear mixed models were used to account for center clustering. The average age of 77 662 patients increased 2.2 years in men and 2.4 years in women over the 10-year follow-up. Notably, in-hospital neurological deterioration, 3-month and 1-year mortality rate, and cumulative incidence of recurrent stroke within 1-year decreased over time after adjustments for age, sex, and initial stroke severity (P<0.01). However, functional outcomes at 3 months and 1 year remained unchanged. Endovascular thrombectomy increased from 5.4% in 2011 to 10.6% in 2020. Use of anticoagulants for atrial fibrillation, dual antiplatelet therapy, statins, and stroke unit care also increased. Contrarily, the rate of intravenous thrombolysis showed a slight decline. CONCLUSIONS This study points to a reduction in death and risk of recurrent stroke over the past decade, paralleling enhancement in acute and preventive stroke management. Nevertheless, the decline in the use of intravenous thrombolysis and the lack of improvement in functional outcomes following stroke are concerning trends that warrant thorough investigation.
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Affiliation(s)
- Tai Hwan Park
- Department of Neurology Seoul Medical Center Seoul Korea
| | - Keun-Sik Hong
- Department of Neurology Ilsan Paik Hospital, Inje University Goyang Korea
| | - Yong-Jin Cho
- Department of Neurology Ilsan Paik Hospital, Inje University Goyang Korea
| | - Wi-Sun Ryu
- Department of Neurology Dongguk University Ilsan Hospital Goyang Korea
| | - Dong-Eog Kim
- Department of Neurology Dongguk University Ilsan Hospital Goyang Korea
| | - Man-Seok Park
- Department of Neurology Chonnam National University Hospital Gwangju Korea
| | - Kang-Ho Choi
- Department of Neurology Chonnam National University Hospital Gwangju Korea
| | - Joon-Tae Kim
- Department of Neurology Chonnam National University Hospital Gwangju Korea
| | - Jihoon Kang
- Department of Neurology, Cerebrovascular Center Seoul National University Bundang Hospital Seongnam Korea
| | - Beom-Joon Kim
- Department of Neurology, Cerebrovascular Center Seoul National University Bundang Hospital Seongnam Korea
| | - Moon-Ku Han
- Department of Neurology, Cerebrovascular Center Seoul National University Bundang Hospital Seongnam Korea
| | - Jun Lee
- Department of Neurology Yeungnam University Hospital Daegu Korea
| | - Jae-Kwan Cha
- Department of Neurology Dong-A University Hospital Busan Korea
| | - Dae-Hyun Kim
- Department of Neurology Dong-A University Hospital Busan Korea
| | - Jae Guk Kim
- Department of Neurology Eulji University Hospital, Eulji University Daejeon Korea
| | - Soo Joo Lee
- Department of Neurology Eulji University Hospital, Eulji University Daejeon Korea
| | - Jee-Hyun Kwon
- Department of Neurology Ulsan University College of Medicine Ulsan Korea
| | - Wook-Joo Kim
- Department of Neurology Ulsan University College of Medicine Ulsan Korea
| | - Dong-Ick Shin
- Department of Neurology Chungbuk National University Hospital Cheongju Korea
| | - Kyu Sun Yum
- Department of Neurology Chungbuk National University Hospital Cheongju Korea
| | - Sung Il Sohn
- Department of Neurology Keimyung University Dongsan Medical Center Daegu Korea
| | - Jeong-Ho Hong
- Department of Neurology Keimyung University Dongsan Medical Center Daegu Korea
| | - Jay Chol Choi
- Department of Neurology Jeju National University Hospital, Jeju National University School of Medicine Jeju Korea
| | - Byung-Chul Lee
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Kyung-Ho Yu
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Mi-Sun Oh
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Jong-Moo Park
- Department of Neurology Uijeongbu Eulji Medical Center, Eulji University Uijenongbu Korea
| | - Kyusik Kang
- Department of Neurology Nowon Eulji Medical Center, Eulji University School of Medicine Seoul Korea
| | - Kyungbok Lee
- Department of Neurology Soonchunhyang University Hospital Seoul Korea
| | - Sang-Hwa Lee
- Department of Neurology Hallym University Chuncheon Sacred Heart Hospital Chuncheon-si Gangwon-do Korea
| | - Hae-Bong Jeong
- Department of Neurology Chung-Ang University Hospital Seoul Korea
| | - Kwang-Yeol Park
- Department of Neurology Chung-Ang University Hospital Seoul Korea
| | - Ji Sung Lee
- Asan Medical Center Clinical Research Center Seoul Korea
| | - Juneyoung Lee
- Department of Biostatistics Korea University College of Medicine Seoul Korea
| | - Philip B Gorelick
- Davee Department of Neurology Northwestern University Feinberg School of Medicine Chicago IL USA
| | - Hee-Joon Bae
- Department of Neurology, Cerebrovascular Center Seoul National University Bundang Hospital Seongnam Korea
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Jarosinski MC, Kennedy JN, Iyer S, Tzeng E, Eslami M, Sridharan ND, Reitz KM. Contemporary National Incidence and Outcomes of Acute Limb Ischemia. Ann Vasc Surg 2025; 110:224-235. [PMID: 39067849 DOI: 10.1016/j.avsg.2024.06.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 05/02/2024] [Accepted: 06/02/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND Acute limb ischemia (ALI) is a morbid and deadly diagnosis. However, existing epidemiologic studies describing ALI predate the introduction of the Affordable Care Act in 2010 and direct oral anticoagulants in 2011. Thus, we synergized the National Inpatient Sample (NIS) and United States Census to define contemporary trends in the incidence, treatment, and outcomes of ALI in the US. METHODS We included emergent admissions of adults with primary diagnosis of lower extremity ALI in survey-weighted NIS data (2005-2020). Mann-Kendal trend test evaluated ALI incidence (primary outcome), anticoagulation usage, insurance coverage, revascularization type, and in-hospital amputation/death. Multivariable logistic regression quantified covariate associations with in-hospital amputation/death. RESULTS Of the 582,322,862 estimated hospitalizations in the NIS, 227,440 met the inclusion criteria (mean age 68.80 years, 49.94% women, 76.66% White). ALI incidence peaked in 2006 (7.16/100,000 person-years) but has declined since 2015 to 4.16/100,000 person-years in 2020 (ptrend = 0.008). Endovascular revascularization, anticoagulation, and Medicaid coverage increased, while self-pay insurance decreased (ptrend < 0.05). Amputation rates significantly decreased from 8.04 to 6.54% (ptrend = 0.01) while death rate remained at 5.59% (ptrend = 0.16) over the study period. Prehospitalization anticoagulation was associated with decreased amputation (adjusted odds ratio [aOR] = 0.74 (95% confidence interval [CI] 0.65-0.84)) and death (aOR = 0.50 (95% CI 0.43-0.57)). When controlling for covariates, women had a higher risk of death (aOR = 1.17 (95% CI 1.07-1.27), P < 0.0001), while Black patients had a higher risk of amputation (aOR = 1.24 (95% CI 1.10-1.41), P < 0.0001). CONCLUSIONS Our US population based epidemiological study demonstrates that ALI incidence and in-hospital amputation rates are decreasing, while mortality remains unchanged. We further highlight the ongoing need for ALI investigation specifically as it relates to access to care, antithrombotic therapy use, treatment strategy, and strategies to combat gender and racial disparities.
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Affiliation(s)
| | - Jason N Kennedy
- Clinical Research Investigation and Systems Modeling of Acute Illness (CRISMA) Center, University of Pittsburgh, Pittsburgh, PA; Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Stuthi Iyer
- Clinical Research Investigation and Systems Modeling of Acute Illness (CRISMA) Center, University of Pittsburgh, Pittsburgh, PA; University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Edith Tzeng
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA; University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Mohammad Eslami
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA
| | | | - Katherine M Reitz
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, PA
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Zambrano Espinoza MD, Madsen TE. Nonadherence to Preventive Medications After Ischemic Stroke: Opportunities to Target Interventions by Sex, Race, and Ethnicity. J Am Heart Assoc 2024; 13:e039127. [PMID: 39629833 PMCID: PMC11935542 DOI: 10.1161/jaha.124.039127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2024]
Affiliation(s)
| | - Tracy E. Madsen
- Department of Emergency MedicineLarner College of Medicine, University of VermontBurlingtonVTUSA
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4
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Kim DY, Park TH, Cho YJ, Park JM, Lee K, Lee M, Lee J, Bae SY, Hong DY, Jung H, Ko E, Guk HS, Kim BJ, Kim JY, Kang J, Han MK, Park SS, Hong KS, Park HK, Lee JY, Lee BC, Yu KH, Oh MS, Kim DE, Gwak DS, Lee SJ, Kim JG, Lee J, Kwon DH, Cha JK, Kim DH, Kim JT, Choi KH, Kim H, Choi JC, Kim JG, Kang CH, Sohn SI, Hong JH, Park H, Lee SH, Kim C, Shin DI, Yum KS, Kang K, Park KY, Jeong HB, Park CY, Lee KJ, Kwon JH, Kim WJ, Lee JS, Bae HJ. Contemporary Statistics of Acute Ischemic Stroke and Transient Ischemic Attack in 2021: Insights From the CRCS-K-NIH Registry. J Korean Med Sci 2024; 39:e278. [PMID: 39228188 PMCID: PMC11372415 DOI: 10.3346/jkms.2024.39.e278] [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: 05/27/2024] [Accepted: 08/07/2024] [Indexed: 09/05/2024] Open
Abstract
This report presents the latest statistics on the stroke population in South Korea, sourced from the Clinical Research Collaborations for Stroke in Korea-National Institute for Health (CRCS-K-NIH), a comprehensive, nationwide, multicenter stroke registry. The Korean cohort, unlike western populations, shows a male-to-female ratio of 1.5, attributed to lower risk factors in Korean women. The average ages for men and women are 67 and 73 years, respectively. Hypertension is the most common risk factor (67%), consistent with global trends, but there is a higher prevalence of diabetes (35%) and smoking (21%). The prevalence of atrial fibrillation (19%) is lower than in western populations, suggesting effective prevention strategies in the general population. A high incidence of large artery atherosclerosis (38%) is observed, likely due to prevalent intracranial arterial disease in East Asians and advanced imaging techniques. There has been a decrease in intravenous thrombolysis rates, from 12% in 2017-2019 to 10% in 2021, with no improvements in door-to-needle and door-to-puncture times, worsened by the coronavirus disease 2019 pandemic. While the use of aspirin plus clopidogrel for non-cardioembolic stroke and direct oral anticoagulants for atrial fibrillation is well-established, the application of direct oral anticoagulants for non-atrial fibrillation cardioembolic strokes in the acute phase requires further research. The incidence of early neurological deterioration (13%) and the cumulative incidence of recurrent stroke at 3 months (3%) align with global figures. Favorable outcomes at 3 months (63%) are comparable internationally, yet the lack of improvement in dependency at 3 months highlights the need for advancements in acute stroke care.
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Affiliation(s)
- Do Yeon Kim
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Tai Hwan Park
- Department of Neurology, Seoul Medical Center, Seoul, Korea
| | - Yong-Jin Cho
- Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Jong-Moo Park
- Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Korea
| | - Kyungbok Lee
- Department of Neurology, Soonchunhyang University Hospital Seoul, Seoul, Korea
| | - Minwoo Lee
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Juneyoung Lee
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
| | - Sang Yoon Bae
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
| | - Da Young Hong
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
| | - Hannah Jung
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
| | - Eunvin Ko
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
| | - Hyung Seok Guk
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Beom Joon Kim
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Jun Yup Kim
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Jihoon Kang
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Moon-Ku Han
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Sang-Soon Park
- Department of Neurology, Seoul Medical Center, Seoul, Korea
| | - Keun-Sik Hong
- Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Hong-Kyun Park
- Department of Neurology, Inje University Ilsan Paik Hospital, Goyang, Korea
| | - Jeong-Yoon Lee
- Department of Neurology, Soonchunhyang University Hospital Seoul, Seoul, Korea
| | - Byung-Chul Lee
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Kyung-Ho Yu
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Mi Sun Oh
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Dong-Eog Kim
- Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Korea
| | - Dong-Seok Gwak
- Department of Neurology, Dongguk University Ilsan Hospital, Goyang, Korea
| | - Soo Joo Lee
- Department of Neurology, Eulji University, School of Medicine, Daejeon Eulji Medical Center, Daejeon, Korea
| | - Jae Guk Kim
- Department of Neurology, Eulji University, School of Medicine, Daejeon Eulji Medical Center, Daejeon, Korea
| | - Jun Lee
- Department of Neurology, Yeungnam University Medical Center, Daegu, Korea
| | - Doo Hyuk Kwon
- Department of Neurology, Yeungnam University Medical Center, Daegu, Korea
| | - Jae-Kwan Cha
- Department of Neurology, Dong-A University Hospital, Busan, Korea
| | - Dae-Hyun Kim
- Department of Neurology, Dong-A University Hospital, Busan, Korea
| | - Joon-Tae Kim
- Department of Neurology, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Korea
| | - Kang-Ho Choi
- Department of Neurology, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Korea
| | - Hyunsoo Kim
- Department of Neurology, Chonnam National University Hospital, Chonnam National University Medical School, Gwangju, Korea
| | - Jay Chol Choi
- Department of Neurology, Jeju National University Hospital, Jeju National University College of Medicine, Jeju, Korea
| | - Joong-Goo Kim
- Department of Neurology, Jeju National University Hospital, Jeju National University College of Medicine, Jeju, Korea
| | - Chul-Hoo Kang
- Department of Neurology, Jeju National University Hospital, Jeju National University College of Medicine, Jeju, Korea
| | - Sung-Il Sohn
- Department of Neurology, Keimyung University Dongsan Hospital, Daegu, Korea
| | - Jeong-Ho Hong
- Department of Neurology, Keimyung University Dongsan Hospital, Daegu, Korea
| | - Hyungjong Park
- Department of Neurology, Keimyung University Dongsan Hospital, Daegu, Korea
| | - Sang-Hwa Lee
- Department of Neurology, Chuncheon Sacred Heart Hospital, Chuncheon, Korea
| | - Chulho Kim
- Department of Neurology, Chuncheon Sacred Heart Hospital, Chuncheon, Korea
| | - Dong-Ick Shin
- Department of Neurology, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Korea
| | - Kyu Sun Yum
- Department of Neurology, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Korea
| | - Kyusik Kang
- Department of Neurology, Nowon Eulji Medical Center, Eulji University School of Medicine, Seoul, Korea
| | - Kwang-Yeol Park
- Department of Neurology, Chung-Ang University Hospital, Seoul, Korea
| | - Hae-Bong Jeong
- Department of Neurology, Chung-Ang University Hospital, Seoul, Korea
| | - Chan-Young Park
- Department of Neurology, Chung-Ang University Hospital, Seoul, Korea
| | - Keon-Joo Lee
- Department of Neurology, Korea University Guro Hospital, Seoul, Korea
| | - Jee Hyun Kwon
- Department of Neurology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Wook-Joo Kim
- Department of Neurology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Ji Sung Lee
- Clinical Research Center, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee-Joon Bae
- Department of Neurology and Cerebrovascular Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
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Goldstein LB. Surviving a Stroke. Neurology 2024; 103:e209675. [PMID: 39008786 DOI: 10.1212/wnl.0000000000209675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024] Open
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Chen C, Reeves MJ, He K, Morgenstern LB, Lisabeth LD. Sex Differences in Trends in Stroke Recurrence and Postrecurrence Mortality 2000-2020: Population-Based Brain Attack Surveillance in Corpus Christi Project. Ann Neurol 2024; 96:332-342. [PMID: 38757636 PMCID: PMC11236512 DOI: 10.1002/ana.26955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 02/29/2024] [Accepted: 04/05/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVE This study was undertaken to delineate 21-year sex-specific trends in recurrence and postrecurrence mortality. METHODS Between 2000 and 2020, first-ever ischemic stroke (IS) patients, ascertained from the population-based BASIC (Brain Attack Surveillance in Corpus Christi) project in South Texas, were followed for recurrent stroke and all-cause mortality until December 31, 2020. Multivariable regression models with an interaction between calendar year and sex were used to estimate sex-specific trends and sex differences in recurrence and postrecurrence mortality. RESULTS Of the 6,057 IS patients (median age = 69 years, 49.8% women), 654 (10.8%) had a recurrence and 399 (47.7%) had postrecurrence mortality during 5 years of follow-up. In 2000, women had 2.5% higher albeit non-statistically significant 5-year risk of recurrence than men in absolute scale. With the trend declining in women by 7.6% (95% confidence interval [CI] = -10.8 to -4.5%) and in men by 3.6% (95% CI = -6.5% to -0.7%), the risk at the end of the study period was 1.5% (95% CI = -0.3% to 3.6%) lower among women than men. For postrecurrence mortality, the risk was 10.2% lower among women in 2000, but the sex difference was 3.3% by the end of the period, which was due to a larger overall increase in the risk among women than men over the entire time period. INTERPRETATION The declines in recurrent stroke suggest successful secondary stroke prevention, especially in women. However, the continued high postrecurrence mortality among both sexes at the end of study period emphasizes the need for ongoing interventions to improve prognosis in those who have had recurrent cerebrovascular events. ANN NEUROL 2024;96:332-342.
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Affiliation(s)
- Chen Chen
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Mathew J Reeves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, USA
| | - Kevin He
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Lewis B Morgenstern
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Stroke Program, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Lynda D Lisabeth
- Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Stroke Program, University of Michigan Medical School, Ann Arbor, MI, USA
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7
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Columbo JA, Daya N, Colantonio LD, Wang Z, Foti K, Hyacinth HI, Johansen MC, Gottesman R, Goodney PP, Howard VJ, Muntner P, Schneider ALC, Selvin E, Hicks CW. Derivation and Validation of ICD-10 Codes for Identifying Incident Stroke. JAMA Neurol 2024; 81:875-881. [PMID: 38949838 PMCID: PMC11217886 DOI: 10.1001/jamaneurol.2024.2044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 05/03/2024] [Indexed: 07/02/2024]
Abstract
Importance Claims data with International Statistical Classification of Diseases, Tenth Revision (ICD-10) codes are routinely used in clinical research. However, the use of ICD-10 codes to define incident stroke has not been validated against expert-adjudicated outcomes in the US population. Objective To develop and validate the accuracy of an ICD-10 code list to detect incident stroke events using Medicare inpatient fee-for-service claims data. Design, Setting, and Participants This cohort study used data from 2 prospective population-based cohort studies, the Atherosclerosis Risk in Communities (ARIC) study and the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study, and included participants aged 65 years or older without prior stroke who had linked Medicare claims data. Stroke events in the ARIC and REGARDS studies were identified via active surveillance and adjudicated by expert review. Medicare-linked ARIC data (2016-2018) were used to develop a list of ICD-10 codes for incident stroke detection. The list was validated using Medicare-linked REGARDS data (2016-2019). Data were analyzed from September 1, 2022, through September 30, 2023. Exposures Stroke events detected in Medicare claims vs expert-adjudicated stroke events in the ARIC and REGARDS studies. Main Outcomes and Measures The main outcomes were sensitivity and specificity of incident stroke detection using ICD-10 codes. Results In the ARIC study, there were 110 adjudicated incident stroke events among 5194 participants (mean [SD] age, 80.1 [5.3] years) over a median follow-up of 3.0 (range, 0.003-3.0) years. Most ARIC participants were women (3160 [60.8%]); 993 (19.1%) were Black and 4180 (80.5%) were White. Using the primary diagnosis code on a Medicare billing claim, the ICD-10 code list had a sensitivity of 81.8% (95% CI, 73.3%-88.5%) and a specificity of 99.1% (95% CI, 98.8%-99.3%) to detect incident stroke. Using any diagnosis code on a Medicare billing claim, the sensitivity was 94.5% (95% CI, 88.5%-98.0%) and the specificity was 98.4% (95% CI, 98.0%-98.8%). In the REGARDS study, there were 140 adjudicated incident strokes among 6359 participants (mean [SD] age, 75.8 [7.0] years) over a median follow-up of 4.0 (range, 0-4.0) years. More than half of the REGARDS participants were women (3351 [52.7%]); 1774 (27.9%) were Black and 4585 (72.1%) were White. For the primary diagnosis code, the ICD-10 code list had a sensitivity of 70.7% (95% CI, 63.2%-78.3%) and a specificity of 99.1% (95% CI, 98.9%-99.4%). For any diagnosis code, the ICD-10 code list had a sensitivity of 77.9% (95% CI, 71.0%-84.7%) and a specificity of 98.9% (95% CI, 98.6%-99.2%). Conclusions and Relevance These findings suggest that ICD-10 codes could be used to identify incident stroke events in Medicare claims with moderate sensitivity and high specificity.
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Affiliation(s)
- Jesse A. Columbo
- Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire
- Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Natalie Daya
- Department of Epidemiology, Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Lisandro D. Colantonio
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Zhixin Wang
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Kathryn Foti
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Hyacinth I. Hyacinth
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Michelle C. Johansen
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rebecca Gottesman
- Stroke Branch, National Institute of Neurological Disorders and Stroke Intramural Research Program, Bethesda, Maryland
| | - Phillip P. Goodney
- Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, New Hampshire
- Section of Vascular Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Virginia J. Howard
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Paul Muntner
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham
| | - Andrea L. C. Schneider
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Elizabeth Selvin
- Department of Epidemiology, Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Caitlin W. Hicks
- Department of Epidemiology, Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Division of Vascular Surgery and Endovascular Therapy, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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Perez MA, Reyes-Esteves S, Mendizabal A. Racial and Ethnic Disparities in Neurological Care in the United States. Semin Neurol 2024; 44:178-192. [PMID: 38485124 DOI: 10.1055/s-0043-1778639] [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: 04/19/2024]
Abstract
The burden of neurological disease is increasing globally. In the United States, this burden is disproportionally greater for Black and Latino communities who have limited access to neurological care. Health services researchers have attempted to identify racial and ethnic disparities in neurological care and possible solutions. This article reviews the most current literature on racial and ethnic disparities in commonly encountered neurological conditions, including Stroke, Alzheimer's Disease, Multiple Sclerosis, Epilepsy, Parkinson's Disease, and Migraine. Disparities exist in disease incidence, diagnosis, access to care, treatment, outcomes, and representation in epidemiologic studies and clinical trials. Many of the disparities observed in neurological care in the United States are a consequence of longstanding racist and discriminatory policies and legislation that increase risk factors for the development of neurological disease or lead to disparities in accessing quality neurological care. Therefore, additional efforts on the legislative, community health, and healthcare system levels are necessary to prevent the onset of neurological disease and achieve equity in neurological care.
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Affiliation(s)
- Michael A Perez
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Adys Mendizabal
- Department of Neurology, University of California, Los Angeles, California
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Mansoor H, Manion D, Swafford KJ, Jicha G, Moga D. National Trends of Vascular Risk Factor Control Among Stroke Survivors: From the National Health and Nutrition Examination Survey 2009 to 2020. J Am Heart Assoc 2024; 13:e032916. [PMID: 38456392 PMCID: PMC11010011 DOI: 10.1161/jaha.123.032916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 01/17/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Contemporary data describing the national trends on vascular risk factor control among stroke survivors are limited. METHODS AND RESULTS This is a cross-sectional analysis of the National Health and Nutrition Examination Survey cycles 2009 to 2010 to 2017 to March 2020. Adults (≥18 years of age) with a self-reported diagnosis of stroke were identified. Age-adjusted trends in hypertension, diabetes, and hyperlipidemia control were examined. Sex and racial differences in vascular risk factor control were also investigated. Among 32 497 adult individuals who participated in the National Health and Nutrition Examination Survey, 1354 participants (4.2%) self-reported a prior diagnosis of stroke (55% were women). The rates of age-adjusted blood pressure control worsened when using the cutoff <140/90 mm Hg (79.1% in 2009-2010 versus 61.5% in 2017-March 2020, Ptrend<0.001) and using the cutoff <130/80 mm Hg (53.3% in 2009-2010 versus 38.6% in 2017-March 2020, Ptrend=0.006). Age-adjusted diabetes control (hemoglobin A1c <7 mg/dL) did not significantly change during the study period (88.8% in 2009-2010 versus 85.9% in 2017-March 2020, Ptrend=0.41). Achieving a total cholesterol level <200 mg/dL did not change during the study period (67.3% in 2009-2010 versus 73.3% in 2017-March 2020, Ptrend=0.16). These findings were mostly consistent in men and women and across the different racial and ethnic groups. CONCLUSIONS In the United States, secondary prevention was suboptimal for stroke survivors, and there has not been any major significant improvement in the rates of achieving the recommended targets for vascular risk factors during the past decade. These findings highlight the need for targeted interventions to improve these modifiable risk factors.
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Affiliation(s)
- Hend Mansoor
- Pharmacy Practice and Science Department University of Kentucky Lexington KY
| | - Daniel Manion
- Pharmacy Practice and Science Department University of Kentucky Lexington KY
| | | | - Gregory Jicha
- Department of Neurology University of Kentucky Lexington KY
| | - Daniela Moga
- Pharmacy Practice and Science Department University of Kentucky Lexington KY
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Stulberg EL, Sachdev PS, Murray AM, Cramer SC, Sorond FA, Lakshminarayan K, Sabayan B. Post-Stroke Brain Health Monitoring and Optimization: A Narrative Review. J Clin Med 2023; 12:7413. [PMID: 38068464 PMCID: PMC10706919 DOI: 10.3390/jcm12237413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 11/10/2023] [Accepted: 11/21/2023] [Indexed: 01/22/2024] Open
Abstract
Significant advancements have been made in recent years in the acute treatment and secondary prevention of stroke. However, a large proportion of stroke survivors will go on to have enduring physical, cognitive, and psychological disabilities from suboptimal post-stroke brain health. Impaired brain health following stroke thus warrants increased attention from clinicians and researchers alike. In this narrative review based on an open timeframe search of the PubMed, Scopus, and Web of Science databases, we define post-stroke brain health and appraise the body of research focused on modifiable vascular, lifestyle, and psychosocial factors for optimizing post-stroke brain health. In addition, we make clinical recommendations for the monitoring and management of post-stroke brain health at major post-stroke transition points centered on four key intertwined domains: cognition, psychosocial health, physical functioning, and global vascular health. Finally, we discuss potential future work in the field of post-stroke brain health, including the use of remote monitoring and interventions, neuromodulation, multi-morbidity interventions, enriched environments, and the need to address inequities in post-stroke brain health. As post-stroke brain health is a relatively new, rapidly evolving, and broad clinical and research field, this narrative review aims to identify and summarize the evidence base to help clinicians and researchers tailor their own approach to integrating post-stroke brain health into their practices.
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Affiliation(s)
- Eric L. Stulberg
- Department of Neurology, University of Utah, Salt Lake City, UT 84112, USA;
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing (CHeBA), University of New South Wales, Sydney, NSW 2052, Australia;
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Anne M. Murray
- Berman Center for Outcomes and Clinical Research, Minneapolis, MN 55415, USA;
- Department of Medicine, Geriatrics Division, Hennepin Healthcare Research Institute, Minneapolis, MN 55404, USA
| | - Steven C. Cramer
- Department of Neurology, University of California Los Angeles, Los Angeles, CA 90095, USA;
- California Rehabilitation Institute, Los Angeles, CA 90067, USA
| | - Farzaneh A. Sorond
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA;
| | - Kamakshi Lakshminarayan
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Behnam Sabayan
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA;
- Department of Neurology, Hennepin Healthcare Research Institute, Minneapolis, MN 55404, USA
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Kapral MK. Kenton Award Lecture-Stroke Disparities Research: Learning From the Past, Planning for the Future. Stroke 2023; 54:379-385. [PMID: 36689593 DOI: 10.1161/strokeaha.122.039562] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/15/2022] [Indexed: 01/24/2023]
Abstract
Inequities in stroke care and outcomes have been documented both within and among countries based on factors, such as race, geography, and socioeconomic status. Research can help us to identify, understand, and address inequities, and this article offers considerations for scientists working in this area. These include designing research aimed at identifying the underlying causes of inequities, recognizing the importance of the social determinants of health, considering interventions that go beyond the individual patient and provider to include policies and systems, acknowledging the role of structural racism, performing community-engaged participatory research, considering intersecting social identities, learning from cross-national comparisons, maintaining the data sources needed for inequities research, using terminology that advances health equity, and improving diversity across the research enterprise.
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Affiliation(s)
- Moira K Kapral
- Division of General Internal Medicine, Department of Medicine, University of Toronto, Canada (M.K.K.)
- ICES, Toronto, Canada (M.K.K.)
- Toronto General Hospital Research Institute, Canada (M.K.K.)
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