aRegistries included in this study are: J-RHYTHM (Japanese Rhythm Management Trial for Atrial Fibrillation) Registry, Fushimi AF Registry, Shinken Database, Keio Interhospital Cardiovascular Studies, and Hokuriku-Plus AF Registry. NVAF indicates nonvalvular atrial fibrillation.
eTable 1. Detailed Missing Data in the Study Patients
eTable 2. Patient Registration Period and Definition of Risk Factors in Each Registry
eTable 3. Competing Risk Regression Model Analysis
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Okumura K, Tomita H, Nakai M, et al. Risk Factors Associated With Ischemic Stroke in Japanese Patients With Nonvalvular Atrial Fibrillation. JAMA Netw Open. 2020;3(4):e202881. doi:10.1001/jamanetworkopen.2020.2881
What risk factors are associated with ischemic stroke in Japanese patients with nonvalvular atrial fibrillation?
This cohort study examined data from 12 289 individual patients in 5 atrial fibrillation registries in Japan and found that previous stroke, advanced age, hypertension, type of atrial fibrillation, and low body mass index were significant, independent risk factors associated with ischemic stroke.
These risk factors may be useful for identifying patients with nonvalvular atrial fibrillation who are at risk for ischemic stroke.
Despite the development of risk stratification schemes that have been widely used to determine the risk for thromboembolism in patients with nonvalvular atrial fibrillation (NVAF), risk stratification schemes in Asian patients with NVAF remain undetermined.
To determine risk factors for ischemic stroke in Japanese patients with NVAF.
Design, Setting, and Participants
This cohort study analyzed individual patient data from 5 AF registries in Japan: J-RHYTHM (Japanese Rhythm Management Trial for Atrial Fibrillation) Registry, Fushimi AF Registry, Shinken Database, Keio Interhospital Cardiovascular Studies (Keio Study), and Hokuriku-Plus AF Registry. Patients with atrial fibrillation were registered from 158 institutions in the J-RHYTHM Registry, 80 in the Fushimi AF Registry, a single hospital in Shinken Database, 11 in the Keio Study, and 19 in the Hokuriku-Plus AF Registry. Patients with valvular AF or lacking data were excluded. Data were collected and integrated in March 2016, and those from the Keio Study were updated in April 2018. Data were analyzed from April 2018 to February 2020.
Main Outcomes and Measures
Significant risk factors for ischemic stroke were determined by adjusted Cox proportional hazards analysis.
In total, 12 289 patients with NVAF (3758 [31%] female; mean [SD] age 70.2  years) were analyzed with a mean (SD) follow-up period of 649 (181) days (1.8 [0.5] years). During 21 820 person-years of follow-up, 241 cases of ischemic stroke were reported. Risk factors associated with ischemic stroke after adjustment for oral anticoagulant use at enrollment were age (75-84 years: hazard ratio [HR], 1.74; 95% CI, 1.32-2.30; P < .001; and ≥85 years: HR, 2.41; 1.63-3.56; P < .001), hypertension (HR, 1.60; 95% CI, 1.15-2.23; P = .006), previous stroke (HR, 2.75; 95% CI, 2.09-3.62; P < .001), persistent or permanent AF (HR, 1.59; 95% CI, 1.21-2.10; P = .001), and body mass index less than 18.5 (HR, 1.55; 95% CI, 1.05-2.29; P = .03). Neither diabetes nor heart failure were identified as risk factors for ischemic stroke.
Conclusions and Relevance
Previous stroke, advanced age, hypertension, persistent or permanent AF, and low body mass index were independent risk factors associated with ischemic stroke in Japanese patients with NVAF.
The CHA2DS2-VASc score (congestive heart failure, hypertension, age 75 years or older, diabetes, prior stroke/transient ischemic attack–vascular disease, age 65-74 years, sex category) is widely used in Europe and the United States for thromboembolic risk stratification in patients with nonvalvular atrial fibrillation (NVAF),1,2 whereas CHADS2 (congestive heart failure, hypertension, aged 75 years or older, diabetes, prior stroke/transient ischemic attack) score is used in Japan.3 In a previous study,4 we showed that both scores are useful for risk stratification in Japanese NVAF patients. But all CHADS2 score factors may not necessarily represent risks for thromboembolism. Our previous pooled data of the J-RHYTHM (Japanese Rhythm Management Trial for Atrial Fibrillation) Registry, Fushimi AF Registry, and Shinken Database showed that, for patients without oral anticoagulants (OAC), age 75 years or older, hypertension, and previous stroke or transient ischemic attack were independent risk factors associated with ischemic stroke, but diabetes or heart failure were not.5 The pooled data also showed that the annual ischemic stroke rate was 0.9%, 1.5%, and 2.7% in individuals with a CHADS2 score of 1, 2, and 3, respectively, which was lower than those shown in the original data.5,6 These findings suggest some differences in risk factors associated with thromboembolism by race and region.
Several novel risk factors in Japanese patients have been identified in the Fushimi AF, J-RHYTHM, and Hokuriku-Plus AF registries, including persistent or permanent AF, low body weight, anemia, and kidney dysfunction.7-11 Furthermore, female sex was shown not to be a risk for thromboembolism in the Japanese population.12 However, these results were obtained from a Japanese registry in which the patient demographic characteristics, especially mean age and risk for thromboembolism, were somewhat different from each other. In the present study, we pooled the data from the 5 AF prospective registries in Japan and assessed risk factors associated with ischemic stroke in the Japanese patients with NVAF.
We pooled the data from 5 major AF prospective registries in Japan: J-RHYTHM Registry (7937 patients),13 Fushimi AF Registry (3749 patients),14 Shinken Database (2957 patients),15 Keio Interhospital Cardiovascular Studies (Keio Study) (783 patients),16 and Hokuriku-Plus AF Registry (1492 patients).11 The data from each registry were collected and integrated in March 2016, and those from the Keio Study were updated in April 2018. A total of 819 patients with valvular AF and 3810 lacking complete data were excluded (Figure; eTable 1 in the Supplement). In total, 12 289 patients with NVAF were analyzed. Among the data collected in each registry, age, sex, congestive heart failure, hypertension, diabetes, previous stroke, vascular disease, type of AF (paroxysmal vs persistent or permanent), body mass index (BMI), creatinine level, and administration of OAC at enrollment were analyzed in this study. Researchers determined CHADS2 and CHA2DS2-VASc scores for each patient at enrollment. In this study, we focused on the incidence of ischemic stroke events. To balance the follow-up period among the registries, event data from individuals whose follow-up period exceeded 730 days were excluded from the analysis.
This study was approved and an exemption of informed consent was granted by the ethics committee of the Hirosaki University Graduate School of Medicine, Hirosaki, Japan, because the integrated data used did not include personally identifiable information. This study followed Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guidelines.
The patient demographic characteristics of each registry have been published previously.11,13-16 Briefly, the J-RHYTHM Registry was a prospective, observational cohort study aiming to determine the current status of anticoagulation therapy in Japanese patients with AF.13 A total of 7937 patients with AF, with or without warfarin treatment, from 158 institutions throughout Japan were registered between January and July 2009. The Fushimi AF Registry was a community-based survey of patients with AF aiming to enroll all patients in Fushimi-ku, Kyoto, Japan.14 It enrolled 3183 patients with or without OAC. The Shinken Database was a prospective cohort study enrolling new patients with AF who visited the Cardiovascular Institute Hospital in Tokyo, Japan.15 The Keio Study was a multicenter registry-based retrospective cohort study collecting outcome data from consecutive newly diagnosed patients with AF at 11 hospitals within the Kanto area of Japan.16 The Hokuriku-Plus AF Registry was a prospective, observational cohort study enrolling patients from 19 institutions in the Hokuriku and Yokohama areas of Japan.11 Patient registration period and definition of risk factors (congestive heart failure, hypertension, diabetes, vascular diseases) in each registry are shown in eTable 2 in the Supplement.
Data were expressed as mean (standard deviation) or number (percentage). Kaplan-Meier analysis was conducted with numbers at risk shown in 0-, 200-, 400-, and 600-day intervals. Cox proportional hazards models were used to calculate hazard ratio (HR) and 95% confidence interval for incidence of ischemic stroke events; significant risk factors were estimated. Also, a competing risk regression model was used to consider death prior to stroke. To account for missing data, multiple imputation analysis with 20 imputations was performed. Furthermore, shared frailty analysis was performed to assess differences in the registries. Statistical analyses were performed using STATA version 16 (StataCorp). Statistical significance was set at 2-sided P < .05.
Table 1 shows the profiles of the 12 289 patients with NVAF (mean [SD] age, 70.2 [11.0] years; 3758 [31%] female). Mean (SD) CHADS2 and CHA2DS2-VASc scores were 1.7 (1.3) and 2.9 (1.7), respectively. The numbers of patients with no OAC, warfarin, and direct oral anticoagulant (DOAC) were 3197 (26%), 7886 (64%), and 1206 (10%), respectively. Mean (SD) follow-up was 649 (181) days (1.8 [0.5] years).
During 21 820 person-years of follow-up, 241 cases of ischemic stroke were reported. Univariate, multivariable, and stepwise Cox proportional hazards models were used to determine significant risk factors for the incidence of ischemic stroke (Table 2). A stepwise analysis showed that age (75-84 years: HR, 1.74; 95% CI, 1.32-2.30; P < .001; and ≥85 years: HR, 2.41; 95% CI, 1.63-3.56; P < .001), hypertension (HR, 1.60; 95% CI, 1.15-2.23; P = .006), previous stroke (HR, 2.75; 95% CI, 2.09-3.62; P < .001), persistent or permanent AF (HR, 1.59; 95% CI, 1.21-2.10; P = .001), and BMI less than 18.5 (calculated as weight in kilograms divided by height in meters squared) (HR, 1.55; 95% CI, 1.05-2.29; P = .03) were significant risk factors associated with ischemic stroke after adjusting OAC administration at enrollment. Multivariable analysis also supported these results (Table 2). Of note, 57 patients whose only risk factor was low BMI had no ischemic stroke event.
We observed 26 deaths prior to the incidence of an ischemic stroke event. We evaluated the effect of these deaths on the data using a competing risk regression model, and the analysis showed similar results (eTable 3 in the Supplement). The event rate in the missing population (0.82 per 100 person-years) was similar or a bit lower compared with that in the study population (1.15 per 100 person-years), while the missing population had a lower mean (SD) age (67.6  years) and slightly lower CHADS2 score (1.4 [1.2]) than the study population. Furthermore, we performed multiple imputation analysis with 20 imputations and shared frailty analysis, which showed similar results (data not shown). These findings indicate that missing data and differences in the registries do not seem to affect the main results.
This study found that previous stroke, advanced age (defined by cohorts aged 75-84 years and ≥85 years), hypertension, type of AF (persistent or permanent), and BMI of less than 18.5 were significant, independent risk factors associated with ischemic stroke in Japanese patients with NVAF. Notably, type of AF (persistent or permanent) and low BMI, neither of which is included in CHADS2 scores, were found to be novel risk factors associated with ischemic stroke. These risk factors may be useful for identifying Japanese patients with NVAF who are at risk for ischemic stroke.
Individual Japanese AF registries demonstrated that advanced age (≥75 years), low body mass (BMI <18.5), previous stroke, heart failure, kidney dysfunction, anemia, and persistent or permanent AF are among the risk factors associated with ischemic stroke.7-11 Our previous pooled analysis from the J-RHYTHM Registry, Fushimi AF Registry, and Shinken Database in patients not treated with OAC (3588 patients) showed that age 75 years or older, hypertension, and previous stroke or transient ischemic attack were risk factors associated with ischemic stroke, but neither heart failure nor diabetes was.5 The present analysis of the larger number of patients from 5 NVAF registries (n = 12 289) supported this. Importantly, the older cohort (age ≥85 years) was associated with a higher incidence of ischemic stroke than the younger cohort (ages 75-84 years), a result consistent with findings from the Fushimi AF Registry.17 This fact is clinically important in societies with a high proportion of older adults such as Japan.
This study found further evidence suggesting neither heart failure nor diabetes was a risk factor associated with ischemic stroke. The Fushimi AF Registry demonstrated that although heart failure at enrollment was not significantly associated with incidence of stroke, patients admitted who experienced heart failure after enrollment, or those with a high BNP (B-type natriuretic peptide) or NT-proBNP (N-terminal pro-B-type natriuretic peptide) level, were at a risk for stroke.18 Furthermore, the Hokuriku-Plus AF Registry demonstrated that high BNP level was significantly associated with future thromboembolic events.11 These findings strongly suggest that the effect of heart failure on the incidence of stroke is dependent on the stage or severity of heart failure. Objective markers for heart failure, such as BNP/NT-proBNP, would stratify patients with NVAF diagnosed as having heart failure more accurately.
Regarding diabetes, Patti et al19 reported a higher risk of stroke or systemic embolism in patients with diabetes receiving insulin treatment compared with those without insulin. Notably, there was no difference in embolic events between patients with diabetes not receiving insulin and those without diabetes. These findings indicate that stratified analysis for diabetes using the pooled database will clearly be required.
The J-RHYTHM Registry showed that hypertension at enrollment is not a risk factor, but a systolic blood pressure greater than or equal to 136 mm Hg at the time closest to the event was associated with the incidence of thromboembolism.20 The Fushimi AF Registry showed that a systolic blood pressure greater than 150 mm Hg at enrollment was a risk factor for stroke, although history of hypertension was not.21 All these results indicate that blood pressure control is critical for preventing ischemic stroke in patients with NVAF. More detailed and stratified analysis using the pooled data will be of great interest.
The Fushimi AF Registry previously found that low body weight (≤50 kg) or low BMI (<18.5) is a risk factor associated with stroke.7,22 A recent meta-analysis23 found that low BMI was associated with an increased thromboembolism risk in Asian patients with AF. More recently, an analysis of the Korean National Health Insurance Service database found that patients with AF and low body weight (<50 kg) receiving OAC had a higher incidence of ischemic stroke than those weighting 50 to 60 kg.24 The present study is consistent with these results, as a low BMI was a significant risk factor associated with ischemic stroke. It should be pointed out, however, that 57 patients with the single risk factor of low BMI had no ischemic stroke event during follow-up. Low BMI may not be a risk factor, but a risk modifier, such as with female sex in CHA2DS2-VASc score.25 Further studies are required to explore this possibility.
Persistent or permanent AF was shown to be associated with an increased risk of ischemic stroke in the Fushimi AF Registry and Hokuriku-Plus AF Registry.8,11 Furthermore, in the global ROCKET-AF and ENGAGE AF-TIMI 48 trials and recent meta-analysis,26-28 patients with persistent or permanent AF had more strokes or systemic embolic events than those with paroxysmal AF. The present results were consistent with those of the global studies, and when the risk for ischemic stroke is assessed, the AF type should be considered.
Lower creatinine clearance has been shown to be a risk factor of ischemic stroke in NVAF patients.9 In the present study, the serum creatinine level was used for the analysis and creatinine clearance was not, since the latter is determined in clinical practice by the Cockcroft-Gault equation, which includes both age and body weight, and thus is not considered as a single risk factor. In fact, when creatinine clearance was included as a variable in multivariable analysis, neither creatinine clearance nor low BMI was a significant risk factor. The present results showed that the serum creatinine level was not a significant risk factor associated with ischemic stroke in multivariable analysis. Stratified analysis in kidney dysfunction is therefore warranted.
This study has several limitations. First, the results were not prospectively validated by the external data. Second, 3809 patients were excluded because of the missing data. We cannot completely exclude the possibility that the lack of data may have affected the results. However, multiple imputation analysis confirmed our case analysis. Third, the follow-up period was limited to a mean of 649 days. A longer follow-up period would be preferable, but event data and follow-up periods exceeding 730 days were excluded from the present analysis to balance among the registries. Wang et al29 found that the ischemic stroke rate in paroxysmal and persistent patients with NVAF without OAC (mean [SD] CHADS2 score, 1.7 [1.4] and 2.1 [1.5], respectively) from the Chinese Atrial Fibrillation Registry study was 1.0 and 1.4 per 100 person-years in each, which were quite similar to the present results. In addition, there may be other risk factors or markers for ischemic stroke, such as BNP/NT-proBNP levels and echocardiographic values. Further studies in this area are needed.
This cohort study found that previous stroke, advanced age, hypertension, type of AF, and BMI less than 18.5 were independent risk factors associated with ischemic stroke in Japanese patients with NVAF. These risk factors may be useful for identifying patients with NVAF at risk for ischemic stroke.
Accepted for Publication: February 19, 2020.
Published: April 15, 2020. doi:10.1001/jamanetworkopen.2020.2881
Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2020 Okumura K et al. JAMA Network Open.
Corresponding Author: Ken Okumura, MD, Department of Cardiology, Hirosaki University Graduate School of Medicine, 5 Zaifu-cho, Hirosaki, 036-8562 Japan (firstname.lastname@example.org).
Author Contributions: Drs Okumura and Tomita had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
Concept and design: Okumura, Tomita, Kodani, Fukuda, Isobe, Miyamoto, Miyata, Okamura.
Acquisition, analysis, or interpretation of data: Okumura, Tomita, Nakai, Kodani, Akao, Suzuki, Hayashi, Sawano, Goya, Yamashita, Ogawa, Tsuda, Isobe, Toyoda, Okamura, Sasahara.
Drafting of the manuscript: Okumura, Tomita, Kodani, Hayashi, Ogawa, Miyamoto, Sasahara.
Critical revision of the manuscript for important intellectual content: Okumura, Tomita, Nakai, Akao, Suzuki, Sawano, Goya, Yamashita, Fukuda, Tsuda, Isobe, Toyoda, Miyata, Okamura.
Statistical analysis: Okumura, Tomita, Nakai, Miyamoto, Okamura.
Obtained funding: Okumura, Fukuda, Isobe.
Administrative, technical, or material support: Okumura, Tomita, Kodani, Suzuki, Hayashi, Sawano, Goya, Yamashita, Tsuda, Miyamoto, Miyata, Okamura, Sasahara.
Supervision: Okumura, Tomita, Goya, Yamashita, Isobe, Okamura.
Conflict of Interest Disclosures: Dr Okumura reported receiving grants from Japan Agency for Medical Research and Development during the conduct of the study; support received outside the submitted work included speaking fees from Boehringer Ingelheim, Bayer, Daiichi-Sankyo, Bristol-Myers Squibb, and Pfizer. Dr Tomita reported receiving research funding from Pfizer, a speaking fee from Briston-Myers Squibb, and both grants and speaking fees from Boehringer Ingelheim, Bayer, and Daiichi-Sankyo outside the submitted work. Dr Kodani reported receiving research funding from Daiichi Sankyo, Bristol Myers Squibb, and Ono Pharmaceutical outside the submitted work. Dr Akao reported receiving grants from the Japan Agency for Medical Research and Development, lecture fees from Bristol-Myers Squibb, Pfizer, and Boehringer-Ingelheim, and grants and lecture fees from Bayer Healthcare and Daiichi Sankyo during the conduct of the study. Dr Suzuki reported receiving grants from Boehringer-Ingelheim and Mitsubishi-Tanabe, and grants and speaking fees from Daiichi-Sankyo outside the submitted work. Dr Hayashi reported receiving speaking fees from Bayer, Daiichi Sankyo, and Bristol-Myers Squibb. Dr Sawano reported receiving lecture fees from Boehringer Ingelheim, Bristol-Myers Squibb, Astellas Pharma, and Sanofi, and research funding from Takeda Pharmaceutical. Dr Goya reported receiving speaking fees from Daiichi Sankyo, Abbott, and Japan Life Line. Dr Yamashita reported receiving grants from the Japan Agency for Medical Research and Development during the conduct of the study; support received outside the submitted work included speaking fees from Nippon Boehringer and Ono Pharmaceutical, personal fees from Toa Eiyo, and grants and lecture fees or honoraria from Daiichi-Sankyo, Bristol-Myers Squibb, and Bayer. Dr Isobe reported receiving research funding from Teijin Pharma and Ono Pharmaceutical, speaking fees from Chugai Pharmaceutical, and research funding and speaking fees from Daiichi-Sankyo, Mitsubishi-Tanabe, and Otsuka Pharmaceutical. Dr Toyoda reported receiving speaking fees from Daiichi-Sankyo, Bayer, Bristol-Myers Squibb, and personal fees from Nippon Behringer outside the submitted work. Dr Okamura reported receiving speaking fees from Bayer and Daiichi-Sankyo. No other disclosures were reported.
Funding/Support: This study was supported by the Japan Agency for Medical Research and Development under grant 18ek0210082h0002.
Role of the Funder/Sponsor: The Japan Agency for Medical Research and Development had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
Group Information: J-RISK AF Research Group Investigators/Collaborators are the following: chief investigator–Ken Okumura, MD, PhD, Hirosaki University, Saiseikai Kumamoto Hospital; assistant chief investigator–Hirofumi Tomita, MD, PhD, Hirosaki University; participating investigators–Toshiharu Ninomiya; Jun Hata, Kyushu University; Hiroyasu Iso, Hironori Imano, Isao Muraki, Cui Renzhe, Osaka University; Yoshihiro Miyamoto, Yoshihiro Kokubo, Michikazu Nakai, Yusuke Sasahara, Kazunori Toyoda, Manabu Inoue, Masahito Takagi, National Cerebral and Cardiovascular Center; Kazutaka Aonuma, Nobuyuki Murakoshi, University of Tsukuba; Gen Kobashi, Toshimi Sairenchi, Dokkyo Medical University; Takeshi Yamashita, Shinya Suzuki, The Cardiovascular Institute; Masaharu Akao, Hisashi Ogawa, National Hospital Organization Kyoto Medical Center; Keiichi Fukuda, Tomonori Okamura, Hiroaki Miyata, Mitsuaki Sawano, Norimichi Hirahara, Daisuke Sugiyama, Keio University; Kenshi Hayashi, Hiroshi Furusho, Toyonobu Tsuda, Kanazawa University; Mitsuaki Isobe, Tokyo Medical and Dental University, Sakakibara Heart Institute; Tetsushi Furukawa, Masahiko Goya, Tokyo Medical and Dental University; Eitaro Kodani, Nippon Medical School Tama-Nagayama Hospital; Yoshifusa Aizawa, Tachikawa Medical Center; Fujiko Irie, Ibaraki Prefectural Government; Kohei Tanizaki, Sakakibara Heart Institute.
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