| Literature DB >> 27806965 |
Jonathan C Hsu1, Masaharu Akao2, Mitsuru Abe2,3, Karen L Anderson4, Alvaro Avezum5, Nathan Glusenkamp4, Shun Kohsaka6, Deirdre A Lane7, Gregory Y H Lip7,8, Chang-Sheng Ma9, Frederick A Masoudi10,11, Tatjana S Potpara12, Teo Wee Siong13, Mintu P Turakhia14,15, Hung-Fat Tse16, John S Rumsfeld4,10,11, Thomas M Maddox17,11,18.
Abstract
Entities:
Keywords: atrial fibrillation; clinical registries; global health; quality of care and outcomes
Mesh:
Year: 2016 PMID: 27806965 PMCID: PMC5210367 DOI: 10.1161/JAHA.116.004037
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1International age‐adjusted AF prevalence rates (per 100 000 population) in the 21 Global Burden of Disease regions, 2010. Figure reproduced from Chugh et al7 with permission from Wolters Kluwer Health, Inc. AF indicates atrial fibrillation.
Figure 2Global AF prevalence and projected increases. Figure reproduced from Rahman et al1 with permission from Nature Publishing Group. AF indicates atrial fibrillation.
Figure 3Mortality associated with atrial fibrillation (AF) stratified by sex and type of region (developed vs developing). Figure reproduced from Chugh et al7 with permission from Wolters Kluwer Health, Inc.
Figure 4Disability‐adjusted life years (DALYs) related to AF. Estimated global age‐adjusted DALYs (per 100 000) related to atrial fibrillation: 1990 to 2010. UI indicates uncertainty index. Figure reproduced from Chugh et al7 with permission from Wolters Kluwer Health, Inc.
Figure 5Initial INTERAF partners, by country. APHRS indicates Asia‐Pacific Heart Rhythm Society; CAFR, Chinese Atrial Fibrillation Registry; EORP, EURObservational Research Programme, INTERAF, International Collaborative Partnership for the Study of Atrial Fibrillation; KiCs, Keio Interhospital Cardiovascular Studies; PINNACLE, Practice Innovation and Clinical Excellence.
Characteristics of the Current INTERAF Registries, as of December 31, 2015
| United States NCDR PINNACLE AF Registry | European Society of Cardiology EURObservational Research Program (EORP) AF General Registry | Chinese AF Registry (CAFR) | Brazil PINNACLE AF Registry | Asia Pacific Heart Rhythm Society | Japanese Fushimi AF Registry | Japanese Keio Interhospital Cardiovascular Studies (KiCS) AF Registry | Balkan AF Registry | |
|---|---|---|---|---|---|---|---|---|
| Patient setting | Outpatients | Outpatients | Inpatients and outpatients | Inpatients and outpatients | Inpatients and outpatients | Inpatients and outpatients | Outpatients | Inpatients and outpatients |
| Geographic location | United States | Albania, Belgium, Czech Republic, Denmark, France, Georgia, Ireland, Israel, Italy, Kyrgystan, Kazakhstan, Lativa, Libya, Macedonia, Malta, Poland, Portugal, Romania, Russia, Serbia, Spain, Switzerland, UK | China | Brazil | Hong Kong, South Korea, Singapore, Japan, Taiwan | Japan | Japan | Albania, Bosnia & Herzegovina, Bulgaria, Croatia, Montenegro, Romania and Serbia |
| Number of patients, providers, and healthcare settings | 927 511 patients at 1400 practice locations | 10 000 patients (Target enrollment: 23 000 patients) | 15 000 patients at 31 hospitals (Target enrollment: 20 000 patients) | Target enrollment 10 000 patients (to begin enrolling in late 2015) | Target enrollment 5000 patients with at least 5 centers in each country (to begin enrolling in early 2016) | 4426 patients at 79 participating institutions (2 cardiovascular centers, 10 rehab hospitals, 67 private clinics) | 1284 patients at 10 cardiovascular centers | 2712 patients in 49 centers (university and non‐university hospitals and health centers) |
| Registry dates of collection | 2008–present | 2014–2016 | 2011–present | 2015–2017 | 2016–2017 | 2011–present | 2012–present | December 2015–February 2015 |
| Data collection method | Automated EHR data collection | Paper‐based case report form | EHR and paper data collection | EHR and paper data collection | EHR and paper data collection | EHR and paper data collection | EHR and paper data collection | Electronic case report form, backed up with paper data source |
| Data elements and quality | Complete data on comorbidities, medications, vital signs, and labs; partial data on event history, events between visits; CHADS2 and CHA2DS2‐VASc score calcuation | Complete data on comorbidities, medications, vital signs, CHADS2 and CHA2DS2‐VASc score calculations; partial data on events at 1 year | Data elements similar to US PINNACLE | Data elements similar to US PINNACLE | Complete data on comorbidities, medications, vital signs, CHADS2 and CHA2DS2‐VASc score calculations; partial data on events at 1 year | Complete data on comorbidities, medications, vital signs, CHADS2 and CHA2DS2‐VASc score calculations | Complete data on comorbidities, medications, vital signs, CHADS2 score, CHA2DS2‐VASc score, treatment strategy, and baseline QoL data; partial data embolic events, bleeding events, and QoL at 1 and 2 years | Complete data on patient characteristics, presentation, healthcare setting, AF management strategies, and diagnostic procedures |
| Availability and characteristics of longitudinal data | Linked to longitudinal US Medicare claims data | Annual follow‐up assessment over 3 years | Longitudinal follow‐up assessment every 6 months | Planned longitudinal follow‐up assessment | Annual follow‐up over 2 years | Annual follow‐up assessment | Annual follow‐up over 2 years | None |
| OAC assessment and quality | Assessment of OAC use, including both VKA and DOACs | Assessment of OAC use | Assessment of OAC use, including both VKA and DOACs | Assessment of OAC use | Assessment of OAC use | Assessment of OAC use, including both VKA and DOACs | Assessment of OAC use, including both VKA and DOACs | Assessment of OAC use, including both VKA and DOACs |
| IRB approval | National IRB waiver; no individual patient consent | Patients individually consented | Patients individually consented | National IRB waiver; some individual patient consent | Patients individually consented | Institutional IRB waiver; no individual patient consent | Patients individually consented | Patients individually consented |
| Feedback to registry participants | Feedback given to participating practices via performance reports | Feedback and some data monitoring | Feedback to hospitals twice a year | Feedback given to participating practices via performance reports | Feedback and some data monitoring | Feedback and some data monitoring | Feedback provided to participating hospitals twice a year | Regular feedback to participating sites |
| Participation in prospective research studies | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed | Sites can participate in cohort studies, but consent needed |
| Incentives for registry participation | Receipt of feedback reports and automatic submission to Medicare for quality bonus payments | None | CAFR funding to hospitals | Receipt of feedback reports and quality of care certification via the American College of Cardiology and São Paulo Society of Cardiology | None | None | Feedback reports and research projects | None |
AF indicates atrial fibrillation; DOACs, direct oral anticoagulants; EHR, electronic health record; INTERAF, International Collaborative Partnership for the Study of Atrial Fibrillation; IRB, institutional review board; OAC, oral anticoagulant; PINNACLE, Practice Innovation and Clinical Excellence; QoL, quality of life; VKA, vitamin K antagonist.
An institutional waiver of consent has been obtained for collective analyses as all data are de‐identified and of minimal risk to any patient.
INTERAF Research Priorities
| 1. | Global and regional comparisons of overall age, sex, and racial/ethnic characteristics of AF populations |
| 2. | Global and regional comparisons of AF management, including both pharmacologic and nonpharmacologic approaches to heart rate and rhythm control |
| 3. | Global and regional comparisons of pharmacologic and nonpharmacologic approaches to thromboembolism prevention |
| 4. | Global and regional determinants of antithrombotic therapy and effective anticoagulation control |
| 5. | Global and regional outcomes associated with AF management practices |
| 6. | Comparison and predictors of embolic and bleeding events associated with AF and its management |
| 7. | Time trends in use of various treatment strategies in different healthcare systems |
| 8. | Impact of local health systems on AF care |
| 9. | Resource utilization for AF care |
| 10. | Patterns of AF care as a function of national and international guideline recommendations |
| 11. | Comparison of “real world” AF populations to those studied in AF clinical trials |
| 12. | Global and regional predictors of high‐quality AF management |
| 13. | Quality improvement initiatives for AF care and outcomes, with a focus on those elements that can be successfully translated across countries and geographic regions |
AF indicates atrial fibrillation; INTERAF, International Collaborative Partnership for the Study of Atrial Fibrillation.
INTERAF Patient Characteristics by Participating Registry
| Patient Characteristics | United States NCDR PINNACLE AF Registry | European Society of Cardiology EURObservational Research Program (EORP) AF General Registry | Chinese AF Registry (CAFR) | Brazil PINNACLE AF Registry | Japanese Fushimi AF Registry | Japanese KiCS AF Registry | Balkan‐AF Registry | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N=969 502 | N=3119 | N=17 467 | N=26 | N=4426 | N=1284 | N=2712 | ||||||||
| Number | Percentage | Number | Percentage | Number | Percentage | Number | Percentage | Number | Percentage | Number | Percentage | Number | Percentage | |
| Demographics | ||||||||||||||
| Age, y | ||||||||||||||
| <65 | 240 778 | 24.8 | 1029 | 33.0 | 8678 | 49.7 | 6 | 23.7 | 779 | 17.6 | 539 | 42.0 | 883 | 32.6 |
| 65 to 74 | 313 479 | 32.3 | 1039 | 33.3 | 5077 | 29.1 | 10 | 38.5 | 1337 | 30.2 | 426 | 33.2 | 882 | 32.5 |
| >75 | 502 917 | 51.9 | 1051 | 33.7 | 3712 | 21.3 | 10 | 38.5 | 2310 | 52.2 | 318 | 24.8 | 947 | 34.9 |
| Male | 547 100 | 56.4 | 1859 | 59.6 | 10 716 | 61.4 | 15 | 57.7 | 2607 | 58.9 | 926 | 72.1 | 1485 | 55.5 |
| Race/ethnicity | ||||||||||||||
| White | 657 162 | 67.8 | NA | 0 | 0.0 | 18 | 69.2 | 0 | 0.0 | 0 | 0.0 | 2494 | 92.0 | |
| Black/African | 32 091 | 3.3 | NA | 0 | 0.0 | 3 | 11.5 | 0 | 0.0 | 0 | 0.0 | 218 | 8.0 | |
| American Indian/Alaska Native | 4591 | 0.5 | NA | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | NA | ||
| Asian | 8135 | 0.8 | NA | 17 467 | 100.0 | 0 | 0.0 | 4426 | 100.0 | 1284 | 100.0 | NA | ||
| Native Hawaiian/Pacific Islander | 2055 | 0.2 | NA | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | NA | ||
| Hispanic/Latino ethnicity | 22 774 | 2.4 | NA | 0 | 0.0 | 5 | 19.2 | 0 | 0.0 | 0 | 0.0 | NA | ||
| South Asian (India/Pakistan/Bangladesh) | NA | NA | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | NA | |||
| AF characteristics | ||||||||||||||
| AF type | ||||||||||||||
| Nonvalvular | 961 593 | 99.2 | 1138 | 36.5 | 5766 | 96.4 | 18 | 69.2 | 4218 | 95.3 | 1278 | 99.5 | 2712 | 100.0 |
| Valvular | 7909 | 0.8 | 1981 | 63.5 | 216 | 3.6 | 5 | 19.2 | 208 | 4.7 | 4 | 0.3 | 0 | 0.0 |
| AF duration | ||||||||||||||
| First detected | 47 383 | 4.89 | 945 | 30.3 | 1270 | 7.3 | 1 | 3.8 | NA | 68 | 5.3 | 632 | 23.3 | |
| Paroxysmal | 246 202 | 25.4 | 827 | 26.5 | 9768 | 56.3 | 6 | 23.1 | 1859 | 42.0 | 663 | 51.6 | 556 | 20.5 |
| Persistent | 48 084 | 5.0 | 811 | 26.0 | 6302 | 36.3 | 1 | 3.8 | 420 | 9.5 | 354 | 27.6 | 383 | 14.1 |
| Permanent | NA | 540 | 17.3 | NA | 14 | 53.8 | 2147 | 48.5 | 186 | 14.5 | 1088 | 40.1 | ||
| Unknown | 627 833 | 64.8 | NA | NA | 4 | 15.4 | NA | 13 | 1.0 | 53 | 2.0 | |||
| AF treatment | ||||||||||||||
| Rhythm control | ||||||||||||||
| Antiarrhythmic drug | 366 832 | 37.8 | 1123 | 36.0 | 5854 | 41.3 | 4 | 15.4 | 854 | 19.3 | 728 | 56.7 | 889 | 32.8 |
| Ablation | 40 912 | 4.2 | 237 | 7.6 | 7162 | 41.6 | 0 | 0.0 | 266 | 6.0 | 95 | 3.5 | ||
| Rate control | 849 645 | 87.6 | 1213 | 38.9 | 8202 | 7.8 | 10 | 38.5 | 1987 | 44.9 | 556 | 43.3 | 1622 | 59.8 |
| Stroke risk and prevention | ||||||||||||||
| CHADS2 score, median (IQR) | 2.0 (1.0–3.0) | 2.0 (1.0–3.0) | 2.0 (2.0–3.0) | 3.0 (2.0–3.0) | 2.0 (1.0–3.0) | 1.0 (0.0–2.0) | 2.0 (1.0–3.0) | |||||||
| CHA2DS2‐VASc score, median (IQR) | 4.0 (3.5–4.5) | 3.0 (2.0–4.0) | 4.0 (2.0–3.0) | 3.0 (2.0–3.0) | 3.0 (2.0–5.0) | 3.0 (2.0–4.0) | 3.0 (2.0–5.0) | |||||||
| OAC among those with either CHADSs or CHA2S2‐VASc score >1 | ||||||||||||||
| Warfarin | 398 816 | 41.1 | 2233 | 71.6 | 5979 | 54.5 | 5 | 19.2 | 1859 | 43.8 | 220 | 17.1 | 461 | 20.1 |
| Acenocoumarol | NA | NA | NA | NA | NA | NA | 964 | 42.0 | ||||||
| Phenprocoumon | NA | NA | NA | 0 | 0.0 | NA | NA | 1 | 0.0 | |||||
| Dabigatran | 81 556 | 8.4 | 212 | 6.8 | 200 | 93.0 | 6 | 23.1 | 152 | 3.6 | 161 | 12.5 | 142 | 6.2 |
| Rivaroxaban | 111 653 | 11.5 | 50 | 1.6 | 6 | 2.8 | 5 | 19.2 | 137 | 3.2 | 266 | 20.7 | 95 | 4.1 |
| Apixaban | 79 742 | 8.2 | 0 | 0.0 | NA | 2 | 7.7 | 130 | 3.1 | 256 | 19.9 | 43 | 1.9 | |
| Edoxaban | 2 349 | 0.24 | NA | NA | 0 | 0.0 | 31 | 0.7 | NA | 0 | 0.0 | |||
| Other | NA | NA | NA | NA | NA | 6 | 0.5 | NA | ||||||
| Other medical conditions | ||||||||||||||
| Coronary artery disease | 479 031 | 49.4 | 1135 | 36.4 | 2647 | 15.2 | 3 | 11.5 | 646 | 14.6 | 101 | 7.9 | 821 | 30.3 |
| Diabetes mellitus | 245 461 | 25.3 | 643 | 20.6 | 3233 | 18.7 | 4 | 15.4 | 1005 | 22.7 | 200 | 15.6 | 668 | 24.6 |
| Hypertension | 770 352 | 79.5 | 2211 | 70.9 | 10 011 | 57.8 | 20 | 76.9 | 2762 | 62.4 | 713 | 55.5 | 2121 | 78.2 |
| Current smoker | 182 998 | 18.9 | 352 | 11.3 | 2075 | 12.0 | 2 | 7.7 | 391 | 8.8 | 217 | 16.9 | 340 | 12.5 |
| Peripheral arterial disease | 102 279 | 10.6 | 349 | 11.2 | 107 | 1.6 | 2 | 7.7 | 186 | 4.2 | 42 | 3.3 | 122 | 4.5 |
| Prior TIA/stroke | 146 132 | 15.1 | 324 | 10.4 | 2509 | 14.5 | 1 | 3.8 | 823 | 18.6 | 103 | 8.0 | 364 | 13.5 |
| Congestive heart failure | 276 642 | 28.5 | 1482 | 47.5 | 1397 | 8.1 | 7 | 26.9 | 1235 | 27.9 | 193 | 15.0 | 1161 | 42.8 |
| Chronic kidney disease | ||||||||||||||
| Stage IIIa (GFR 45–59) | 1117 | 0.1 | NA | 382 | 2.7 | NA | 1226 | 27.7 | 315 | 24.5 | NA | |||
| Stage IIIb (GFR 30–44) | 1222 | 0.1 | NA | 146 | 1.0 | NA | 606 | 13.7 | 169 | 13.2 | NA | |||
| Stage IV (GFR 15–29) | 755 | 0.1 | NA | 60 | 0.4 | NA | 230 | 5.2 | 42 | 3.3 | NA | |||
| Stage V (GFR <15) or HD | 297 | 0.0 | NA | 32 | 0.2 | NA | 124 | 2.8 | 13 | 1.0 | NA | |||
The Brazil PINNACLE registry began enrolling patients in late 2015; The Asia Pacific HRS registry will begin enrolling patients in 2016. AF indicates atrial fibrillation; GFR, glomerular filtration rate; HD, hemodialysis; INTERAF, International Collaborative Partnership for the Study of Atrial Fibrillation; IQR, interquartile range; NA, not available/applicable; NDCR, National Cardiovascular Data Registry; PINNACLE, Practice Innovation and Clinical Excellence; OAC, oral anticoagulant; TIA, transient ischemic attack.
Includes both antiarrhythmic drug and AF ablation.