TRial of an Educational intervention on patients' knowledge of Atrial fibrillation and anticoagulant therapy, INR control, and outcome of Treatment with warfarin (TREAT)
Open accessAbstract
BACKGROUND: Atrial fibrillation (AF) patients with a high risk of stroke are recommended anticoagulation with warfarin. However, the benefit of warfarin is dependent upon time spent within the target therapeutic range (TTR) of their international normalised ratio (INR) (2.0 to 3.0). AF patients possess limited knowledge of their disease and warfarin treatment and this can impact on INR control. Education can improve patients' understanding of warfarin therapy and factors which affect INR control. METHODS/DESIGN: Randomised controlled trial of an intensive educational intervention will consist of group sessions (between 2-8 patients) containing standardised information about the risks and benefits associated with OAC therapy, lifestyle interactions and the importance of monitoring and control of their International Normalised Ratio (INR). Information will be presented within an 'expert-patient' focussed DVD, revised educational booklet and patient worksheets. 200 warfarin-naïve patients who are eligible for warfarin will be randomised to either the intervention or usual care groups. All patients must have ECG-documented AF and be eligible for warfarin (according to the NICE AF guidelines). Exclusion criteria include: aged < 18 years old, contraindication(s) to warfarin, history of warfarin USE, valvular heart disease, cognitive impairment, are unable to speak/read English and disease likely to cause death within 12 months. Primary endpoint is time spent in TTR. Secondary endpoints include measures of quality of life (AF-QoL-18), anxiety and depression (HADS), knowledge of AF and anticoagulation, beliefs about medication (BMQ) and illness representations (IPQ-R). Clinical outcomes, including bleeding, stroke and interruption to anticoagulation will be recorded. All outcome measures will be assessed at baseline and 1, 2, 6 and 12 months post-intervention. DISCUSSION: More data is needed on the clinical benefit of educational intervention with AF patients receiving warfarin. TRIAL REGISTRATION: ISRCTN93952605.
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Several patient-information tools have been developed, largely focusing on oral anticoagulation.
“Several patient-information tools have been developed, largely focusing on oral anticoagulation.[1013][1014][1015][1016]”
From 2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS (2016) · cites this paper as [1015]
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Cites
The Hospital Anxiety and Depression Scale
Zigmond, A. S., & Snaith, R. P. (1983) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.1983.tb09716.x · Cited by 47,139 · see citing works
Hart, R. G., Pearce, L. A., & Aguilar, M. I. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-146-12-200706190-00007 · Cited by 4,793 · cited 2× · see citing works
“Despite the overwhelming evidence that thromboprophylaxis with warfarin substantially reduces the incidence of stroke and mortality compared to placebo [4] and is associated with a marked reduction in all strokes when compared to aspirin [ 4 ], it remains under-utilised [5].”
Horne, R., Weinman, J. A., & Hankins, M. C. (1999) · Psychology and Health · doi:10.1080/08870449908407311 · Cited by 2,383 · cited 1× · see citing works
“measured by a change in score +/-/no change], (2) beliefs about medication [20] (3) anxiety and depression [21] and (4) illness representations ([22] see table 1).”
Lifetime Risk for Development of Atrial Fibrillation: The Framingham Heart Study
Lloyd-Jones, D. M., Wang, T. J., Leip, E. P., Larson, M. G., Levy, D., Vasan, R. S., D’Agostino, R. B., Massaro, J. M., Beiser, A., Wolf, P. A., et al. (2004) · Circulation · doi:10.1161/01.cir.0000140263.20897.42 · Cited by 2,041 · see citing works
Weinman, J. A., Petrie, K. J., Moss-Morris, R. E., & Horne, R. (1996) · Psychology and Health · doi:10.1080/08870449608400270 · Cited by 1,557 · cited 2× · see citing works
“Beliefs about medication (BMQ, [20]) Illness representations (IPQ-B [ 22 ])”
Connolly, S. J., Pogue, J., Eikelboom, J., Flaker, G., Commerford, P., Franzosi, M. G., Healey, J. S., & Yusuf, S. (2008) · Circulation · doi:10.1161/circulationaha.107.750000 · Cited by 870 · see citing works
Oral Anticoagulants vs Aspirin in Nonvalvular Atrial Fibrillation
van Walraven, C., Hart, R. G., Singer, D. E., Laupacis, A., Connolly, S. J., Petersen, P., Koudstaal, P. J., Chang, Y., & Hellemons, B. S. P. (2002) · JAMA · doi:10.1001/jama.288.19.2441 · Cited by 715 · cited 1× · see citing works
“Dose-adjusted warfarin does not confer a significant increased risk of bleeding [6], however, poor anticoagulation control, evidenced by a 10% rise in time out of INR range (2.”
Why Do Patients With Atrial Fibrillation Not Receive Warfarin?
Bungard, T. J., Ghali, W. A., Teo, K. K., McAlister, F. A., & Tsuyuki, R. T. (2000) · Archives of Internal Medicine · doi:10.1001/archinte.160.1.41 · Cited by 593 · cited 1× · see citing works
“Patients' illness representations and their beliefs about their health are crucial determinants of whether anticoagulant treatment, particularly with warfarin, is successful [ 10-12 ].”
Nieuwlaat, R., Capucci, A., Lip, G. Y. H., Olsson, S. B., Prins, M. H., Nieman, F. H. M., Lopez-Sendon, J. L., Vardas, P. E., Aliot, E., Santini, M., et al. (2006) · European Heart Journal · doi:10.1093/eurheartj/ehl015 · Cited by 367 · cited 1× · see citing works
“Despite the overwhelming evidence that thromboprophylaxis with warfarin substantially reduces the incidence of stroke and mortality compared to placebo [4] and is associated with a marked reduction in all strokes when compared to aspirin [4], it remains under-utilised [5].”
Jones, M. E. (2005) · Heart · doi:10.1136/hrt.2004.042465 · Cited by 340 · see citing works
Steger, C. M., Pratter, A., Martinek-Bregel, M., Avanzini, M. H., Valentin, A., Slaný, J., & Stöllberger, C. (2004) · European Heart Journal · doi:10.1016/j.ehj.2004.06.030 · Cited by 297 · cited 1× · see citing works
“Furthermore, when a stroke occurs in association with AF, patients have substantially greater mortality, morbidity, disability and longer hospital stays [3].”
Morgan, C. L., McEwan, P. C., Tukiendorf, A., Robinson, P. A., Clemens, A., & Plumb, J. M. (2008) · Thrombosis Research · doi:10.1016/j.thromres.2008.09.016 · Cited by 295 · cited 3× · see citing works
“Analyses from an observational UK cohort of AF patients [9] found that 51% of patients at high risk of stroke (CHADS2 score ≥ 2) were outside the therapeutic range for 50% or more of the time for the duration of their warfarin treatment [9] and that TTR needed to be >71% for warfarin to be efficacious [ 9 ].”
InfluentialLip, G. Y. H., & Edwards, S. J. (2005) · Thrombosis Research · doi:10.1016/j.thromres.2005.08.007 · Cited by 232 · cited 1× · see citing works
“AF is an independent risk factor for stroke, conferring a five-fold excess risk in AF patients compared to those in sinus rhythm [2] and accounts for almost 10-15% of all ischaemic strokes and approximately one in four strokes in those aged over 80 years [2].”
Relationship Between Patients’ Warfarin Knowledge and Anticoagulation Control
Tang, E. O. Y., Lai, C. S., Lee, K. K., Wong, R. S. M., Cheng, G. Y.-M., & Chan, T. Y. K. (2003) · Annals of Pharmacotherapy · doi:10.1345/aph.1a198 · Cited by 232 · see citing works
Protheroe, J. (2001) · Western Journal of Medicine · doi:10.1136/ewjm.174.5.311 · Cited by 200 · see citing works
Lane, D. A., Ponsford, J., Shelley, A., Sirpal, A., & Lip, G. Y. H. (2005) · International Journal of Cardiology · doi:10.1016/j.ijcard.2005.07.031 · Cited by 177 · cited 3× · see citing works
“In addition to the interactive group sessions, patients will also be given the revised educational booklet, which was originally developed for and employed in our pilot study [14].”
Khan, T. I., Kamali, F., Kesteven, P. J., Avery, P. J., & Wynne, H. (2004) · British Journal of Haematology · doi:10.1111/j.1365-2141.2004.05074.x · Cited by 176 · cited 3× · see citing works
“Khan et al [17] found TTR 61.1% prior to intervention vs. 70.4% post intervention; mean difference 8.8; 95% CI: -0.2-17.8; p = 0.054), when compared to usual care [ 17 ,18].”
InfluentialHowitt, A. J., & Armstrong, D. (1999) · BMJ · doi:10.1136/bmj.318.7194.1324 · Cited by 169 · see citing works
Patients' perspectives on taking warfarin: qualitative study in family practice
Dantas, G. C., Thompson, B. V., Manson, J. A., Tracy, C. S., & Upshur, R. E. G. (2004) · BMC Family Practice · doi:10.1186/1471-2296-5-15 · Cited by 96 · cited 1× · see citing works
“However, patients often exhibit limited knowledge of their condition and their anticoagulant therapy [13-16].”
Patients' understanding of anticoagulant therapy in a multiethnic population
Nadar, S. K., Begum, N., Kaur, B., Sandhu, S., & Lip, G. Y. H. (2003) · Journal of the Royal Society of Medicine · doi:10.1258/jrsm.96.4.175 · Cited by 80 · cited 1× · see citing works
“However, patients often exhibit limited knowledge of their condition and their anticoagulant therapy [ 13-16 ].”
Fuller, R. (2004) · Age and Ageing · doi:10.1093/ageing/afh202 · Cited by 63 · cited 1× · see citing works
“Individualised annual risk of stroke will be determined based on risk stratification proposed by the NICE guidelines (low/ moderate/high risk) [18] and the CHADS2 scheme [19].”
A Multinational Investigation of Time and Traveling Costs in Attending Anticoagulation Clinics
Jowett, S. M., Bryan, S., Mahé, I., Brieger, D. B., Carlsson, J., Kartman, B., & Nevinson, M. (2007) · Value in Health · doi:10.1111/j.1524-4733.2007.00253.x · Cited by 54 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- NICE Atrial fibrillation: national clinical guideline for management in primary and secondary care 2006 Royal College of Physicians, London 21328802
Cited by
Sorted by citations
2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P. F., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castellà, M., Diener, H., Heidbüchel, H., Hendriks, J., et al. (2016) · EP Europace · doi:10.1093/europace/euw295 · Cited by 6,438 · see citing works
2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castella, M., Diener, H.-C., Heidbuchel, H., Hendriks, J., et al. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehw210 · Cited by 6,418 · see citing works
2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS
Kirchhof, P., Benussi, S., Kotecha, D., Ahlsson, A., Atar, D., Casadei, B., Castella, M., Diener, H.-C., Heidbuchel, H., Hendriks, J., et al. (2016) · European Journal of Cardio-Thoracic Surgery · doi:10.1093/ejcts/ezw313 · Cited by 1,403 · see citing works
Clarkesmith, D. E., Pattison, H. M., Lip, G. Y. H., & Lane, D. A. (2013) · PLoS ONE · doi:10.1371/journal.pone.0074037 · Cited by 209 · see citing works
“The protocol for this trial has been previously published [15].”
Self-citationClarkesmith, D., Pattison, H. M., Khaing, P., & Lane, D. A. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008600.pub3 · Cited by 151 · see citing works
Lane, D. A., Aguinaga, L., Blomström-Lundqvist, C., Boriani, G., Dan, G.-A., Hills, M. T., Hylek, E. M., LaHaye, S. A., Lip, G. Y. H., Lobban, T., et al. (2015) · Europace · doi:10.1093/europace/euv233 · Cited by 142 · see citing works
“proved TTR at 6 months compared with usual care (attendance at a hospital anticoagulation clinic alone).(36,37) Importantly, patients in”
Kirchhof, P. F., BREITHARDT, G. E., Bax, J. J., Benninger, G., Blomström‐Lundqvist, C., Boriani, G., Brandes, A., Brown, H., Brueckmann, M., Calkins, H. G., et al. (2015) · EP Europace · doi:10.1093/europace/euv304 · Cited by 141 · see citing works
Kotecha, D., Chua, W., Fabritz, L., Hendriks, J., Casadei, B., Schotten, U., Vardas, P. E., Heidbüchel, H., Dean, V., & Kirchhof, P. F. (2017) · EP Europace · doi:10.1093/europace/eux299 · Cited by 118 · see citing works
Desteghe, L., Engelhard, L., Raymaekers, Z., Kluts, K., Vijgen, J. M., Dilling-Boer, D. M., Koopman, P., Schurmans, J., Dendale, P., & Heidbüchel, H. (2016) · International Journal of Cardiology · doi:10.1016/j.ijcard.2016.08.303 · Cited by 91 · see citing works
Multimedia educational interventions for consumers about prescribed and over-the-counter medications
Ciciriello, S., Johnston, R. V., Osborne, R. H., Wicks, I. P., deKroo, T., Clerehan, R., O'Neill, C., & Buchbinder, R. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008416.pub2 · Cited by 80 · see citing works
The atrial fibrillation knowledge scale: Development, validation and results
Hendriks, J., Crijns, H. J. G. M., Tieleman, R. G., & Vrijhoef, H. J. (2013) · International Journal of Cardiology · doi:10.1016/j.ijcard.2012.12.047 · Cited by 67 · see citing works
Clarkesmith, D., Pattison, H. M., & Lane, D. A. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008600.pub2 · Cited by 60 · see citing works
Atrial Fibrillation and Depression: A Bibliometric Analysis From 2001 to 2021
Ai, Y., Xing, Y., Yan, L., Ma, D., Gao, A., Xu, Q.-W., Zhang, S., Mao, T., Pan, Q., Ma, X., et al. (2022) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2022.775329 · Cited by 58 · see citing works
Malm, D., Fridlund, B., Ekblad, H., Karlström, P., Hag, E., & Pakpour, A. H. (2018) · European Journal of Cardiovascular Nursing · doi:10.1177/1474515118762796 · Cited by 53 · see citing works
Heidbüchel, H., Berti, D., Campos, M., Desteghe, L., Freixo, A. P., Nunes, A. R., Roldán, V., Toschi, V., & Lassila, R. (2015) · Thrombosis Journal · doi:10.1186/s12959-015-0046-0 · Cited by 46 · see citing works
“Evidence suggests that patients with AF have a poor level of education about their disease, its severity and its treatment [14], and that improving their knowledge is crucial to the success of anticoagulant therapy [15,16].”
Gulseth, M. P., Wittkowsky, A. K., Fanikos, J. R., Spinler, S. A., Dager, W. E., & Nutescu, E. A. (2011) · Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy · doi:10.1592/phco.31.12.1232 · Cited by 36 · see citing works
Yamagishi, S. (2019) · Cardiovascular Diabetology · doi:10.1186/s12933-019-0818-0 · Cited by 29 · see citing works
“The efficacy and safety of warfarin are totally dependent on the time in therapeutic range (TTR) of INR; 10% decrease in TTR is associated with about 10% rise in ischemic stroke and thromboembolic events [15].”
Konieczyńska, M., Sobieraj, E., Bryk, A. H., Dębski, M., Polak, M., Podolec, P. S., Małecka, B., Pająk, A., Desteghe, L., Heidbüchel, H., et al. (2018) · Kardiologia Polska · doi:10.5603/kp.a2018.0069 · Cited by 27 · see citing works
Goulart, A. C., Olmos, R. D., Santos, I. S., da Silva, G. T., Alencar, A. P., Thomas, G. N., Lip, G. Y. H., Lotufo, P. A., & Benseñor, I. M. (2021) · International Journal of Stroke · doi:10.1177/1747493021995592 · Cited by 22 · see citing works
Riva, N., Smith, D. E., Lip, G. Y. H., & Lane, D. A. (2011) · Age and Ageing · doi:10.1093/ageing/afr128 · Cited by 14 · see citing works
Clarkesmith, D. E., Pattison, H. M., Xuereb, C. B., & Lane, D. A. (2016) · Healthcare · doi:10.3390/healthcare4010010 · Cited by 10 · see citing works
Phrommintikul, A., Nathisuwan, S., Gunaparn, S., Krittayaphong, R., Wongcharoen, W., Sehmi, S., Mehta, S. P., Winkles, N., Brocklehurst, P., Mathers, J. M., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-051987 · Cited by 10 · see citing works
“28 Thus, a one-time structured educational-behavioural intervention among those predicted to be less likely to achieve good INR control may be a simple and cost-effective adjunct management strategy, which could help improve individual TTR. Increased patient understanding of disease and treat-ment,…”
Auyeung, V., Patel, J. P., Bartoli-Abdou, J., Vadher, B., Bonner, L., Brown, A. H., Roberts, L. N., Patel, R., & Arya, R. (2016) · BMC Hematology · doi:10.1186/s12878-016-0061-9 · Cited by 5 · see citing works
Chang, S., Xu, W., Wu, S., Desteghe, L., Zhang, F., & Zhang, J. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1148524 · Cited by 4 · see citing works
Phrommintikul, A., Nathisuwan, S., Wongcharoen, W., Krittayaphong, R., Gunaparn, S., Wongthanee, A., Mathers, J. M., Jowett, S. M., Jolly, K. B., Lane, D. A., et al. (2024) · JACC Asia · doi:10.1016/j.jacasi.2024.08.011 · Cited by 4 · see citing works
Patterns of adipose tissue fatty acids and the risk of atrial fibrillation: A case-cohort study
Dinesen, P. T., Rix, T. A., Joensen, A. M., Dahm, C. C., Lundbye‐Christensen, S., Schmidt, E. B., & Overvad, K. (2018) · PLoS ONE · doi:10.1371/journal.pone.0208833 · Cited by 4 · see citing works
L’éducation thérapeutique des patients traités par AVK en France : un problème de santé publique
Brunie, V. (2011) · Education thérapeutique du patient - Therapeutic patient education · doi:10.1051/tpe/2011114 · Cited by 3 · see citing works
Vall-Vargas, A., Altés, A., Arnau, A., Constans, M., Fernández-Puebla, A. G., & Pardo, M. Á. D. J. (2019) · Medicina Clínica · doi:10.1016/j.medcli.2019.06.016 · Cited by 3 · see citing works
Temrel, T. A., Şahin, S., & Şan, İ. (2019) · Ankara Medical Journal · doi:10.17098/amj.577304 · Cited by 3 · see citing works
Secondary Stroke Prevention in Nonvalvular Atrial Fibrillation
Damani, R. H., & Suárez, J. I. (2016) · Southern Medical Journal · doi:10.14423/smj.0000000000000552 · Cited by 3 · see citing works
Li, P. W. C., Yu, D. S. F., Yan, B. P., Hendriks, J., Wong, C. W. Y., & Chan, B. S. (2021) · The Journal of Cardiovascular Nursing · doi:10.1097/jcn.0000000000000881 · Cited by 3 · see citing works
Streamlining atrial fibrillation ablation management using a digitization solution
O’Brien, J., Valsecchi, S., Seaver, F., Rosalejos, L., Arellano, D., Laurilla, K., Jauvert, G., Fitzpatrick, N., Tahin, T., Keelan, T., et al. (2024) · European Heart Journal - Digital Health · doi:10.1093/ehjdh/ztae041 · Cited by 2 · see citing works
Strategies to Improve Oral Anticoagulation Management
Smith, D. E., Lip, G. Y. H., & Lane, D. A. (2011) · CHEST Journal · doi:10.1378/chest.11-0418 · Cited by 2 · see citing works
Smith, D. E., Xuereb, C. B., Pattison, H. M., Lip, G. Y. H., & Lane, D. A. (2010) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008600 · Cited by 2 · see citing works
Association Between Functional Health Literacy and the Quality of Oral Anticogulation
de Souza, G. C., da Costa, J. M., Ortiz, M. O., Lima, P. D. D. Á., Nogueira, P. E. D. F., Machado, C. J., & Martins, M. A. P. (2025) · International Journal of Cardiovascular Sciences · doi:10.36660/ijcs.20240074 · Cited by 1 · see citing works
Integrated Chronic Care for Patients with Atrial Fibrillation
Hendriks, J. (2013) · doi:10.26481/dis.20130314jh · Cited by 1 · see citing works
Lenient versus Strict Rate Control in Atrial Fibrillation
Grimsley, E. W., Patel, R., & Persed, P. (2010) · New England Journal of Medicine · doi:10.1056/nejmc1005799
Vall-Vargas, A., Altés, A., Arnau, A., Constans, M., Fernández-Puebla, A. G., & Pardo, M. Á. D. J. (2020) · Medicina Clínica (English Edition) · doi:10.1016/j.medcle.2019.06.026
Anticoagulation control in patients with atrial fibrillation
Zulkifly, H. H. (2019) · University of Birmingham Institutional Research Archive (University of Birmingham)
Hall, J. A., Permsuwan, U., Gunaparn, S., Phrommintikul, A., Lane, D. A., Thomas, G. N., Lip, G. Y. H., Jowett, S. M., Phrommintikul, A., Lip, G., et al. (2026) · Heart Rhythm O2 · doi:10.1016/j.hroo.2026.08.140
- Authors
- Smith, D. E., Xuereb, C. B., Pattison, H. M., Lip, G. Y., & Lane, D. A.
- Affiliations
- Aston University (GB)
- Corresponding author
- Lane, Deirdre A
- Venue
- BMC Cardiovascular Disorders
- Published
- 2010-05-20
- Volume
- 10
- Issue
- 1
- Pages
- 21-21
- ISSN
- 1471-2261 (ISSN-L)
- PMC
- PMC2887377
- OpenAlex
- W2127058406
- Cited by
- 42
- References
- 23
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 1 · 2022: 1 · 2021: 3 · 2020: 1 · 2019: 4 · 2018: 3 · 2017: 2 · 2016: 7 · 2015: 4 · 2013: 5
- FWCI
- 2.63
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Cardiovascular Disorders (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Aston Publications Explorer (Aston University) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- University of Birmingham Research Portal (University of Birmingham) (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Atrial Fibrillation Management and Outcomes
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacy and Medical Practices
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Keywords
- atrial fibrillation, warfarin, anticoagulation, patient education, international normalized ratio, stroke prevention, patient knowledge, illness representations, medication beliefs, quality of life, bleeding complications, educational intervention
- MeSH terms
- Anticoagulants, Atrial Fibrillation, Costs and Cost Analysis, Follow-Up Studies, United Kingdom, Humans, Patient Education as Topic, Socioeconomic Factors, Warfarin, Treatment Outcome, Disease Progression, International Normalized Ratio
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