Developing a multivariable prediction model for functional outcome after reperfusion therapy for acute ischaemic stroke: study protocol for the Targeting Optimal Thrombolysis Outcomes (TOTO) multicentre cohort study

被引:5
作者
Holliday, Elizabeth [1 ,2 ]
Lillicrap, Thomas [1 ,2 ]
Kleinig, Timothy [3 ,4 ]
Choi, Philip M. C. [5 ,6 ]
Maguire, Jane [7 ]
Bivard, Andrew [8 ]
Lincz, Lisa F. [9 ,10 ]
Hamilton-Bruce, Monica Anne [11 ,12 ]
Rao, Sushma R. [4 ,13 ]
Snel, Marten F. [4 ,13 ]
Trim, Paul J. [4 ,13 ]
Lin, Longting [1 ]
Parsons, Mark W. [8 ,14 ]
Worrall, Bradford B. [15 ,16 ]
Koblar, Simon [11 ,12 ]
Attia, John [1 ,17 ]
Levi, Chris [18 ,19 ]
机构
[1] Univ Newcastle, Sch Med & Publ Hlth, Callaghan, NSW, Australia
[2] Univ Newcastle, Hunter Med Res Inst, New Lambton, NSW, Australia
[3] Royal Adelaide Hosp, Dept Neurol, Adelaide, SA, Australia
[4] Univ Adelaide, Adelaide, SA, Australia
[5] Eastern Hlth, Dept Neurosci, Melbourne, Vic, Australia
[6] Monash Univ, Fac Med Nursing & Hlth Sci, Eastern Hlth Clin Sch, Melbourne, Vic, Australia
[7] Univ Technol Sydney, Sydney, NSW, Australia
[8] Melbourne Brain Ctr, Parkville, Vic, Australia
[9] Univ Newcastle, Sch Biomed Sci & Pharm, Callaghan, NSW, Australia
[10] Calvary Mater Newcastle, Haematol Dept, Waratah, NSW, Australia
[11] Univ Adelaide, Adelaide Med Sch, Adelaide, SA, Australia
[12] Cent Adelaide Local Hlth Network, Adelaide, SA, Australia
[13] South Australian Hlth & Med Res Inst, Adelaide, SA, Australia
[14] Royal Melbourne Hosp, Dept Neurol, Parkville, Vic, Australia
[15] Univ Virginia, Dept Neurol, Charlottesville, VA USA
[16] Univ Virginia, Dept Publ Hlth Sci, Charlottesville, VA USA
[17] John Hunter Hosp, New Lambton Hts, NSW, Australia
[18] Sydney Partnership Hlth Educ Res & Enterprise SPH, Sydney, NSW, Australia
[19] Univ Newcastle UoN, Sch Med & Publ Hlth SMPH, Callaghan, NSW, Australia
基金
英国医学研究理事会;
关键词
TISSUE-PLASMINOGEN ACTIVATOR; INTRAVENOUS THROMBOLYSIS; CAUSATIVE CLASSIFICATION; INTRACRANIAL HEMORRHAGE; SCORE; ALTEPLASE; SCALE; THROMBECTOMY; STANDARDS; NINDS;
D O I
10.1136/bmjopen-2020-038180
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Intravenous thrombolysis (IVT) with recombinant tissue plasminogen activator (rt-PA) is the only approved pharmacological reperfusion therapy for acute ischaemic stroke. Despite population benefit, IVT is not equally effective in all patients, nor is it without significant risk. Uncertain treatment outcome prediction complicates patient treatment selection. This study will develop and validate predictive algorithms for IVT response, using clinical, radiological and blood-based biomarker measures. A secondary objective is to develop predictive algorithms for endovascular thrombectomy (EVT), which has been proven as an effective reperfusion therapy since study inception. Methods and analysis The Targeting Optimal Thrombolysis Outcomes Study is a multicenter prospective cohort study of ischaemic stroke patients treated at participating Australian Stroke Centres with IVT and/or EVT. Patients undergo neuroimaging using multimodal CT or MRI at baseline with repeat neuroimaging 24 hours post-treatment. Baseline and follow-up blood samples are provided for research use. The primary outcome is good functional outcome at 90 days poststroke, defined as a modified Rankin Scale (mRS) Score of 0-2. Secondary outcomes are reperfusion, recanalisation, infarct core growth, change in stroke severity, poor functional outcome, excellent functional outcome and ordinal mRS at 90 days. Primary predictive models will be developed and validated in patients treated only with rt-PA. Models will be built using regression methods and include clinical variables, radiological measures from multimodal neuroimaging and blood-based biomarkers measured by mass spectrometry. Predictive accuracy will be quantified using c-statistics and R-2. In secondary analyses, models will be developed in patients treated using EVT, with or without prior IVT, reflecting practice changes since original study design. Ethics and dissemination Patients, or relatives when patients could not consent, provide written informed consent to participate. This study received approval from the Hunter New England Local Health District Human Research Ethics Committee (reference 14/10/15/4.02). Findings will be disseminated via peer-reviewed publications and conference presentations.
引用
收藏
页数:7
相关论文
共 55 条
[1]   CLASSIFICATION OF SUBTYPE OF ACUTE ISCHEMIC STROKE - DEFINITIONS FOR USE IN A MULTICENTER CLINICAL-TRIAL [J].
ADAMS, HP ;
BENDIXEN, BH ;
KAPPELLE, LJ ;
BILLER, J ;
LOVE, BB ;
GORDON, DL ;
MARSH, EE ;
KASE, CS ;
WOLF, PA ;
BABIKIAN, VL ;
LICATAGEHR, EE ;
ALLEN, N ;
BRASS, LM ;
FAYAD, PB ;
PAVALKIS, FJ ;
WEINBERGER, JM ;
TUHRIM, S ;
RUDOLPH, SH ;
HOROWITZ, DR ;
BITTON, A ;
MOHR, JP ;
SACCO, RL ;
CLAVIJO, M ;
ROSENBAUM, DM ;
SPARR, SA ;
KATZ, P ;
KLONOWSKI, E ;
CULEBRAS, A ;
CAREY, G ;
MARTIR, NI ;
FICARRA, C ;
HOGAN, EL ;
CARTER, T ;
GURECKI, P ;
MUNTZ, BK ;
RAMIREZLASSEPAS, M ;
TULLOCH, JW ;
QUINONES, MR ;
MENDEZ, M ;
ZHANG, SM ;
ALA, T ;
JOHNSTON, KC ;
ANDERSON, DC ;
TARREL, RM ;
NANCE, MA ;
BUDLIE, SR ;
DIERICH, M ;
HELGASON, CM ;
HIER, DB ;
SHAPIRO, RA .
STROKE, 1993, 24 (01) :35-41
[2]   Simplifying a prognostic model: a simulation study based on clinical data [J].
Ambler, G ;
Brady, AR ;
Royston, P .
STATISTICS IN MEDICINE, 2002, 21 (24) :3803-3822
[3]  
[Anonymous], 2009, Multiple Imputation for Nonresponse in Surveys
[4]   An evidence-based causative classification system for acute ischemic stroke [J].
Ay, H ;
Furie, KL ;
Singhal, A ;
Smith, WS ;
Sorensen, AG ;
Koroshetz, WJ .
ANNALS OF NEUROLOGY, 2005, 58 (05) :688-697
[5]   A computerized algorithm for etiologic classification of ischemic stroke - The causative classification of stroke system [J].
Ay, Hakan ;
Benner, Thomas ;
Arsava, E. Murat ;
Furie, Karen L. ;
Singhal, Aneesh B. ;
Jensen, Matt B. ;
Ayata, Cenk ;
Towfighi, Amytis ;
Smith, Eric E. ;
Chong, Ji Y. ;
Koroshetz, Walter J. ;
Sorensen, A. Gregory .
STROKE, 2007, 38 (11) :2979-2984
[6]   Validating a Predictive Model of Acute Advanced Imaging Biomarkers in Ischemic Stroke [J].
Bivard, Andrew ;
Levi, Christopher ;
Lin, Longting ;
Cheng, Xin ;
Aviv, Richard ;
Spratt, Neil J. ;
Lou, Min ;
Kleinig, Tim ;
O'Brien, Billy ;
Butcher, Kenneth ;
Zhang, Jingfen ;
Jannes, Jim ;
Dong, Qiang ;
Parsons, Mark .
STROKE, 2017, 48 (03) :645-650
[7]   RECOVERY OF MOTOR FUNCTION AFTER STROKE [J].
BONITA, R ;
BEAGLEHOLE, R .
STROKE, 1988, 19 (12) :1497-1500
[8]   Mechanical thrombectomy after intravenous alteplase versus alteplase alone after stroke (THRACE): a randomised controlled trial [J].
Bracard, Serge ;
Ducrocq, Xavier ;
Mas, Jean Louis ;
Soudant, Marc ;
Oppenheim, Catherine ;
Moulin, Thieriy ;
Guillemin, Francis .
LANCET NEUROLOGY, 2016, 15 (11) :1138-1147
[9]  
Brier G.W., 1950, Monthly Weather Rev, V78, P1, DOI [DOI 10.1175/1520-0493(1950)0782.0.CO
[10]  
2, DOI 10.1175/1520-0493(1950)078LT