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Review Article|Articles in Press

Subgroup analyses in venous thromboembolism trials reporting pharmacological interventions: A systematic review

      Abstract

      Introduction

      Randomized controlled trials (RCTs) that conduct subgroup analyses have the potential to provide information on treatment decisions in specific groups of patients from heterogeneous populations. Although we understand several factors can modify the incidence of venous thromboembolism (VTE) and the benefit/risk ratio of anticoagulation treatments, further evidence is warranted to show the heterogeneity of treatment effects in different subgroups of patients.

      Aims

      The primary purpose was to evaluate the appropriateness and interpretation of subgroup analysis performed on VTE RCTs reporting pharmacological interventions.

      Materials and methods

      A systematic review of RCTs published between January 2017 and January 2022 was conducted. Claims of subgroup effects were evaluated with predefined criteria. High-quality claims of subgroup effect were further analyzed and discussed.

      Results

      Overall, 28 RCTs with a generally low bias risk were included. The purposes of the treatments included pharmacologic thromboprophylaxis (17), therapeutic dose anticoagulation (9), and catheter-directed pharmacologic thrombolysis (2). The evaluated subgroup analyses generally presented: a high number of subgroup analyses reported, a lack of prespecification, and a lack of usage of statistical tests for interaction. The authors reported 13 claims of subgroup effect; only two were considered potentially reliable to represent heterogeneity in the direction or magnitude of treatment effect.

      Conclusions

      Subgroup analyses of VTE RCTs reporting pharmacologic interventions are generally methodologically poor. Most claims of subgroup effect did not meet critical criteria and lacked credibility. Clinicians in this field may proceed with scepticism when assessing claims of subgroup effects due to methodological concerns and misleading interpretations.

      Graphical abstract

      Keywords

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      References

        • Rabinovich A.
        • Kahn S.R.
        How I treat the postthrombotic syndrome.
        Blood. 2018 May 17; 131 (Epub 2018 Mar 15 PMID: 29545327): 2215-2222https://doi.org/10.1182/blood-2018-01-785956
        • Sista A.K.
        • Klok F.A.
        Late outcomes of pulmonary embolism: the post-PE syndrome.
        Thromb. Res. 2018 Apr; 164 (Epub 2017 Jun 16 PMID: 28641836): 157-162https://doi.org/10.1016/j.thromres.2017.06.017
        • Raskob G.E.
        • Angchaisuksiri P.
        • Blanco A.N.
        • Buller H.
        • Gallus A.
        • Hunt B.J.
        • Hylek E.M.
        • Kakkar A.
        • Konstantinides S.V.
        • Ozaki Y.
        • Wendelboe A.
        • Weitz J.I.
        • McCumber M.
        • ISTH Steering Committee for World Thrombosis Day
        Thrombosis: a major contributor to global disease burden.
        Arterioscler. Thromb. Vasc. Biol. 2014 Nov; 34 (PMID: 25304324): 2363-2371https://doi.org/10.1161/ATVBAHA.114.304488
        • Spencer F.A.
        • Gore J.M.
        • Lessard D.
        • Douketis J.D.
        • Emery C.
        • Goldberg R.J.
        Patient outcomes after deep vein thrombosis and pulmonary embolism: the Worcester venous thromboembolism study.
        Arch. Intern. Med. 2008 Feb 25; 168 (PMID: 18299499; PMCID: PMC2762782): 425-430https://doi.org/10.1001/archinternmed.2007.69
        • Heit J.A.
        • Silverstein M.D.
        • Mohr D.N.
        • Petterson T.M.
        • O'Fallon W.M.
        • Melton III, L.J.
        Predictors of survival after deep vein thrombosis and pulmonary embolism: a population-based, cohort study.
        Arch. Intern. Med. 1999 Mar 8; 159 (PMID: 10074952): 445-453https://doi.org/10.1001/archinte.159.5.445
        • Goldhaber S.Z.
        • Visani L.
        • De Rosa M.
        Acute pulmonary embolism: clinical outcomes in the international cooperative pulmonary embolism registry (ICOPER).
        Lancet. 1999 Apr 24; 353 (PMID: 10227218): 1386-1389https://doi.org/10.1016/s0140-6736(98)07534-5
        • Karataş M.B.
        • Yelgeç N.S.
        • Çanga Y.
        • Zengin A.
        • Emre A.
        Association of digoxin therapy with case fatality rate in acute pulmonary embolism.
        Wien. Klin. Wochenschr. 2021 Nov; 133 (Epub 2020 Dec 8 PMID: 33289855): 1171-1178https://doi.org/10.1007/s00508-020-01773-z
        • Andresen M.S.
        • Sandven I.
        • Brunborg C.
        • Njaastad A.M.
        • Strekerud F.
        • Abdelnoor M.
        • Smith P.
        • Abildgaard U.
        Mortality and recurrence after treatment of VTE: long term follow-up of patients with good life-expectancy.
        Thromb. Res. 2011 Jun; 127 (Epub 2011 Mar 24 PMID: 21435698): 540-546https://doi.org/10.1016/j.thromres.2011.02.017
        • Søgaard K.K.
        • Schmidt M.
        • Pedersen L.
        • Horváth-Puhó E.
        • Sørensen H.T.
        30-year mortality after venous thromboembolism: a population-based cohort study.
        Circulation. 2014 Sep 2; 130 (Epub 2014 Jun 26 PMID: 24970783): 829-836https://doi.org/10.1161/CIRCULATIONAHA.114.009107
        • Heit J.A.
        Epidemiology of venous thromboembolism.
        Nat. Rev. Cardiol. 2015 Aug; 12 (Epub 2015 Jun 16. PMID: 26076949; PMCID: PMC4624298): 464-474https://doi.org/10.1038/nrcardio.2015.83
        • Silverstein M.D.
        • Heit J.A.
        • Mohr D.N.
        • Petterson T.M.
        • O'Fallon W.M.
        • Melton III, L.J.
        Trends in the incidence of deep vein thrombosis and pulmonary embolism: a 25-year population-based study.
        Arch. Intern. Med. 1998 Mar 23; 158 (PMID: 9521222): 585-593https://doi.org/10.1001/archinte.158.6.585
        • Naess I.A.
        • Christiansen S.C.
        • Romundstad P.
        • Cannegieter S.C.
        • Rosendaal F.R.
        • Hammerstrøm J.
        Incidence and mortality of venous thrombosis: a population-based study.
        J. Thromb. Haemost. 2007 Apr; 5 (PMID: 17367492): 692-699https://doi.org/10.1111/j.1538-7836.2007.02450.x
        • Roach R.E.
        • Lijfering W.M.
        • Rosendaal F.R.
        • Cannegieter S.C.
        • le Cessie S.
        Sex difference in risk of second but not of first venous thrombosis: paradox explained.
        Circulation. 2014 Jan 7; 129 (Epub 2013 Oct 21 PMID: 24146250): 51-56https://doi.org/10.1161/CIRCULATIONAHA.113.004768
        • Cohen A.T.
        • Katholing A.
        • Rietbrock S.
        • Bamber L.
        • Martinez C.
        Epidemiology of first and recurrent venous thromboembolism in patients with active cancer. A population-based cohort study.
        Thromb. Haemost. 2017 Jan 5; 117 (Epub 2016 Oct 6. PMID: 27709226): 57-65https://doi.org/10.1160/TH15-08-0686
        • Souto J.C.
        • Almasy L.
        • Borrell M.
        • Blanco-Vaca F.
        • Mateo J.
        • Soria J.M.
        • Coll I.
        • Felices R.
        • Stone W.
        • Fontcuberta J.
        • Blangero J.
        Genetic susceptibility to thrombosis and its relationship to physiological risk factors: the GAIT study. Genetic analysis of idiopathic thrombophilia.
        Am. J. Hum. Genet. 2000 Dec; 67 (Epub 2000 Oct 19. PMID: 11038326; PMCID: PMC1287922): 1452-1459https://doi.org/10.1086/316903
        • Zöller B.
        • Ohlsson H.
        • Sundquist J.
        • Sundquist K.
        Familial risk of venous thromboembolism in first-, second- and third-degree relatives: a nationwide family study in Sweden.
        Thromb. Haemost. 2013 Mar; 109 (Epub 2013 Jan 24. Erratum in: Thromb Haemost. 2013 Jul 1;110(1):204. PMID: 23348971): 458-463https://doi.org/10.1160/TH12-10-0743
        • Ariëns R.A.
        • de Lange M.
        • Snieder H.
        • Boothby M.
        • Spector T.D.
        • Grant P.J.
        Activation markers of coagulation and fibrinolysis in twins: heritability of the prethrombotic state.
        Lancet. 2002 Feb 23; 359 (PMID: 11879863): 667-671https://doi.org/10.1016/S0140-6736(02)07813-3
        • Heit J.A.
        • Mohr D.N.
        • Silverstein M.D.
        • Petterson T.M.
        • O'Fallon W.M.
        • Melton III, L.J.
        Predictors of recurrence after deep vein thrombosis and pulmonary embolism: a population-based cohort study.
        Arch. Intern. Med. 2000 Mar 27; 160 (PMID: 10737275): 761-768https://doi.org/10.1001/archinte.160.6.761
        • Chee C.E.
        • Ashrani A.A.
        • Marks R.S.
        • Petterson T.M.
        • Bailey K.R.
        • Heit J.A.
        • Melton III, L.J.
        Predictors of venous thromboembolism recurrence and bleeding among active cancer patients: a population-based cohort study.
        Blood. 2014 Jun 19; 123 (Epub 2014 Apr 29. PMID: 24782507; PMCID: PMC4064333): 3972-3978https://doi.org/10.1182/blood-2014-01-549733
        • Ortel T.L.
        • Neumann I.
        • Ageno W.
        • Beyth R.
        • Clark N.P.
        • Cuker A.
        • Hutten B.A.
        • Jaff M.R.
        • Manja V.
        • Schulman S.
        • Thurston C.
        • Vedantham S.
        • Verhamme P.
        • Witt D.M.
        • Florez I.D.
        • Izcovich A.
        • Nieuwlaat R.
        • Ross S.
        • Schünemann H.J.
        • Wiercioch W.
        • Zhang Y.
        • Zhang Y.
        American Society of Hematology 2020 guidelines for management of venous thromboembolism: treatment of deep vein thrombosis and pulmonary embolism.
        Blood Adv. 2020 Oct 13; 4 (PMID: 33007077; PMCID: PMC7556153): 4693-4738https://doi.org/10.1182/bloodadvances.2020001830
        • Pocock S.J.
        • Hughes M.D.
        • Lee R.J.
        Statistical problems in the reporting of clinical trials. A survey of three medical journals.
        N. Engl. J. Med. 1987 Aug 13; 317 (PMID: 3614286): 426-432https://doi.org/10.1056/NEJM198708133170706
        • Oxman A.D.
        • Guyatt G.H.
        A consumer's guide to subgroup analyses.
        Ann. Intern. Med. 1992 Jan 1; 116 (PMID: 1530753): 78-84https://doi.org/10.7326/0003-4819-116-1-78
        • Sun X.
        • Briel M.
        • Busse J.W.
        • Akl E.A.
        • You J.J.
        • Mejza F.
        • Bala M.
        • Diaz-Granados N.
        • Bassler D.
        • Mertz D.
        • Srinathan S.K.
        • Vandvik P.O.
        • Malaga G.
        • Alshurafa M.
        • Dahm P.
        • Alonso-Coello P.
        • Heels-Ansdell D.M.
        • Bhatnagar N.
        • Johnston B.C.
        • Wang L.
        • Walter S.D.
        • Altman D.G.
        • Guyatt G.H.
        Subgroup analysis of trials is rarely easy (SATIRE): a study protocol for a systematic review to characterize the analysis, reporting, and claim of subgroup effects in randomized trials.
        Trials. 2009 Nov; 9 (PMID: 19900273; PMCID: PMC2777862): 101https://doi.org/10.1186/1745-6215-10-101
        • Sun X.
        • Briel M.
        • Busse J.W.
        • You J.J.
        • Akl E.A.
        • Mejza F.
        • Bala M.M.
        • Bassler D.
        • Mertz D.
        • Diaz-Granados N.
        • Vandvik P.O.
        • Malaga G.
        • Srinathan S.K.
        • Dahm P.
        • Johnston B.C.
        • Alonso-Coello P.
        • Hassouneh B.
        • Walter S.D.
        • Heels-Ansdell D.
        • Bhatnagar N.
        • Altman D.G.
        • Guyatt G.H.
        Credibility of claims of subgroup effects in randomised controlled trials: systematic review.
        BMJ. 2012 Mar; 15 (PMID: 22422832)e1553https://doi.org/10.1136/bmj.e1553
        • Moher D.
        • Liberati A.
        • Tetzlaff J.
        • Altman D.G.
        • PRISMA Group
        Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement.
        Int. J. Surg. 2010; 8 (Epub 2010 Feb 18. Erratum in: Int J Surg. 2010;8(8):658. PMID: 20171303): 336-341https://doi.org/10.1016/j.ijsu.2010.02.007
        • Cumpston M.
        • Li T.
        • Page M.J.
        • Chandler J.
        • Welch V.A.
        • Higgins J.P.
        • Thomas J.
        Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions.
        Cochrane Database Syst. Rev. 2019 Oct 3; 10 (PMID: 31643080)ED000142https://doi.org/10.1002/14651858.ED000142
        • Primo J.
        • Escrig J.
        MetaSurv: Excel calculator for survival meta-analyzes.
        (Epub 2000 Oct 19. PMID: 11038326; PMCID: PMC1287922)
        • Agnelli G.
        • Becattini C.
        • Meyer G.
        • Muñoz A.
        • Huisman M.V.
        • Connors J.M.
        • Cohen A.
        • Bauersachs R.
        • Brenner B.
        • Torbicki A.
        • Sueiro M.R.
        • Lambert C.
        • Gussoni G.
        • Campanini M.
        • Fontanella A.
        • Vescovo G.
        • Verso M.
        • Caravaggio Investigators
        Apixaban for the treatment of venous thromboembolism associated with cancer.
        N. Engl. J. Med. 2020 Apr 23; 382 (Epub 2020 Mar 29. PMID: 32223112): 1599-1607https://doi.org/10.1056/NEJMoa1915103
        • Raskob G.E.
        • van Es N.
        • Verhamme P.
        • Carrier M.
        • Di Nisio M.
        • Garcia D.
        • Grosso M.A.
        • Kakkar A.K.
        • Kovacs M.J.
        • Mercuri M.F.
        • Meyer G.
        • Segers A.
        • Shi M.
        • Wang T.F.
        • Yeo E.
        • Zhang G.
        • Zwicker J.I.
        • Weitz J.I.
        • Büller H.R.
        • Hokusai VTE Cancer Investigators
        Edoxaban for the treatment of cancer-associated venous thromboembolism.
        N. Engl. J. Med. 2018 Feb 15; 378 (Epub 2015 Jun 16. PMID: 26076949; PMCID: PMC4624298): 615-624https://doi.org/10.1056/NEJMoa1711948
        • Spyropoulos A.C.
        • Goldin M.
        • Giannis D.
        • Diab W.
        • Wang J.
        • Khanijo S.
        • Mignatti A.
        • Gianos E.
        • Cohen M.
        • Sharifova G.
        • Lund J.M.
        • Tafur A.
        • Lewis P.A.
        • Cohoon K.P.
        • Rahman H.
        • Sison C.P.
        • Lesser M.L.
        • Ochani K.
        • Agrawal N.
        • Hsia J.
        • Anderson V.E.
        • Bonaca M.
        • Halperin J.L.
        • Weitz J.I.
        • HEP-COVID Investigators
        Efficacy and safety of therapeutic-dose heparin vs standard prophylactic or intermediate-dose heparins for thromboprophylaxis in high-risk hospitalized patients with COVID-19: the HEP-COVID randomized clinical trial.
        JAMA Intern. Med. 2021 Dec 1; 181 (Erratum in: JAMA Intern Med. 2022 Feb 1;182(2):239. PMID: 34617959; PMCID: PMC8498934): 1612-1620https://doi.org/10.1001/jamainternmed.2021.6203
        • Avgerinos E.D.
        • Jaber W.
        • Lacomis J.
        • Markel K.
        • Rivera-Lebron B.N.
        • Ross C.B.
        • Sechrist J.
        • Toma C.
        • Chaer R.
        • McDaniel M.
        • SUNSET sPE Collaborators
        Randomized trial comparing standard versus ultrasound-assisted thrombolysis for submassive pulmonary embolism: the SUNSET sPE trial.
        JACC Cardiovasc. Interv. 2021 Jun 28; 14 (Erratum in: JACC Cardiovasc Interv. 2021 Oct 11;14(19):2194. PMID: 34167677; PMCID: PMC9057455): 1364-1373https://doi.org/10.1016/j.jcin.2021.04.049
        • Biedermann J.S.
        • Kruip M.J.H.A.
        • van der Meer F.J.
        • Rosendaal F.R.
        • Leebeek F.W.G.
        • Cannegieter S.C.
        • Lijfering W.M.
        Rosuvastatin use improves measures of coagulation in patients with venous thrombosis.
        Eur. Heart J. 2018 May 14; 39 (PMID: 29394348): 1740-1747https://doi.org/10.1093/eurheartj/ehy014
        • Greiner J.
        • Schrappe M.
        • Claviez A.
        • Zimmermann M.
        • Niemeyer C.
        • Kolb R.
        • Eberl W.
        • Berthold F.
        • Bergsträsser E.
        • Gnekow A.
        • Lassay E.
        • Vorwerk P.
        • Lauten M.
        • Sauerbrey A.
        • Rischewski J.
        • Beilken A.
        • Henze G.
        • Korte W.
        • Möricke A.
        • THROMBOTECT Study Investigators
        THROMBOTECT - a randomized study comparing low molecular weight heparin, antithrombin and unfractionated heparin for thromboprophylaxis during induction therapy of acute lymphoblastic leukemia in children and adolescents.
        Haematologica. 2019 Apr; 104 (Epub 2018 Sep 27. PMID: 30262570; PMCID: PMC6442986): 756-765https://doi.org/10.3324/haematol.2018.194175
        • Makar-Aušperger K.
        • Krželj K.
        • Lovrić Benčić M.
        • Radačić Aumiler M.
        • Erdeljić Turk V.
        • Božina N.
        Warfarin dosing according to the genotype-guided algorithm is Most beneficial in patients with atrial fibrillation: a randomized parallel group trial.
        Ther. Drug Monit. 2018 Jun; 40 (PMID: 29494423): 362-368https://doi.org/10.1097/FTD.0000000000000501
        • Miranda S.
        • Le Cam-Duchez V.
        • Benichou J.
        • Donnadieu N.
        • Barbay V.
        • Le Besnerais M.
        • Delmas F.X.
        • Cuvelier A.
        • Lévesque H.
        • Benhamou Y.
        • Armengol G.
        Adjusted value of thromboprophylaxis in hospitalized obese patients: a comparative study of two regimens of enoxaparin: the ITOHENOX study.
        Thromb. Res. 2017 Jul; 155: 1-5https://doi.org/10.1016/j.thromres.2017.04.011
        • INSPIRATION-S Investigators
        Atorvastatin versus placebo in patients with covid-19 in intensive care: randomized controlled trial.
        BMJ. 2022 Jan 7; 376 (PMID: 34996756)e068407https://doi.org/10.1136/bmj-2021-068407
        • Ordi-Ros J.
        • Sáez-Comet L.
        • Pérez-Conesa M.
        • Vidal X.
        • Riera-Mestre A.
        • Castro-Salomó A.
        • Cuquet-Pedragosa J.
        • Ortiz-Santamaria V.
        • Mauri-Plana M.
        • Solé C.
        • Cortés-Hernández J.
        Rivaroxaban versus vitamin K antagonist in antiphospholipid syndrome: a randomized noninferiority trial.
        Ann. Intern. Med. 2019 Nov 19; 171 (Epub 2019 Oct 15 PMID: 31610549): 685-694https://doi.org/10.7326/M19-0291
        • Gage B.F.
        • Bass A.R.
        • Lin Hannah
        • Woller S.C.
        • Stevens S.M.
        • Al-Hammadi N.
        subgr Prophylaxis on venous thromboembolism or death among patients undergoing hip or knee arthroplasty a randomized clinical trial.
        JAMA. 2019; 322 (septiembre de): 834-842
        • Bradbury C.
        • Fletcher K.
        • Sun Y.
        • Heneghan C.
        • Gardiner C.
        • Roalfe A.
        • Hardy P.
        • McCahon D.
        • Heritage G.
        • Shackleford H.
        • Hobbs F.R.
        • Fitzmaurice D.
        A randomised controlled trial of extended anticoagulation treatment versus standard treatment for the prevention of recurrent venous thromboembolism (VTE) and post-thrombotic syndrome in patients being treated for a first episode of unprovoked VTE (the ExACT study).
        Br. J. Haematol. 2020 Mar; 188 (Epub 2019 Nov 12 PMID: 31713863): 962-975https://doi.org/10.1111/bjh.16275
        • Anderson D.R.
        • Dunbar M.
        • Murnaghan J.
        • Kahn S.R.
        • Gross P.
        • Forsythe M.
        • Pelet S.
        • Fisher W.
        • Belzile E.
        • Dolan S.
        • Crowther M.
        • Bohm E.
        • MacDonald S.J.
        • Gofton W.
        • Kim P.
        • Zukor D.
        • Pleasance S.
        • Andreou P.
        • Doucette S.
        • Theriault C.
        • Abianui A.
        • Carrier M.
        • Kovacs M.J.
        • Rodger M.A.
        • Coyle D.
        • Wells P.S.
        • Vendittoli P.A.
        Aspirin or rivaroxaban for VTE prophylaxis after hip or knee arthroplasty.
        N. Engl. J. Med. 2018 Feb 22; 378 (PMID: 29466159): 699-707https://doi.org/10.1056/NEJMoa1712746
        • Schastlivtsev I.
        • Lobastov K.
        • Barinov V.
        • Kanzafarova I.
        Diosmin 600 in adjunction to rivaroxaban reduces the risk of post-thrombotic syndrome after femoropopliteal deep vein thrombosis: results of the RIDILOTT DVT study.
        Int. Angiol. 2020 Oct; 39 (Epub 2020 Apr 29 PMID: 32348101): 361-371https://doi.org/10.23736/S0392-9590.20.04356-4
        • Sadeghipour P.
        • Talasaz A.H.
        • Rashidi F.
        • Sharif-Kashani B.
        • Beigmohammadi M.T.
        • Farrokhpour M.
        • Sezavar S.H.
        • Payandemehr P.
        • Dabbagh A.
        • Moghadam K.G.
        • Jamalkhani S.
        • Khalili H.
        • Yadollahzadeh M.
        • Riahi T.
        • Rezaeifar P.
        • Tahamtan O.
        • Matin S.
        • Abedini A.
        • Lookzadeh S.
        • Rahmani H.
        • Zoghi E.
        • Mohammadi K.
        • Sadeghipour P.
        • Abri H.
        • Tabrizi S.
        • Mousavian S.M.
        • Shahmirzaei S.
        • Bakhshandeh H.
        • Amin A.
        • Rafiee F.
        • Baghizadeh E.
        • Mohebbi B.
        • Parhizgar S.E.
        • Aliannejad R.
        • Eslami V.
        • Kashefizadeh A.
        • Kakavand H.
        • Hosseini S.H.
        • Shafaghi S.
        • Ghazi S.F.
        • Najafi A.
        • Jimenez D.
        • Gupta A.
        • Madhavan M.V.
        • Sethi S.S.
        • Parikh S.A.
        • Monreal M.
        • Hadavand N.
        • Hajighasemi A.
        • Maleki M.
        • Sadeghian S.
        • Piazza G.
        • Kirtane A.J.
        • Van Tassell B.W.
        • Dobesh P.P.
        • Stone G.W.
        • GYH Lip
        • Krumholz H.M.
        • Goldhaber S.Z.
        • Bikdeli B.
        • INSPIRATION Investigators
        Effect of intermediate-dose vs standard-dose prophylactic anticoagulation on thrombotic events, extracorporeal membrane oxygenation treatment, or mortality among patients with COVID-19 admitted to the intensive care unit: the INSPIRATION randomized clinical trial.
        JAMA. 2021 Apr 27; 325 (PMID: 33734299; PMCID: PMC7974835): 1620-1630https://doi.org/10.1001/jama.2021.4152
        • Sholzberg M.
        • Tang G.H.
        • Rahhal H.
        • AlHamzah M.
        • Kreuziger L.B.
        • Áinle F.N.
        • Alomran F.
        • Alayed K.
        • Alsheef M.
        • AlSumait F.
        • Pompilio C.E.
        • Sperlich C.
        • Tangri S.
        • Tang T.
        • Jaksa P.
        • Suryanarayan D.
        • Almarshoodi M.
        • Castellucci L.A.
        • James P.D.
        • Lillicrap D.
        • Carrier M.
        • Beckett A.
        • Colovos C.
        • Jayakar J.
        • Arsenault M.P.
        • Wu C.
        • Doyon K.
        • Andreou E.R.
        • Dounaevskaia V.
        • Tseng E.K.
        • Lim G.
        • Fralick M.
        • Middeldorp S.
        • Lee A.Y.Y.
        • Zuo F.
        • da Costa B.R.
        • Thorpe K.E.
        • Negri E.M.
        • Cushman M.
        • Jüni P.
        • RAPID Trial Investigators
        Effectiveness of therapeutic heparin versus prophylactic heparin on death, mechanical ventilation, or intensive care unit admission in moderately ill patients with covid-19 admitted to hospital: RAPID randomised clinical trial.
        BMJ. 2021 Oct; 14n2400https://doi.org/10.1136/bmj.n2400. PMID: 34649864; PMCID: PMC8515466
        • Kline J.A.
        • Puskarich M.A.
        • Pike J.W.
        • Zagorski J.
        • Alves N.J.
        Inhaled nitric oxide to control platelet hyper-reactivity in patients with acute submassive pulmonary embolism.
        Nitric Oxide. 2020 Mar 1; 96 (Epub 2020 Jan 12. PMID: 31940502; PMCID: PMC7032016): 20-28https://doi.org/10.1016/j.niox.2020.01.004
        • Vedantham S.
        • Goldhaber S.Z.
        • Julian J.A.
        • Kahn S.R.
        • Jaff M.R.
        • Cohen D.J.
        • Magnuson E.
        • Razavi M.K.
        • Comerota A.J.
        • Gornik H.L.
        • Murphy T.P.
        • Lewis L.
        • Duncan J.R.
        • Nieters P.
        • Derfler M.C.
        • Filion M.
        • Gu C.S.
        • Kee S.
        • Schneider J.
        • Saad N.
        • Blinder M.
        • Moll S.
        • Sacks D.
        • Lin J.
        • Rundback J.
        • Garcia M.
        • Razdan R.
        • Marques V.
        • Kearon C.
        • VanderWoude E.
        • ATTRACT Trial Investigators
        Pharmacomechanical catheter-directed thrombolysis for deep-vein thrombosis.
        N. Engl. J. Med. 2017 Dec 7; 377 (Epub 2015 Jun 16. PMID: 26076949; PMCID: PMC4624298): 2240-2252https://doi.org/10.1056/NEJMoa1615066
        • Spyropoulos A.C.
        • Ageno W.
        • Albers G.W.
        • Elliott C.G.
        • Halperin J.L.
        • Hiatt W.R.
        • et al.
        Rivaroxaban for thromboprophylaxis after hospitalization for medical illness.
        N. Engl. J. Med. 2018 Sept;; 379: 1118-1127
        • Khorana A.A.
        • Soff G.A.
        • Kakkar A.K.
        • Vadhan-Raj S.
        • Riess H.
        • Wun T.
        • et al.
        Rivaroxaban for thromboprophylaxis in high-risk ambulatory patients with cancer.
        N. Engl. J. Med. 2019 Feb; 380: 720-728
        • Weitz J.I.
        • Lensing A.W.A.
        • Prins M.H.
        • Bauersachs R.
        • Beyer-Westendorf J.
        • Bounameaux H.
        • et al.
        Rivaroxaban or aspirin for extended treatment of venous thromboembolism.
        N. Engl. J. Med. 2017 March; 376: 1211-1222
        • Samama C.M.
        • Laporte S.
        • Rosencher N.
        • Girard P.
        • Llau J.
        • Mouret P.
        • et al.
        Rivaroxaban or enoxaparin in nonmajor orthopedic surgery.
        N. Engl. J. Med. 2020 May; 382: 1916-1925
        • Ramacciotti E.
        • Agati L.B.
        • Calderaro D.
        • Resende Aguiar V.C.
        • Spyropoulos A.C.
        • Carvalho de Oliveira C.C.
        • et al.
        Rivaroxaban versus no anticoagulation for post-discharge thromboprophylaxis after hospitalisation for COVID-19 (MICHELLE): an open-label, multicentre, randomised, controlled trial.
        Lancet. 2022 Jan; 399: 50-59
        • Couturaud F.
        • Pernod G.
        • Presles E.
        • Duhamel E.
        • Jego P.
        • Provost K.
        Six months versus two years of oral anticoagulation after a first episode of unprovoked deep-vein thrombosis. The PADIS-DVT randomized clinical trial.
        Haematologica. 2019 June; 104
        • Perepu U.S.
        • Chambers I.
        • Wahab A.
        • Ten Eyck P.
        • Wu C.
        • Dayal S.
        • et al.
        Standard prophylactic versus intermediate dose enoxaparin in adults with severe COVID-19: a multi-center, open-label, randomized controlled trial.
        J. Thromb. Haemost. 2021 Sept;; 19: 2225-2234
        • Lawler P.R.
        • Goligher E.C.
        • Berger J.S.
        • Neal M.D.
        • McVerry B.J.
        • Nicolau J.C.
        • Gong M.N.
        • Carrier M.
        • Rosenson R.S.
        • Reynolds H.R.
        • Turgeon A.F.
        • Escobedo J.
        • Huang D.T.
        • Bradbury C.A.
        • Houston B.L.
        • Kornblith L.Z.
        • Kumar A.
        • Kahn S.R.
        • Cushman M.
        • Slutsky A.S.
        • Kim K.S.
        • Gordon A.C.
        • Kirwan B.A.
        • Brooks M.M.
        • Higgins A.M.
        • Lewis R.J.
        • Lorenzi E.
        • Berry S.M.
        • Berry L.R.
        • Aday A.W.
        • Al-Beidh F.
        • Annane D.
        • Arabi Y.M.
        • Aryal D.
        • Baumann Kreuziger L.
        • Beane A.
        • Bhimani Z.
        • Bihari S.
        • Billett H.H.
        • Bond L.
        • Bonten M.
        • Brunkhorst F.
        • Buxton M.
        • Buzgau A.
        • Castellucci L.A.
        • Chekuri S.
        • Chen J.T.
        • Cheng A.C.
        • Chkhikvadze T.
        • Coiffard B.
        • Costantini T.W.
        • de Brouwer S.
        • Derde L.P.G.
        • Detry M.A.
        • Duggal A.
        • Džavík V.
        • Effron M.B.
        • Estcourt L.J.
        • Everett B.M.
        • Fergusson D.A.
        • Fitzgerald M.
        • Fowler R.A.
        • Galanaud J.P.
        • Galen B.T.
        • Gandotra S.
        • García-Madrona S.
        • Girard T.D.
        • Godoy L.C.
        • Goodman A.L.
        • Goossens H.
        • Green C.
        • Greenstein Y.Y.
        • Gross P.L.
        • Hamburg N.M.
        • Haniffa R.
        • Hanna G.
        • Hanna N.
        • Hegde S.M.
        • Hendrickson C.M.
        • Hite R.D.
        • Hindenburg A.A.
        • Hope A.A.
        • Horowitz J.M.
        • Horvat C.M.
        • Hudock K.
        • Hunt B.J.
        • Husain M.
        • Hyzy R.C.
        • Iyer V.N.
        • Jacobson J.R.
        • Jayakumar D.
        • Keller N.M.
        • Khan A.
        • Kim Y.
        • Kindzelski A.L.
        • King A.J.
        • Knudson M.M.
        • Kornblith A.E.
        • Krishnan V.
        • Kutcher M.E.
        • Laffan M.A.
        • Lamontagne F.
        • Le Gal G.
        • Leeper C.M.
        • Leifer E.S.
        • Lim G.
        • Lima F.G.
        • Linstrum K.
        • Litton E.
        • Lopez-Sendon J.
        • Lopez-Sendon Moreno J.L.
        • Lother S.A.
        • Malhotra S.
        • Marcos M.
        • Saud Marinez A.
        • Marshall J.C.
        • Marten N.
        • Matthay M.A.
        • McAuley D.F.
        • McDonald E.G.
        • McGuinness S.P.
        • Middeldorp S.
        • Montgomery S.K.
        • Moore S.C.
        • Morillo Guerrero R.
        • Mouncey P.R.
        • Murthy S.
        • Nair G.B.
        • Nair R.
        • Nichol A.D.
        • Nunez-Garcia B.
        • Pandey A.
        • Park P.K.
        • Parke R.L.
        • Parker J.C.
        • Parnia S.
        • Paul J.D.
        • Pérez González Y.S.
        • Pompilio M.
        • Prekker M.E.
        • Quigley J.G.
        • Rost N.S.
        • Rowan K.
        • Santos F.O.
        • Santos M.
        • Olombrada Santos M.
        • Satterwhite L.
        • Saunders C.T.
        • Schutgens R.E.G.
        • Seymour C.W.
        • Siegal D.M.
        • Silva Jr., D.G.
        • Shankar-Hari Jr., M.
        • Sheehan Jr., J.P.
        • Singhal Jr., A.B.
        • Solvason Jr., D.
        • Stanworth Jr., S.J.
        • Tritschler Jr., T.
        • Turner Jr., A.M.
        • van Bentum-Puijk Jr., W.
        • van de Veerdonk Jr., F.L.
        • van Diepen Jr., S.
        • Vazquez-Grande Jr., G.
        • Wahid Jr., L.
        • Wareham Jr., V.
        • Wells Jr., B.J.
        • Widmer Jr., R.J.
        • Wilson Jr., J.G.
        • Yuriditsky Jr., E.
        • Zampieri Jr., F.G.
        • Angus Jr., D.C.
        • McArthur C.J.
        • Webb Jr., S.A.
        • Farkouh Jr., M.E.
        • Hochman Jr., J.S.
        • Zarychanski Jr., R.
        • McQuilten Z.
        • McGlothlin A.
        • ATTACC Investigators
        • ACTIV-4a Investigators
        • REMAP-CAP Investigators
        Therapeutic anticoagulation with heparin in noncritically ill patients with Covid-19.
        N. Engl. J. Med. 2021 Aug 26; 385 (Epub 2021 Aug 4. PMID: 34351721; PMCID: PMC8362594): 790-802https://doi.org/10.1056/NEJMoa2105911
        • Goligher E.C.
        • Bradbury C.A.
        • McVerry B.J.
        • Lawler P.R.
        • Berger J.S.
        • Gong M.N.
        • Carrier M.
        • Reynolds H.R.
        • Kumar A.
        • Turgeon A.F.
        • Kornblith L.Z.
        • Kahn S.R.
        • Marshall J.C.
        • Kim K.S.
        • Houston B.L.
        • Derde L.P.G.
        • Cushman M.
        • Tritschler T.
        • Angus D.C.
        • Godoy L.C.
        • Kirwan B.A.
        • Farkouh M.E.
        • Brooks M.M.
        • Lewis R.J.
        • McQuilten Z.
        • Berry L.R.
        • Lorenzi E.
        • Gordon A.C.
        • Ahuja T.
        • Al-Beidh F.
        • Annane D.
        • Arabi Y.M.
        • Aryal D.
        • Baumann Kreuziger L.
        • Beane A.
        • Bhimani Z.
        • Bihari S.
        • Billett H.H.
        • Bond L.
        • Bonten M.
        • Brunkhorst F.
        • Buxton M.
        • Buzgau A.
        • Castellucci L.A.
        • Chekuri S.
        • Chen J.T.
        • Cheng A.C.
        • Chkhikvadze T.
        • Coiffard B.
        • Contreras A.
        • Costantini T.W.
        • de Brouwer S.
        • Detry M.A.
        • Duggal A.
        • Džavík V.
        • Effron M.B.
        • Eng H.F.
        • Escobedo J.
        • Estcourt L.J.
        • Everett B.M.
        • Fergusson D.A.
        • Fitzgerald M.
        • Fowler R.A.
        • Froess J.D.
        • Fu Z.
        • Galanaud J.P.
        • Galen B.T.
        • Gandotra S.
        • Girard T.D.
        • Goodman A.L.
        • Goossens H.
        • Green C.
        • Greenstein Y.Y.
        • Gross P.L.
        • Haniffa R.
        • Hegde S.M.
        • Hendrickson C.M.
        • Higgins A.M.
        • Hindenburg A.A.
        • Hope A.A.
        • Horowitz J.M.
        • Horvat C.M.
        • Huang D.T.
        • Hudock K.
        • Hunt B.J.
        • Husain M.
        • Hyzy R.C.
        • Jacobson J.R.
        • Jayakumar D.
        • Keller N.M.
        • Khan A.
        • Kim Y.
        • Kindzelski A.
        • King A.J.
        • Knudson M.M.
        • Kornblith A.E.
        • Kutcher M.E.
        • Laffan M.A.
        • Lamontagne F.
        • Le Gal G.
        • Leeper C.M.
        • Leifer E.S.
        • Lim G.
        • Gallego Lima F.
        • Linstrum K.
        • Litton E.
        • Lopez-Sendon J.
        • Lother S.A.
        • Marten N.
        • Saud Marinez A.
        • Martinez M.
        • Mateos Garcia E.
        • Mavromichalis S.
        • McAuley D.F.
        • McDonald E.G.
        • McGlothlin A.
        • McGuinness S.P.
        • Middeldorp S.
        • Montgomery S.K.
        • Mouncey P.R.
        • Murthy S.
        • Nair G.B.
        • Nair R.
        • Nichol A.D.
        • Nicolau J.C.
        • Nunez-Garcia B.
        • Park J.J.
        • Park P.K.
        • Parke R.L.
        • Parker J.C.
        • Parnia S.
        • Paul J.D.
        • Pompilio M.
        • Quigley J.G.
        • Rosenson R.S.
        • Rost N.S.
        • Rowan K.
        • Santos F.O.
        • Santos M.
        • Santos M.O.
        • Satterwhite L.
        • Saunders C.T.
        • Schreiber J.
        • Schutgens R.E.G.
        • Seymour C.W.
        • Siegal D.M.
        • Silva Jr., D.G.
        • Singhal Jr., A.B.
        • Slutsky Jr., A.S.
        • Solvason Jr., D.
        • Stanworth Jr., S.J.
        • Turner Jr., A.M.
        • van Bentum-Puijk Jr., W.
        • van de Veerdonk Jr., F.L.
        • van Diepen Jr., S.
        • Vazquez-Grande Jr., G.
        • Wahid Jr., L.
        • Wareham Jr., V.
        • Widmer Jr., R.J.
        • Wilson Jr., J.G.
        • Yuriditsky Jr., E.
        • Zhong Jr., Y.
        • Berry Jr., S.M.
        • McArthur Jr., C.J.
        • Neal Jr., M.D.
        • Hochman J.S.
        • Webb S.A.
        • Zarychanski R.
        • REMAP-CAP Investigators
        • ACTIV-4a Investigators
        • ATTACC Investigators
        Therapeutic anticoagulation with heparin in critically ill patients with Covid-19.
        N. Engl. J. Med. 2021 Aug 26; 385 (Epub 2021 Aug 4. PMID: 34351722; PMCID: PMC8362592): 777-789https://doi.org/10.1056/NEJMoa2103417
        • Lopes R.D.
        • Barbosa L.M.
        • Ramacciotti E.
        • Morata J.de A.
        • Martins P.de A.
        • de Oliveira A.L.
        Therapeutic Versus Prophylactic Anticoagulation for Patients Admitted to Hospital With COVID-19 and Elevated D-dimer Concentration (ACTION): An Open-label, Multicentre, Randomised, Controlled Trial. 397. 2021: 12
        • Sun X.
        • Briel M.
        • Busse J.W.
        • You J.J.
        • Akl E.A.
        • Mejza F.
        • Bala M.M.
        • Bassler D.
        • Mertz D.
        • Diaz-Granados N.
        • Vandvik P.O.
        • Malaga G.
        • Srinathan S.K.
        • Dahm P.
        • Johnston B.C.
        • Alonso-Coello P.
        • Hassouneh B.
        • Walter S.D.
        • Heels-Ansdell D.
        • Bhatnagar N.
        • Altman D.G.
        • Guyatt G.H.
        Credibility of claims of subgroup effects in randomised controlled trials: systematic review.
        BMJ. 2012 Mar; 15 (PMID: 22422832)e1553https://doi.org/10.1136/bmj.e1553
        • Báez-Gutiérrez N.
        • Rodríguez-Ramallo H.
        • Flores-Moreno S.
        • Abdel-Kader Martín L.
        Subgroup analysis in haematologic malignancies phase III clinical trials: a systematic review.
        Br. J. Clin. Pharmacol. 2021 Jul; 87 (Epub 2020 Dec 23 PMID: 33270263): 2635-2644https://doi.org/10.1111/bcp.14689
        • Saragiotto B.T.
        • Maher C.G.
        • Moseley A.M.
        • Yamato T.P.
        • Koes B.W.
        • Sun X.
        • Hancock M.J.
        A systematic review reveals that the credibility of subgroup claims in low back pain trials was low.
        J. Clin. Epidemiol. 2016 Nov; 79 (Epub 2016 Jun 10 PMID: 27297201): 3-9https://doi.org/10.1016/j.jclinepi.2016.06.003
        • Alegre-Del Rey E.J.
        • Gil-Sierra M.D.
        • Sánchez-Hidalgo M.
        • Alarcón de la Lastra-Romero C.
        Remdesivir and mortality reduction in COVID-19 patients: a systematized subgroup analysis of clinical trials.
        Farm. Hosp. 2021 Jan 13; 45 (English) (PMID: 33443475): 28-31https://doi.org/10.7399/fh.11591
        • Paquette M.
        • Alotaibi A.M.
        • Nieuwlaat R.
        • Santesso N.
        • Mbuagbaw L.
        A meta-epidemiological study of subgroup analyses in cochrane systematic reviews of atrial fibrillation.
        Syst. Rev. 2019 Oct 25; 8 (PMID: 31653275; PMCID: PMC6814034): 241https://doi.org/10.1186/s13643-019-1152-z
        • Wittes J.
        On looking at subgroups.
        Circulation. 2009 Feb 24; 119 (PMID: 19237669): 912-915https://doi.org/10.1161/CIRCULATIONAHA.108.836601
        • Wang R.
        • Lagakos S.W.
        • Ware J.H.
        • Hunter D.J.
        • Drazen J.M.
        Statistics in medicine–reporting of subgroup analyses in clinical trials.
        N. Engl. J. Med. 2007 Nov 22; 357 (PMID: 18032770): 2189-2194https://doi.org/10.1056/NEJMsr077003
        • Koch A.
        • Framke T.
        Reliably basing conclusions on subgroups of randomized clinical trials.
        J. Biopharm. Stat. 2014; 24 (PMID: 24392977): 42-57https://doi.org/10.1080/10543406.2013.856020
        • Key N.S.
        • Khorana A.A.
        • Kuderer N.M.
        • Bohlke K.
        • Lee A.Y.Y.
        • Arcelus J.I.
        • Wong S.L.
        • Balaban E.P.
        • Flowers C.R.
        • Francis C.W.
        • Gates L.E.
        • Kakkar A.K.
        • Levine M.N.
        • Liebman H.A.
        • Tempero M.A.
        • Lyman G.H.
        • Falanga A.
        Venous thromboembolism prophylaxis and treatment in patients with cancer: ASCO clinical practice guideline update.
        J. Clin. Oncol. 2020 Feb 10; 38 (Epub 2019 Aug 5 PMID: 31381464): 496-520https://doi.org/10.1200/JCO.19.01461
        • Farge D.
        • Frere C.
        • Connors J.M.
        • Ay C.
        • Khorana A.A.
        • Munoz A.
        • Brenner B.
        • Kakkar A.
        • Rafii H.
        • Solymoss S.
        • Brilhante D.
        • Monreal M.
        • Bounameaux H.
        • Pabinger I.
        • Douketis J.
        • International Initiative on Thrombosis and Cancer (ITAC) advisory panel
        2019 international clinical practice guidelines for the treatment and prophylaxis of venous thromboembolism in patients with cancer.
        Lancet Oncol. 2019 Oct; 20 (e566-e581) (Epub 2019 Sep 3. PMID: 31492632)https://doi.org/10.1016/S1470-2045(19)30336-5
      1. NCCN guideline on cancer-associated venous thromboembolic disease. Version 1.
        (Epub 2021 Aug 4. PMID: 34351722; PMCID: PMC8362592)
        • Taji Heravi A.
        • Gryaznov D.
        • Schandelmaier S.
        • Kasenda B.
        • Briel M.
        • Adherence to SPIRIT Recommendations (ASPIRE) Study Group
        Evaluation of planned subgroup analysis in protocols of randomized clinical trials.
        JAMA Netw. Open. 2021 Oct 1; 4 (PMID: 34705015; PMCID: PMC8552052)e2131503https://doi.org/10.1001/jamanetworkopen.2021.31503
        • Brand K.J.
        • Hapfelmeier A.
        • Haller B.
        A systematic review of subgroup analyses in randomised clinical trials in cardiovascular disease.
        Clin. Trials. 2021 Jun; 18 (Epub 2021 Jan 21. PMID: 33478253; PMCID: PMC8174013): 351-360https://doi.org/10.1177/1740774520984866
        • Rodríguez-Ramallo H.
        • Báez-Gutiérrez N.
        • Otero-Candelera R.
        • Martín L.A.
        Subgroup analysis in pulmonary hypertension-specific therapy clinical trials: a systematic review.
        J. Pers. Med. 2022 May 25; 12 (PMID: 35743648; PMCID: PMC9224970): 863https://doi.org/10.3390/jpm12060863
        • Gabler N.B.
        • Duan N.
        • Raneses E.
        • Suttner L.
        • Ciarametaro M.
        • Cooney E.
        • Dubois R.W.
        • Halpern S.D.
        • Kravitz R.L.
        No improvement in the reporting of clinical trial subgroup effects in high-impact general medical journals.
        Trials. 2016 Jul 16; 17 (PMID: 27423688; PMCID: PMC4947338): 320https://doi.org/10.1186/s13063-016-1447-5