Literature DB >> 31248312

Number needed to treat: A primer for neurointerventionalists.

Juan Carlos Martinez-Gutierrez1, Thabele Leslie-Mazwi2, Ronil V Chandra3, Kevin L Ong4, Raul G Nogueira5, Mayank Goyal6, Felipe C Albuquerque7, Joshua A Hirsch8.   

Abstract

BACKGROUND: The number needed to treat is a commonly used statistical term in modern neurointerventional practice. It represents the number of patients that need to be treated for one patient to benefit from an intervention. Given its growing popularity in reflecting study results, understanding the basics behind this statistic is of practical value to the neurointerventionalist.
METHODS: Here, we review the basic theory and calculation of the number needed to treat, its application to stroke interventions, and its limitations. In addition, we demonstrate several simple methods of calculating the number needed to treat utilizing recent thrombectomy trial results. By presenting the number needed to treat as a universal metric, we provide a comprehensive comparative of the number needed to treat for key stroke therapies, including mechanical thrombectomy, tissue plasminogen activator, carotid endarterectomy, and prevention with antiplatelet and statin drugs.
CONCLUSIONS: In comparison with available stroke therapies, mechanical thrombectomy stands out as the most effective acute intervention in patients with emergent large-vessel occlusions. Understanding how the number needed to treat is derived and its implications helps provide perspective to clinical trial data, identify health-care resource priorities, and improve communication with patients, health-care providers, and additional key stakeholders.

Entities:  

Keywords:  Interventional neuroradiology; statistics; stroke

Mesh:

Year:  2019        PMID: 31248312      PMCID: PMC6838845          DOI: 10.1177/1591019919858733

Source DB:  PubMed          Journal:  Interv Neuroradiol        ISSN: 1591-0199            Impact factor:   1.610


  34 in total

Review 1.  Calculating the number needed to treat for trials where the outcome is time to an event.

Authors:  D G Altman; P K Andersen
Journal:  BMJ       Date:  1999-12-04

Review 2.  Confidence intervals for the number needed to treat.

Authors:  D G Altman
Journal:  BMJ       Date:  1998-11-07

3.  High-dose atorvastatin after stroke or transient ischemic attack.

Authors:  Pierre Amarenco; Julien Bogousslavsky; Alfred Callahan; Larry B Goldstein; Michael Hennerici; Amy E Rudolph; Henrik Sillesen; Lisa Simunovic; Michael Szarek; K M A Welch; Justin A Zivin
Journal:  N Engl J Med       Date:  2006-08-10       Impact factor: 91.245

4.  Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging.

Authors:  Gregory W Albers; Michael P Marks; Stephanie Kemp; Soren Christensen; Jenny P Tsai; Santiago Ortega-Gutierrez; Ryan A McTaggart; Michel T Torbey; May Kim-Tenser; Thabele Leslie-Mazwi; Amrou Sarraj; Scott E Kasner; Sameer A Ansari; Sharon D Yeatts; Scott Hamilton; Michael Mlynash; Jeremy J Heit; Greg Zaharchuk; Sun Kim; Janice Carrozzella; Yuko Y Palesch; Andrew M Demchuk; Roland Bammer; Philip W Lavori; Joseph P Broderick; Maarten G Lansberg
Journal:  N Engl J Med       Date:  2018-01-24       Impact factor: 91.245

5.  Calculation of numbers-needed-to-treat in parallel group trials assessing ordinal outcomes: case examples from acute stroke and stroke prevention.

Authors:  Philip Bath; Cheryl Hogg; Michael Tracy; Stuart Pocock
Journal:  Int J Stroke       Date:  2011-06-06       Impact factor: 5.266

6.  Stent-retriever thrombectomy after intravenous t-PA vs. t-PA alone in stroke.

Authors:  Jeffrey L Saver; Mayank Goyal; Alain Bonafe; Hans-Christoph Diener; Elad I Levy; Vitor M Pereira; Gregory W Albers; Christophe Cognard; David J Cohen; Werner Hacke; Olav Jansen; Tudor G Jovin; Heinrich P Mattle; Raul G Nogueira; Adnan H Siddiqui; Dileep R Yavagal; Blaise W Baxter; Thomas G Devlin; Demetrius K Lopes; Vivek K Reddy; Richard du Mesnil de Rochemont; Oliver C Singer; Reza Jahan
Journal:  N Engl J Med       Date:  2015-04-17       Impact factor: 91.245

7.  A randomized trial of intraarterial treatment for acute ischemic stroke.

Authors:  Olvert A Berkhemer; Puck S S Fransen; Debbie Beumer; Lucie A van den Berg; Hester F Lingsma; Albert J Yoo; Wouter J Schonewille; Jan Albert Vos; Paul J Nederkoorn; Marieke J H Wermer; Marianne A A van Walderveen; Julie Staals; Jeannette Hofmeijer; Jacques A van Oostayen; Geert J Lycklama à Nijeholt; Jelis Boiten; Patrick A Brouwer; Bart J Emmer; Sebastiaan F de Bruijn; Lukas C van Dijk; L Jaap Kappelle; Rob H Lo; Ewoud J van Dijk; Joost de Vries; Paul L M de Kort; Willem Jan J van Rooij; Jan S P van den Berg; Boudewijn A A M van Hasselt; Leo A M Aerden; René J Dallinga; Marieke C Visser; Joseph C J Bot; Patrick C Vroomen; Omid Eshghi; Tobien H C M L Schreuder; Roel J J Heijboer; Koos Keizer; Alexander V Tielbeek; Heleen M den Hertog; Dick G Gerrits; Renske M van den Berg-Vos; Giorgos B Karas; Ewout W Steyerberg; H Zwenneke Flach; Henk A Marquering; Marieke E S Sprengers; Sjoerd F M Jenniskens; Ludo F M Beenen; René van den Berg; Peter J Koudstaal; Wim H van Zwam; Yvo B W E M Roos; Aad van der Lugt; Robert J van Oostenbrugge; Charles B L M Majoie; Diederik W J Dippel
Journal:  N Engl J Med       Date:  2014-12-17       Impact factor: 91.245

Review 8.  Number needed to screen: development of a statistic for disease screening.

Authors:  C M Rembold
Journal:  BMJ       Date:  1998-08-01

9.  Stroke treatment with alteplase given 3.0-4.5 h after onset of acute ischaemic stroke (ECASS III): additional outcomes and subgroup analysis of a randomised controlled trial.

Authors:  Erich Bluhmki; Angel Chamorro; Antoni Dávalos; Thomas Machnig; Christophe Sauce; Nils Wahlgren; Joanna Wardlaw; Werner Hacke
Journal:  Lancet Neurol       Date:  2009-10-21       Impact factor: 44.182

Review 10.  Primary angioplasty versus intravenous thrombolytic therapy for acute myocardial infarction: a quantitative review of 23 randomised trials.

Authors:  Ellen C Keeley; Judith A Boura; Cindy L Grines
Journal:  Lancet       Date:  2003-01-04       Impact factor: 79.321

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  5 in total

1.  Number Needed to Treat with Vertebral Augmentation to Save a Life.

Authors:  J A Hirsch; R V Chandra; N S Carter; D Beall; M Frohbergh; K Ong
Journal:  AJNR Am J Neuroradiol       Date:  2019-12-19       Impact factor: 3.825

Review 2.  Preserving Access: A Review of Stroke Thrombectomy during the COVID-19 Pandemic.

Authors:  T M Leslie-Mazwi; K M Fargen; M Levitt; C P Derdeyn; S K Feske; A B Patel; J A Hirsch
Journal:  AJNR Am J Neuroradiol       Date:  2020-05-21       Impact factor: 3.825

3.  When Should Neuroendovascular Care for Patients With Acute Stroke Be Palliative?

Authors:  Michael J Young; Robert W Regenhardt; Leonard L Sokol; Thabele M Leslie-Mazwi
Journal:  AMA J Ethics       Date:  2021-10-01

Review 4.  Acute ischemic stroke treatment model for Poland in the mechanical thrombectomy era - which way to go?

Authors:  Krzysztof Pawłowski; Artur Dziadkiewicz; Jacek Klaudel; Alicja Mączkowiak; Marek Szołkiewicz
Journal:  Postepy Kardiol Interwencyjnej       Date:  2022-04-11       Impact factor: 1.065

Review 5.  Foundational Statistical Principles in Medical Research: A Tutorial on Odds Ratios, Relative Risk, Absolute Risk, and Number Needed to Treat.

Authors:  Thomas F Monaghan; Syed N Rahman; Christina W Agudelo; Alan J Wein; Jason M Lazar; Karel Everaert; Roger R Dmochowski
Journal:  Int J Environ Res Public Health       Date:  2021-05-25       Impact factor: 3.390

  5 in total

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