Literature DB >> 31868907

Moving Molecular Profiling to Routine Clinical Practice: A Way Forward?

Boris Freidlin1, Carmen J Allegra2,3, Edward L Korn1.   

Abstract

Molecular profiling of a patient's tumor to guide targeted treatment selection offers the potential to advance patient care by improving outcomes and minimizing toxicity (by avoiding ineffective treatments). However, current development of molecular profile (MP) panels is often based on applying institution-specific or subjective algorithms to nonrandomized patient cohorts. Consequently, obtaining reliable evidence that molecular profiling is offering clinical benefit and is ready for routine clinical practice is challenging. In particular, we discuss here the problems with interpreting for clinical utility nonrandomized studies that compare outcomes in patients treated based on their MP vs those treated with standard of care, studies that compare the progression-free survival (PFS) seen on a MP-directed treatment to the PFS seen for the same patient on a previous standard treatment (PFS ratio), and multibasket trials that evaluate the response rates of targeted therapies in specific molecularly defined subpopulations (regardless of histology). We also consider some limitations of randomized trial designs. A two-step strategy is proposed in which multiple mutation-agent pairs are tested for activity in one or more multibasket trials in the first step. The results of the first step are then used to identify promising mutation-agent pairs that are combined in a molecular panel that is then tested in the step-two strategy-design randomized clinical trial (the molecular panel-guided treatment for the selected mutations vs standard of care). This two-step strategy should allow rigorous evidence-driven identification of mutation-agent pairs that can be moved into routine clinical practice. Published by Oxford University Press 2019. This work is written by US Government employees and is in the public domain in the US.

Entities:  

Year:  2020        PMID: 31868907      PMCID: PMC7825487          DOI: 10.1093/jnci/djz240

Source DB:  PubMed          Journal:  J Natl Cancer Inst        ISSN: 0027-8874            Impact factor:   13.506


  36 in total

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2.  Randomized clinical trials with biomarkers: design issues.

Authors:  Boris Freidlin; Lisa M McShane; Edward L Korn
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3.  High-Throughput Genomics and Clinical Outcome in Hard-to-Treat Advanced Cancers: Results of the MOSCATO 01 Trial.

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Journal:  Cancer Discov       Date:  2017-04-01       Impact factor: 39.397

Review 4.  The evidence framework for precision cancer medicine.

Authors:  Jeffrey A Moscow; Tito Fojo; Richard L Schilsky
Journal:  Nat Rev Clin Oncol       Date:  2017-12-19       Impact factor: 66.675

5.  Biostatistical and Logistical Considerations in the Development of Basket and Umbrella Clinical Trials.

Authors:  Laura M Yee; Lisa M McShane; Boris Freidlin; Margaret M Mooney; Edward L Korn
Journal:  Cancer J       Date:  2019 Jul/Aug       Impact factor: 3.360

6.  Genomic and transcriptomic profiling expands precision cancer medicine: the WINTHER trial.

Authors:  Jordi Rodon; Jean-Charles Soria; Raanan Berger; Wilson H Miller; Eitan Rubin; Aleksandra Kugel; Apostolia Tsimberidou; Pierre Saintigny; Aliza Ackerstein; Irene Braña; Yohann Loriot; Mohammad Afshar; Vincent Miller; Fanny Wunder; Catherine Bresson; Jean-François Martini; Jacques Raynaud; John Mendelsohn; Gerald Batist; Amir Onn; Josep Tabernero; Richard L Schilsky; Vladimir Lazar; J Jack Lee; Razelle Kurzrock
Journal:  Nat Med       Date:  2019-04-22       Impact factor: 53.440

Review 7.  Statistical challenges in the evaluation of treatments for small patient populations.

Authors:  Edward L Korn; Lisa M McShane; Boris Freidlin
Journal:  Sci Transl Med       Date:  2013-03-27       Impact factor: 17.956

8.  Issues in clinical trial design for tumor marker studies.

Authors:  Daniel Sargent; Carmen Allegra
Journal:  Semin Oncol       Date:  2002-06       Impact factor: 4.929

9.  Pediatric oncology enters an era of precision medicine.

Authors:  Nita L Seibel; Katherine Janeway; Carl E Allen; Susan N Chi; Yoon-Jae Cho; Julia L Glade Bender; AeRang Kim; Theodore W Laetsch; Meredith S Irwin; Naoko Takebe; James V Tricoli; Donald Williams Parsons
Journal:  Curr Probl Cancer       Date:  2017-02-01       Impact factor: 3.187

10.  Fool's gold, lost treasures, and the randomized clinical trial.

Authors:  David J Stewart; Razelle Kurzrock
Journal:  BMC Cancer       Date:  2013-04-16       Impact factor: 4.430

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Journal:  J Crohns Colitis       Date:  2021-09-25       Impact factor: 9.071

2.  Molecular Profiling-Based Assignment of Cancer Therapy (NCI-MPACT): A Randomized Multicenter Phase II Trial.

Authors:  Alice P Chen; Shivaani Kummar; Nancy Moore; Lawrence V Rubinstein; Yingdong Zhao; P Mickey Williams; Alida Palmisano; David Sims; Geraldine O'Sullivan Coyne; Christina L Rosenberger; Mel Simpson; Kanwal P S Raghav; Funda Meric-Bernstam; Stephen Leong; Saiama Waqar; Jared C Foster; Mariam M Konaté; Biswajit Das; Chris Karlovich; Chih-Jian Lih; Eric Polley; Richard Simon; Ming-Chung Li; Richard Piekarz; James H Doroshow
Journal:  JCO Precis Oncol       Date:  2021-01-12
  2 in total

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