Long-term overall survival and prognostic score predicting survival: the IMPACT study in precision medicine

J Hematol Oncol. 2019 Dec 30;12(1):145. doi: 10.1186/s13045-019-0835-1.

Abstract

Background: In 2007, we initiated IMPACT, a precision medicine program for patients referred for participation in early-phase clinical trials. We assessed the correlation of factors, including genomically matched therapy, with overall survival (OS).

Patients and methods: We performed molecular profiling (Clinical Laboratory Improvement Amendments) (genes ≤ 182) for patients with lethal/refractory advanced cancers referred to the Phase 1 Clinical Trials Program. Matched therapy, if available, was selected on the basis of genomics. Clinical trials varied over time and included investigational drugs against various targets (single agents or combinations). Patients were followed up for up to 10 years.

Results: Of 3487 patients who underwent tumor molecular profiling, 1307 (37.5%) had ≥ 1 alteration and received therapy (matched, 711; unmatched, 596; median age, 57 years; 39% men). Most common tumors were gastrointestinal, gynecologic, breast, melanoma, and lung. Objective response rates were: matched 16.4%, unmatched 5.4% (p < .0001); objective response plus stable disease ≥ 6 months rates were: matched 35.3% and unmatched 20.3%, (p < .001). Respective median progression-free survival: 4.0 and 2.8 months (p < .0001); OS, 9.3 and 7.3 months; 3-year, 15% versus 7%; 10-year, 6% vs. 1% (p < .0001). Independent factors associated with shorter OS (multivariate analysis) were performance status > 1 (p < .001), liver metastases (p < .001), lactate dehydrogenase levels > upper limit of normal (p < .001), PI3K/AKT/mTOR pathway alterations (p < .001), and non-matched therapy (p < .001). The five independent factors predicting shorter OS were used to design a prognostic score.

Conclusions: Matched targeted therapy was an independent factor predicting longer OS. A score to predict an individual patient's risk of death is proposed.

Trial registration: ClinicalTrials.gov, NCT00851032, date of registration February 25, 2009.

Keywords: Clinical trials; Genomic profiling; Personalized medicine; Phase I; Precision oncology; Targeted therapy.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers, Tumor / antagonists & inhibitors
  • Biomarkers, Tumor / genetics*
  • Case-Control Studies
  • Clinical Trials, Phase I as Topic
  • Female
  • Follow-Up Studies
  • Humans
  • Liver Neoplasms / drug therapy
  • Liver Neoplasms / mortality*
  • Liver Neoplasms / secondary
  • Male
  • Middle Aged
  • Molecular Targeted Therapy*
  • Neoplasms / drug therapy
  • Neoplasms / mortality*
  • Neoplasms / pathology
  • Precision Medicine / methods*
  • Prognosis
  • Protein Kinase Inhibitors / therapeutic use*
  • Protein Kinases / chemistry
  • Protein Kinases / genetics*
  • Response Evaluation Criteria in Solid Tumors
  • Survival Rate
  • Young Adult

Substances

  • Biomarkers, Tumor
  • Protein Kinase Inhibitors
  • Protein Kinases

Associated data

  • ClinicalTrials.gov/NCT00851032