4.7 Article

Functional Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders

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CANCER DISCOVERY
卷 12, 期 2, 页码 372-387

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AMER ASSOC CANCER RESEARCH
DOI: 10.1158/2159-8290.CD-21-0538

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资金

  1. Vienna Science and Technology Fund [LS16-034]
  2. Austrian Science Fund [F4704-B20, F4711-B20, P27132-B20]
  3. European Molecular Biology Organization Long Term Fellowship [1543-2012, 733-2016]
  4. ETH Zurich
  5. Swiss National Science Foundation [PP00P3_163961, PP00P3_194809, CRSII5_193832]
  6. European Research Council (SCIPER) [803063]
  7. Medical University Vienna
  8. General Hospital Vienna
  9. Research Center for Molecular Medicine (CeMM) of the Austrian Academy of Sciences
  10. European Research Council (ERC) [803063] Funding Source: European Research Council (ERC)
  11. Swiss National Science Foundation (SNF) [CRSII5_193832, PP00P3_194809, PP00P3_163961] Funding Source: Swiss National Science Foundation (SNF)

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Personalized medicine using functional assays can be clinically feasible and effective in providing treatment guidance for patients with aggressive hematologic cancers, resulting in enhanced progression-free survival and exceptional responses lasting longer than expected for some patients.
Personalized medicine aims to match the right drug with the right patient by using specifi c features of the individual patient's tumor. However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profi ling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefi t of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. It illustrates that for patients lacking standard therapies, high-content assay based scFPM can have a signifi cant value in clinical therapy guidance based on functional dependencies of each patient's cancer. See related commentary by Letai, p. 290 .

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