Home LiteratureArticle Details
PMID: 25107917 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Pharmacogenomic modeling of circulating tumor and invasive cells for prediction of chemotherapy response and resistance in pancreatic cancer.

Yu KH, Ricigliano M, Hidalgo M, Abou-Alfa GK, Lowery MA, Saltz LB, Crotty JF, Gary K, Cooper B, Lapidus R, Sadowska M, O'Reilly EM

Abstract

Despite a challenging prognosis, modern cytotoxic therapy can induce tumor responses and extend life in pancreatic adenocarcinoma (PDAC). Pharmacogenomic (PGx) modeling of tumor tissue can predict the efficacy of chemotherapeutic agents in preclinical cancer models. We hypothesized that PGx profiling of circulating tumor and invasive cells (CTIC) isolated from peripheral blood could predict tumor response, progression, and resistance. A PGx model was created and validated in preclinical models. A prospective clinical trial was conducted. Fifty patients with advanced PDAC were enrolled. Before treatment, 10 mL of peripherally drawn blood was collected. CTICs isolated from this blood sample were expression profiled and the PGx model was used to predict effective and ineffective chemotherapeutic agents. The treating physicians were blinded to PGx prediction. We found that CTICs could be reliably isolated, total RNA extracted and profiled from 10 mL of peripheral blood from patients with unresectable PDAC before chemotherapy treatment and at disease progression. Using previously created PGx models to predict chemotherapy sensitivity, we found that clinical benefit was seen for study participants treated with chemotherapy regimens predicted to be effective versus chemotherapy regimens predicted to be ineffective with regard to progression-free (10.4 mo vs. 3.6 mo; P < 0.0001; HR, 0.14) and overall survival (17.2 mo vs. 8.3 mo; P < 0.0249; HR, 0.29). These findings suggest that PGx profiling of CTICs can predict treatment response.

MeSH Terms
Adenocarcinoma/drug therapy,genetics,pathology Aged Aged, 80 and over Animals Antineoplastic Agents/pharmacology,therapeutic use Cell Line, Tumor Drug Resistance, Neoplasm/genetics Female Gene Expression Profiling Humans Male Mice Middle Aged Models, Biological Neoplastic Cells, Circulating/drug effects,metabolism Pancreatic Neoplasms/drug therapy,genetics,mortality,pathology Pharmacogenetics Reproducibility of Results Treatment Outcome Xenograft Model Antitumor Assays
Chemicals
Antineoplastic Agents
Authors & Affiliations
12 authors, click to expand affiliations / ORCID
Yu Kenneth H
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York. [email protected].
Ricigliano Mark
CellPath Therapeutics, Baltimore, Maryland.
Hidalgo Manuel
Clinical Research Programme, Spanish National Cancer Research Center (CNIO), Madrid, Spain.
Abou-Alfa Ghassan K
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
Lowery Maeve A
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
Saltz Leonard B
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
Crotty Joseph F
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
Gary Kristen
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
Cooper Brandon
University of Maryland Greenebaum Cancer Center, Baltimore, Maryland.
Lapidus Rena
University of Maryland Greenebaum Cancer Center, Baltimore, Maryland.
Sadowska Mariola
University of Maryland Greenebaum Cancer Center, Baltimore, Maryland.
O'Reilly Eileen M
Memorial Sloan Kettering, Cancer Center, New York, New York. Weill Cornell Medical College, New York, New York.
References (19)
19 references, click to expand
  1. Drug transporters in drug efficacy and toxicity.
    Annu Rev Pharmacol Toxicol. 2012;52:249-73 PMID: 21942630
  2. DNA fingerprinting of the NCI-60 cell line panel.
    Mol Cancer Ther. 2009 Apr;8(4):713-24 PMID: 19372543
  3. Gene expression-based chemical genomics identifies rapamycin as a modulator of MCL1 and glucocorticoid resistance.
    Cancer Cell. 2006 Oct;10(4):331-42 PMID: 17010674
  4. Randomized, multicenter, phase II study of CO-101 versus gemcitabine in patients with metastatic pancreatic ductal adenocarcinoma: including a prospective evaluation of the role of hENT1 in gemcitabine or CO-101 sensitivity.
    J Clin Oncol. 2013 Dec 10;31(35):4453-61 PMID: 24220555
  5. Impact of tumor-associated macrophages on invasive ductal carcinoma of the pancreas head.
    Cancer Sci. 2012 Nov;103(11):2012-20 PMID: 22931216
  6. Pharmacogenetics of ATP-binding cassette transporters in cancer and chemotherapy.
    Mol Cancer Ther. 2003 Jul;2(7):685-98 PMID: 12883042
  7. A strategy for predicting the chemosensitivity of human cancers and its application to drug discovery.
    Proc Natl Acad Sci U S A. 2007 Aug 7;104(32):13086-91 PMID: 17666531
  8. Mononuclear cell-derived interleukin-1 beta confers chemoresistance in pancreatic cancer cells by upregulation of cyclooxygenase-2.
    Surgery. 2008 Jul;144(1):57-65 PMID: 18571585
  9. Clinical significance of circulating tumor cells detected by an invasion assay in peripheral blood of patients with ovarian cancer.
    Gynecol Oncol. 2009 Jan;112(1):185-91 PMID: 18954898
  10. Isolation of circulating epithelial and tumor progenitor cells with an invasive phenotype from breast cancer patients.
    Int J Cancer. 2010 Feb 1;126(3):669-83 PMID: 19662651
  11. FOLFIRINOX versus gemcitabine for metastatic pancreatic cancer.
    N Engl J Med. 2011 May 12;364(19):1817-25 PMID: 21561347
  12. Transcriptional profiling of peripheral blood mononuclear cells in pancreatic cancer patients identifies novel genes with potential diagnostic utility.
    PLoS One. 2011 Feb 10;6(2):e17014 PMID: 21347333
  13. Functional phenotyping and genotyping of circulating tumor cells from patients with castration resistant prostate cancer.
    Cancer Lett. 2009 May 18;277(2):164-73 PMID: 19162393
  14. The role of stroma in pancreatic cancer: diagnostic and therapeutic implications.
    Nat Rev Gastroenterol Hepatol. 2012 Aug;9(8):454-67 PMID: 22710569
  15. Cytochrome P450 enzymes: novel options for cancer therapeutics.
    Mol Cancer Ther. 2004 Mar;3(3):363-71 PMID: 15026557
  16. Microarray-based detection and expression analysis of ABC and SLC transporters in drug-resistant ovarian cancer cell lines.
    Biomed Pharmacother. 2013 Apr;67(3):240-5 PMID: 23462296
  17. New colorimetric cytotoxicity assay for anticancer-drug screening.
    J Natl Cancer Inst. 1990 Jul 4;82(13):1107-12 PMID: 2359136
  18. Prospective comparison of clinical and genomic multivariate predictors of response to neoadjuvant chemotherapy in breast cancer.
    Clin Cancer Res. 2010 Jan 15;16(2):711-8 PMID: 20068086
  19. The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease.
    Science. 2006 Sep 29;313(5795):1929-35 PMID: 17008526
Article Info
Journal
Clinical cancer research : an official journal of the American Association for Cancer Research
Abbr.
Clin Cancer Res
ISSN
1557-3265
Published
2014-10-15
Epub
2014-00-08
Pages
5281-9
Language
English
Region
United States
NLM ID
9502500
PMCID
PMC4346320
Subset
IM
Grants
NIEHS NIH HHS · K08 ES019615 · United States
NCI NIH HHS · P30 CA008748 · United States
Corrections
CommentIn
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]