Literature DB >> 24196513

Insights into therapeutic resistance from whole-genome analyses of circulating tumor DNA.

Luis A Diaz1, Mark Sausen, George A Fisher, Victor E Velculescu.   

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Year:  2013        PMID: 24196513      PMCID: PMC3858570          DOI: 10.18632/oncotarget.1486

Source DB:  PubMed          Journal:  Oncotarget        ISSN: 1949-2553


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The selection and expansion of tumor cells with de novo genetic alterations in specific genes has been described as a mechanism of resistance to targeted therapy. Unfortunately, in the metastatic setting it is often not possible to examine the multiple lesions present in an individual to determine the presence and mechanism of acquired resistance during therapy. Circulating tumor DNA (ctDNA) can be used to analyze the genomic characteristics of tumors in a non-invasive manner [1]. We have previously reported that tumor-specific chromosomal changes can be detected in plasma from patients through integrated whole-genome analyses of cell-free DNA [1]. We have now applied whole-genome sequencing to analyze plasma ctDNA from a patient with chemotherapy-refractory colorectal cancer that had become resistant to EGFR-blockade with cetuximab. A total of 630 Gb of sequence data were obtained, corresponding to 145x sequence coverage of cell-free genomic DNA, and analyzed to identify sequence and structural alterations. These and other analyses revealed emergence of a Q61H mutation in KRAS as well as focal high-level (>9 fold) amplification and rearrangement of the MET locus that were not detected in pre-treatment tumor samples (Figure 1). Alterations in these genes have been reported in tumors with secondary resistance to EGFR-directed therapy and are consistent with clinical progression [2-5]. In addition to its role in resistance to targeted therapy, MET amplification has been shown to confer sensitivity to the tyrosine kinase inhibitor crizotinib and other inhibitors [6, 7], and may provide a new therapeutic target in patients with resistance to EGFR blockade. These results describe the first whole-genome analysis of ctDNA to identify genetic alterations associated with mechanisms of resistance to a targeted therapy. Our analyses suggest that genome-wide analyses of ctDNA can be used for discovery of tumor-specific alterations in the in the context of disease monitoring, detection of molecular resistance, and identification of new therapeutic targets.
Figure 1

Identification of MET amplification through analyses of plasma DNA

The amplification of each gene is indicated as fold copy gain, along with the genomic rearrangements detected through whole-genome analyses of cell-free DNA obtained from plasma. Rearrangements associated with focal copy number alterations, including amplification of MET, are highlighted in red.
  7 in total

1.  Emergence of KRAS mutations and acquired resistance to anti-EGFR therapy in colorectal cancer.

Authors:  Sandra Misale; Rona Yaeger; Sebastijan Hobor; Elisa Scala; Manickam Janakiraman; David Liska; Emanuele Valtorta; Roberta Schiavo; Michela Buscarino; Giulia Siravegna; Katia Bencardino; Andrea Cercek; Chin-Tung Chen; Silvio Veronese; Carlo Zanon; Andrea Sartore-Bianchi; Marcello Gambacorta; Margherita Gallicchio; Efsevia Vakiani; Valentina Boscaro; Enzo Medico; Martin Weiser; Salvatore Siena; Federica Di Nicolantonio; David Solit; Alberto Bardelli
Journal:  Nature       Date:  2012-06-28       Impact factor: 49.962

2.  Activity of crizotinib (PF02341066), a dual mesenchymal-epithelial transition (MET) and anaplastic lymphoma kinase (ALK) inhibitor, in a non-small cell lung cancer patient with de novo MET amplification.

Authors:  Sai-Hong Ignatius Ou; Eunice L Kwak; Christina Siwak-Tapp; Joni Dy; Kristin Bergethon; Jeffrey W Clark; D Ross Camidge; Benjamin J Solomon; Robert G Maki; Yung-Jue Bang; Dong-Wan Kim; James Christensen; Weiwei Tan; Keith D Wilner; Ravi Salgia; A John Iafrate
Journal:  J Thorac Oncol       Date:  2011-05       Impact factor: 15.609

3.  MET amplification leads to gefitinib resistance in lung cancer by activating ERBB3 signaling.

Authors:  Jeffrey A Engelman; Kreshnik Zejnullahu; Tetsuya Mitsudomi; Youngchul Song; Courtney Hyland; Joon Oh Park; Neal Lindeman; Christopher-Michael Gale; Xiaojun Zhao; James Christensen; Takayuki Kosaka; Alison J Holmes; Andrew M Rogers; Federico Cappuzzo; Tony Mok; Charles Lee; Bruce E Johnson; Lewis C Cantley; Pasi A Jänne
Journal:  Science       Date:  2007-04-26       Impact factor: 47.728

Review 4.  Drug development of MET inhibitors: targeting oncogene addiction and expedience.

Authors:  Paolo M Comoglio; Silvia Giordano; Livio Trusolino
Journal:  Nat Rev Drug Discov       Date:  2008-06       Impact factor: 84.694

5.  Amplification of the MET receptor drives resistance to anti-EGFR therapies in colorectal cancer.

Authors:  Alberto Bardelli; Simona Corso; Andrea Bertotti; Sebastijan Hobor; Emanuele Valtorta; Giulia Siravegna; Andrea Sartore-Bianchi; Elisa Scala; Andrea Cassingena; Davide Zecchin; Maria Apicella; Giorgia Migliardi; Francesco Galimi; Calogero Lauricella; Carlo Zanon; Timothy Perera; Silvio Veronese; Giorgio Corti; Alessio Amatu; Marcello Gambacorta; Luis A Diaz; Mark Sausen; Victor E Velculescu; Paolo Comoglio; Livio Trusolino; Federica Di Nicolantonio; Silvia Giordano; Salvatore Siena
Journal:  Cancer Discov       Date:  2013-06-02       Impact factor: 39.397

6.  Detection of chromosomal alterations in the circulation of cancer patients with whole-genome sequencing.

Authors:  Rebecca J Leary; Mark Sausen; Isaac Kinde; Nickolas Papadopoulos; John D Carpten; David Craig; Joyce O'Shaughnessy; Kenneth W Kinzler; Giovanni Parmigiani; Bert Vogelstein; Luis A Diaz; Victor E Velculescu
Journal:  Sci Transl Med       Date:  2012-11-28       Impact factor: 17.956

7.  The molecular evolution of acquired resistance to targeted EGFR blockade in colorectal cancers.

Authors:  Luis A Diaz; Richard T Williams; Jian Wu; Isaac Kinde; J Randolph Hecht; Jordan Berlin; Benjamin Allen; Ivana Bozic; Johannes G Reiter; Martin A Nowak; Kenneth W Kinzler; Kelly S Oliner; Bert Vogelstein
Journal:  Nature       Date:  2012-06-28       Impact factor: 49.962

  7 in total
  16 in total

Review 1.  Clinical Utility of Analyzing Circulating Tumor DNA in Patients with Metastatic Colorectal Cancer.

Authors:  Yoshiaki Nakamura; Takayuki Yoshino
Journal:  Oncologist       Date:  2018-04-26

Review 2.  Circulating Tumor DNA for Mutation Detection and Identification of Mechanisms of Resistance in Non-Small Cell Lung Cancer.

Authors:  Kay T Yeung; Soham More; Brian Woodward; Victor Velculescu; Hatim Husain
Journal:  Mol Diagn Ther       Date:  2017-08       Impact factor: 4.074

Review 3.  Targeting c-MET in gastrointestinal tumours: rationale, opportunities and challenges.

Authors:  Conor A Bradley; Manuel Salto-Tellez; Pierre Laurent-Puig; Alberto Bardelli; Christian Rolfo; Josep Tabernero; Hajrah A Khawaja; Mark Lawler; Patrick G Johnston; Sandra Van Schaeybroeck
Journal:  Nat Rev Clin Oncol       Date:  2017-04-04       Impact factor: 66.675

Review 4.  Integrating liquid biopsies into the management of cancer.

Authors:  Giulia Siravegna; Silvia Marsoni; Salvatore Siena; Alberto Bardelli
Journal:  Nat Rev Clin Oncol       Date:  2017-03-02       Impact factor: 66.675

5.  Detection of circulating tumor DNA in early- and late-stage human malignancies.

Authors:  Chetan Bettegowda; Mark Sausen; Rebecca J Leary; Isaac Kinde; Yuxuan Wang; Nishant Agrawal; Bjarne R Bartlett; Hao Wang; Brandon Luber; Rhoda M Alani; Emmanuel S Antonarakis; Nilofer S Azad; Alberto Bardelli; Henry Brem; John L Cameron; Clarence C Lee; Leslie A Fecher; Gary L Gallia; Peter Gibbs; Dung Le; Robert L Giuntoli; Michael Goggins; Michael D Hogarty; Matthias Holdhoff; Seung-Mo Hong; Yuchen Jiao; Hartmut H Juhl; Jenny J Kim; Giulia Siravegna; Daniel A Laheru; Calogero Lauricella; Michael Lim; Evan J Lipson; Suely Kazue Nagahashi Marie; George J Netto; Kelly S Oliner; Alessandro Olivi; Louise Olsson; Gregory J Riggins; Andrea Sartore-Bianchi; Kerstin Schmidt; le-Ming Shih; Sueli Mieko Oba-Shinjo; Salvatore Siena; Dan Theodorescu; Jeanne Tie; Timothy T Harkins; Silvio Veronese; Tian-Li Wang; Jon D Weingart; Christopher L Wolfgang; Laura D Wood; Dongmei Xing; Ralph H Hruban; Jian Wu; Peter J Allen; C Max Schmidt; Michael A Choti; Victor E Velculescu; Kenneth W Kinzler; Bert Vogelstein; Nickolas Papadopoulos; Luis A Diaz
Journal:  Sci Transl Med       Date:  2014-02-19       Impact factor: 17.956

Review 6.  Blood-based analyses of cancer: circulating tumor cells and circulating tumor DNA.

Authors:  Daniel A Haber; Victor E Velculescu
Journal:  Cancer Discov       Date:  2014-05-06       Impact factor: 39.397

Review 7.  Mutated circulating tumor DNA as a liquid biopsy in lung cancer detection and treatment.

Authors:  Martyna Filipska; Rafael Rosell
Journal:  Mol Oncol       Date:  2021-05-26       Impact factor: 6.603

8.  Circulating tumor DNA moves further into the spotlight.

Authors:  Mark Sausen; Sonya Parpart; Luis A Diaz
Journal:  Genome Med       Date:  2014-05-28       Impact factor: 11.117

Review 9.  Genotyping cell-free tumor DNA in the blood to detect residual disease and drug resistance.

Authors:  Giulia Siravegna; Alberto Bardelli
Journal:  Genome Biol       Date:  2014-08-30       Impact factor: 13.583

Review 10.  Harnessing cell-free DNA: plasma circulating tumour DNA for liquid biopsy in genitourinary cancers.

Authors:  Manuel Caitano Maia; Meghan Salgia; Sumanta K Pal
Journal:  Nat Rev Urol       Date:  2020-03-17       Impact factor: 14.432

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