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Pitfalls and Rewards of Setting Up a Liquid Biopsy Approach for the Detection of Driver Mutations in Circulating Tumor DNAs: Our Institutional Experience. J Pers Med 2022; 12:jpm12111845. [PMID: 36579573 PMCID: PMC9692455 DOI: 10.3390/jpm12111845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 10/30/2022] [Accepted: 11/01/2022] [Indexed: 11/10/2022] Open
Abstract
We describe our institutional experience of developing a liquid biopsy approach using circulating tumor DNA (ctDNA) analysis for personalized medicine in cancer patients, focusing on the hurdles encountered during the multistep process in order to benefit other investigators wishing to set up this type of study in their institution. Blood samples were collected at the time of cancer surgery from 209 patients with one of nine different cancer types. Extracted tumor DNA and circulating cell-free DNA were sequenced using cancer-specific panels and the Illumina MiSeq machine. Almost half of the pairs investigated were uninformative, mostly because there was no trackable pathogenic mutation detected in the original tumor. The pairs with interpretable data corresponded to 107 patients. Analysis of 48 gene sequences common to both panels was performed and revealed that about 40% of these pairs contained at least one driver mutation detected in the DNA extracted from plasma. Here, we describe the choice of our overall approach, the selection of the cancer panels, and the difficulties encountered during the multistep process, including the use of several tumor types and in the data analysis. We also describe some case reports using longitudinal samples, illustrating the potential advantages and rewards in performing ctDNA sequencing to monitor tumor burden or guide treatment for cancer patients.
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Mukherji R, Yin C, Hameed R, Alqahtani AZ, Kulasekaran M, He AR, Weinberg BA, Marshall JL, Hartley ML, Noel MS. The current state of molecular profiling in gastrointestinal malignancies. Biol Direct 2022; 17:15. [PMID: 35668531 PMCID: PMC9172079 DOI: 10.1186/s13062-022-00322-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 02/19/2022] [Indexed: 11/10/2022] Open
Abstract
This is a review of the current state of molecular profiling in gastrointestinal (GI) cancers and what to expect from this evolving field in the future. Individualized medicine is moving from broad panel testing of numerous genes or gene products in tumor biopsy samples, identifying biomarkers of prognosis and treatment response, to relatively noninvasive liquid biopsy assays, building on what we have learned in our tumor analysis and growing into its own evolving predictive and prognostic subspecialty. Hence, the field of GI precision oncology is exploding, and this review endeavors to summarize where we are now in preparation for the journey ahead.
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Affiliation(s)
- Reetu Mukherji
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Chao Yin
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Rumaisa Hameed
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Ali Z Alqahtani
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Monika Kulasekaran
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Aiwu R He
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Benjamin A Weinberg
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - John L Marshall
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Marion L Hartley
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA
| | - Marcus S Noel
- The Ruesch Center for the Cure of GI Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA. .,MedStar Georgetown University Hospital, 3800 Reservoir Rd. NW, Washington, DC, 20007, USA.
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Pandey R, Johnson N, Cooke L, Johnson B, Chen Y, Pandey M, Chandler J, Mahadevan D. TP53 Mutations as a Driver of Metastasis Signaling in Advanced Cancer Patients. Cancers (Basel) 2021; 13:597. [PMID: 33546249 PMCID: PMC7913278 DOI: 10.3390/cancers13040597] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/26/2021] [Accepted: 01/28/2021] [Indexed: 11/16/2022] Open
Abstract
Molecular profiling with next generation sequencing (NGS) delivers key information on mutant gene sequences, copy number alterations, gene-fusions, and with immunohistochemistry (IHC), is a valuable tool in clinical decision making for patients entering investigational agent trials. Our objective was to elucidate mutational profiles from primary versus metastatic sites from advanced cancer patients to guide rational therapy. All phase I patients (n = 203) with advanced cancer were profiled by commercially available NGS platforms. The samples were annotated by histology, primary and metastatic site, biopsy site, gene mutations, mutation count/gene, and mutant TP53. A molecular profile of each patient was categorized into common and unique mutations, signaling pathways for each profile and TP53 mutations mapped to 3D-structure of p53 bound to DNA and pre/post therapy molecular response. Of the 171 patients analyzed, 145 had genetic alterations from primary and metastatic sites. The predominant histology was adenocarcinoma followed by squamous cell carcinoma, carcinoma of unknown primary site (CUPS), and melanoma. Of 790 unique mutations, TP53 is the most common followed by APC, KRAS, PIK3CA, ATM, PTEN, NOTCH1, BRCA2, BRAF, KMT2D, LRP1B, and CDKN2A. TP53 was found in most metastatic sites and appears to be a key driver of acquired drug resistance. We highlight examples of acquired mutational profiles pre-/post- targeted therapy in multiple tumor types with a menu of potential targeted agents. Conclusion: The mutational profiling of primary and metastatic lesions in cancer patients provides an opportunity to identify TP53 driver 'pathways' that may predict for drug sensitivity/resistance and guide rational drug combinations in clinical trials.
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Affiliation(s)
- Ritu Pandey
- Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (L.C.); (Y.C.)
- Department of Cellular and Molecular Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Nathan Johnson
- School of Medicine, Vanderbilt University, Nashville, TN 37325, USA;
| | - Laurence Cooke
- Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (L.C.); (Y.C.)
| | | | - Yuliang Chen
- Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (L.C.); (Y.C.)
| | - Manjari Pandey
- West Cancer Center, 7945 Wolf River Blvd, Germantown, TN 38138, USA; (M.P.); (J.C.)
| | - Jason Chandler
- West Cancer Center, 7945 Wolf River Blvd, Germantown, TN 38138, USA; (M.P.); (J.C.)
| | - Daruka Mahadevan
- Mays Cancer Center, University of Texas Health San Antonio, San Antonio, TX 78229, USA
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Chandana SR, Babiker HM, Mahadevan D. Clinical complexity of utilizing FGFR inhibitors in cancer therapeutics. Expert Opin Investig Drugs 2020; 29:1413-1429. [PMID: 33074030 DOI: 10.1080/13543784.2020.1838484] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Fibroblast growth factor receptors (FGFR 1-4) are a highly conserved family of receptor tyrosine kinases, involved in several physiological processes. Genetic aberrations of FGFRs and their ligands, fibroblast growth factors (FGFs) are involved in several pathological processes including cancer. The FGF-FGFR axis has emerged as a treatment target in oncology. Because these aberrations drive cancer progression, the development of FGFR targeted therapies have been accelerated. AREAS COVERED In this comprehensive review, we evaluate molecular pathology and targeted therapies to FGFRs. We reviewed the evidence for safety and efficacy from preclinical and clinical studies (phase I-III) of FGFR targeted therapies. We also discuss potential challenges in bringing these targeted therapies from bench to bedside and the potential opportunities. EXPERT OPINION Despite the challenges of the clinical development of FGFR targeted therapies, two FGFR small-molecule inhibitors, namely Erdafitinib and Pemigatinib, are FDA approved for urothelial cancer and cholangiocarcinoma, respectively. Understanding and detection of FGFR genomic aberrations, protein overexpression and the development of isoform-specific inhibitors are factors in the clinical success of these therapies. An enhanced understanding of patient selection based on a gene signatures or biomarkers is key to success of FGFR targeted therapies.
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Affiliation(s)
- Sreenivasa R Chandana
- Phase I Program, START Midwest , Grand Rapids, MI, USA.,Department of Medical Oncology, Cancer and Hematology Centers of Western Michigan , Grand Rapids, MI, USA.,Department of Medicine, College of Human Medicine, Michigan State University , East Lansing, MI, USA
| | - Hani M Babiker
- Early Phase Clinical Trials Program, University of Arizona Cancer Center , Tucson, AZ, USA
| | - Daruka Mahadevan
- Early Phase Clinical Trials Program, University of Arizona Cancer Center , Tucson, AZ, USA.,Division of Hematology-Oncology, Mays Cancer Center, University of Texas Health San Antonio , San Antonio, TX, USA
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Sprissler R, Perkins B, Johnstone L, Babiker HM, Chalasani P, Lau B, Hammer M, Mahadevan D. Rare Tumor-Normal Matched Whole Exome Sequencing Identifies Novel Genomic Pathogenic Germline and Somatic Aberrations. Cancers (Basel) 2020; 12:E1618. [PMID: 32570879 PMCID: PMC7352311 DOI: 10.3390/cancers12061618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 06/05/2020] [Accepted: 06/09/2020] [Indexed: 12/26/2022] Open
Abstract
Whole exome sequencing (WES) of matched tumor-normal pairs in rare tumors has the potential to identify genome-wide mutations and copy number alterations (CNAs). We evaluated 27 rare cancer patients with tumor-normal matching by WES and tumor-only next generation sequencing (NGS) as a comparator. Our goal was to: 1) identify known and novel variants and CNAs in rare cancers with comparison to common cancers; 2) examine differences between germline and somatic variants and how that functionally impacts rare tumors; 3) detect and characterize alleles in biologically relevant genes-pathways that may be of clinical importance but not represented in classical cancer genes. We identified 3343 germline single nucleotide variants (SNVs) and small indel variants-1670 in oncogenes and 1673 in tumor suppressor genes-generating an average of 124 germline variants/case. The number of somatic SNVs and small indels detected in all cases was 523:306 in oncogenes and 217 in tumor suppressor genes. Of the germline variants, six were identified to be pathogenic or likely pathogenic. In the 27 analyzed rare cancer cases, CNAs are variable depending on tumor type, germline pathogenic variants are more common. Cell fate pathway mutations (e.g., Hippo, Notch, Wnt) dominate pathogenesis and double hit (mutation + CNV) represent ~18% cases.
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Affiliation(s)
- Ryan Sprissler
- Department of Health Sciences, Center for Applied Genetics and Genomic Medicine, University of Arizona, Tucson, AZ 85721, USA;
- Arizona Research Labs, University of Arizona Genetics Core, University of Arizona, Tucson, AZ 85721, USA; (L.J.); (B.L.)
| | - Bryce Perkins
- Department of Medicine, Division of Hematology and Oncology, University of Arizona Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (B.P.); (H.M.B.); (P.C.)
| | - Laurel Johnstone
- Arizona Research Labs, University of Arizona Genetics Core, University of Arizona, Tucson, AZ 85721, USA; (L.J.); (B.L.)
| | - Hani M. Babiker
- Department of Medicine, Division of Hematology and Oncology, University of Arizona Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (B.P.); (H.M.B.); (P.C.)
- Department of Medicine—Hematology/Oncology, University of Texas Health San Antonio, Mays Cancer Center, San Antonio, TX 78229, USA
| | - Pavani Chalasani
- Department of Medicine, Division of Hematology and Oncology, University of Arizona Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (B.P.); (H.M.B.); (P.C.)
- Department of Medicine—Hematology/Oncology, University of Texas Health San Antonio, Mays Cancer Center, San Antonio, TX 78229, USA
| | - Branden Lau
- Arizona Research Labs, University of Arizona Genetics Core, University of Arizona, Tucson, AZ 85721, USA; (L.J.); (B.L.)
| | - Michael Hammer
- Department of Health Sciences, Center for Applied Genetics and Genomic Medicine, University of Arizona, Tucson, AZ 85721, USA;
- Arizona Research Labs, University of Arizona Genetics Core, University of Arizona, Tucson, AZ 85721, USA; (L.J.); (B.L.)
- Department of Medicine, Division of Hematology and Oncology, University of Arizona Cancer Center, University of Arizona, Tucson, AZ 85724, USA; (B.P.); (H.M.B.); (P.C.)
| | - Daruka Mahadevan
- Department of Medicine—Hematology/Oncology, University of Texas Health San Antonio, Mays Cancer Center, San Antonio, TX 78229, USA
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