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Yahya J, Baber M, Nabavizadeh N, Goodyear SM, Kardosh A. A Review of Circulating Tumor DNA as a Biomarker Guide for Total Neoadjuvant Therapy in Patients with Locally Advanced Rectal Cancer. J Gastrointest Cancer 2023; 54:1140-1150. [PMID: 36719559 PMCID: PMC10754735 DOI: 10.1007/s12029-022-00906-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/20/2022] [Indexed: 02/01/2023]
Abstract
PURPOSE Non-operative management of patients with locally advanced rectal cancer (LARC) is emerging as a popular approach for patients that have no evidence of disease following neoadjuvant therapy. However, high rates of local recurrence or distant metastases have highlighted the urgent need for robust biomarker strategies to aid clinical management of these patients. METHODS This review summarizes recent advances in the utility of cell-free (cf) and circulating tumor (ct) DNA as potential biomarkers to help guide individualized non-operative management strategies for LARC patients receiving neoadjuvant therapy. RESULTS Liquid biopsies and the detection of cfDNA/ctDNA is an emerging technology with the potential to provide a non-invasive approach to monitor disease response and improve the identification of patients with LARC that would best benefit from non-operative management. CONCLUSIONS Substantial work is still needed before cfDNA/ctDNA monitoring can be widely adopted in the clinical setting. Studies reviewed herein highlight several areas of opportunity for improving the effectiveness and utility of cfDNA/ctDNA for managing patients with LARC.
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Affiliation(s)
- Jehan Yahya
- Department of Radiation Medicine, Oregon Health & Science University (OHSU), Portland, OR, USA
| | - Miriam Baber
- University of Kansas School of Medicine-Wichita, Wichita, KS, USA
| | - Nima Nabavizadeh
- Department of Radiation Medicine, Oregon Health & Science University (OHSU), Portland, OR, USA
- Knight Cancer Institute, OHSU, Portland, OR, USA
| | - Shaun M Goodyear
- Knight Cancer Institute, OHSU, Portland, OR, USA
- Division of Hematology and Oncology, School of Medicine, OHSU, Portland, OR, USA
| | - Adel Kardosh
- Knight Cancer Institute, OHSU, Portland, OR, USA.
- Division of Hematology and Oncology, School of Medicine, OHSU, Portland, OR, USA.
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Rasola C, Laurent-Puig P, André T, Falcoz A, Lepage C, Aparicio T, Bouché O, Lievre A, Mineur L, Bennouna J, Louvet C, Bachet JB, Borg C, Vernerey D, Lonardi S, Taieb J. Time to recurrence and its relation to survival after recurrence in patients resected for stage III colon cancer. Eur J Cancer 2023; 194:113321. [PMID: 37797388 DOI: 10.1016/j.ejca.2023.113321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 08/22/2023] [Accepted: 08/26/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND It is intuitively thought that early relapse is associated with poor survival after recurrence (SAR) in resected colon cancer (CC) patients, but this has never been formally studied. METHODS We pooled data from stage III patients treated with oxaliplatin-based adjuvant therapy in two phase III trials, to analyse time to recurrence (TTR) and its relationship with SAR. TTR and SAR were also studied according to molecular status (mismatch repair (MMR), RAS, and BRAFV600E). Early relapsing patients were defined as patients having a TTR event within 12 months after starting adjuvant chemotherapy. RESULTS 4548 stage III CC patients were included in the present analysis. Deficient MMR (dMMR) CC patients experienced fewer recurrences than proficient (p)MMR CC patients (18.8% versus 27.6%) but had a significantly shorter median TTR (mTTR; 0.74 versus 1.40 years, p < 0.0001). In pMMR patients, BRAF and RAS mutations were also associated with earlier mTTR as compared to double wild-type (WT) patients (0.99 versus 1.38 versus 1.54 years, respectively, p < 0.0001). Early recurrence occurred in 397 patients and was associated with a median SAR (2.2 versus 3.3 years, p = 0.0007). However, this association was mainly due to pMMR/RAS and BRAFV600E mutated tumours and was not confirmed in dMMR and pMMR/double WT subgroups. CONCLUSION In resected stage III CC treated with standard oxaliplatin-based adjuvant therapy, TTR varies between dMMR, pMMR/RAS, or BRAFV600E mutated and pMMR/double WT tumours. In addition, early relapse is associated with poor survival, mainly due to patients resected for a pMMR/RAS or BRAFV600E mutated tumour.
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Affiliation(s)
- Cosimo Rasola
- Department of Gastroenterology and GI Oncology, Georges Pompidou European Hospital, SIRIC CARPEM, Université Paris-Cité, Paris, France; Department of Oncology, Veneto Institute of Oncology IRCCS, Padua, Italy; Medical Oncology 3, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Pierre Laurent-Puig
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Université de Paris Cité, team Personalized Medicine, Phamacogenomics and Therapeutic Optimization, Paris, France; Institut du Cancer Paris CARPEM, AP-HP,Centre Department of Gastroenterology and Digestive Oncology, Hôpital Européen Georges Pompidou, Paris, France
| | - Thierry André
- Sorbonne Université and Medical Oncology Department, Hôpital Saint-Antoine, Paris, France
| | - Antoine Falcoz
- University Hospital of Besançon, Methodology and Quality of Life Unit in Oncology, Besançon, France; INSERM, Établissement Français du Sang Bourgogne Franche-Comté, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - Come Lepage
- Gastroenterology and Digestive Oncology, Hôpital Universitaire Le Bocage, Dijon, France
| | - Thomas Aparicio
- Université Paris-Cité, Gastroenterology Department, Hôpital Saint Louis, APHP, Paris, France
| | | | - Astrid Lievre
- Digestive Unit, Hôpital Universitaire de Pontchaillou, Rennes, France
| | - Laurent Mineur
- Oncology Department, Clinique Sainte-Catherine, Avignon, France
| | - Jaafar Bennouna
- Department of Medical Oncology, Hôpital Foch, Suresnes, France
| | - Christophe Louvet
- Department of Medical Oncology, Institute Mutualiste Montsouris, Paris, France
| | - Jean Baptiste Bachet
- Sorbonne University, Hepatogastroenterology and Digestive Oncology Department, Pitié Salpêtrière hospital, APHP, Paris, France
| | - Christophe Borg
- Department of Medical Oncology, University Hospital of Besançon, France
| | - Dewi Vernerey
- University Hospital of Besançon, Methodology and Quality of Life Unit in Oncology, Besançon, France; INSERM, Établissement Français du Sang Bourgogne Franche-Comté, UMR1098, Interactions Hôte-Greffon-Tumeur/Ingénierie Cellulaire et Génique, Besançon, France
| | - Sara Lonardi
- Department of Oncology, Veneto Institute of Oncology IRCCS, Padua, Italy; Medical Oncology 3, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Julien Taieb
- Department of Gastroenterology and GI Oncology, Georges Pompidou European Hospital, SIRIC CARPEM, Université Paris-Cité, Paris, France.
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Little P, Jo H, Hoyle A, Mazul A, Zhao X, Salazar AH, Farquhar D, Sheth S, Masood M, Hayward MC, Parker JS, Hoadley KA, Zevallos J, Hayes DN. UNMASC: tumor-only variant calling with unmatched normal controls. NAR Cancer 2021; 3:zcab040. [PMID: 34632388 PMCID: PMC8494212 DOI: 10.1093/narcan/zcab040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 09/07/2021] [Accepted: 10/04/2021] [Indexed: 12/11/2022] Open
Abstract
Despite years of progress, mutation detection in cancer samples continues to require significant manual review as a final step. Expert review is particularly challenging in cases where tumors are sequenced without matched normal control DNA. Attempts have been made to call somatic point mutations without a matched normal sample by removing well-known germline variants, utilizing unmatched normal controls, and constructing decision rules to classify sequencing errors and private germline variants. With budgetary constraints related to computational and sequencing costs, finding the appropriate number of controls is a crucial step to identifying somatic variants. Our approach utilizes public databases for canonical somatic variants as well as germline variants and leverages information gathered about nearby positions in the normal controls. Drawing from our cohort of targeted capture panel sequencing of tumor and normal samples with varying tumortypes and demographics, these served as a benchmark for our tumor-only variant calling pipeline to observe the relationship between our ability to correctly classify variants against a number of unmatched normals. With our benchmarked samples, approximately ten normal controls were needed to maintain 94% sensitivity, 99% specificity and 76% positive predictive value, far outperforming comparable methods. Our approach, called UNMASC, also serves as a supplement to traditional tumor with matched normal variant calling workflows and can potentially extend to other concerns arising from analyzing next generation sequencing data.
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Affiliation(s)
- Paul Little
- Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA 98109, USA
| | - Heejoon Jo
- Center for Cancer Research, University of Tennessee Health Science Center, 19 South Manassas, Memphis, TN 38163, USA
| | - Alan Hoyle
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Angela Mazul
- Otolaryngology Head and Neck Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8115, St. Louis, MO 63110, USA
| | - Xiaobei Zhao
- Center for Cancer Research, University of Tennessee Health Science Center, 19 South Manassas, Memphis, TN 38163, USA
| | - Ashley H Salazar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Douglas Farquhar
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Siddharth Sheth
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Maheer Masood
- Otolaryngology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA
| | - Michele C Hayward
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, 101 Manning Drive Chapel Hill, NC 27514, USA
| | - Jose Zevallos
- Otolaryngology Head and Neck Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8115, St. Louis, MO 63110, USA
| | - D Neil Hayes
- Center for Cancer Research, University of Tennessee Health Science Center, 19 South Manassas, Memphis, TN 38163, USA
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