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Bravo AC, Morão B, Luz A, Dourado R, Oliveira B, Guedes A, Moreira-Barbosa C, Fidalgo C, Mascarenhas-Lemos L, Costa-Santos MP, Maio R, Paulino J, Viana Baptista P, Fernandes AR, Cravo M. Bringing Hope to Improve Treatment in Pancreatic Ductal Adenocarcinoma-A New Tool for Molecular Profiling of KRAS Mutations in Tumor and Plasma Samples. Cancers (Basel) 2024; 16:3544. [PMID: 39456638 PMCID: PMC11506488 DOI: 10.3390/cancers16203544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/10/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Pancreatic ductal adenocarcinoma (PDAC) incidence is rising, and prognosis remains poor due to late diagnosis and limited effective therapies. Currently, patients are treated based on TNM staging, without molecular tumor characterization. This study aimed to validate a technique that combines the amplification refractory mutation system (ARMS) with high-resolution melting analysis (HRMA) for detecting mutations in codon 12 of KRAS in tumor and plasma, and to assess its prognostic value. METHODS Prospective study including patients with newly diagnosed PDAC with tumor and plasma samples collected before treatment. Mutations in codon 12 of KRAS (G12D, G12V, G12C, and G12R) were detected using ARMS-HRMA and compared to Sanger sequencing (SS). Univariate and multivariate analyses were used to evaluate the prognostic significance of these mutations. RESULTS A total of 88 patients, 93% with ECOG-PS 0-1, 57% with resectable disease. ARMS-HRMA technique showed a higher sensitivity than SS, both in tumor and plasma (77% vs. 51%; 25 vs. 0%, respectively). The most frequent mutation was G12D (n = 32, 36%), followed by G12V (n = 22, 25%). On multivariate analysis, patients with G12D and/or G12C mutations, either in tumor or plasma, had lower PFS (HR 1.792, 95% CI 1.061-3.028, p = 0.029; HR 2.081, 95% CI 1.014-4.272, p = 0.046, respectively) and lower OS (HR 1.757, 95% CI 1.013-3.049, p = 0.045; HR 2.229, 95% CI 1.082-4.594, p = 0.030, respectively). CONCLUSIONS ARMS-HRMA is a rapid and cost-effective method for detecting KRAS mutations in PDAC patients, offering the potential for stratifying prognosis and guiding treatment decisions. The presence of G12D and G12C mutations in both tumor and plasma is associated with a poorer prognosis.
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Affiliation(s)
- Ana Catarina Bravo
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
| | - Bárbara Morão
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
| | - André Luz
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.L.); (R.D.); (B.O.); (P.V.B.); (A.R.F.)
- UCIBIO—Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal
| | - Rúben Dourado
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.L.); (R.D.); (B.O.); (P.V.B.); (A.R.F.)
- UCIBIO—Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal
| | - Beatriz Oliveira
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.L.); (R.D.); (B.O.); (P.V.B.); (A.R.F.)
- UCIBIO—Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal
| | - Ana Guedes
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
- Hospital da Luz Learning Health, Luz Saúde, 1500-650 Lisboa, Portugal
| | - Catarina Moreira-Barbosa
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
- Hospital da Luz Learning Health, Luz Saúde, 1500-650 Lisboa, Portugal
| | - Catarina Fidalgo
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
- Hospital da Luz, 1500-650 Lisboa, Portugal; (L.M.-L.); (J.P.)
| | - Luís Mascarenhas-Lemos
- Hospital da Luz, 1500-650 Lisboa, Portugal; (L.M.-L.); (J.P.)
- NOVA Medical School, 1169-056 Lisboa, Portugal
- Catolica Medical School, 1649-023 Lisboa, Portugal
| | | | - Rui Maio
- Hospital Beatriz Ângelo, 2674-514 Loures, Portugal; (A.C.B.); (B.M.); (A.G.); (C.M.-B.); (C.F.); (R.M.)
- Hospital da Luz, 1500-650 Lisboa, Portugal; (L.M.-L.); (J.P.)
- NOVA Medical School, 1169-056 Lisboa, Portugal
| | - Jorge Paulino
- Hospital da Luz, 1500-650 Lisboa, Portugal; (L.M.-L.); (J.P.)
- NOVA Medical School, 1169-056 Lisboa, Portugal
| | - Pedro Viana Baptista
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.L.); (R.D.); (B.O.); (P.V.B.); (A.R.F.)
- UCIBIO—Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal
| | - Alexandra R. Fernandes
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal; (A.L.); (R.D.); (B.O.); (P.V.B.); (A.R.F.)
- UCIBIO—Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, NOVA University Lisbon, 2829-516 Caparica, Portugal
| | - Marília Cravo
- Hospital da Luz, 1500-650 Lisboa, Portugal; (L.M.-L.); (J.P.)
- Lisbon School of Medicine, Universidade de Lisboa, 1649-028 Lisboa, Portugal
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Motobayashi H, Kitahata Y, Okada KI, Miyazawa M, Ueno M, Hayami S, Miyamoto A, Shimizu A, Sato M, Yoshimura T, Nakamura Y, Takemoto N, Nakai T, Hyo T, Matsumoto K, Yamaue H, Kawai M. Short-term serial circulating tumor DNA assessment predicts therapeutic efficacy for patients with advanced pancreatic cancer. J Cancer Res Clin Oncol 2024; 150:35. [PMID: 38277079 PMCID: PMC10817839 DOI: 10.1007/s00432-023-05594-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/22/2023] [Indexed: 01/27/2024]
Abstract
PURPOSE We investigated the potential clinical utility of short-term serial KRAS-mutated circulating cell-free tumor DNA (ctDNA) assessment for predicting therapeutic response in patients undergoing first-line chemotherapy for advanced pancreatic cancer. METHODS We collected 144 blood samples from 18 patients with locally advanced or metastatic cancer that were undergoing initial first-line chemotherapy of gemcitabine plus nab-paclitaxel (GEM plus nab-PTX). Analysis of KRAS-mutated ctDNA was quantified by digital droplet polymerase chain reaction (ddPCR) as mutant allele frequency (MAF). This study investigated pretreatment KRAS-mutated ctDNA status and ctDNA kinetics every few days (days 1, 3, 5 and 7) after initiation of chemotherapy and their potential as predictive indicators. RESULTS Of the 18 enrolled patients, an increase in KRAS-mutated ctDNA MAF values from day 0-7 after initiation of chemotherapy was significantly associated with disease progression (P < 0.001). Meanwhile, positive pretreatment ctDNA status (MAF ≥ 0.02%) (P = 0.585) and carbohydrate antigen 19-9 (CA19-9) values above the median (P = 0.266) were not associated with disease progression. In univariate analysis, this short-term increase in ctDNA MAF values (day 0-7) was found to be associated with significantly shorter progression free survival (PFS) (hazard ration [HR], 24.234; range, (2.761-212.686); P = 0.0002). CONCLUSION This short-term ctDNA kinetics assessment may provide predictive information to reflect real-time therapeutic response and lead to effective refinement of regimen in patients with advanced pancreatic cancer undergoing systemic chemotherapy.
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Affiliation(s)
- Hideki Motobayashi
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Yuji Kitahata
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan.
| | - Ken-Ichi Okada
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Motoki Miyazawa
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Masaki Ueno
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Shinya Hayami
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Atsushi Miyamoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Atsushi Shimizu
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Masatoshi Sato
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Tomohiro Yoshimura
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Yuki Nakamura
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Norio Takemoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Tomoki Nakai
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Takahiko Hyo
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Kyohei Matsumoto
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
| | - Hiroki Yamaue
- Department of Cancer Immunology, Wakayama Medical University, Wakayama, Japan
| | - Manabu Kawai
- Second Department of Surgery, School of Medicine, Wakayama Medical University, 811-1 Kimiidera, Wakayama, 641-8510, Japan
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Iliesiu A, Toma RV, Ciongariu AM, Costea R, Zarnescu N, Bîlteanu L. A pancreatic adenocarcinoma mimicking hepatoid carcinoma of uncertain histogenesis: A case report and literature review. Oncol Lett 2023; 26:442. [PMID: 37720666 PMCID: PMC10502951 DOI: 10.3892/ol.2023.14029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 06/19/2023] [Indexed: 09/19/2023] Open
Abstract
In rare cases, metastatic adenocarcinomas of different origin may exhibit the features of hepatoid carcinoma (HC), a rare malignant epithelial tumor, most commonly occurring in the ovaries and stomach, as well as in the pancreas and biliary ducts. A case of a 72-year-old female patient who developed a highly aggressive, poorly differentiated pancreatic ductal adenocarcinoma with peritoneal carcinomatosis, demonstrating hepatoid differentiation upon conventional hematoxylin and eosin staining is reported in the present study. The patient presented with severe abdominal pain, and the radiological investigations performed revealed ovarian and hepatic tumor masses and peritoneal lesions, which were surgically removed. The gross examination of the peritoneum and omentum revealed multiple solid, firm, grey-white nodules, diffusely infiltrating the adipose tissue. The microscopic examination revealed a malignant epithelial proliferation, composed of polygonal cells with abundant eosinophilic cytoplasm and irregular, pleomorphic nuclei. Certain cells presented with intracytoplasmic mucus inclusions, raising suspicion of a HC with an uncertain histogenesis. Immunohistochemical staining was performed, and the tumor cells were found to be positive for cytokeratin (CK)7, CK18 and mucin 5AC, whereas negative staining for CK20, caudal-type homeobox transcription factor 2, α-fetoprotein, paired box gene 8, GATA-binding protein 3 and Wilms tumor 1 were documented. Thus, the diagnosis of metastatic pancreatic adenocarcinoma was established. The main aim of the present study was to provide further knowledge concerning poorly differentiated metastatic adenocarcinoma resembling HC, emphasizing the histopathological and immunohistochemical features of these malignant lesions and raising awareness of the diagnostic difficulties that may arise, as well as the importance of the use immunohistochemistry in differentiating carcinomas of uncertain histogenesis.
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Affiliation(s)
- Andreea Iliesiu
- Department of Pathology, University Emergency Hospital of Bucharest, Bucharest 014461, Romania
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
| | - Radu-Valeriu Toma
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Oncological Institute ‘Alexandru Trestioreanu’, Bucharest 022328, Romania
| | - Ana Maria Ciongariu
- Department of Pathology, University Emergency Hospital of Bucharest, Bucharest 014461, Romania
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
| | - Radu Costea
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Second Department of Surgery, University Emergency Hospital of Bucharest, Bucharest 050098, Romania
| | - Narcis Zarnescu
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Second Department of Surgery, University Emergency Hospital of Bucharest, Bucharest 050098, Romania
| | - Liviu Bîlteanu
- Oncological Institute ‘Alexandru Trestioreanu’, Bucharest 022328, Romania
- Department of Preclinical Sciences, Faculty of Veterinary Medicine, University of Agronomic Sciences and Veterinary Medicine, Bucharest 050097, Romania
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4
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Hawkins WG, Hammill CW, Ballentine SJ. How Biomarkers of Response to Chemotherapy Might Change Patient Management. Ann Surg Oncol 2023; 30:658-659. [PMID: 36422723 DOI: 10.1245/s10434-022-12707-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/11/2022] [Indexed: 11/25/2022]
Affiliation(s)
- William G Hawkins
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA.
| | - Chet W Hammill
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Samuel J Ballentine
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
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5
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Biomarkers in Liquid Biopsies for Prediction of Early Liver Metastases in Pancreatic Cancer. Cancers (Basel) 2022; 14:cancers14194605. [PMID: 36230528 PMCID: PMC9562670 DOI: 10.3390/cancers14194605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/09/2022] [Accepted: 09/21/2022] [Indexed: 11/21/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive solid malignancies with poor survival rates. Only 20% of the patients are eligible for R0-surgical resection, presenting with early relapses, mainly in the liver. PDAC patients with hepatic metastases have a worse outcome compared to patients with metastases at other sites. Early detection of hepatic spread bears the potential to improve patient outcomes. Thus, this study sought for serum-based perioperative biomarkers allowing discrimination of early (EHMS ≤ 12 months) and late hepatic metastatic spread (LHMS > 12 months). Serum samples from 83 resectable PDAC patients were divided into EHMS and LHMS and analyzed for levels of inflammatory mediators by LEGENDplexTM, which was validated and extended by Olink® analysis. CA19-9 serum levels served as control. Results were correlated with clinicopathological data. While serum CA19-9 levels were comparable, Olink® analysis confirmed distinct differences between both groups. It revealed significantly elevated levels of factors involved in chemotaxis and migration of immune cells, immune activity, and cell growth in serum of LHMS-patients. Overall, Olink® analysis identified a comprehensive biomarker panel in serum of PDAC patients that could provide the basis for predicting LHMS. However, further studies with larger cohorts are required for its clinical translation.
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Botrus G, Uson Junior PLS, Raman P, Kaufman AE, Kosiorek H, Yin J, Fu Y, Majeed U, Sonbol MB, Ahn DH, Chang IW, Drusbosky LM, Dada H, Starr J, Borad M, Mody K, Bekaii-Saab TS. Circulating Cell-Free Tumor DNA in Advanced Pancreatic Adenocarcinoma Identifies Patients With Worse Overall Survival. Front Oncol 2022; 11:794009. [PMID: 35083150 PMCID: PMC8784799 DOI: 10.3389/fonc.2021.794009] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 12/20/2021] [Indexed: 12/24/2022] Open
Abstract
Background Plasma-based circulating cell-free tumor DNA (ctDNA) genomic profiling by next-generation sequencing (NGS)is an emerging diagnostic tool for pancreatic cancer (PC). The impact of detected genomic alterations and variant allele fraction (VAF) in tumor response to systemic treatments and outcomes is under investigation. Methods Patients with advanced PC who had ctDNA profiled at time of initial diagnosis were retrospectively evaluated. We considered the somatic alteration with the highest VAF as the dominant clone allele frequency (DCAF). ctDNA NGS results were related to clinical demographics, progression-free survival (PFS) and overall survival (OS). Results A total of 104 patients were evaluated. Somatic alterations were detected in 84.6% of the patients. Patients with ≥ 2 detectable genomic alterations had worse median PFS (p < 0.001) and worse median OS (p = 0.001). KRAS was associated with disease progression to systemic treatments (80.4% vs 19.6%, p = 0.006), worse median PFS (p < 0.001) and worse median OS (p = 0.002). TP53 was associated with worse median PFS (p = 0.02) and worse median OS (p = 0.001). The median DCAF was 0.45% (range 0-55%). DCAF >0.45% was associated with worse median PFS (p<0.0001) and median OS (p=0.0003). Patients that achieved clearance of KRAS had better PFS (p=0.047), while patients that achieved clearance of TP53 had better PFS (p=0.0056) and OS (p=0.037). Conclusions Initial detection of ctDNA in advanced PC can identify somatic alterations that may help predict clinical outcomes. The dynamics of ctDNA are prognostic of outcomes and should be evaluated in prospective studies.
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Affiliation(s)
- Gehan Botrus
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Pedro Luiz Serrano Uson Junior
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States.,Center for Personalized Medicine, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | - Puneet Raman
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Adrienne E Kaufman
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Heidi Kosiorek
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Jun Yin
- Division of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Yu Fu
- Guardant Health, Inc., Redwood City, CA, United States
| | - Umair Majeed
- Division of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Mohamad Bassam Sonbol
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Daniel H Ahn
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | - Isabela W Chang
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
| | | | - Hiba Dada
- Guardant Health, Inc., Redwood City, CA, United States
| | - Jason Starr
- Division of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Mitesh Borad
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States.,Center of individualized Medicine, Mayo Clinic, Rochester, MN, United States.,Mayo Clinic Cancer Center, Phoenix, AZ, United States
| | - Kabir Mody
- Division of Oncology, Mayo Clinic, Jacksonville, FL, United States
| | - Tanios S Bekaii-Saab
- Division of Hematology and Oncology, Department of Medicine, Mayo Clinic, Scottsdale, AZ, United States
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