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Muquith M, Espinoza M, Elliott A, Xiu J, Seeber A, El-Deiry W, Antonarakis ES, Graff SL, Hall MJ, Borghaei H, Hoon DSB, Liu SV, Ma PC, McKay RR, Wise-Draper T, Marshall J, Sledge GW, Spetzler D, Zhu H, Hsiehchen D. Tissue-specific thresholds of mutation burden associated with anti-PD-1/L1 therapy benefit and prognosis in microsatellite-stable cancers. Nat Cancer 2024:10.1038/s43018-024-00752-x. [PMID: 38528112 DOI: 10.1038/s43018-024-00752-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 02/28/2024] [Indexed: 03/27/2024]
Abstract
Immune checkpoint inhibitors (ICIs) targeting programmed cell death protein 1 or its ligand (PD-1/L1) have expanded the treatment landscape against cancers but are effective in only a subset of patients. Tumor mutation burden (TMB) is postulated to be a generic determinant of ICI-dependent tumor rejection. Here we describe the association between TMB and survival outcomes among microsatellite-stable cancers in a real-world clinicogenomic cohort consisting of 70,698 patients distributed across 27 histologies. TMB was associated with survival benefit or detriment depending on tissue and treatment context, with eight cancer types demonstrating a specific association between TMB and improved outcomes upon treatment with anti-PD-1/L1 therapies. Survival benefits were noted over a broad range of TMB cutoffs across cancer types, and a dose-dependent relationship between TMB and outcomes was observed in a subset of cancers. These results have implications for the use of cancer-agnostic and universal TMB cutoffs to guide the use of anti-PD-1/L1 therapies, and they underline the importance of tissue context in the development of ICI biomarkers.
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Affiliation(s)
- Maishara Muquith
- Division of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Magdalena Espinoza
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | | | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Wafik El-Deiry
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Emmanuel S Antonarakis
- Division of Hematology, Oncology and Transplantation, Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Stephanie L Graff
- Lifespan Cancer Institute, Legorreta Cancer Center, Brown University, Providence, RI, USA
| | - Michael J Hall
- Department of Clinical Genetics, Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA
| | - Hossein Borghaei
- Department of Hematology-Oncology, Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA
| | - Dave S B Hoon
- Department of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA
| | - Stephen V Liu
- Division of Hematology and Oncology, Georgetown University, Washington, DC, USA
| | | | - Rana R McKay
- Moores Cancer Center, University of California San Diego Health, La Jolla, CA, USA
| | - Trisha Wise-Draper
- Division of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - John Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | | | | | - Hao Zhu
- Division of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - David Hsiehchen
- Division of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.
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2
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Lou E, Xiu J, Baca Y, Saeed A, Prakash A, Gholami S, Subramanian S, Starr TK, Fontana E, Pandey R, Lenz HJ, Shields AF, Nabhan C, Oberley M, Seeber A, El-Deiry W. Differential landscape of immune evasion in oncogenic RAS-driven primary and metastatic colorectal cancers. Mol Ther Oncol 2024; 32:200786. [PMID: 38596288 PMCID: PMC10963927 DOI: 10.1016/j.omton.2024.200786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 02/26/2024] [Accepted: 02/26/2024] [Indexed: 04/11/2024]
Abstract
Oncogenic drivers such as KRAS extensively modulate the tumor inflammatory microenvironment (TIME) of colorectal cancer (CRC). The influence of KRAS on modulating immune cell composition remains unclear. The objective of this study was to identify signatures of infiltrative immune cells and distinctive patterns that differ between RAS wild-type (WT) and oncogenic mutant (MT) CRC that explain immune evasion in MT tumors. A total of 7,801 CRC specimens were analyzed using next-generation DNA sequencing, whole-exome sequencing, and/or whole transcriptome sequencing. Deficiency of mismatch repair (dMMR)/microsatellite instability (MSI) and tumor mutation burden (TMB) were also assessed. KRAS mutations were present in 48% of CRC, similarly distributed in patients younger than vs. 50 years and older. In microsatellite stable (MSS) KRAS MT tumors, composition of the TIME included higher neutrophil infiltration and lower infiltration of B cells. MSI-H/dMMR was significantly more prevalent in RAS WT (9.1%) than in KRAS MT (2.9%) CRC. In MSS CRC, TMB-high cases were significantly higher in RAS MT (3.1%) than in RAS WT (2.1%) tumors. KRAS and NRAS mutations are associated with increased neutrophil infiltration, with codon-specific differences. These results demonstrate significant differences in the TIME of RAS mutant CRC that match previous reports of immunoevasive characteristics of such tumors.
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Affiliation(s)
- Emil Lou
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | | | | | - Anwaar Saeed
- University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Ajay Prakash
- Division of Hematology, Oncology, and Transplantation, Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | | | | | - Timothy K. Starr
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Minnesota, Minneapolis, MN, USA
| | - Elisa Fontana
- Drug Development Unit, Sarah Cannon Research Institute UK, Marylebone, London, UK
| | - Ritu Pandey
- Arizona Cancer Center, Department of Cellular and Molecular Medicine, University of Arizona, Tucson, AZ, USA
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Anthony F. Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Wafik El-Deiry
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Legorreta Cancer Center, Brown University, Providence, RI, USA
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3
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Khushman MM, Toboni MD, Xiu J, Manne U, Farrell A, Lou E, Shields AF, Philip PA, Salem ME, Abraham J, Spetzler D, Marshall J, Jayachandran P, Hall MJ, Lenz HJ, Sahin IH, Seeber A, Powell MA. Differential responses to immune checkpoint inhibitors are governed by diverse mismatch repair gene alterations. Clin Cancer Res 2024:734268. [PMID: 38350001 DOI: 10.1158/1078-0432.ccr-23-3004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/23/2023] [Accepted: 02/09/2024] [Indexed: 02/15/2024]
Abstract
PURPOSE The response to immune checkpoint inhibitors (ICIs) in deficient mismatch repair (dMMR) colorectal cancer (CRC) and endometrial cancer (EC) is variable. Here, we explored the differential response to ICIs according to different MMR alterations. EXPERIMENTAL DESIGN CRC (N=13701) and EC (N=3315) specimens were tested at Caris Life Sciences. Median overall survival (mOS) was estimated using Kaplan-Meier. The prediction of high, intermediate and low affinity epitopes by tumor mutation burden (TMB) values was conducted using R-squared (R2) Results: Compared to mutL (MLH1 and PMS2) co-loss, the mOS was longer in mutS (MSH2 and MSH6) co-loss in all CRC (54.6m vs. 36m; p=0.0.025) and EC (81.5m vs. 48.2m; p<0.001) patients. In ICIs-treated patients, the mOS was longer in mutS co-loss in CRC (not reached (NR) vs. 36m; p=0.011). In EC, the mOS was NR vs. 42.2m; p=0.711). The neoantigen load (NAL) in mutS co-loss compared to mutL co-loss was higher in CRC (high-affinity epitopes: 25.5 vs 19; q=0.017, intermediate: 39 vs. 32; q=0.004, low: 87.5 vs. 73; q<0.001) and EC (high-affinity epitopes: 15 vs. 11; q=0.002, intermediate: 27.5 vs. 19; q<0.001, low: 59 vs. 41; q<0.001) respectively. R2 ranged from 0.25 in mutS co-loss CRC to 0.95 in mutL co-loss EC. CONCLUSIONS Patients with mutS co-loss experienced longer mOS in CRC and EC and better response to ICIs in CRC. Among all explored biomarkers, NAL was higher in mutS co-loss and may be a potential driving factor for the observed better outcomes. TMB did not reliably predict NAL.
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Affiliation(s)
| | - Michael D Toboni
- The University of Alabama at Birmingham, Birmingham, Alabama, United States
| | - Joanne Xiu
- Caris Life Sciences (United States), Phoenix, AZ, United States
| | - Upender Manne
- University of Alabama at Birmingham, BIRMINGHAM, Alabama, United States
| | - Alex Farrell
- Caris Life Sciences (United States), United States
| | - Emil Lou
- University of Minnesota, Minneapolis, MN, United States
| | | | - Philip A Philip
- Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, mi, United States
| | | | - Jim Abraham
- Caris Life Sciences (United States), Dallas, TX, United States
| | - David Spetzler
- Caris Life Sciences (United States), Phoenix, Az, United States
| | - John Marshall
- Georgetown University, Washington, DC, United States
| | | | - Michael J Hall
- Fox Chase Cancer Center, Philadelphia, PA, United States
| | - Heinz-Josef Lenz
- University of Southern California, Los Angeles, CA, United States
| | | | - Andreas Seeber
- Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Matthew A Powell
- Washington University in St. Louis School of Medicine, St. Louis, MO, United States
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4
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Battaglin F, Baca Y, Millstein J, Yang Y, Xiu J, Arai H, Wang J, Ou FS, Innocenti F, Mumenthaler SM, Jayachandran P, Kawanishi N, Lenz A, Soni S, Algaze S, Zhang W, Khoukaz T, Roussos Torres E, Seeber A, Abraham JP, Lou E, Philip PA, Weinberg BA, Shields AF, Goldberg RM, Marshall JL, Venook AP, Korn WM, Lenz HJ. CCR5 and CCL5 gene expression in colorectal cancer: comprehensive profiling and clinical value. J Immunother Cancer 2024; 12:e007939. [PMID: 38212126 PMCID: PMC10806545 DOI: 10.1136/jitc-2023-007939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 01/13/2024] Open
Abstract
BACKGROUND The C-C motif chemokine receptor 5 (CCR5)/C-C motif chemokine ligand 5 (CCL5) axis plays a major role in colorectal cancer (CRC). We aimed to characterize the molecular features associated with CCR5/CCL5 expression in CRC and to determine whether CCR5/CCL5 levels could impact treatment outcomes. METHODS 7604 CRCs tested with NextGen Sequencing on DNA and RNA were analyzed. Molecular features were evaluated according to CCR5 and CCL5 tumor gene expression quartiles. The impact on treatment outcomes was assessed in two cohorts, including 6341 real-world patients and 429 patients from the Cancer and Leukemia Group B (CALGB)/SWOG 80405 trial. RESULTS CCR5/CCL5 expression was higher in right-sided versus left-sided tumors, and positively associated with consensus molecular subtypes 1 and 4. Higher CCR5/CCL5 expression was associated with higher tumor mutational burden, deficiency in mismatch repair and programmed cell death ligand 1 (PD-L1) levels. Additionally, high CCR5/CCL5 were associated with higher immune cell infiltration in the tumor microenvironment (TME) of MMR proficient tumors. Ingenuity pathway analysis revealed upregulation of the programmed cell death protein 1 (PD-1)/PD-L1 cancer immunotherapy pathway, phosphatase and tensin homolog (PTEN) and peroxisome proliferator-activated receptors (PPAR) signaling, and cytotoxic T-lymphocyte antigen 4 (CTLA-4) signaling in cytotoxic T lymphocytes, whereas several inflammation-related pathways were downregulated. Low CCR5/CCL5 expression was associated with increased benefit from cetuximab-FOLFOX treatment in the CALGB/SWOG 80405 trial, where significant treatment interaction was observed with biologic agents and chemotherapy backbone. CONCLUSIONS Our data show a strong association between CCR5/CCL5 gene expression and distinct molecular features, gene expression profiles, TME cell infiltration, and treatment benefit in CRC. Targeting the CCR5/CCL5 axis may have clinical applications in selected CRC subgroups and may play a key role in developing and deploying strategies to modulate the immune TME for CRC treatment.
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Affiliation(s)
- Francesca Battaglin
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | | | - Joshua Millstein
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Yan Yang
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Joanne Xiu
- Caris Life Sciences, Phoenix, Arizona, USA
| | - Hiroyuki Arai
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Jingyuan Wang
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Fang-Shu Ou
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Federico Innocenti
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Shannon M Mumenthaler
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
- Lawrence J Ellison Institute for Transformative Medicine, Los Angeles, California, USA
| | - Priya Jayachandran
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Natsuko Kawanishi
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Annika Lenz
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Shivani Soni
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Sandra Algaze
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Wu Zhang
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Taline Khoukaz
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Evanthia Roussos Torres
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Innsbruck Medical University, Innsbruck, Tirol, Austria
| | | | - Emil Lou
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Philip A Philip
- Department of Oncology and Pharmacology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | - Benjamin A Weinberg
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Anthony F Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | - Richard M Goldberg
- West Virginia University Cancer Institute, Morgantown, West Virginia, USA
| | - John L Marshall
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia, USA
| | - Alan P Venook
- University of California San Francisco, San Francisco, California, USA
| | | | - Heinz-Josef Lenz
- University of Southern California Norris Comprehensive Cancer Center, Los Angeles, California, USA
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5
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Bartolini M, Seeber A, Puccini A. Editorial: New therapeutic approaches in microsatellite stable colorectal cancer patients. Front Oncol 2023; 13:1240963. [PMID: 37546398 PMCID: PMC10403228 DOI: 10.3389/fonc.2023.1240963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 07/07/2023] [Indexed: 08/08/2023] Open
Affiliation(s)
- Michela Bartolini
- Scientific Institute for Research, Hospitalization and Healthcare (Istituto di Ricovero e Cura a Carattere Scientifico) (IRCCS) Humanitas Research Hospital, Humanitas Cancer Center, Medical Oncology and Haematology Unit, Rozzano, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Scientific Institute for Research, Hospitalization and Healthcare (Istituto di Ricovero e Cura a Carattere Scientifico) (IRCCS) Humanitas Research Hospital, Humanitas Cancer Center, Medical Oncology and Haematology Unit, Rozzano, Milan, Italy
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6
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Agarwal S, Afaq F, Bajpai P, Behring M, Kim HG, Varambally A, Chandrashekar DS, Peter S, Al Diffalha S, Khushman M, Seeber A, Varambally S, Manne U. BZW2 Inhibition Reduces Colorectal Cancer Growth and Metastasis. Mol Cancer Res 2023; 21:698-712. [PMID: 37067340 PMCID: PMC10329991 DOI: 10.1158/1541-7786.mcr-23-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 02/06/2023] [Accepted: 03/17/2023] [Indexed: 04/18/2023]
Abstract
Because survival of patients with metastatic colorectal cancer remain poor, there is an urgent need to identify potential novel druggable targets that are associated with colorectal cancer progression. One such target, basic leucine zipper and W2 domains 2 (BZW2), is involved in regulation of protein translation, and its overexpression is associated with human malignancy. Thus, we investigated the expression and regulation of BZW2, assessed its role in activation of WNT/β-catenin signaling, identified its downstream molecules, and demonstrated its involvement in metastasis of colorectal cancer. In human colorectal cancers, high mRNA and protein expression levels of BZW2 were associated with tumor progression. BZW2-knockdown reduced malignant phenotypes, including cell proliferation, invasion, and spheroid and colony formation. BZW2-knockdown also reduced tumor growth and metastasis; conversely, transfection of BZW2 into BZW2 low-expressing colorectal cancer cells promoted malignant features, including tumor growth and metastasis. BZW2 expression was coordinately regulated by microRNA-98, c-Myc, and histone methyltransferase enhancer of zeste homolog 2 (EZH2). RNA sequencing analyses of colorectal cancer cells modulated for BZW2 identified P4HA1 and the long noncoding RNAs, MALAT1 and NEAT1, as its downstream targets. Further, BZW2 activated the Wnt/β-catenin signaling pathway in colorectal cancers expressing wild-type β-catenin. In sum, our study suggests the possibility of targeting BZW2 expression by inhibiting EZH2 and/or c-Myc. IMPLICATIONS FDA-approved small-molecule inhibitors of EZH2 can indirectly target BZW2 and because BZW2 functions as an oncogene, these inhibitors could serve as therapeutic agents for colorectal cancer.
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Affiliation(s)
- Sumit Agarwal
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Farrukh Afaq
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Prachi Bajpai
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Michael Behring
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | - Hyung-Gyoon Kim
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
| | | | | | - Shajan Peter
- Department of Medicine, Division of Gastroenterology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Sameer Al Diffalha
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Moh’d Khushman
- Department of Medicine, Division of Hematology and Oncology, Washington University, St. Louis, MO
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Sooryanarayana Varambally
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL
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7
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Zimmer K, Kocher F, Untergasser G, Kircher B, Amann A, Baca Y, Xiu J, Korn WM, Berger MD, Lenz HJ, Puccini A, Fontana E, Shields AF, Marshall JL, Hall M, El-Deiry WS, Hsiehchen D, Macarulla T, Tabernero J, Pichler R, Khushman M, Manne U, Lou E, Wolf D, Sokolova V, Schnaiter S, Zeimet AG, Gulhati P, Widmann G, Seeber A. PBRM1 mutations might render a subtype of biliary tract cancers sensitive to drugs targeting the DNA damage repair system. NPJ Precis Oncol 2023; 7:64. [PMID: 37400502 DOI: 10.1038/s41698-023-00409-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 05/31/2023] [Indexed: 07/05/2023] Open
Abstract
Polybromo-1 (PBRM1) loss of function mutations are present in a fraction of biliary tract cancers (BTCs). PBRM1, a subunit of the PBAF chromatin-remodeling complex, is involved in DNA damage repair. Herein, we aimed to decipher the molecular landscape of PBRM1 mutated (mut) BTCs and to define potential translational aspects. Totally, 1848 BTC samples were analyzed using next-generation DNA-sequencing and immunohistochemistry (Caris Life Sciences, Phoenix, AZ). siRNA-mediated knockdown of PBRM1 was performed in the BTC cell line EGI1 to assess the therapeutic vulnerabilities of ATR and PARP inhibitors in vitro. PBRM1 mutations were identified in 8.1% (n = 150) of BTCs and were more prevalent in intrahepatic BTCs (9.9%) compared to gallbladder cancers (6.0%) or extrahepatic BTCs (4.5%). Higher rates of co-mutations in chromatin-remodeling genes (e.g., ARID1A 31% vs. 16%) and DNA damage repair genes (e.g., ATRX 4.4% vs. 0.3%) were detected in PBRM1-mutated (mut) vs. PBRM1-wildtype (wt) BTCs. No difference in real-world overall survival was observed between PBRM1-mut and PBRM1-wt patients (HR 1.043, 95% CI 0.821-1.325, p = 0.731). In vitro, experiments suggested that PARP ± ATR inhibitors induce synthetic lethality in the PBRM1 knockdown BTC model. Our findings served as the scientific rationale for PARP inhibition in a heavily pretreated PBRM1-mut BTC patient, which induced disease control. This study represents the largest and most extensive molecular profiling study of PBRM1-mut BTCs, which in vitro sensitizes to DNA damage repair inhibiting compounds. Our findings might serve as a rationale for future testing of PARP/ATR inhibitors in PBRM1-mut BTCs.
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Affiliation(s)
- Kai Zimmer
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
| | - Gerold Untergasser
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
- Tyrolean Cancer Research Institute, Innsbruck, Austria
| | - Brigitte Kircher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
- Tyrolean Cancer Research Institute, Innsbruck, Austria
| | - Arno Amann
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
| | | | | | | | - Martin D Berger
- Department of Medical Oncology, Inselspital, University of Bern, Bern, Switzerland
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Alberto Puccini
- Medical Oncology Unit 1, Ospedale Policlinico San Martino, Genoa, Italy
| | - Elisa Fontana
- Drug Development Unit, Sarah Cannon Research Institute UK, Marylebone, London, UK
| | - Anthony F Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - John L Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Michael Hall
- Department of Hematology and Oncology, Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA
| | - Wafik S El-Deiry
- Department of Pathology and Laboratory Medicine, Cancer Center at Brown University, Providence, RI, USA
| | - David Hsiehchen
- Division of Hematology and Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Teresa Macarulla
- Medical Oncology Department, Vall d'Hebron Hospital Campus and Institute of Oncology (VHIO), IOB-Quiron, Barcelona, Spain
| | - Josep Tabernero
- Medical Oncology Department, Vall d'Hebron Hospital Campus and Institute of Oncology (VHIO), IOB-Quiron, Barcelona, Spain
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Moh'd Khushman
- O'Neal Comprehensive Cancer Center, the University of Alabama at Birmingham, Birmingham, Al, USA
| | - Upender Manne
- O'Neal Comprehensive Cancer Center, the University of Alabama at Birmingham, Birmingham, Al, USA
| | - Emil Lou
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Dominik Wolf
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria
| | - Viktorija Sokolova
- Department of Nuclear Medicine, Provincial Hospital of Bolzano (SABES-ASDAA), Teaching Hospital of the Paracelsus Medical Private University, Bolzano-Bozen, Italy
| | - Simon Schnaiter
- Institute of Human Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Alain G Zeimet
- Department of Obstetrics and Gynaecology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Pat Gulhati
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Gerlig Widmann
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck (CCCI), Medical University Innsbruck (MUI), Innsbruck, Austria.
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Lindner AK, Lackner F, Tymoszuk P, Barth DA, Seeber A, Kocher F, Toth B, Hochleitner M, Pichler M, Pichler R. Sex hormones influence survival of patients with metastatic urothelial carcinoma undergoing immune checkpoint therapy. Biol Sex Differ 2023; 14:38. [PMID: 37277835 DOI: 10.1186/s13293-023-00522-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 05/25/2023] [Indexed: 06/07/2023] Open
Abstract
INTRODUCTION Clinical trials investigating efficacy of immune checkpoint inhibitors (ICI) revealed sex-specific divergent outcomes in urothelial cancer (UC), suggesting that sex hormones might play an important role in gender-specific dimorphisms of response upon ICI. However, further clinical investigations are still needed to understand the influence of sex hormones in UC. The aim of this study was to get further insights on the prognostic and predictive value of sex hormone levels in patients with metastatic UC (mUC) who underwent ICI. MATERIAL AND METHODS Sex hormone levels of patients with mUC including luteinizing hormone (LH), follicle-stimulating hormone (FSH), LH/FSH ratio, prolactin, testosterone and 17β-estradiol (E2) were evaluated at baseline and during ICI at 6/8 weeks and 12/14 weeks. RESULTS Twenty-eight patients (10 women, 18 men) with a median age of 70 years were included. Metastatic disease was confirmed in 21 patients (75%) after radical cystectomy while seven patients showed mUC at first diagnosis. Twelve patients (42.8%) received first line and 16 patients second line pembrolizumab. The objective response rate (ORR) was 39% (CR in 7%). The median progression-free survival (PFS) and overall survival (OS) was 5.5 and 20 months. Focusing on changes of sex hormone levels during ICI, a significant increase in FSH levels and decrease of the LH/FSH ratio was noticed in responders (p = 0.035), yet without sex-specific significance. When adjusted for sex and treatment line, a significant increase of FSH levels was confirmed in men during second line pembrolizumab. Focusing on baseline levels, LH/FSH ratio was significantly higher in female responders (p = 0.043) compared to non-responders. In women, increased LH levels and LH/FSH ratio were associated with better PFS (p = 0.014 for LH, p = 0.016 for LH/FSH ratio) and OS (p = 0.026 and p = 0.018). In male patients, increased E2 levels were linked with improved PFS (p < 0.001) and OS (p = 0.039). CONCLUSION Increased LH and LH/FSH values in women as well as high E2 levels in men were significant predictors of better survival. Elevated LH/FSH ratio was predictive of better response to ICI in women. These results show first clinical evidence of the potential role of sex hormones as prognostic and predictive biomarker in mUC. Further prospective analyses are needed to corroborate our findings.
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Affiliation(s)
- Andrea Katharina Lindner
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Felizian Lackner
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | | | - Dominik Andreas Barth
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Bettina Toth
- Department of Gynecological Endocrinology and Reproductive Medicine, Medical University Innsbruck, Innsbruck, Austria
| | - Margarethe Hochleitner
- Department of Internal Medicine, Gender Medicine Unit, Medical University of Innsbruck, Innsbruck, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Translational Oncology, University Hospital of Augsburg, Augsburg, Germany
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria.
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Pichler R, Siska PJ, Tymoszuk P, Martowicz A, Untergasser G, Mayr R, Weber F, Seeber A, Kocher F, Barth DA, Pichler M, Thurnher M. A chemokine network of T cell exhaustion and metabolic reprogramming in renal cell carcinoma. Front Immunol 2023; 14:1095195. [PMID: 37006314 PMCID: PMC10060976 DOI: 10.3389/fimmu.2023.1095195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 02/28/2023] [Indexed: 03/18/2023] Open
Abstract
Renal cell carcinoma (RCC) is frequently infiltrated by immune cells, a process which is governed by chemokines. CD8+ T cells in the RCC tumor microenvironment (TME) may be exhausted which most likely influence therapy response and survival. The aim of this study was to evaluate chemokine-driven T cell recruitment, T cell exhaustion in the RCC TME, as well as metabolic processes leading to their functional anergy in RCC. Eight publicly available bulk RCC transcriptome collectives (n=1819) and a single cell RNAseq dataset (n=12) were analyzed. Immunodeconvolution, semi-supervised clustering, gene set variation analysis and Monte Carlo-based modeling of metabolic reaction activity were employed. Among 28 chemokine genes available, CXCL9/10/11/CXCR3, CXCL13/CXCR5 and XCL1/XCR1 mRNA expression were significantly increased in RCC compared to normal kidney tissue and also strongly associated with tumor-infiltrating effector memory and central memory CD8+ T cells in all investigated collectives. M1 TAMs, T cells, NK cells as well as tumor cells were identified as the major sources of these chemokines, whereas T cells, B cells and dendritic cells were found to predominantly express the cognate receptors. The cluster of RCCs characterized by high chemokine expression and high CD8+ T cell infiltration displayed a strong activation of IFN/JAK/STAT signaling with elevated expression of multiple T cell exhaustion-associated transcripts. Chemokinehigh RCCs were characterized by metabolic reprogramming, in particular by downregulated OXPHOS and increased IDO1-mediated tryptophan degradation. None of the investigated chemokine genes was significantly associated with survival or response to immunotherapy. We propose a chemokine network that mediates CD8+ T cell recruitment and identify T cell exhaustion, altered energy metabolism and high IDO1 activity as key mechanisms of their suppression. Concomitant targeting of exhaustion pathways and metabolism may pose an effective approach to RCC therapy.
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Affiliation(s)
- Renate Pichler
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
- *Correspondence: Renate Pichler,
| | - Peter J. Siska
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | | | - Agnieszka Martowicz
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
- Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Gerold Untergasser
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
- Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Roman Mayr
- Department of Urology, Caritas St. Josef Medical Centre, University of Regensburg, Regensburg, Germany
| | - Florian Weber
- Department of Pathology, University of Regensburg, Regensburg, Germany
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik A. Barth
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Non-Coding RNAs and Genome Editing, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Non-Coding RNAs and Genome Editing, Medical University of Graz, Graz, Austria
| | - Martin Thurnher
- Immunotherapy Unit, Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
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10
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Lindner AK, Pichler M, Maier S, Ulmer H, Gorreri T, Luger AK, Barth DA, Seeber A, Kocher F, Pichler R. Optimization of postoperative surveillance protocols in upper tract urothelial cancer: A retrospective cohort study. Front Oncol 2023; 13:1143030. [PMID: 36998439 PMCID: PMC10043336 DOI: 10.3389/fonc.2023.1143030] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/28/2023] [Indexed: 03/15/2023] Open
Abstract
Upper tract urothelial carcinoma (UTUC) is an aggressive disease that is managed by radical or organ-sparing surgery. High recurrence rates require early detection and strict follow-up (FU) protocols. Recommendations are assigned to a low level of evidence. Our aim was to identify time-to-tumor recurrence, analyze the temporal relation to recommended FU regimens, and provide a critical proposal for further surveillance. This retrospective study included 54 patients receiving radical nephroureterectomy (RNU) in high-risk UTUC and 14 patients assigned to kidney-sparing surgery (KSS) with low-risk disease. FU surveillance protocols consisted of close intervals irrespective of the received type of surgery. In total, 68 patients were included with a median FU of 23 months. Mean overall survival (OS) was significantly shorter in RNU compared to KSS (P = .027). Recurrence in the bladder and/or upper urinary tract (UUT) was 57.1% in KSS and 38.9% after RNU (P = .241). Mean recurrence-free survival (RFS) was significantly shorter in RNU patients compared to KSS (22.4 vs. 47.9 months, P = .013), and 76.2% of the recurrences in the RNU group occurred in the first postoperative year. UUT recurrence was diagnosed after a median of 3.0 (RNU) and 25.0 (KSS) months. There was a frequent onset of metastases in the RNU group, with 85.7% in the first year compared to the KSS group with 50%. Multivariable regression analysis showed that the tumor stage was the parameter independently related to OS (P = .002), RFS (P = .008), and metastasis-free survival (MFS, P = .002). In conclusion, surveillance of UTUC should be adapted to real-time occurrence patterns. Strict imaging protocols are recommended in the first two years irrespective of the method of surgery. As recurrence is equally distributed over the years after KSS, cystoscopy should be offered regularly for five years and diagnostic URS for three years. After RNU, cystoscopies should be decreased to yearly intervals after year three. Contralateral UUT should also be examined after RNU.
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Affiliation(s)
- Andrea Katharina Lindner
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Translational Oncology, University Hospital of Augsburg, Augsburg, Germany
| | - Sarah Maier
- Institute of Medical Statistics and Informatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Hanno Ulmer
- Institute of Medical Statistics and Informatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Thomas Gorreri
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Dominik A. Barth
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
- *Correspondence: Renate Pichler,
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11
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Lanser L, Plaikner M, Schroll A, Burkert FR, Seiwald S, Fauser J, Petzer V, Bellmann-Weiler R, Fritsche G, Tancevski I, Duftner C, Pircher A, Seeber A, Zoller H, Kremser C, Henninger B, Weiss G. Tissue iron distribution in patients with anemia of inflammation: Results of a pilot study. Am J Hematol 2023; 98:890-899. [PMID: 36880875 DOI: 10.1002/ajh.26909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/20/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023]
Abstract
Anemia of inflammation (AI) is frequently present in subjects with inflammatory disorders, primarily caused by inflammation-driven iron retention in macrophages. So far, only limited data on qualitative and quantitative estimates of tissue iron retention in AI patients exist. We performed a prospective cohort study analyzing splenic, hepatic, pancreatic, and cardiac iron content with MRI-based R2*-relaxometry in AI patients, including subjects with concomitant true iron deficiency (AI+IDA) hospitalized between 05/2020-01/2022. Control groups were individuals without inflammation. Spleen R2* values in AI patients with ferritin ≤200 μg/L (AI+IDA) were comparable with those found in controls. In AI patients with ferritin >200 μg/L, spleen (47.6 s-1 vs. 19.3 s-1 , p < .001) and pancreatic R2* values (32.5 s-1 vs. 24.9 s-1 , p = .011) were significantly higher compared with controls, while liver and heart R2*-values did not differ. Higher spleen R2* values were associated with higher ferritin, hepcidin, CRP, and IL-6 concentrations. Spleen R2* values normalized in AI patients after recovery (23.6 s-1 vs. 47.6 s-1 , p = .008), while no changes were found in patients with baseline AI+IDA. This is the first study investigating tissue iron distribution in patients with inflammatory anemia and AI with concomitant true iron deficiency. The results support the findings in animal models demonstrating iron retention in macrophages, which are primarily accumulating in the spleen under inflammatory conditions. MRI-related iron measurement may help to better characterize actual iron needs and to define better biomarker thresholds in the diagnosis of true ID in patients with AI. It may qualify as a useful diagnostic method to estimate the need for iron supplementation and to guide therapy.
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Affiliation(s)
- Lukas Lanser
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Michaela Plaikner
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Andrea Schroll
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Stefanie Seiwald
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Josia Fauser
- Department of Internal Medicine V, Medical University of Innsbruck, Innsbruck, Austria
| | - Verena Petzer
- Department of Internal Medicine V, Medical University of Innsbruck, Innsbruck, Austria
| | - Rosa Bellmann-Weiler
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Gernot Fritsche
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Ivan Tancevski
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Christina Duftner
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Pircher
- Department of Internal Medicine V, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Internal Medicine V, Medical University of Innsbruck, Innsbruck, Austria
| | - Heinz Zoller
- Department of Internal Medicine I and Christian Doppler Laboratory on Iron and Phosphate Biology, Medical University of Innsbruck, Innsbruck, Austria
| | - Christian Kremser
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Benjamin Henninger
- Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Günter Weiss
- Department of Internal Medicine II, Medical University of Innsbruck, Innsbruck, Austria.,Christian Doppler Laboratory for Iron Metabolism of Anemia Research, Medical University of Innsbruck, Innsbruck, Austria
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12
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Gandini A, Puglisi S, Pirrone C, Martelli V, Catalano F, Nardin S, Seeber A, Puccini A, Sciallero S. The role of immunotherapy in microsatellites stable metastatic colorectal cancer: state of the art and future perspectives. Front Oncol 2023; 13:1161048. [PMID: 37207140 PMCID: PMC10189007 DOI: 10.3389/fonc.2023.1161048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 04/21/2023] [Indexed: 05/21/2023] Open
Abstract
Colorectal cancer (CRC) is the third leading cause of cancer-related deaths worldwide, despite several advances has been achieved in last decades. Few prognostic and predictive biomarkers guide therapeutic choice in metastatic CRC (mCRC), among which DNA mismatch repair deficiency and/or microsatellite instability (dMMR/MSI) holds a crucial role. Tumors characterized by dMMR/MSI benefit from immune checkpoint inhibitors. However, most of the mCRC patients (around 95%) are microsatellite stable (MSS), thereby intrinsically resistant to immunotherapy. This represents a clear unmet need for more effective treatments in this population of patients. In this review, we aim to analyze immune-resistance mechanisms and therapeutic strategies to overcome them, such as combinations of immunotherapy and chemotherapy, radiotherapy or target therapies specifically in MSS mCRC. We also explored both available and potential biomarkers that may better select MSS mCRC patients for immunotherapy. Lastly, we provide a brief overview on future perspectives in this field, such as the gut microbiome and its potential role as immunomodulator.
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Affiliation(s)
- Annalice Gandini
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Silvia Puglisi
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Chiara Pirrone
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Valentino Martelli
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Fabio Catalano
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Simone Nardin
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
| | - Andreas Seeber
- Department of Haematology and Oncology, Medical University of Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
- IRCCS Humanitas Research Hospital, Humanitas Cancer Center, Medical Oncology and Haematology Unit, Rozzano, Milan, Italy
| | - Stefania Sciallero
- Medical Oncology Unit 1, IRCCS - Ospedale Policlinico San Martino, Genoa, Italy
- *Correspondence: Stefania Sciallero,
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13
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Krendl FJ, Messner F, Laimer G, Djanani A, Seeber A, Oberhuber G, Öfner D, Wolf D, Schneeberger S, Bale R, Margreiter C. Multidisciplinary Treatment of Liver Metastases from Intracranial SFTs/HPCs: A Report of Three Consecutive Cases. Curr Oncol 2022; 29:8720-8741. [PMID: 36421340 PMCID: PMC9689021 DOI: 10.3390/curroncol29110687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 11/01/2022] [Accepted: 11/10/2022] [Indexed: 11/17/2022] Open
Abstract
In the 2016 WHO classification of tumors of the central nervous system, hemangiopericytomas (HPCs) and solitary fibrous tumors (SFTs) were integrated into a new entity (SFT/HPC). Metastases to bone, liver, lung, and abdominal cavity are of concern. Only 37 cases of patients with liver metastases due to intracranial SFTs/HPCs have been reported. Herein, we present our experience in the management of patients with liver metastases from intracranial SFTs/HCPs. All consecutive patients who were treated for liver metastases from intracranial SFTs/HPCs from January 2014 to December 2020 were enrolled. Overall, three patients were treated for liver metastasis from SFTs/HPCs with curative intent. Two patients with bilobar metastases at presentation required surgical resection, transarterial embolization, stereotactic radiofrequency ablation (SRFA) and systemic therapy. One patient with a singular right liver lobe metastasis was treated with SRFA alone. This patient shows no evidence of liver metastases 39 months following diagnosis. Of the two patients with bilobar disease, one died 89 months following diagnosis, while one is still alive 73 months following diagnosis. Long-term survival can be achieved using a multimodal treatment concept, including surgery, loco-regional and systemic therapies. Referral to a specialized tertiary cancer center and comprehensive long-term follow-up examinations are essential.
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Affiliation(s)
- Felix J. Krendl
- Department of Visceral, Transplant and Thoracic Surgery, Center for Operative Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Franka Messner
- Department of Visceral, Transplant and Thoracic Surgery, Center for Operative Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Gregor Laimer
- Department of Radiology, Section of Interventional Oncology—Microinvasive Therapy, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Angela Djanani
- Clinical Division of Gastroenterology, Hepatology and Metabolism, Department of Internal Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Georg Oberhuber
- Pathology Department, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Dietmar Öfner
- Department of Visceral, Transplant and Thoracic Surgery, Center for Operative Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Dominik Wolf
- Department of Hematology and Oncology, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Stefan Schneeberger
- Department of Visceral, Transplant and Thoracic Surgery, Center for Operative Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Reto Bale
- Department of Radiology, Section of Interventional Oncology—Microinvasive Therapy, Medical University of Innsbruck, 6020 Innsbruck, Austria
- Correspondence:
| | - Christian Margreiter
- Department of Visceral, Transplant and Thoracic Surgery, Center for Operative Medicine, Medical University of Innsbruck, 6020 Innsbruck, Austria
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14
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Kocher F, Puccini A, Untergasser G, Martowicz A, Zimmer K, Pircher A, Baca Y, Xiu J, Haybaeck J, Tymoszuk P, Goldberg RM, Petrillo A, Shields AF, Salem ME, Marshall JL, Hall M, Korn WM, Nabhan C, Battaglin F, Lenz HJ, Lou E, Choo SP, Toh CK, Gasteiger S, Pichler R, Wolf D, Seeber A. Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets. Clin Cancer Res 2022; 28:4957-4967. [PMID: 36112544 PMCID: PMC9660543 DOI: 10.1158/1078-0432.ccr-22-0275] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 07/13/2022] [Accepted: 09/13/2022] [Indexed: 01/24/2023]
Abstract
PURPOSE Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). This study provides a comprehensive molecular portrait of PDAC according to CXCR4 mRNA expression levels. EXPERIMENTAL DESIGN The Cancer Genome Atlas database was used to explore molecular and immunologic features associated with CXCR4 mRNA expression in PDAC. A large real-word dataset (n = 3,647) served for validation and further exploratory analyses. Single-cell RNA analyses on a publicly available dataset and in-house multiplex immunofluorescence (mIF) experiments were performed to elaborate cellular localization of CXCR4. RESULTS High CXCR4 mRNA expression (CXCR4high) was associated with increased infiltration of regulatory T cells, CD8+ T cells, and macrophages, and upregulation of several immune-related genes, including immune checkpoint transcripts (e.g., TIGIT, CD274, PDCD1). Analysis of the validation cohort confirmed the CXCR4-dependent immunologic TME composition in PDAC irrespective of microsatellite instability-high/mismatch repair-deficient or tumor mutational burden. Single-cell RNA analysis and mIF revealed that CXCR4 was mainly expressed by macrophages and T-cell subsets. Clinical relevance of our finding is supported by an improved survival of CXCR4high PDAC. CONCLUSIONS High intratumoral CXCR4 mRNA expression is linked to a T cell- and macrophage-rich PDAC phenotype with high expression of inhibitory immune checkpoints. Thus, our findings might serve as a rationale to investigate CXCR4 as a predictive biomarker in patients with PDAC undergoing immune checkpoint inhibition.
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Affiliation(s)
- Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Medical Oncology Unit 1, Ospedale Policlinico San Martino, Genoa, Italy
| | - Gerold Untergasser
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | - Agnieszka Martowicz
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | - Kai Zimmer
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Pircher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | | | | | - Johannes Haybaeck
- Institute of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria.,Diagnostic and Research Center for Molecular Biomedicine, Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Piotr Tymoszuk
- Data Analytics As a Service Tirol (DAAS) Tirol, Innsbruck, Austria
| | | | | | - Anthony F. Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | - Mohamed E. Salem
- Levine Cancer Institute, Carolinas HealthCare System, Charlotte, North Carolina
| | - John L. Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC
| | - Michael Hall
- Department of Hematology and Oncology, Fox Chase Cancer Center, Temple University Health System, Philadelphia, Pennsylvania
| | | | | | - Francesca Battaglin
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Emil Lou
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis, Minnesota
| | - Su-Pin Choo
- Curie Oncology, Mount Elizabeth Novena Specialist Centre, Singapore
| | - Chee-Keong Toh
- Curie Oncology, Mount Elizabeth Novena Specialist Centre, Singapore
| | - Silvia Gasteiger
- Department of Visceral, Transplant and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Renate Pichler
- Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck, Innsbruck, Austria.,Corresponding Author: Andreas Seeber, Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Anichstrasse 35, Innsbruck 6020, Austria. Phone: 0043-50504-83166; E-mail:
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15
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Puccini A, Seeber A, Berger MD. Biomarkers in Metastatic Colorectal Cancer: Status Quo and Future Perspective. Cancers (Basel) 2022; 14:4828. [PMID: 36230751 PMCID: PMC9564318 DOI: 10.3390/cancers14194828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/20/2022] [Accepted: 09/28/2022] [Indexed: 11/16/2022] Open
Abstract
Colorectal cancer (CRC) is the third most frequent cancer worldwide, and its incidence is steadily increasing. During the last two decades, a tremendous improvement in outcome has been achieved, mainly due to the introduction of novel drugs, targeted treatment, immune checkpoint inhibitors (CPIs) and biomarker-driven patient selection. Moreover, progress in molecular diagnostics but also improvement in surgical techniques and local ablative treatments significantly contributed to this success. However, novel therapeutic approaches are needed to further improve outcome in patients diagnosed with metastatic CRC. Besides the established biomarkers for mCRC, such as microsatellite instability (MSI) or mismatch repair deficiency (dMMR), RAS/BRAF, sidedness and HER2 amplification, new biomarkers have to be identified to better select patients who derive the most benefit from a specific treatment. In this review, we provide an overview about therapeutic relevant and established biomarkers but also shed light on potential promising markers that may help us to better tailor therapy to the individual mCRC patient in the near future.
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Affiliation(s)
- Alberto Puccini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genoa, 16132 Genoa, Italy
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, 6020 Innsbruck, Austria
| | - Martin D Berger
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
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16
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Seeber A, Baca Y, Xiu J, Puri S, Owonikoko T, Oliver T, Kerrigan K, Patel S, Uprety D, Mamdani H, Kulkarni A, Lopes G, Halmos B, Borghaei H, Akerley W, Liu S, Korn W, Pircher A, Wolf D, Kocher F. 1723P CLEC3B mRNA expression levels are linked to distinct genetic backgrounds, transcriptomic signatures and survival in NSCLC. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.1801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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17
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Lindner AK, Tulchiner G, Seeber A, Siska PJ, Thurnher M, Pichler R. Targeting strategies in the treatment of fumarate hydratase deficient renal cell carcinoma. Front Oncol 2022; 12:906014. [PMID: 35912170 PMCID: PMC9337267 DOI: 10.3389/fonc.2022.906014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/29/2022] [Indexed: 11/26/2022] Open
Abstract
Fumarate hydratase (FH) - deficient renal cell carcinoma (FHdRCC) is a rare aggressive subtype of RCC caused by a germline or sporadic loss-of-function mutation in the FH gene. Here, we summarize how FH deficiency results in the accumulation of fumarate, which in turn leads to activation of hypoxia-inducible factor (HIF) through inhibition of prolyl hydroxylases. HIF promotes tumorigenesis by orchestrating a metabolic switch to glycolysis even under normoxia, a phenomenon well-known as the Warburg effect. HIF activates the transcription of many genes, including vascular endothelial growth factor (VEGF). Crosstalk between HIF and epidermal growth factor receptor (EGFR) has also been described as a tumor-promoting mechanism. In this review we discuss therapeutic options for FHdRCC with a focus on anti-angiogenesis and EGFR-blockade. We also address potential targets that arise within the metabolic escape routes taken by FH-deficient cells for cell growth and survival.
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Affiliation(s)
- Andrea Katharina Lindner
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Gennadi Tulchiner
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Haematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Peter J. Siska
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | - Martin Thurnher
- Immunotherapy Unit, Department of Urology, Medical University of Innsbruck, Innsbruck, Austria
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
- *Correspondence: Renate Pichler,
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18
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Marzi L, Mega A, Gitto S, Pelizzaro F, Seeber A, Spizzo G. Impact and Novel Perspective of Immune Checkpoint Inhibitors in Patients with Early and Intermediate Stage HCC. Cancers (Basel) 2022; 14:cancers14143332. [PMID: 35884392 PMCID: PMC9313349 DOI: 10.3390/cancers14143332] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/27/2022] [Accepted: 07/02/2022] [Indexed: 02/04/2023] Open
Abstract
Surgery and radiofrequency ablation remain the gold standard to achieve cure in patients with hepatocellular carcinoma (HCC). After a decade in which only sorafenib was available for advanced and metastatic HCC, the emergence of other molecularly targeted drugs and immune checkpoint inhibitors (ICIs) has significantly improved the patients` prognosis. In particular, the use of ICIs has shown promising results and has revolutionized the treatment algorithm in HCC patients. Indeed, preclinical and clinical data have documented a high density of immunosuppressive cells and an increased expression of the programmed death-1 (PD-1) receptor and cytotoxic T-cell associated protein-4 (CTLA-4) in HCC. However, despite these observations, no validated biomarker is available and the molecular groundwork responsible for response to ICIs remains elusive. The anti-CTLA4 monoclonal antibody tremelimumab and the anti-PD-1 monoclonal antibodies nivolumab and pembrolizumab were the first ICIs to be tested in HCC. Recently, the combination of the anti-programmed death-ligand 1 (PD-L1) inhibitor atezolizumab and the anti-vascular endothelial growth factor (VEGF) antibody bevacizumab demonstrated an improvement in patient outcome compared to sorafenib, becoming the standard of care in the frontline setting of advanced disease. Other immunotherapeutic agents such as pembrolizumab or the combination nivolumab-ipilimumab have shown promising results that have to be confirmed in phase III studies. Currently, the combination of different ICIs (i.e., ipilimumab, durvalumab) and anti-angiogenic agents (i.e., regorafenib, lenvatinib) is currently being tested in several trials and will hopefully revolutionize the treatment of HCC. To date, numerous studies are underway evaluating ICIs in adjuvant and neoadjuvant settings to improve survival in early and intermediate stages. Thus, this review focuses on the rationale for ICIs and their potential use for early or intermediate HCC stages.
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Affiliation(s)
- Luca Marzi
- Department of Gastroenterology, Bolzano Regional Hospital (SABES-ASDAA), 39100 Bolzano-Bozen, Italy; (L.M.); (A.M.)
| | - Andrea Mega
- Department of Gastroenterology, Bolzano Regional Hospital (SABES-ASDAA), 39100 Bolzano-Bozen, Italy; (L.M.); (A.M.)
| | - Stefano Gitto
- Department of Experimental and Clinical Medicine, University of Firenze, 50134 Firenze, Italy;
| | - Filippo Pelizzaro
- Department of Gastroenterology, Medical University of Padova, 35128 Padova, Italy;
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, 6020 Innsbruck, Austria
- Correspondence: (A.S.); (G.S.)
| | - Gilbert Spizzo
- Department of Internal Medicine, Oncologic Day Hospital, Hospital of Bressanone (SABES-ASDAA), 39042 Bressanone-Brixen, Italy
- Correspondence: (A.S.); (G.S.)
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19
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Lou E, Xiu J, Baca Y, Walker P, Manji GA, Gholami S, Saeed A, Philip PA, Prakash A, Astsaturov IA, Botta G, Abushahin LI, Sohal D, Lenz HJ, Shields AF, Nabhan C, El-Deiry WS, Seeber A, Korn WM. The tumor microenvironment and immune infiltration landscape of KRAS mutant pancreatic ductal adenocarcinomas (PDAC) compared to colorectal adenocarcinomas (CRC). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.4142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4142 Background: The composition of the tumor microenvironment (TME) in PDACs is more heavily driven by mutant (mt) KRAS than any other cancer. How genomic alterations of PDAC including KRAS status affect the immune cell (IC) landscape remains unclear. Thus, we characterized IC types and the prevalence of immuno-oncologic (IO) biomarkers in PDAC by genomic and transcriptomic analysis, and investigated associations of mt KRAS with IC estimates in the TME. Our findings were compared to our previous study in CRC. Methods: A total of 4,142 PDAC and 3,727 CRC with KRAS- mts were analyzed using next-generation DNA sequencing (NextSeq, 592 gene panel or NovaSeq, WES), IHC, and whole transcriptome RNA sequencing (NovaSeq) (Caris Life Sciences, Phoenix, AZ). MSI/MMR was tested by FA, IHC and NGS. TMB-H was classified based on a cut-off of >10 mutations per MB. ICs were estimated by QuantiSeq (Finotello 2019, Genome Medicine) or MCP counter (Betcht 2016, Genome Biology). Significance was determined by X2 and Fisher-Exact and p-adjusted for multiple comparisons (q<0.05). Results: Mutant KRAS was seen in 81% of PDAC and in 48% of CRC. The most common variant was G12D, comprising 43% and 32% of all PDAC and CRC KRAS variants, respectively. The therapeutically actionable KRAS G12C variant comprises 2% and 7% of PDAC and CRC in this cohort, respectively. In PDAC, KRAS mt was associated with lower prevalence of MSI-H/dMMR than KRAS-wildtype (wt); 0.9% vs 1.9%, p=0.027). PDL1 expression was significantly lower in KRAS wt (12%) compared to G12D (19%) and G13X (33%), similar to previous observations in CRC. However, when considering TMB, in PDAC, G12D (1%), G12V (1%) and Q61 (1%) mutations had significantly lower TMB-H than RAS wt tumors (4%); in contradiction to CRC. The immune cell environment of KRAS mt PDAC showed significantly higher infiltration with M1 macrophages and cancer-associated fibroblasts (CAFs), as well as lower M2 macrophages, CD4+ & CD8+ T cells, T-reg, NK, myeloid dendritic and endothelial cells compared to KRAS wt. In CRC, a similar pattern was observed but more pronounced in PDAC. Immune-regulatory markers, were among multiple genes downregulated in KRAS-mt PDAC, including CTLA-4 and LAG3. Overall changes were most pronounced in cases harboring KRAS G12D, G12V, Q61, and rare KRAS variants. Conclusions: The TME of KRAS mt PDAC shows IC patterns similar to KRAS mt CRC. Actionable IO-targets, such as PDL1, are enriched in tumors harboring specific variants of KRAS mt PDAC including the targetable G12C variant. If G12D becomes druggable, it could be targetable in 35% patients with PDAC or 15% in CRC. These results demonstrate that the TME of PDAC and CRC shows immune-cold features. Tailored immunotherapeutic strategies would have to overcome these barriers in KRAS mt PDAC and CRC, possibly in combination with molecularly targeted treatment strategies.
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Affiliation(s)
- Emil Lou
- Masonic Cancer Center/ University of Minnesota School of Medicine, Minneapolis, MN
| | | | | | | | - Gulam Abbas Manji
- Columbia University Herbert Irving Comprehensive Cancer Center, New York, NY
| | - Sepideh Gholami
- University of California Davis Comprehensive Cancer Center, Sacramento, CA
| | - Anwaar Saeed
- University of Kansas Cancer Center, Westwood, KS
| | - Philip Agop Philip
- Karmanos Cancer Center, Wayne State University, and SWOG, Farmington Hills, MI
| | - Ajay Prakash
- New York University School of Medicine, New York, NY
| | | | - Greg Botta
- University of California-San Diego, San Diego, CA
| | | | | | - Heinz-Josef Lenz
- Division of Medical Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
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20
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Pandya K, Xiu J, Farrell A, Overman MJ, Seeber A, Abraham J, Shields AF, Lou E, Marshall J, Abbruzzese JL, Lenz HJ, Korn WM, Gulhati P. Comprehensive genomic and transcriptomic characterization of small bowel adenocarcinoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.4018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4018 Background: Small bowel adenocarcinoma (SBA) is a rare cancer with rising incidence and worse overall survival (OS) compared to other intestinal cancers. Clinical management of SBA is primarily extrapolated from colorectal cancer (CRC). Comprehensive genomic and transcriptomic profiling of SBA will facilitate development of disease-specific therapeutic strategies. We investigated molecular alterations and association with clinical outcomes in a large cohort of SBA pts. Methods: Tumors were analyzed using 592 gene next-generation sequencing of DNA (592 genes or WES), RNA (WTS) and IHC (Caris). Immune infiltration was calculated by QuantiSeq. OS was calculated from treatment start/tissue collection to last contact from insurance claims. Results: We analyzed 823 SBA tumors: 448 primary/312 metastases, 586 duodenal (DA)/95 jejunal (JA)/38 ileal (IA). Median age of JA pts was lower (57yo) than DA (67yo) and IA (68yo). Upon subsite comparison, HER2 overexpression (2.5%) and amplification (3.6%) was only seen in DA, while HER2 mutations (mts) were most common in JA (10%) and absent in IA. IA had the lowest rate of KRAS (30%) and APC (11%) mts and highest rate of DDR mts (37%). JAs were enriched in RSPO3 fusion (19%) and BRAF mts (21%). Among BRAF mts in SBA, class 3 comprised 53%, class 2 37% and class 1 10%. MSI/dMMR was seen in 8% SBA and TMB-H in 11% with no difference among subsites. Compared to 14000 CRC tumors, SBA had significantly higher immune infiltrates regardless of MSI status (p<0.001), with highest fold change in myeloid dendritic cells (15.5), Tregs (9.4), neutrophils (3.6) and M2 Macrophages (3.5). When investigating clinical outcome of SBA pts (n=751), favorable prognostic markers included TMB³8 mts/Mb (HR: 0.65, 95%CI: 0.50-0.85), mts in APC (HR: 0.76, 95% CI: 0.62-0.93), MSH6 (HR: 0.45, 95% CI: 0.20-0.99), HNF1A (HR: 0.268, 95% CI: 0.11-0.65), PRKDC (HR: 0.45, 95% CI: 0.20-1.01) and ERBB3 (HR: 0.46, 95% CI: 0.26-0.82), while TP53 (HR: 1.32, 95% CI: 1.10-1.59) and CDKN2A (HR: 1.7, 95% CI: 1.25-2.3) mts and positive PD-L1 (HR: 1.44, 95% CI: 1.09-1.90) predicted worse OS. Among SBA pts treated with chemotherapy (n=258), DA had worse OS than IA/JA (HR: 1.44, 95% CI: 1.05-1.98), which had worse OS than left-sided [LS] (HR: 1.86, 95% CI: 1.39-2.46) and right-sided [RS] CRC pts (HR: 1.35, 95% CI: 1.01-1.79). DA pts had significantly worse OS compared to LS (HR=2.97, 95% CI: 1.73-5.08) and RS (HR=1.88, 95% CI: 1.08-3.24) CRC pts. Conclusions: This study represents the largest SBA cohort with comprehensive genomic and transcriptomic profiling. We identified subsite-specific enrichment in targetable alterations, including HER2 overexpression/amplification in DA, BRAF/HER2 mts and RSPO3 fusions in JA, and DDR mts in IA. SBAs harbor higher immune infiltrates than CRC, suggesting active immune modulation. DA is characterized by poor overall outcomes and decreased therapeutic benefit from chemotherapy compared to LS- and RS- CRCs.
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Affiliation(s)
- Karan Pandya
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
| | | | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | | | - Emil Lou
- Masonic Cancer Center/ University of Minnesota School of Medicine, Minneapolis, MN
| | | | | | - Heinz-Josef Lenz
- Division of Medical Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | - Pat Gulhati
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ
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21
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Khushman MM, Gandhi N, Xiu J, El-Rayes BF, Seeber A, Williams GR, Outlaw DA, Lou E, Shields AF, Philip PA, El-Deiry WS, Marshall J, Jayachandran P, Lenz HJ, Oberley MJ, Korn WM, Manne U. The prognostic significance of TP53 mutations in patients with right-sided and left-sided colorectal cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3589 Background: In patients with colorectal cancers (CRCs), prior studies have reported that various TP53 mutations have prognostic significance. The anatomic location of the primary CRC and the TP53 mutation subtype influence patient survival. In this study, we explored the prognostic significance of TP53 mutations (mTP53) classified as gain-of-function (GOF) or non-GOF in patients with right-sided (RCC) and left-sided CRCs (LCC). Methods: CRC specimens (6,248 RCCs and 14,215 LCCs) were tested at Caris Life Sciences (Phoenix, AZ) with NextGen Sequencing (NGS) of DNA (592-gene panel or whole- exome sequencing). R175H, R248W, R248Q, R249S, R273H, R273L, and R282W were defined as GOF mTP53 and all other mTP53 were defined as non-GOF mTP53. MSI-H/dMMR status was determined by immunohistochemistry (IHC) of MMR proteins and/or NGS. Real-world median overall survival (mOS) was obtained from insurance claims data and calculated from tissue collection to last contact using Kaplan-Meier estimates. Results: GOF mTP53 and non-GOF mTP53 were identified in 15% and 39% respectively, in RCC and 17% and 46% respectively, in LCC. In RCC, the mOS for patients with wild-type TP53 ( wtTP53) vs. GOF mTP53 was 34 months (m) vs. 23m (p < 0.00001), and the mOS for patients with wtTP53 vs. non-GOF mTP53 was 34m vs. 27m (p < 0.001). In LCC, the mOS for patients with wtTP53 vs. GOF mTP53 was 35m vs. 33m (p = 0.056), and the mOS for patients with wtTP53 vs. non-GOF mTP53 was 35m vs. 35m (p = 0.32). The mOS for patients with non-GOF mTP53 vs. GOF mTP53 in RCC and LCC was 28m vs. 24m (p = 0.096), and 35m vs. 34m (p = 0.175), respectively. The prognostic value of GOF mTP53 and non-GOF mTP53 was further explored in relation to MSI-H/dMMR, RAS, BRAF, and PIK3CA mutation status. The worse prognosis associated with mTP53 in RCC was seen in all comparisons, except in GOF mTP53/MSI-H/dMMR, and non-GOF mTP53/ wtKRAS subgroups. In patients with LCC, worse prognosis associated with GOF mTP53 and non-GOF mTP53 was only noticeable in KRAS and PIK3CA mutant subgroups. Conclusions: This is the largest study to explore TP53 mutations and their prognostic significance in patients with RCC and LCC. The prevalence of GOF mTP53 and non-GOF mTP53 was higher in LCC compared to RCC. However, both GOF mTP53 and non-GOF mTP53 were associated with worse mOS for patients with RCC, but not LCC. Our study validates the sidedness-dependent prognostic significance of TP53 mutations. It also shows that the worse prognosis of mTP53 is independent of the approach of collectively classifying TP53 mutations into GOF vs non-GOF. Given the sheer extent and diversity of TP53 mutations, a more nuanced approach towards re-classification of GOF mTP53 is warranted. Detailed information on p53 mutations will be crucial for the interpretation of future clinical trials and for the design of novel therapeutic strategies.
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Affiliation(s)
- Moh'd M. Khushman
- Department of Hematology-Oncology, University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, AL
| | | | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Grant Richard Williams
- The University of Alabama at Birmingham, O'Neal Comprehensive Cancer Center, Birmingham, AL
| | - Darryl Alan Outlaw
- Hematology-Oncology, The University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, AL
| | - Emil Lou
- Masonic Cancer Center/ University of Minnesota School of Medicine, Minneapolis, MN
| | | | - Philip Agop Philip
- Karmanos Cancer Center, Wayne State University, and SWOG, Farmington Hills, MI
| | | | | | | | - Heinz-Josef Lenz
- Division of Medical Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | | | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, AL
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22
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Lou E, Gandhi N, Farrell A, Xiu J, Seeber A, Beg SS, Monu M, Darabi S, Demeure MJ, Abraham J, Oberley MJ, Marshall J, Soares HP. Differential expression of somatostatin receptor (SSTR) subtypes across a spectrum of neuroendocrine neoplasms (NENs). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3071 Background: Targeted therapy of NENs based on the presence of SSTRs fills a unique niche in tumor biology and clinical treatment of patients with solid tumors. SSTRs have multiple isoforms and are collectively expressed in the majority of NENs. However, subtypes are still not routinely tested and thus not assessed for clinical decision-making, especially for patients meriting consideration of targeted radionucleotide therapy. Clarifying the landscape of SSTR subtypes using molecular techniques more sensitive than immunohistochemistry (IHC)-the standard of testing, and identifying associated genomic biomarkers that differ between them, will pave the way for more sophisticated decision-making in the future. Additionally, leveraging transcriptomics to better assess mitotic markers such as Ki-67 to assess tumor grade, would increase diagnostic accuracy. Here we provide initial validation across a spectrum of NENs. Methods:1595 NENs were analyzed using Next Generation Sequencing (592 gene panel, NextSeq), Whole Exome and Transcriptome Sequencing (NovaSeq), and IHC at Caris Life Sciences (Phoenix, AZ). Significance was determined using chi-square, Fisher-Exact or Mann-Whitney U and p-adjusted for multiple comparisons (q<0.05) where applicable. Results: In a subset of 492 NENs with accompanying tumor grading information, a median MKI67 (gene encoding Ki-67) TPM value of 2.27 for low-grade (LG-), and 38.7 for high-grade NENs (HG-NENs) was observed (q<0.05). Using ROC curve analysis, a threshold of MKI67 expression (13.4375 TPM) differentiated LG- from HG-NENs, with a true positive rate of 86.84%, a false positive rate of 11.9% and an AUC of 95% and was subsequently applied to the entire cohort to infer HG/LG. Compared to HG-NENs (n = 862), LG-NENs(n = 733) expressed higher levels of SSTR 1(3.5-fold),2 (2.9-fold) and 5 (1.67-fold) and lower levels of SSTR4 (0.28-fold)(q<0.05). Further, the expression of SSTRs 3 and 4 in HG-NEN (rs= 0.63) and SSTRs 1 and 2 in LG-NENs (rs= 0.64) were positively correlated. Overall, the prevalence of altered TP53, RB1, PIK3CA, APC, KRAS was higher and MEN1 was lower in HG-vs LG-NENs (q<0.05). For each SSTR subtype, we established high and low cohorts based on median expressions. In LG-NENs, increased alterations in TP53 and RB1 were associated with increased expression of SSTRs 1 and 2 and reduced expression of SSTRs 3 and 4. In HG-NENs, increased alterations in APC were associated with increased expression of SSTR 1 and 4 and reduced expression of SSTRs 3 and 5. Additional subtype- and grade-specific alterations were also observed. Conclusions: This study provides evidence that WTS and NGS can be leveraged to predict grade of NENs and define characteristic differences in the genomic landscape across SSTR subtypes in HG and LG NENs. Incorporating the molecular profiling of NENs can thus aid in advancing the development of more tailored therapeutic strategies.
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Affiliation(s)
- Emil Lou
- Masonic Cancer Center/ University of Minnesota School of Medicine, Minneapolis, MN
| | | | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Minnu Monu
- University of Minnesota, Minneapolis, MN
| | | | - Michael J. Demeure
- Hoag Family Cancer Institute, Hoag Memorial Hospital Presbyterian, Newport Beach, CA
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23
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Owonikoko TK, Elliott A, Dwivedi B, Ivanov A, Sica G, Puri S, Naqash AR, Kerrigan KC, Patel SB, Seeber A, Kocher F, Uprety D, Mamdani H, Kulkarni A, Lopes G, Halmos B, Akerley WL, Liu SV, Korn WM, Borghaei H. Surfaceome profiling to reveal unique therapeutic vulnerabilities in transcriptional subtypes of small cell lung cancer (SCLC). J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.8515] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8515 Background: Effective treatment options for SCLC remain limited and new treatment approaches are needed to improve outcome. We sought to validate the initial observation in cell lines and limited tissue samples of SCLC of a differential expression of cancer/testis (CT) antigens and TACSD2 gene that encodes surface protein, Trop2 across various subtypes of SCLC. We also tested whether overall surfaceome profile as previously described in other tumor types will show hierarchical priority of expression between transcriptionally defined SCLC subtypes. Methods: We conducted a comprehensive surfaceome profiling of SCLC samples using data generated by RNA sequencing (whole transcriptome) at Caris Life Sciences (Phoenix, AZ). SCLC tumors were stratified into 5 subgroups (SCLC-A/N/Y/P and -mixed) based on the relative expression of the four transcription factors. Expression values were converted to z-scores (the expression value for each gene is normalized to the average expression of that specific gene such that the z-score reflects the number of standard deviations above or below the average). The highest positive z-score among the 4 transcription factors determined subgroup. If all transcription factor z-scores for a given sample were negative, the sample was assigned to ‘Mixed’ subgroup. Significance was tested by Chi-square, Fisher’s exact test, or Mann-Whitney U test. Results: We employed data generated from 674 SCLC samples; median age of 66 years and male (48.7%). The SCLC subtype distribution was 241 (35.8%), 120 (17.8%), 40 (5.9%), 143 (21.2%), 130 (19.3%) for types A, N, P, Y and mixed respectively. Supervised analysis for TACSTD2 expression showed highest levels in YAP1 subtype and was overall significantly increased in SCLC-Y (̃3-fold) and SCLC-P (̃2-fold) subtypes compared to A, N and mixed subtypes. Similarly, SCLC-Y subtype showed the highest median expression as well as the strongest correlation with most TACSTD2-interacting and regulatory genes. A top 10 list of candidate surface protein gene out of 3699 surfaceome genes was defined for each subtype based on the strength of correlation. The top candidate surface protein gene and CT antigen gene respectively by subtype were: SCN3A (r = 0.7033, p = 1.08E-101) and NOL4, (r = 0.574, p = 2.46E-60) for SCLC-A; SSTR2, (r = 0.742, p = 8.18E-119) and TMEFF1, (r = 0.3601, p = 4.53E-22) for SCLC-N; TMPRSS13 (r = 0.5699, p = 2.64E-59) and LY6K (r = 0.4778, p = 9.80E-40) for SCLC-P; and CYBRD1 (r = 0.8559, p = 1.18E-194) and CTAGE5 (r = 0.5521, p = 4.95E-55) for SCLC-Y. Conclusions: SCLC-Y subtype showed the highest expression of TACSTD2 and its interacting and regulatory genes. This subtype could serve as an enrichment factor for antibody-drug-construct targeting TROP2. Several candidate CT antigens and surfaceome genes showing strong correlation with lineage-defining transcription factors offer additional therapeutic targets in SCLC.
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Affiliation(s)
| | | | | | | | - Gabriel Sica
- Department of Pathology UPMC Hillman Cancer Center, Pittsburgh, PA
| | - Sonam Puri
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Abdul Rafeh Naqash
- Medical Oncology/ TSET Phase 1 Program, Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK
| | | | - Shiven B. Patel
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicin V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Hirva Mamdani
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, MI
| | | | - Gilberto Lopes
- University of Miami Miller School of Medicine, Miami, FL
| | - Balazs Halmos
- Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, NY
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Seeber A, Elliott A, Modiano J, Untergasser G, von Mehren M, Rosenberg A, Khushman M, Dizon DS, Riedel RF, Trent JC, Zimmer K, Lagos G, DeNardo B, Sarver A, Puccini A, Walker P, Oberley MJ, Korn WM, Wolf D, Kocher F. Age as a factor in the molecular landscape and the tumor-microenvironmental signature of osteosarcoma. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.11525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11525 Background: Osteosarcoma (OS) incidence is characterized by a bimodal age distribution, with peaks in early adolescence and in adults > 65 years of age. In contrast to adolescents, OS in adults is frequently considered as a secondary neoplasm (i.e., transformation of Paget´s disease of the bone, radiation induced). Yet, the literature is scarce regarding the impact of age on the molecular landscape of OS. Herein, we sought to explore the association between age and the genomic profile as well as the tumor immune microenvironment (TME) in a large cohort of OS patients. Methods: 208 specimens were centrally analysed at the Caris Life Sciences laboratory with DNA seq (NextSeq, 592 gene panel or NovaSeq, whole-exome sequencing), RNA seq (Archer fusion panel or whole-transcriptome sequencing) and immunohistochemistry (IHC). RNA deconvolution and differential expression analyses were performed using the Microenvironment Cell Populations counter method for quantification of immune cell populations and gene expression profiling. The cohort was stratified into three distinct age groups (< 25 years [n = 83], 25-45 years [n = 58], > 45 years [67]). Results: Overall, the most frequently detected mutations were in TP53 (37%), RB1 (13%), ATRX (9%), TERT (6%), PTEN (5%), PIK3CA (4%) and KMT2D (3%). Copy number alterations were most frequently detected in CDK4 (12%), LRIG3 (11%), FLCN (11%), MDM2 (9%), CCND3 (9%), VEGFA (8%), TFEB (8%). Interestingly, age-based stratification revealed an increased frequency of FLCN (19.7 vs 4.7%, p < 0.01), CCND3 (13.9 vs 3.1%, p < 0.05), and HSP90AB1 (11.3 vs 0.0%, p < 0.01), alterations in patients < 25 years compared to > 45 years. TME analysis revealed that patients > 45 years have decreased B-cell abundance compared to patients < 25 years (2.9-fold decrease, p < 0.05) and 25-45 years (4.8-fold decrease, p < 0.05). Although not statistically significant, median transcriptional expression of PD-L1 was numerically increased in patients > 45 years (1.8-fold compared to 25-45 years, p = 0.17; 2.0-fold compared to < 25 years, p = 0.27), which was consistent with increasing rates of IHC PD-L1 expression with age (5.3%, 9.4%, and 17.5%, respectively, p = 0.06). Conclusions: To the best of our knowledge, this study represents the largest cohort of molecularly characterized OS. Age-associated differences in the genetic landscape and TME composition, including increased gene amplifications observed in younger patients and decreased B-cell abundance in older patients, might suggest fundamental underlying molecular and biological differences.
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Affiliation(s)
- Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Jaime Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Gerold Untergasser
- Department ofInternal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Andrew Rosenberg
- University of Miami Miller School of Medicine/Sylvester Comprehensive Cancer Center, Miami, FL
| | - Moh'd Khushman
- University of Alabama School of Medicine, Birmingham, AL
| | - Don S. Dizon
- Lifespan Cancer Institute and Brown University, Providence, RI
| | | | - Jonathan C. Trent
- University of Miami Miller School of Medicine/Sylvester Comprehensive Cancer Center, Miami, FL
| | - Kai Zimmer
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Bradley DeNardo
- Division of Pediatric Hematology-Oncology, Hasbro Children’s Hospital, The Warren Alpert Medical School of Brown University, Providence, RI
| | | | - Alberto Puccini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | | | | | - Domink Wolf
- Universitätsklinik für Innere Medizin Hämatologie & Onkologie, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicin V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
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25
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Gholami S, Baca Y, Brodskiy P, Xiu J, Manji GA, Seeber A, Saeed A, Weinberg BA, Khushman MM, Shroff RT, Abraham J, Shields AF, Lenz HJ, Marshall J, Korn WM, Lou E. CXCR4 overexpression: An indicator of poor survival and predictor of response to immunotherapy in patients with metastatic colorectal cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3546 Background: CXC-chemokine receptor 4 (CXCR4) is a ubiquitous chemokine receptor activated by the CXCL12 ligand and is implicated in tumor invasion, metastasis, and immune cell (IC) trafficking. High CXCR4 expression is associated with poor prognosis in colorectal cancer (CRC). < 10% of metastatic CRC cases harbor microsatellite instability (MSI-H) and demonstrate lower tumor mutation burden (TMB), decreased IC infiltration, and lack of response to current immunotherapy regimens. This study aims to interrogate the role of CXCR4 mRNA expression on the the tumor microenvironment (TME) and its prognostic and predictive value to tailor immunotherapeutic treatment strategies in CRC. Methods: A total of 15,026 CRC samples were analyzed using whole-exome sequencing, whole-transcriptome sequencing, and immunohistochemistry (Caris Life Sciences, Phoenix, AZ). Study cohort was stratified by CXCR4 mRNA expression levels in quartiles (Q1 (low) vs Q4 (high)). IC fraction was calculated by QuantiSeq, and real-world overall survival information was obtained from insurance claims data and calculated from tissue collection time to last day of contact. Statistical significance was determined using chi-square/Fisher-Exact and adjusted for multiple comparisons (q < 0.05). Results: Samples obtained from metastatic sites showed higher CXCR4 mRNA expression than those from primary tumors (22.7 vs 18.6 median transcripts per million (TPM), p < 0.001). CXCR4 mRNA expression was significantly lower in liver metastases than in non-liver metastases (21.2 vs 24.8 TPM, p < 0.001). Median CXCR4 mRNA expression was highest in the consensus molecular subtypes 4 (33.3 TPM) and lowest in 3 (13.0 TPM, p < 0.05). CXCR4 mRNA expression was positively associated with TMB-H, MSI-H/dMMR, and positive PD-L1 IHC status. In the TME, high CXCR4 mRNA expression was observed in tumors with a higher IC infiltration including B cells, M1/M2 macrophages, NK cells, CD8+ T cells and T-regs, regardless of MSI status. High CXCR4 mRNA expression in the primary tumor was associated with poor prognosis (HR 0.77, 95% CI 0.70-0.85; p < 0.001), regardless of MSI-status. In metastatic tumors, low mRNA expression was correlated with improved survival (HR 0.89, 95% CI 0.80-0.99; p = 0.34); however, this did not reach statistical significance in the MSS cohort (HR 0.90, 95% CI 0.80-1.0; p = 0.06). Of note, high CXCR4 mRNA expression was associated with improved survival in all patients with CRC who received pembrolizumab (HR 2.12, 95% CI 1.16-3.91; p = 0.013). Conclusions: This is the largest clinical dataset to date demonstrating high CXCR4 expression as a predictor for poor survival in CRC. Furthermore, high CXCR4 expression was associated with improved outcome after checkpoint inhibition immunotherapy, indicating its strong potential as a predictive biomarker that could inform immunotherapeutic strategies in CRC.
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Affiliation(s)
- Sepideh Gholami
- University of California Davis Comprehensive Cancer Center, Sacramento, CA
| | | | | | | | - Gulam Abbas Manji
- Columbia University Herbert Irving Comprehensive Cancer Center, New York, NY
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Anwaar Saeed
- University of Kansas Cancer Center, Westwood, KS
| | - Benjamin Adam Weinberg
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC
| | - Moh'd M. Khushman
- Department of Hematology-Oncology, University of Alabama at Birmingham/O'Neal Comprehensive Cancer Center, Birmingham, AL
| | | | | | | | - Heinz-Josef Lenz
- Division of Medical Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | | | - Emil Lou
- Masonic Cancer Center/ University of Minnesota School of Medicine, Minneapolis, MN
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26
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Puccini A, Poorman K, Catalano F, Seeber A, Goldberg RM, Salem ME, Shields AF, Berger MD, Battaglin F, Tokunaga R, Naseem M, Zhang W, Philip PA, Marshall JL, Korn WM, Lenz HJ. Molecular profiling of signet-ring-cell carcinoma (SRCC) from the stomach and colon reveals potential new therapeutic targets. Oncogene 2022; 41:3455-3460. [PMID: 35618879 DOI: 10.1038/s41388-022-02350-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 05/04/2022] [Accepted: 05/06/2022] [Indexed: 11/09/2022]
Abstract
Signet ring cell carcinoma (SRCC) is rare: about 10% of gastric cancer (GC) and 1% of colorectal cancer (CRC). SRCC is associated with poor prognosis, however the underlying molecular characteristics are unknown. SRCCs were analyzed using NGS, immunohistochemistry, and in situ hybridization. Tumor mutational burden (TMB) was calculated based on somatic nonsynonymous missense mutations, and microsatellite instability (MSI) was evaluated by NGS of known MSI loci. A total of 8500 CRC and 1100 GC were screened. Seventy-six SRCC were identified from the CRC cohort (<1%) and 98 from the GC cohort (9%). The most frequently mutated genes in CRC-SRCC were TP53 (47%), ARID1A (26%), APC (25%); in GC-SRCC were TP53 (42%), ARID1A (27%), CDH1 (11%). When compared to non-SRCC histology (N = 3522), CRC-SRCC (N = 37) more frequently had mutations in BRCA1 (11% vs 1%, P < 0.001) and less frequently mutations in APC (19% vs 78%, P < 0.001), KRAS (22% vs 51%, P = 0.001) and TP53 (47% vs 73%, P = 0.001). Among the GC cohort, SRCC (N = 54) had a higher frequency of mutations in CDH1, BAP1, and ERBB2, compared to non-SRCC (N = 540). Our data suggest that SRCCs harbor a similar molecular profile, regardless of the tumor location. Tailored therapy may become available for these patients.
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Affiliation(s)
- Alberto Puccini
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,University of Genoa, Ospedale Policlinico San Martino-IRCCS, Genova, Italy
| | | | - Fabio Catalano
- University of Genoa, Ospedale Policlinico San Martino-IRCCS, Genova, Italy
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Innsbruck Medical University, Innsbruck, Austria
| | | | | | - Anthony F Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Martin D Berger
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Francesca Battaglin
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Ryuma Tokunaga
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Madiha Naseem
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wu Zhang
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - John L Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | | | - Heinz-Josef Lenz
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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27
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Seeber A, Battaglin F, Zimmer K, Kocher F, Baca Y, Xiu J, Spizzo G, Novotny-Diermayr V, Rieder D, Puccini A, Swensen J, Ellis M, Goldberg RM, Grothey A, Shields AF, Marshall JL, Weinberg BA, Sackstein PE, Hon Lim K, San Tan G, Nabhan C, Korn WM, Amann A, Trajanoski Z, Berger MD, Lou E, Wolf D, Lenz HJ. Comprehensive analysis of R-spondin fusions and RNF43 mutations implicate novel therapeutic options in colorectal cancer. Clin Cancer Res 2022; 28:1863-1870. [PMID: 35254413 DOI: 10.1158/1078-0432.ccr-21-3018] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 11/23/2021] [Accepted: 02/10/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Gene fusions involving R-spondin (RSPOfp) and RNF43 mutations have been shown to drive Wnt-dependent tumor initiation in colorectal cancer (CRC). Herein, we aimed to characterize the molecular features of RSPOfp/RNF43 mutated (mut) compared to wildtype CRCs to gain insights into potential rationales for therapeutic strategies. EXPERIMENTAL DESIGN A discovery cohort was classified for RSPOfp/RNF43 status using DNA/RNA sequencing and immunohistochemistry. An independent cohort was used to validate our findings. RESULTS The discovery cohort consisted of 7,245 CRC samples. RSPOfp and RNF43 mutations were detected in 1.3% (n=94) and 6.1% (n=443) of cases. We found 5 RSPO fusion events that had not previously been reported (e.g. IFNGR1-RSPO3). RNF43-mut tumors were associated with right-sided primary tumors. No RSPOfp tumors had RNF43 mutations. In comparison to wildtype CRCs, RSPOfp tumors were characterized by a higher frequency of BRAF, BMPR1A and SMAD4 mutations. APC mutations were observed in only a minority of RSPOfp-positive compared to wildtype cases (4.4 vs. 81.4%). Regarding RNF43 mutations, a higher rate of KMT2D and BRAF mutations were detectable compared to wildtype samples. While RNF43 mutations were associated with a microsatellite instability (MSI-H)/mismatch repair deficiency (dMMR) phenotype (64.3%), and a TMB {greater than or equal to}10 mt/Mb (65.8%), RSPOfp was not associated with MSI-H/dMMR. The validation cohort replicated our genetic findings. CONCLUSIONS This is the largest series of RSPOfp/RNF43-mut CRCs reported to date. Comprehensive molecular analyses asserted the unique molecular landscape associated with RSPO/RNF43 and suggested potential alternative strategies to overcome the low clinical impact of Wnt-targeted agents and immunotherapy.
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Affiliation(s)
| | - Francesca Battaglin
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Kai Zimmer
- Medical University of Innsbruck, Innsbruck, Austria
| | | | - Yasmine Baca
- Caris Life Sciences (United States), Phoenix, United States
| | - Joanne Xiu
- Caris Life Sciences (United States), Phoenix, AZ, United States
| | - Gilbert Spizzo
- Department of Internale Medicine, Oncologic Day Hospital, Bressanone-Brixen, South Tyrol, Italy
| | | | | | - Alberto Puccini
- IRCCS Ospedale Policlinico San Martino, Genova, Italy, Italy
| | | | - Michelle Ellis
- Caris Life Sciences (United States), Phoenix, United States
| | - Richard M Goldberg
- The West Virginia University Cancer Institute, Morgantown, WV, United States
| | - Axel Grothey
- West Cancer Center, Germantown, TN, Germantown, TN, United States
| | | | | | - Benjamin A Weinberg
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, United States
| | - Paul E Sackstein
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, United States
| | - Kiat Hon Lim
- Translational Pathology centre, Department of Molecular Pathology, Singapore General Hospital, Singapore
| | - Gek San Tan
- Translational Pathology centre, Department of Molecular Pathology, Singapore General Hospital, Singapore
| | - Chadi Nabhan
- Caris Life Sciences and College of Pharmacy, University of South Carolina, Deerfield, United States
| | - W Michael Korn
- Caris Life Sciences (United States), Phoenix, AZ, United States
| | - Arno Amann
- Innsbruck Medical Universtiy, Innsbruck, Austria
| | | | | | - Emil Lou
- University of Minnesota, Minneapolis, MN, United States
| | - Dominik Wolf
- Innsbruck Medical University, Innsbruck, Tyrol, Austria
| | - Heinz-Josef Lenz
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
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Kocher F, Seeber A, Fauser J, Petzer V, Wolf D, Feistritzer C. High SARS-CoV-2 vaccination coverage but still room for improvement in patients with haemophila: A single-centre analysis. Haemophilia 2022; 28:e71-e72. [PMID: 35106872 DOI: 10.1111/hae.14500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/05/2022] [Accepted: 01/21/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Josia Fauser
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Verena Petzer
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Clemens Feistritzer
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
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Arora SP, Gandhi N, Walker P, Shields AF, Seeber A, Lopes G, Yee N, He AR, Saeed A, Shroff RT, El-Deiry WS, Hsieh D, Philip PA, Sohal DPS, El-Khoueiry AB, Lou E, Spetzler D, Marshall J, Korn WM, Kapoor V. Molecular profile of hepatocellular carcinoma (HCC) in older versus younger adults: Does age matter? J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.4_suppl.477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
477 Background: HCC is increasingly prevalent in older adults with rising incidence and an aging population worldwide. Retrospective studies show older patients with HCC may have an increased survival compared to younger patients. However, data is lacking regarding the genomic and biologic differences, that if identified, would potentially change how we treat this disease in younger vs. older patients. Hence, there is a need to better characterize the molecular landscape of the disease in an age-specific manner. We analyzed the association of age with genomic alterations and therapeutic response to sorafenib in a cohort of advanced HCC that had undergone comprehensive molecular profiling. Methods: 487 HCC samples (excluding variants) were analyzed using Next Generation Sequencing (592 gene panel, NextSeq), Whole Exome and Whole Transcriptome Sequencing (NovaSeq), and IHC at Caris Life Sciences (Phoenix, AZ). PD-L1 positivity was determined by IHC (SP-142 clone, cutoff ≥1, 1%). Tumor mutational burden (TMB) was a measure of total somatic mutations per Mb. Immune cell populations were determined by Microenvironment Cell Population (MCP) counter analysis of RNA expression data. Overall survival (OS) calculated from tissue collection to last contact and time on treatment (TOT) with sorafenib were extracted from insurance claims and calculated using Kaplan-Meier curves. Statistical analysis was done using Chi-square, Fisher Exact and Wilcoxon rank sum tests, with p values adjusted for multiple comparisons and q<0.05. Results: Differences in the molecular landscape of HCC stratified by patient age were assayed using a ternary classification based on 1 standard deviation from the mean age (mean age=65; <53: A1 (n=51), 53-77: A2 (n=361), >77: A3 (n=75)). With age, mutational frequencies in CTNNB1 (A1=13.04%, A2=33.43%, A3=38.24%) and TERT (A1=25%, A2=68.84%, A3=76.92%) increased, while ATM (A1=6.52%, A2=0.93%, A3=1.49%) decreased (p<0.05, q>0.05). There were fold increases in median TMB (A2/A1=1.33, A3/A1=1.33, p<0.01), LAG3 (A2/A1=1.75, A3/A1=1.93 p<0.01), CTLA4 (A2/A1=2.05, A3/A1=2.15, p<0.05) expression; median cell fractions of CD8+ T cells (A2/A1=1.37, A3/A1=1.50, p<0.05) & B cells (A3/A1=3.01 p<0.05) increased while cancer associated fibroblasts (A1/A2=0.62, A1/A3=0.69, p<0.01) decreased with age. PD-L1 was not statistically significant. While there was no change in OS, reduced TOT with sorafenib was observed in patients aged>65 (p=0.013). Conclusions: Increased alterations in oncogenic drivers and estimates of CD8+ T cells and B cells were observed in the elderly population with HCC. The enhanced presence of co-inhibitory molecules suggests potential immune evasion. While we observed reduced TOT with sorafenib, additional studies are needed to elucidate the impact of molecular alterations on outcomes with sorafenib and newer therapies (i.e. immunotherapy) in older adults.
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Affiliation(s)
| | | | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Nelson Yee
- Penn State Cancer Institute, Hershey, PA
| | - Aiwu Ruth He
- Georgetown University Lombardi Comprehensive Cancer Center, Washington, DC
| | - Anwaar Saeed
- Kansas University Cancer Center, Kansas City, KS
| | | | | | - David Hsieh
- University of Texas Southwestern Medical Center, Dallas, TX
| | | | | | | | - Emil Lou
- University of Minnesota School of Medicine, Minneapolis, MN
| | | | | | | | - Vidit Kapoor
- Mays Cancer Center, UT Health San Antonio, San Antonio, TX
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Lengyel CG, Hussain S, Seeber A, Jamil Nidhamalddin S, Trapani D, Habeeb BS, Elfaham E, Mazher SA, Seid F, Khan SZ, El Bairi K, Odhiambo A, Altuna SC, Petrillo A. FGFR Pathway Inhibition in Gastric Cancer: The Golden Era of an Old Target? Life (Basel) 2022; 12:81. [PMID: 35054474 PMCID: PMC8778800 DOI: 10.3390/life12010081] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/02/2022] [Accepted: 01/04/2022] [Indexed: 02/05/2023] Open
Abstract
Gastric cancer (GC) is the third leading cause of cancer-associated death worldwide. The majority of patients are diagnosed at an advanced/metastatic stage of disease due to a lack of specific symptoms and lack of screening programs, especially in Western countries. Thus, despite the improvement in GC therapeutic opportunities, the survival is disappointing, and the definition of the optimal treatment is still an unmet need. Novel diagnostic techniques were developed in clinical trials in order to characterize the genetic profile of GCs and new potential molecular pathways, such as the Fibroblast Growth Factor Receptor (FGFR) pathway, were identified in order to improve patient's survival by using target therapies. The aim of this review is to summarize the role and the impact of FGFR signaling in GC and to provide an overview regarding the potential effectiveness of anti-FGFR agents in GC treatment in the context of precision medicine.
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Affiliation(s)
- Csongor G. Lengyel
- Head and Neck Surgery, National Institute of Oncology, 1122 Budapest, Hungary;
| | - Sadaqat Hussain
- Oncology Department, University Hospital of Leicester, Leicester LE1 5WW, UK;
| | - Andreas Seeber
- Comprehensive Cancer Center Innsbruck, Department of Hematology and Oncology, Medical University of Innsbruck, 6020 Innsbruck, Austria;
| | | | | | - Baker S. Habeeb
- Medical Oncology, Shaqlawa Teaching Hospital, Erbil 44001, Iraq;
| | - Essam Elfaham
- Department of Hematoncology, Kuwait Cancer Control Center (KCCC), Kuwait City 20001, Kuwait;
| | - Syed Ayub Mazher
- Division of Internal Medicine, UT Southwestern Clements University Hospital, Dallas, TX 75390, USA;
| | - Fahmi Seid
- Department of Oncology, College of Medicine and Health Sciences, Hawassa University, Hawassa 1560, Ethiopia;
| | - Shah Z. Khan
- Department of Clinical Oncology, BINOR Cancer Hospital, Bannu 28000, Pakistan;
| | | | - Andrew Odhiambo
- Unit of Medical Oncology, Department of Clinical Medicine, University of Nairobi, Nairobi 00202, Kenya;
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Shi Y, Liu X, Liu J, Zhang D, Liu X, Yue Y, Zhou Q, Gao X, Chen M, Xu Y, Zhao J, Zhong W, Provencio M, Jassem J, Williams TM, Seeber A, Kocher F, Wang M. Correlations between peripheral blood biomarkers and clinical outcomes in advanced non-small cell lung cancer patients who received immunotherapy-based treatments. Transl Lung Cancer Res 2021; 10:4477-4493. [PMID: 35070755 PMCID: PMC8743518 DOI: 10.21037/tlcr-21-710] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/02/2021] [Indexed: 11/06/2022]
Abstract
Background Methods Results Conclusions
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Affiliation(s)
- Yuequan Shi
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xiaoyan Liu
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jia Liu
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Dongming Zhang
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xiangning Liu
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Yuan Yue
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Qing Zhou
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xiaoxing Gao
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Minjiang Chen
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Yan Xu
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jing Zhao
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Wei Zhong
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Mariano Provencio
- Medical Oncology Department, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Jacek Jassem
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Terence M. Williams
- Department of Radiation Oncology, City of Hope National Medical Center, Duarte, CA, USA
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Mengzhao Wang
- Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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Shao C, Wang Y, Pan M, Guo K, Molnar TF, Kocher F, Seeber A, Barr MP, Navarro A, Han J, Ma Z, Yan X. The DNA damage repair-related gene PKMYT1 is a potential biomarker in various malignancies. Transl Lung Cancer Res 2021; 10:4600-4616. [PMID: 35070764 PMCID: PMC8743528 DOI: 10.21037/tlcr-21-973] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/17/2021] [Indexed: 11/13/2022]
Abstract
Background Protein kinase membrane associated tyrosine/threonine 1 (PKMYT1) regulates cell cycle and is a part of DNA damage repair (DDR)-related signaling. Recent studies have identified a role for PKMYT1 in tumor immunity and DDR. Thus, we initiated this study aiming to characterize the molecular and immunological portrait of PKMYT1 in cancer. Methods Transcriptomic data extrapolated from Genotype-Tissue Expression (GTEx), The Cancer Genome Atlas (TCGA), and Cancer Cell Line Encyclopedia (CCLE) datasets were used to determine the mRNA expression levels of PKMYT1. PKMYT1 mRNA expression status was correlated with patients’ prognosis as well as immune neoantigens, and immune checkpoints in 34 different tumors. The Tumor Immune Estimation Resource (TIMER) dataset was used to analyze immune infiltrating scores. Results PKMYT1 mRNA is differentially expressed in common tumors and high expression levels of PKMYT1 mRNA is associated with poor prognosis except for malignant thymoma (THYM). In addition, PKMYT1 mRNA expression was correlated with tumor-infiltrating immune cells particularly in lung squamous cell carcinoma, esophageal carcinoma, THYM, and lung adenocarcinoma. An upregulation of immune checkpoints and neoantigens was observed in tumors with a high PKMYT1 mRNA expression. Data from gene set enrichment analysis (GSEA) revealed that PKMYT1 is involved in tumor immunogenicity, metabolism, and cell cycle progression. Conclusions PKMYT1 is differentially expressed in various cancers and exerts an important effect on tumor immunity and progression. The PKMYT1 gene holds the potential as a new potential biomarker. Therefore, further studies are clearly needed to elaborate our findings.
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Affiliation(s)
- Changjian Shao
- Department of Thoracic Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
- Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, China
| | - Yuanyong Wang
- Department of Thoracic Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
| | - Minghong Pan
- Department of Thoracic Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
| | - Kai Guo
- Department of Thoracic Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
- Department of Thoracic Surgery, Shaanxi Provincial People’s Hospital, The Third Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Tamas F. Molnar
- Department of Operational Medicine, Faculty of Medicine, University of Pécs, Pécs, Hungary
| | - Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Martin P. Barr
- Thoracic Oncology Research Group, School of Medicine, Trinity Translational Medicine Institute, Trinity Centre for Health Sciences, St. James’s Hospital and Trinity College Dublin, Dublin, Ireland
| | - Alfons Navarro
- Molecular Oncology and Embryology Laboratory, Human Anatomy Unit, Faculty of Medicine and Health Sciences, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - Jing Han
- Department of Ophthalmology, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
| | - Zhiqiang Ma
- Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, Beijing, China
| | - Xiaolong Yan
- Department of Thoracic Surgery, Tangdu Hospital, The Fourth Military Medical University, Xi’an, China
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Zimmer K, Kocher F, Puccini A, Seeber A. Targeting BRCA and DNA Damage Repair Genes in GI Cancers: Pathophysiology and Clinical Perspectives. Front Oncol 2021; 11:662055. [PMID: 34707985 PMCID: PMC8542868 DOI: 10.3389/fonc.2021.662055] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 09/15/2021] [Indexed: 12/11/2022] Open
Abstract
Mutated germline alleles in the DNA damage repair (DDR) genes “breast cancer gene 1” (BRCA1) and BRCA2 have originally been identified as major susceptibility genes in breast and ovarian cancers. With the establishment and approval of more cost-effective gene sequencing methods, germline and somatic BRCA mutations have been detected in several cancers. Since the approval of poly (ADP)-ribose polymerase inhibitors (PARPi) for BRCA-mutated cancers, BRCA mutations gained rising therapeutic implications. The impact and significance of BRCA mutations have been evaluated extensively in the last decades. Moreover, other genes involved in the DDR pathway, such as ATM, ATR, or CHK1, have emerged as potential new treatment targets, as inhibitors of these proteins are currently under clinical investigation. This review gives a concise overview on the emerging clinical implications of mutations in the DDR genes in gastrointestinal cancers with a focus on BRCA mutations.
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Affiliation(s)
- Kai Zimmer
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Medical Oncology Unit 1, Ospedale Policlinico San Martino Istituto di ricovero e cura a carattere scientifico (IRCCS), University of Genoa, Genoa, Italy
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
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Puccini A, Seeber A, Xiu J, Goldberg RM, Soldato D, Grothey A, Shields AF, Salem ME, Battaglin F, Berger MD, El-Deiry WS, Tokunaga R, Naseem M, Zhang W, Arora SP, Khushman MM, Hall MJ, Philip PA, Marshall JL, Korn WM, Lenz HJ. Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients. NPJ Precis Oncol 2021; 5:95. [PMID: 34707195 PMCID: PMC8551277 DOI: 10.1038/s41698-021-00230-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 09/14/2021] [Indexed: 01/01/2023] Open
Abstract
Lymph nodes (LNs) and distant metastases can arise from independent subclones of the primary tumor. Herein, we characterized the molecular landscape and the differences between LNs, distant metastases and primary colorectal cancers (CRCs). Samples were analyzed using next generation sequencing (NGS, MiSeq on 47 genes, NextSeq on 592 genes) and immunohistochemistry. Tumor mutational burden (TMB) was calculated based on somatic nonsynonymous missense mutations, and microsatellite instability (MSI) was evaluated by NGS of known MSI loci. In total, 11,871 samples were examined, comprising primaries (N = 5862), distant (N = 5605) and LNs metastases (N = 404). The most frequently mutated genes in LNs were TP53 (72%), APC (61%), KRAS (39%), ARID1A (20%), PIK3CA (12%). LNs showed a higher mean TMB (13 mut/MB) vs distant metastases (9 mut/MB, p < 0.0001). TMB-high (≥17mut/MB) and MSI-H (8.8% and 6.9% vs 3.7%, p < 0.001 and p = 0.017, respectively) classifications were more frequent in primaries and LNs vs distant metastases (9.5% and 8.8% vs 4.2%, p < 0.001 and p = 0.001, respectively). TMB-high is significantly more common in LNs vs distant metastases and primaries (P < 0.0001), regardless MSI-H status. Overall, LNs showed significantly different rates of mutations in APC, KRAS, PI3KCA, KDM6A, and BRIP1 (p < 0.01) vs primaries, while presenting a distinct molecular profile compared to distant metastases. Our cohort of 30 paired samples confirmed the molecular heterogeneity between primaries, LNs, and distant metastases. Our data support the hypothesis that lymphatic and distant metastases harbor different mutational landscape. Our findings are hypothesis generating and need to be examined in prospective studies.
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Affiliation(s)
- Alberto Puccini
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,University of Genoa, Medical Oncology Unit 1, Ospedale Policlinico San Martino, Genoa, Italy
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | | | - Davide Soldato
- University of Genoa, Medical Oncology Unit 1, Ospedale Policlinico San Martino, Genoa, Italy
| | - Axel Grothey
- West Cancer Center, University of Tennessee, Germantown, TN, USA
| | - Anthony F Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Mohamed E Salem
- Levine Cancer Institute, Carolinas HealthCare System, Charlotte, NC, USA
| | - Francesca Battaglin
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Martin D Berger
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wafik S El-Deiry
- Brown University and Lifespan Cancer Institute (LCI), Providence, RI, USA
| | - Ryuma Tokunaga
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Madiha Naseem
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wu Zhang
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Moh'd M Khushman
- The University of South Alabama, Mitchell Cancer Institute, Mobile, AL, USA
| | - Michael J Hall
- Medical Oncology and Population Sciences, Fox Chase Cancer Center, Phoenix, AZ, USA
| | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - John L Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | | | - Heinz-Josef Lenz
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Müller M, Posch F, Kiem D, Barth D, Horvath L, Stotz M, Schaberl-Moser R, Pichler M, Greil R, Jost PJ, Seeber A, Amann A, Schlick K, Gerger A, Riedl JM. Benefit of second-line therapy for advanced esophageal squamous cell carcinoma: a tri-center propensity score analysis. Ther Adv Med Oncol 2021; 13:17588359211039930. [PMID: 34616490 PMCID: PMC8488508 DOI: 10.1177/17588359211039930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 07/26/2021] [Indexed: 12/24/2022] Open
Abstract
Background The level of evidence for palliative second-line therapy in advanced esophageal squamous cell carcinoma (aESCC) is limited. This is the first study that reports efficacy data comparing second-line therapy + active symptom control (ASC) versus ASC alone in aESCC. Methods We conducted a tri-center retrospective cohort study (n = 166) including patients with aESCC who had experienced disease progression on palliative first-line therapy. A propensity score model using inverse probability of treatment weighting (IPTW) was implemented for comparative efficacy analysis of overall survival (OS) in patients with second-line + ASC (n = 92, 55%) versus ASC alone (n = 74, 45%). Results The most frequent second-line regimens used were docetaxel (36%) and paclitaxel (18%). In unadjusted primary endpoint analysis, second-line + ASC was associated with significantly longer OS compared with ASC alone [hazard ratio (HR) = 0.49, 95% confidence interval (CI): 0.35-0.69, p < 0.0001]. However, patients in the second-line + ASC group were characterized by more favorable baseline features including a better Eastern Cooperative Oncology Group (ECOG) performance status, a longer first-line treatment duration and lower C-reactive protein levels. After rigorous adjusting for baseline confounders by re-weighting the data with the IPTW the favorable association between second-line and longer OS weakened but prevailed. The median OS was 6.1 months in the second-line + ASC group and 3.2 months in the ASC group, respectively (IPTW-adjusted HR = 0.40, 95% CI: 0.24-0.69, p = 0.001). Importantly, the benefit of second-line was consistent across several clinical subgroups, including patients with ECOG performance status ⩾1 and age ⩾65 years. The most common grade 3 or 4 adverse events associated with palliative second-line therapy were hematological toxicities. Conclusion This real-world study supports the concept that systemic second-line therapy prolongs survival in patients with aESCC.
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Affiliation(s)
- Moritz Müller
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Florian Posch
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Dominik Kiem
- IIIrd Medical Department of Hematology, Medical Oncology, Hemostaseology, Rheumatology and Infectious Disease, Salzburg Cancer Research Institute, Paracelsus Medical University, Salzburg, Austria
| | - Dominik Barth
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Lena Horvath
- Department of Internal Medicine V: Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Michael Stotz
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Renate Schaberl-Moser
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Martin Pichler
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Richard Greil
- IIIrd Medical Department of Hematology, Medical Oncology, Hemostaseology, Rheumatology and Infectious Disease, Salzburg Cancer Research Institute, Paracelsus Medical University, Salzburg, Austria
| | - Philipp J Jost
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Andreas Seeber
- Department of Internal Medicine V: Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Arno Amann
- Department of Internal Medicine V: Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Konstantin Schlick
- IIIrd Medical Department of Hematology, Medical Oncology, Hemostaseology, Rheumatology and Infectious Disease, Salzburg Cancer Research Institute, Paracelsus Medical University, Salzburg, Austria
| | - Armin Gerger
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Jakob M Riedl
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Auenbruggerplatz 15, Graz 8036, Austria
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Spizzo G, Puccini A, Xiu J, Goldberg RM, Grothey A, Shields AF, Arora SP, Khushman M, Salem ME, Battaglin F, Baca Y, El-Deiry WS, Philip PA, Nassem M, Hall M, Marshall JL, Kocher F, Amann A, Wolf D, Korn WM, Lenz HJ, Seeber A. Molecular profile of BRCA-mutated biliary tract cancers. ESMO Open 2021; 5:e000682. [PMID: 32576609 PMCID: PMC7312328 DOI: 10.1136/esmoopen-2020-000682] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 03/04/2020] [Accepted: 03/13/2020] [Indexed: 12/21/2022] Open
Abstract
Introduction Prognosis of biliary tract cancers (BTC) remains dismal and novel treatment strategies are needed to improve survival. BRCA mutations are known to occur in BTC but their frequency and the molecular landscape in which they are observed in distinct sites of BTC remain unknown. Material and methods Tumour samples from 1292 patients with BTC, comprising intrahepatic cholangiocarcinoma (IHC, n=746), extrahepatic cholangiocarcinoma (EHC, n=189) and gallbladder cancer (GBC, n=353), were analysed using next-generation sequencing (NGS). Tumour mutational burden (TMB) was calculated based on somatic non-synonymous missense mutations. Determination of tumour mismatch repair (MMR) or microsatellite instability (MSI) status was done by fragment analysis, immunohistochemistry and the evaluation of known microsatellite loci by NGS. Programmed death ligand 1 expression was analysed using immunohistochemistry. Results Overall, BRCA mutations were detected in 3.6% (n=46) of samples (BRCA1: 0.6%, BRCA2: 3%) with no significant difference in frequency observed based on tumour site. In GBC and IHC, BRCA2 mutations (4.0% and 2.7%) were more frequent than BRCA1 (0.3% and 0.4%, p<0.05) while in EHC, similar frequency was observed (2.6% for BRCA2 vs 2.1% for BRCA1). BRCA mutations were associated with a higher rate in subjects with MSI-H/deficient mismatch repair (19.5% vs 1.7%, p<0.0001) and tumours with higher TMB, regardless of the MMR or MSI status (p<0.05). Conclusions BRCA mutations are found in a subgroup of patients with BTC and are characterised by a distinct molecular profile. These data provide a rationale testing poly(ADP-ribose)polymeraseinhibitors and other targeted therapies in patients with BRCA-mutant BTC.
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Affiliation(s)
- Gilbert Spizzo
- Department of Internal Medicine, Oncologic Day Hospital, Hospital of Bressanone (SABES-ASDAA), Bressanone-Brixen, Italy
| | - Alberto Puccini
- Oncologia Medica 1, Ospedale Policlinico San Martino-IRCCS, Genoa, Italy
| | - Joanne Xiu
- Caris Life Sciences, Phoenix, Arizona, USA
| | - Richard M Goldberg
- West Virginia University Cancer Institute, Morgantown, West Virginia, USA
| | | | - Anthony F Shields
- epartment of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | | | | | | | - Francesca Battaglin
- University of Southern California-Norris Comprehensive Cancer Center and Hospital, Los Angeles, California, USA
| | | | | | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Detroit, Michigan, USA
| | - Madiha Nassem
- University of Southern California-Norris Comprehensive Cancer Center and Hospital, Los Angeles, California, USA
| | - Michael Hall
- Fox Chase Cancer Institute, Philadelphia, Pennsylvania, USA
| | - John L Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Arno Amann
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Heinz-Josef Lenz
- University of Southern California-Norris Comprehensive Cancer Center and Hospital, Los Angeles, California, USA
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria.
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Kocher F, Tymoszuk P, Amann A, Sprung S, Salcher S, Daum S, Haybaeck J, Rinnerthaler G, Huemer F, Kauffmann-Guerrero D, Tufman A, Seeber A, Wolf D, Pircher A. Deregulated glutamate to pro-collagen conversion is associated with adverse outcome in lung cancer and may be targeted by renin-angiotensin-aldosterone system (RAS) inhibition. Lung Cancer 2021; 159:84-95. [PMID: 34315093 DOI: 10.1016/j.lungcan.2021.06.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 06/13/2021] [Accepted: 06/18/2021] [Indexed: 01/04/2023]
Abstract
BACKGROUND The tumor-microenvironment (TME) represents an attractive therapeutic target in NSCLC and plays an important role for efficacy of cancer therapeutics. We hypothesized that upregulation of collagen synthesis might be associated with adverse outcome in NSCLC. Literature evidence suggests that renin-angiotensin system inhibitors (RASi) decrease collagen deposition. Therefore, we aimed to explore the prognostic role of RASi intake and their influence on the TME in NSCLC. METHODS Four publicly available datasets were used to evaluate the impact of key enzymes involved in collagen biosynthesis. To investigate the influence of RASi intake on the TME and prognosis we evaluated a cohort of metastatic NSCLC patients and performed histopathological characterization of the TME. A three-dimensional microtissue in vitro model was developed to define the impact of RASi on collagen synthesis. RESULTS Expression of three genes of the collagen synthesis pathway, ALDH18A1, PLOD2 and P4HA1, was upregulated in NSCLC compared to normal lung tissue and linked to shortened overall survival in all investigated cohorts. Together, these genes formed a 'Collagen Signature' which represents an independent unfavourable prognostic factor in two NSCLC cohorts and was linked to alterations of the extracellular matrix deposition and cell cycle pathways. In the cohort of metastatic NSCLC, RASi intake was linked to improved overall response rate and survival. Exploratory in vitro experiments revealed that RASi led to a dose dependent reduction of collagen deposition and degradation of three-dimensional lung cancer cell spheroids. CONCLUSION We demonstrate that collagen synthesis is a key upregulated process in the NSCLC TME and its transcriptional readout, the three gene Collagen Signature is independently associated with poor outcome. Pharmacological targeting of this pathways e.g. by RASi bears potential of improving outcome in NSCLC.
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Affiliation(s)
- Florian Kocher
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Piotr Tymoszuk
- Department of Internal Medicine II, Laboratory for Immunotherapy, Medical University of Innsbruck, Innsbruck, Austria; Data Analytics Service Tirol, daas.tirol, Innsbruck, Austria
| | - Arno Amann
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Susanne Sprung
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria
| | - Stefan Salcher
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Sophia Daum
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Johannes Haybaeck
- Department of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria; Diagnostic & Research Center for Molecular Biomedicine, Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Gabriel Rinnerthaler
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Center for Clinical Cancer and Immunology Trials (CCCIT), Paracelsus Medical University, Salzburg, Austria
| | - Florian Huemer
- Department of Internal Medicine III with Haematology, Medical Oncology, Haemostaseology, Infectiology and Rheumatology, Oncologic Center, Salzburg Cancer Research Institute-Laboratory for Immunological and Molecular Cancer Research (SCRI-LIMCR), Center for Clinical Cancer and Immunology Trials (CCCIT), Paracelsus Medical University, Salzburg, Austria
| | - Diego Kauffmann-Guerrero
- Division of Respiratory Medicine and Thoracic Oncology, Thoracic Oncology Center Munich, University of Munich (LMU), Munich, Germany; German Center for Lung Research (DZL), Munich, Germany
| | - Amanda Tufman
- Division of Respiratory Medicine and Thoracic Oncology, Thoracic Oncology Center Munich, University of Munich (LMU), Munich, Germany; German Center for Lung Research (DZL), Munich, Germany
| | - Andreas Seeber
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Pircher
- Department of Internal Medicine V (Haematology & Oncology), Medical University of Innsbruck, Innsbruck, Austria.
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38
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Wang J, Xiu J, Baca Y, Battaglin F, Arai H, Kawanishi N, Soni S, Zhang W, Millstein J, Salhia B, Goldberg RM, Philip PA, Seeber A, Hwang JJ, Shields AF, Marshall JL, Astsaturov I, Craig Lockhart A, Gatalica Z, Michael Korn W, Lenz HJ. Large-scale analysis of KMT2 mutations defines a distinctive molecular subset with treatment implication in gastric cancer. Oncogene 2021; 40:4894-4905. [PMID: 34163031 DOI: 10.1038/s41388-021-01840-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 05/01/2021] [Accepted: 05/13/2021] [Indexed: 11/08/2022]
Abstract
Frequent mutations of genes in the histone-lysine N-methyltransferase 2 (KMT2) family members were identified in gastric cancers (GCs). Understanding how gene mutations of KMT2 family affect cancer progression and tumor immune microenvironment may provide new treatment strategies. A total of 1245 GCs were analyzed using next-generation sequencing, whole transcriptome sequencing, immunohistochemistry (Caris Life Sciences, Phoenix, AZ). The overall mutation rate of genes in the KMT2 family was 10.6%. Compared to KMT2-wild-type GCs, genes involved in epigenetic modification, receptor tyrosine kinases/MAPK/PI3K, and DNA damage repair (DDR) pathways had higher mutation rates in KMT2-mutant GCs (p < 0.05). Significantly higher rates of high tumor mutational burden, microsatellite instability-high/mismatch-repair deficiency (dMMR), and PD-L1 positivity were observed in KMT2-mutant GCs (p < 0.01), compared to KMT2-wild-type GCs. The association between PD-L1 positivity and KMT2 mutations remained significant in the proficient-MMR and microsatellite stable subgroup. Based on transcriptome data from the TCGA, cell cycle, metabolism, and interferon-α/β response pathways were significantly upregulated in KMT2-mutant GCs than in KMT2-wild-type GCs. Patients with KMT2 mutation treated with immune checkpoint inhibitors had longer median overall survival compared to KMT2-wild-type patients with metastatic solid tumors (35 vs. 16 months, HR = 0.73, 95% CI: 0.62-0.87, p = 0.0003). In conclusion, this is the largest study to investigate the distinct molecular features between KMT2-mutant and KMT2-wild-type GCs to date. Our data indicate that GC patients with KMT2 mutations may benefit from ICIs and drugs targeting DDR, MAPK/PI3K, metabolism, and cell cycle pathways.
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Affiliation(s)
- Jingyuan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, Beijing, China
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | | | - Francesca Battaglin
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Hiroyuki Arai
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Natsuko Kawanishi
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Shivani Soni
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wu Zhang
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Joshua Millstein
- Department of Preventive Medicine, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Bodour Salhia
- Department of Translational Genomics, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Philip A Philip
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Andreas Seeber
- Department of Hematology and Oncology, Innsbruck Medical University, Innsbruck, Austria
| | - Jimmy J Hwang
- Levine Cancer Institute, Carolinas HealthCare System, Charlotte, NC, USA
| | - Anthony F Shields
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - John L Marshall
- Ruesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | | | - A Craig Lockhart
- University of Miami/Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | | | | | - Heinz-Josef Lenz
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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39
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Yang Y, Lu J, Ma Y, Xi C, Kang J, Zhang Q, Jia X, Liu K, Du S, Kocher F, Seeber A, Gridelli C, Provencio M, Seki N, Tomita Y, Zhang X. Evaluation of the reporting quality of clinical practice guidelines on lung cancer using the RIGHT checklist. Transl Lung Cancer Res 2021; 10:2588-2602. [PMID: 34295664 PMCID: PMC8264321 DOI: 10.21037/tlcr-21-405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 06/11/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND In recent years, the number of clinical practice guidelines (CPGs) for lung cancer has increased, but the quality of these guidelines has not been systematically assessed so far. Our aim was to assess the reporting quality of CPGs on lung cancer published since 2018 using the International Reporting Items for Practice Guidelines in Health Care (RIGHT) instrument. METHODS We systematically searched the major electronic literature databases, guideline databases and medical society websites from January 2018 to November 2020 to identify all CPGs for small cell and non-small cell lung cancer (NSCLC). The search and extraction were completed using standardized forms. The quality of included guidelines was evaluated using the RIGHT statement. We present the results descriptively, including a stratification by selected determinants. RESULTS A total of 49 CPGs were included. The mean proportion across the guidelines of the 22 items of the RIGHT checklist that were appropriately reported was 57.9%. The items most common to be poorly reported were quality assurance (item 17) and description of the role of funders (item 18b), both of which were reported in only one guideline. The proportions of items within each of the seven domains of the RIGHT checklist that were correctly reported were Basic information 75.9%; background 83.2%; evidence 44.5%; recommendations 55.4%; review and quality assurance 12.2%; funding and declaration and management of interests 42.9%; and other information 38.1%. The reporting quality of guidelines did not differ between publication years. CPGs published in journals with impact factor >30 tended to be best reported. CONCLUSIONS Our results revealed that reporting in CPGs for lung cancer is suboptimal. Particularly the declaration of funding and quality assurance are poorly reported in recent CPGs on lung cancer.
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Affiliation(s)
- Yongjie Yang
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Jingli Lu
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Yanfang Ma
- School of Chinese Medicine of Hong Kong Baptist University, Hong Kong, China
| | - Chen Xi
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Jian Kang
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Qiwen Zhang
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Xuedong Jia
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Kefeng Liu
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Shuzhang Du
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
| | - Florian Kocher
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University Innsbruck, Innsbruck, Austria
| | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University Innsbruck, Innsbruck, Austria
| | - Cesare Gridelli
- A.O.R.N. San Giuseppe Moscati, Contrada Amoretta, Avellino, AV, Italy
| | - Mariano Provencio
- Medical Oncology Department, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Nobuhiko Seki
- Division of Medical Oncology, Department of Internal Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Yusuke Tomita
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Xiaojian Zhang
- Department of Pharmacy, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China;,Henan Key Laboratory of Precision Clinical Pharmacy, Zhengzhou University, Zhengzhou, China
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40
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Cohen-Aubart F, Ungureanu I, Razanamahery J, Charlotte F, Valmary-Degano S, Hélias-Rodzewicz Z, Cazals-Hatem D, Dartigues P, Delage-Corre M, Selves J, Tas P, Humbert S, Malakhia A, Kunnamo M, Veresezan L, Prokopiou C, Seeber A, Tazi A, Donadieu J, Lucidarme O, Haroche J, Emile JF. Peritoneal or mesenteric tumours revealing histiocytosis. BMJ Open Gastroenterol 2021; 8:bmjgast-2021-000622. [PMID: 34020934 PMCID: PMC8144026 DOI: 10.1136/bmjgast-2021-000622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 04/13/2021] [Accepted: 05/01/2021] [Indexed: 01/31/2023] Open
Abstract
Objective Peritoneal or mesenteric tumours may correspond to several tumour types or tumour-like conditions, some of them being represented by histiocytosis. This rare condition often poses diagnostic difficulties that can lead to important time delay in targeted therapies. Our aim was to describe main features of histiocytoses with mesenteric localisation that can improve the diagnostic process. Design We performed a retrospective study on 22 patients, whose peritoneal/mesenteric biopsies were infiltrated by histiocytes. Results Abdominal pain was the revealing symptom in 10 cases, and 19 patients underwent surgical biopsies. The diagnosis of histiocytosis was proposed by initial pathologists in 41% of patients. The other initial diagnoses were inflammation (n=7), sclerosing mesenteritis (n=4) and liposarcoma (n=1). The CD163/CD68+CD1a- histiocytes infiltrated subserosa and/or deeper adipose tissues in 16 and 14 cases, respectively. A BRAFV600E mutation was detected within the biopsies in 11 cases, and two others were MAP2K1 mutated. The final diagnosis was histiocytosis in 18 patients, 15 of whom had Erdheim-Chester disease. The median diagnostic delay of histiocytosis was 9 months. Patients treated with BRAF or MEK inhibitors showed a partial response or a stable disease. One patient died soon after surgery, and five died by the progression of the disease. Conclusion Diagnosis of masses arising in the mesentery should be carefully explored as one of the possibilities in histiocytosis. This diagnosis is frequently missed on mesenteric biopsies. Molecular biology for detecting the mutations in BRAF or in genes of the MAP kinase pathway is a critical diagnostic tool.
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Affiliation(s)
- Fleur Cohen-Aubart
- Sorbonne University, Paris, Île-de-France, France.,Service de Médecine Interne et Centre National de Référence Maladies Systémiques Rares et Histiocytoses, University Hospital Pitié Salpêtrière, Paris, Île-de-France, France
| | - Irena Ungureanu
- Department of Pathology, Hôpital Ambroise-Pare, Boulogne-Billancourt, Île-de-France, France.,Department of Pathology, University Emergency Hospital Bucharest, Bucharest, Romania
| | - Jerome Razanamahery
- Department of Internal Medicine and Clinical Immunology, University Hospital Centre Dijon, Dijon, France
| | - Frédéric Charlotte
- Department of Pathology, University Hospital Pitié Salpêtrière, Paris, Île-de-France, France
| | - Séverine Valmary-Degano
- Institute for Advanced Biosciences, Inserm U 1209, CNRS UMR 5309, University Grenoble Alpes, Grenoble, Rhône-Alpes, France
| | - Zofia Hélias-Rodzewicz
- Department of Pathology, Hôpital Ambroise-Pare, Boulogne-Billancourt, Île-de-France, France.,EA4340-BECCOH, Versailles Saint-Quentin-en-Yvelines University, Versailles, Île-de-France, France
| | | | - Peggy Dartigues
- Department of Pathology, Gustave Roussy Institute, Villejuif, Île-de-France, France
| | | | - Janick Selves
- Department of Pathology, Institut Universitaire du Cancer Toulouse Oncopole, Toulouse, Occitanie, France
| | - Patrick Tas
- Department of Pathology, CHU Pontchaillou, Rennes, Bretagne, France
| | - Sebastien Humbert
- Department of Internal Medicine and Clinical Immunology, University Hospital Centre Dijon, Dijon, France
| | - Alexandre Malakhia
- Department of Radiology, University Hospital Centre Besancon, Besancon, France
| | - Merja Kunnamo
- Department of Medicine, Central Finland Central Hospital, Jyvaskyla, Central Finland, Finland
| | - Liana Veresezan
- Department of Pathology, Centre Henri Becquerel, Rouen, Haute-Normandie, France
| | | | - Andreas Seeber
- Medical University of Innsbruck, Innsbruck, Austria.,Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Abdellatif Tazi
- Centre National de Référence des Histiocytoses, Department of Pneumology, Hospital Saint-Louis, Paris, Île-de-France, France.,FR-75006, Université de Paris, Paris, Île-de-France, France
| | - Jean Donadieu
- EA4340-BECCOH, Versailles Saint-Quentin-en-Yvelines University, Versailles, Île-de-France, France.,Department of Pediatric Hematology and Oncology, Centre de Référence des Histiocytoses, Hôpital Armand-Trousseau, Paris, Île-de-France, France
| | - Olivier Lucidarme
- Department of Radiology, University Hospital Pitié Salpêtrière, Paris, Île-de-France, France.,CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Sorbonne University, Paris, Île-de-France, France
| | - Julien Haroche
- Sorbonne University, Paris, Île-de-France, France.,Service de Médecine Interne et Centre National de Référence Maladies Systémiques Rares, University Hospital Pitié Salpêtrière, Paris, Île-de-France, France
| | - Jean-François Emile
- Department of Pathology, Hôpital Ambroise-Pare, Boulogne-Billancourt, Île-de-France, France .,EA4340-BECCOH, Versailles Saint-Quentin-en-Yvelines University, Versailles, Île-de-France, France
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41
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Battaglin F, Xiu J, Zeng J, Baca Y, Jayachandran P, Kawanishi N, Arai H, Deshpande K, Goldberg RM, Lockhart AC, Hwang JJ, Seeber A, Zhang W, Mumenthaler SM, Shields AF, Marshall J, Korn WM, Neman J, Lenz HJ. Comprehensive characterization of neurotransmitters and neuronal signaling (NT) pathway alterations in colorectal cancer (CRC). J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3537 Background: Aberrant NT signaling has been shown to activate uncontrolled proliferation and dissemination in several gastrointestinal cancer types. Neurotransmitters have been shown to affect endothelial cells and immune cells in the tumor microenvironment to promote tumor progression. We previously showed that single nucleotide polymorphisms in the dopamine and GABA pathways are associated with outcome in patients with metastatic CRC receiving first-line treatment. Here we further evaluated the distribution and molecular context of NT pathway alterations in CRC. Methods: A total of 7,595 CRC tumors tested at Caris Life Sciences (Phoenix, AZ) with NextGen Sequencing on DNA (Next Seq, 592 genes or NovaSeq, WES) and RNA (NovaSeq, WTS) were analyzed. ssGSEA (single-sample gene set enrichment analysis) was used to calculate pathway enrichment scores (ES) of 7 NT gene sets (GABA, nicotinic, muscarinic, dopamine (DA), reelin, glial cell line-derived neurotrophic factor and neurotrophins). X2/Fisher-Exact was used for comparison and significance was determined as p-value adjusted for multiple comparison of ( q) < 0.05. Results: ES based on sample sites showed a substantial heterogeneity in NT enrichment. Notably, when compared to primary tumors, all 7 gene sets were significantly enriched in brain metastases (mets; ES ratio 1.14-1.55), while abdomen, liver, and peritoneal mets displayed significant decreases in most NT gene sets. DA was enriched in ovarian and lung mets (ES ratio: 1.18 and 1.09, respectively), the latter also showing increased neurotrophins ES (1.06) (all q < 0.05). When investigating primary tumors grouped according to overall ES by unsupervised clustering, right-sided and CMS4 CRCs were more prevalent in the high ES cluster compared to the low ES cluster (32 vs 29%, P = 0.02 and 46 vs 30%, P < 0.001, respectively). In addition, tumors in the high ES cluster showed lower prevalence of TMB-H (≥ 10mt/MB) (7 vs 10%), MSI-H (6 vs 10%) and PD-L1 (2 vs 6%), while higher CNA rates were noted in 9 genes (all q < 0.05). High ES tumors showed significant positive associations with microenvironment infiltration of B cells, T cells (NK, CD4+ and CD8+ T cells, but not Treg), M2 Macrophages, Myeloid Dendritic Cell, Neutrophils, and an inverse association with M1 Macrophages, regardless of MSI status ( q < 0.05). Conclusions: This is the first and most extensive molecular profiling study to investigate NT signaling pathway alterations in CRC. Our data show a distinct distribution of pathway enrichment according to metastatic site, distinct molecular features in high vs low ES clusters in primary tumors (including CMS subtypes, TMB, MSI and PD-L1 rates), and differential immune cell infiltration. These findings support the role of NT signaling in the metastatic spread of CRC and modulation of tumor immune microenvironment.
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Affiliation(s)
- Francesca Battaglin
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | | | - Jia Zeng
- Caris Life Sciences, Phoenix, AZ
| | | | - Priya Jayachandran
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | - Natsuko Kawanishi
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | - Hiroyuki Arai
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | - Krutika Deshpande
- Departments of Neurological Surgery, Physiology & Neuroscience, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | - A. Craig Lockhart
- University of Miami Sylvester Comprehensive Cancer Center, Miami, FL
| | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Wu Zhang
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | - Shannon M. Mumenthaler
- Lawrence J. Ellison Institute for Transformative Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | - John Marshall
- Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC
| | | | - Josh Neman
- Departments of Neurological Surgery, Physiology & Neuroscience, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Heinz-Josef Lenz
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
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42
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Zimmer K, Kocher F, Untergasser G, Puccini A, Xiu J, Wolf D, Spizzo G, Goldberg RM, Grothey A, Shields AF, Marshall J, Hall MJ, Korn WM, Nabhan C, Battaglin F, Lenz HJ, El-Deiry WS, Amann A, Hsiehchen D, Seeber A. Identification and prognostic impact of PBRM1 mutations in biliary tract cancers: Results of a comprehensive molecular profiling study. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.4022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4022 Background: The prognosis of biliary tract cancers (BTC) remains dismal and novel treatment strategies are needed to improve survival. Polybromo-1 ( PBRM1) is a subunit of the PBF chromatin-remodeling complex and preclinical studies suggest induction of synthetic lethality by PARP inhibitors in PBRM1-mutated cancers. Therefore, we aimed to describe the molecular landscape in BTC harboring PBRM1 mutations. Methods: 1,848 BTC samples were included in this study. Specimens were analyzed using NextGen DNA sequencing (NextSeq, 592 gene panel or NovaSeq, whole-exome sequencing), whole-transcriptome RNA sequencing (NovaSeq) and immunohistochemistry (Caris Life Sciences, Phoenix, AZ). Pathway gene enrichment analyses were done using GSEA (Subramaniam 2015, PNAS). Immune cell fraction was calculated by QuantiSeq (Finotello 2019, Genome Medicine). Survival was calculated from time of tissue collection to last contact using Kaplan-Meier estimates. Results: PBRM1 mutations were identified in 8.1% (n = 150) of BTC tumors and were more prevalent in intrahepatic BTC (9.9%) than in gallbladder cancer (6%, p = 0.0141) and in extrahepatic BTC (4.5%, p = 0.008). In PBRM1-mutated tumors, we found a higher rate of MSI-H/dMMR (8.7% vs. 2.1%, p < 0.0001) and a higher median TMB (4 vs. 3 mt/MB, p < 0.0001). When compared to PBRM1-wildtype cancers higher rates of co-mutations in chromatin-remodeling genes (e.g. ARID1A, 31% vs. 16% , p < 0.0001) and DNA damage repair pathway (e.g. ATRX, 4.4% vs. 0.3%, p < 0.0001) were detected. Within PBRM1-mutated tumors, a significant higher frequency of infiltrating M1 macrophages was observed (p < 0.0001). Gene set enrichment analysis revealed that genes associated with tumor inflammation (e.g. HLA-DRA, HLA-DRB1, IFNGR1) were enriched in PBRM1-mutated tumors (NES = 2.02, FDR = 1.3%, p < 0.0001). Overall survival analysis showed that PBRM1 mutations were associated with a favorable outcome (HR 1.502, 95% CI [1.013-2.227], p = 0.041). This relationship was also present in MSS subgroup (HR: 1.667, [1.026-2.71], p = 0.037). Conclusions: This is the largest and most extensive molecular profiling study focusing on PBRM1-mutated BTC. Co-mutations in chromatin-remodelling and DNA damage repair genes might set the stage for clinical testing of PARP inhibitors in PBRM1-mutated BTC. Moreover, a distinct tumor microenvironment characterized by high M1 macrophages infiltration and an enrichment of inflammatory genes suggest a potential benefit of immunotherapy.
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Affiliation(s)
- Kai Zimmer
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicin V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Gerold Untergasser
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Alberto Puccini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | - Dominik Wolf
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Gilbert Spizzo
- Department of Internal Medicine, Oncologic Day Hospital, Hospital of Bressanone (SABES-ASDAA), Bressanone-Brixen, Italy
| | | | | | | | | | | | | | | | - Francesca Battaglin
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | | | | | - Arno Amann
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - David Hsiehchen
- University of Texas Southwestern Medical Center at Dallas, Dallas, TX
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
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43
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Copeland T, Groisberg R, Dizon DS, Elliott A, Lagos G, Seeber A, von Mehren M, Cardona K, Demeure MJ, Riedel RF, Florou V, Chou AJ, Kumar A, Modiano J, Khushman MM, D'Amato GZ, Espejo Freire AP, Korn WM, Trent JC. Multiomic analysis to reveal distinct molecular profiles of uterine and nonuterine leiomyosarcoma. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.11555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11555 Background: Leiomyosarcoma (LMS) is a rare group of mesenchymal malignancies found in the uterus, retroperitoneum, skin, or other soft-tissue sites. Treatment for LMS is extrapolated from trials including both uterine (uLMS) and non-uLMS subtypes, although whether they respond similarly and have similar outcomes from treatment is not clear. We examined the molecular composition of LMS by site of origin to better inform future drug development and trial design. Methods: We reviewed 1115 specimens with LMS histology tested by Caris Life Sciences for targeted exome (NextSeq, 592 gene panel), whole exome, and whole transcriptome sequencing (NovaSeq). Specimens were stratified into uLMS, rpLMS (retroperitoneal), and otherLMS (non-uterine/retroperitoneal) subgroups based on tumor origin sites. Genomic data was analyzed for mutations, copy number aberrations, and fusions. RNA expression profiling included evaluation of individual genes and gene set enrichment analysis (GSEA). P-value adjustment performed by the Benjamini-Hochberg procedure. Results: The study cohort was comprised of 62.9% uLMS (n = 701), 14.9% rpLMS (n = 166) and 22.2% otherLMS (n = 248) specimens. Overall, LMS specimens most frequently harbored TP53 (64%, n = 612), ATRX (30%, n = 219), RB1 (22%, n = 156), and MED12 (16%, n = 94) mutations, with these genes accounting for 74.4% (n = 1044) of all observed pathogenic/likely pathogenic mutations. RB1 mutations were significantly less common in uLMS (15%) compared to rpLMS (30%, p < 0.05) and otherLMS (33%, p < 0.01), whereas MED12 mutations were almost exclusive to uLMS (22% vs 1% rpLMS, 3% otherLMS, p < 0.05). MAP2K4 copy number amplification were more common in rpLMS (22%, p < 0.001) and otherLMS (14%, p < 0.182) compared to uLMS (7%), with frequent co-amplification of nearby genes ( FLCN, GID4, SPECC1, GAS7, PER1, and AURKB) located at chr17p11-13. Actionable gene fusions involving ALK (2.1%, n = 11), FGFR1 (0.2%, n = 1), and NTRK1/2 (0.2%, n = 1 each) were rare overall, with similar prevalence across subtypes. Genomic alteration rates were not significantly different between rpLMS and otherLMS subtypes . RNA expression profiling identified significant upregulation of PI3K/AKT/mTOR, DDR, WNT/Beta-Catenin pathway genes in non-uLMS. GSEA indicated several immune-related gene sets were enriched in rpLMS and otherLMS compared to uLMS. Conclusions: Comprehensive molecular profiling suggests that LMS originating from the uterus represents a molecularly distinct disease compared to other primary sites of origin. We identified key genomic patterns which have potential for targeted therapy. These data provide insight for the framework of future clinical trials designed to separate uLMS from non-uLMS histologies, although further subdivision does not appear to be warranted.
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Affiliation(s)
- Tabitha Copeland
- Rutgers-Robert Wood Johnson Medical School/CINJ, New Brunswick, NJ
| | | | - Don S. Dizon
- Lifespan Cancer Institute and Brown University, Providence, RI
| | | | - Galina Lagos
- Columbia University Medical Center, New York, NY
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Kenneth Cardona
- Winship Cancer Institute, Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, GA
| | | | | | - Vaia Florou
- Huntsman Cancer Institute University of Utah, Salt Lake City, UT
| | | | | | - Jaime Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Moh'd M. Khushman
- Medical Oncology, The University of South Alabama, Mitchell Cancer Institute, Mobile, AL
| | | | - Andrea P. Espejo Freire
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
| | | | - Jonathan C. Trent
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
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Puri S, Naqash AR, Elliott A, Kerrigan KC, Patel SB, Seeber A, Kocher F, UPRETY DIPESH, Mamdani H, Kulkarni A, Lopes G, Halmos B, Borghaei H, Akerley WL, Liu SV, Korn WM, Oliver TG, Owonikoko TK. Real-world multiomic characterization of small cell lung cancer subtypes to reveal differential expression of clinically relevant biomarkers. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.8508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8508 Background: The dominant expression of four lineage-defining transcription factors ( ASCL1, NEUROD1, YAP1, or POU2F3) has enabled the classification of small cell lung cancer (SCLC) into four subtypes (SCLC-A/N/Y/P, respectively). Emerging evidence suggests that YAP1 expression is associated with a T-cell inflamed phenotype, and SCLC has significant intra-tumor heterogeneity mediated by MYC-driven activation of NOTCH signaling. We performed a large-scale analysis of real-world SCLC patient samples to examine the expression of clinically relevant biomarkers across SCLC subtypes. Methods: Comprehensive molecular profiling of 437 small cell lung neuroendocrine tumors (including 7.3% high-grade neuroendocrine lung carcinomas) was performed using next-generation DNA sequencing (592-gene panel), RNA sequencing (whole transcriptome), and immunohistochemistry at Caris Life Sciences (Phoenix, AZ). Tumors were stratified into 5 subgroups (SCLC-A/N/Y/P and -mixed) based on the relative expression of the four transcription factors. RNA expression of key genes and previously validated immune signatures (T-cell inflamed, NK cell, and STING pathway signatures) were evaluated across subgroups. Significance was tested by Chi-square, Fisher’s exact test, or Mann-Whitney U test. Results: Median age of the study cohort was 66 years (IQR: 59-72) and 50.6% of patients were female. The majority (67.3%) of samples were derived from metastatic sites. Stratification of tumors by expression resulted in 35.7% SCLC-A, 17.6% SCLC-N, 21.1% SCLC-Y, 6.4% SCLC-P, and 19.2% SCLC-mixed samples. Compared to tumors from metastatic sites, YAP1 expression was significantly increased (p < 0.001) in primary tumors. Amongst the 14 tumors obtained from the CNS, SCLC-N (36%, n = 5) was the most common subtype identified. dMMR/MSI-high (negative MMR protein expression/ ≥46 altered loci per tumor) was rare overall (0.5%, n = 2); TMB (median of 9-10 mut/Mb) was similar between the SCLC subtypes. SCLC-Y was associated with the highest expression of T-cell inflamed, NK cell and STING pathway signatures (p < 0.0001 each). MYC and NOTCH gene expression ( NOTCH1/2/3/4) strongly correlated with YAP1 expression. Analysis of co-mutations revealed that EGFR-sensitizing mutations (L858R and Exon 19 deletions) were recurrent (5.2%, n = 4) in SCLC-N tumors. The expression of SNF11, SSTR2, and MYC varied significantly among SCLC subtypes (p < 0.001 each), with the highest median expression of SNF11 and SSTR2 observed in SCLC-N, while MYC expression was highest in SCLC-P. Conclusions: Our analysis represents the largest real-world dataset of human SCLC tumors profiled by whole transcriptomic sequencing. The differential expression of immune genes and predictive biomarkers across SCLC subtypes may inform therapeutic vulnerabilities for rational and personalized treatment approaches in SCLC.
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Affiliation(s)
- Sonam Puri
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
| | - Abdul Rafeh Naqash
- Developmental Therapeutics Clinic/Early Clinical Trials Development Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD
| | | | | | - Shiven B. Patel
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicin V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | | | | | - Gilberto Lopes
- University of Miami Miller School of Medicine, Miami, FL
| | - Balazs Halmos
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY
| | | | | | - Stephen V. Liu
- Georgetown University, Department of Hematology and Oncology, School of Medicine, Washington, DC
| | | | - Trudy G. Oliver
- Huntsman Cancer Institute at the University of Utah, Salt Lake City, UT
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Seeber A, Kocher F, Pircher A, Puccini A, Baca Y, Xiu J, Zimmer K, Haybaeck J, Spizzo G, Goldberg RM, Grothey A, Shields AF, Salem ME, Marshall J, Hall MJ, Korn WM, Nabhan C, Battaglin F, Lenz HJ, Wolf DGF. High CXCR4 expression in pancreatic ductal adenocarcinoma as characterized by an inflammatory tumor phenotype with potential implications for an immunotherapeutic approach. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.4021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4021 Background: Immunotherapy is considered ineffective in the majority of patients with pancreatic ductal adenocarcinoma (PDAC), a consequence of a highly immunosuppressive tumor microenvironment (TME). However, treatment induced inhibition of CXC chemokine receptor 4 (CXCR4) and programmed cell death protein-1 (PD-1) in the COMBAT trial caused T cell infiltration and tumor regression in a subset of PDAC patients. Elucidating a phenotype that predicts response is clinically relevant. We performed a comprehensive molecular landscape study in PDAC evaluating CXCR4 RNA expression. Methods: 3,647 PDAC specimens were centrally analysed. NextGen DNA sequencing (NextSeq, 592 gene panel or NovaSeq, whole-exome sequencing), whole-transcriptome RNA sequencing (NovaSeq) and immunohistochemistry (Caris Life Sciences, Phoenix, AZ) were performed. Gene expression is reported as TPM (Transcripts per million). Pathway gene enrichment analyses were done using GSEA (Subramaniam 2015, PNAS). Immune cell fraction was calculated by QuantiSeq (Finotello 2019, Genome Medicine). The cohort was stratified in quartiles according to CXCR4 RNA expression status. Results: Overall, CXCR4 expression was higher in primary tumors compared to distant metastasis (38 vs. 28 TPM, p < 0.0001). CXCR4-high (top quartile: > 59 TPMs), when compared to CXCR4-low (bottom quartile: < 17 TPM) PDACs, were characterized by a high prevalence of mutations in signal transduction pathway genes (e.g. GNAS: 3.6 vs. 0.5%), an increased infiltration of immune cells (e.g. CD8+ T cells, M1 macrophages), and a higher expression of HLA-DRA and HLA-E (all p < 0.0001). We detected an upregulation of CXCL9, CXCL10, CXCL12, CCL5, IDO1 and LAG3 in CXCR4-high compared to CXCR4-low tumors. In contrast, lower PD-L1 expression (17.4 vs. 13.1%, p = 0.02), genomic loss of heterozygosity (17.4 vs. 10.8%), and a lower frequency of gene amplifications in ERBB2 (2.1 vs. 0.1%), TNFRSF14 (2.0 vs. 0.1%), and TP53 (82 vs. 73%, all p < 0.0001) were observed. Moreover, CXCR4-high expression was associated with a better survival (HR: 1.417, 95% CI [1.168-1.72], p < 0.001). Conclusions: This is the first study comprehensively investigating the molecular landscape of PDACs according to CXCR4 RNA expression. High CXCR4 expression is associated with an improved survival and a pro-inflammatory phenotype that may identify a subset of tumors with greater responsiveness to immunotherapeutic approaches.
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Affiliation(s)
- Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Pircher
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | | | | | - Kai Zimmer
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Johannes Haybaeck
- Institute of Pathology, Neuropathology and Molecular Pathology, Medical University of Innsbruck, Innsbruck, Austria
| | - Gilbert Spizzo
- Department of Internal Medicine, Oncologic Day Hospital, Hospital of Bressanone (SABES-ASDAA), Bressanone-Brixen, Italy
| | | | | | | | | | | | | | | | | | - Francesca Battaglin
- Division of Medical Oncology, USC Norris Comprehensive Cancer Center, Keck School of Medicine, Los Angeles, CA
| | | | - Dominik Georg Friedrich Wolf
- Department of Internal Medicine V (Hematology and Oncology), Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Tyrol, Austria
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Seeber A, Holzer L, Elliott A, Dammerer D, Florou V, Groisberg R, Henninger B, Korn WM, Lanbach J, von Mehren M, Modiano J, O`Day S, Perathoner A, Rosenberg A, Schmitz K, Schwabegger A, Thaler M, Trent JC, Zimmer K, Kocher F. Deciphering the molecular landscape and the tumor microenvironment of perivascular epitheloid cell neoplasma (PEComa). J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.11539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11539 Background: PEComa is a rare mesenchymal neoplasm composed of perivascular epithelioid cells. Due to its rarity, diagnosis is challenging and no standardized treatment guidelines have been established. A subgroup of PEComas are characterized by a loss of function mutation in TSC1/2 that activates the PIK3-Akt-mTOR pathway. In the majority of patients, however, the molecular landscape and the composition of the tumor microenvironment (TME) remain largely unclear. Thus, we conducted this study to elucidate the genetic landscape of PEComas. A comparative analysis was performed with melanoma as a representative immunogenic tumor type. Methods: Thirty-five PEComa specimens were centrally analysed at the Caris Life Sciences laboratory. NextGen DNA sequencing (NextSeq, 592 gene panel or NovaSeq, whole-exome-sequencing), whole-transcriptome RNA sequencing (NovaSeq) and immunohistochemistry (Caris Life Sciences, Phoenix, AZ) were performed. Gene expression profiling (GEP) was performed by unsupervised hierarchical clustering. RNA deconvolution analysis was performed using the Microenvironment Cell Populations (MCP)-counter method to quantify immune cell populations (Becht 2016, Genome Biology). Results: The most common mutations detected in this cohort were TP53 (47%), ATRX (32%), TSC1/2 (11%/29%) and MSH3 (17%). Interestingly, TP53 mutations occurred less frequently (25 vs 60%, p = 0.055) in TSC1/2-mutated ( TSC1/2-mt) compared to TSC1/2-wildtype ( TSC1/2-wt) tumors, whereas MSH3 (25%, n = 1/4) and ERCC2 (14%, n = 2/14) mutations were exclusively observed in TSC1/2-mt cases. TSC1/2 mutations and other mTOR signalling pathway alterations, including two TFE gene fusion transcripts, were mutually exclusive. Of note, we found that 33.3% (n = 2) of TSC2-mt tumors were associated with high PIK3-Akt-mTOR pathway expression, while 100% (n = 3) of TSC1-mt tumors demonstrated lower expression. Deficient mismatch repair/microsatellite instability-high and high tumor mutational burden were rare (2.9%, n = 1 each) and observed concurrently in absence of PD-L1 expression. Overall, PD-L1 expression was observed in 21.9% (n = 7) of patients. An exploratory comparison with melanoma revealed that PEComa TMEs were characterized by a significant increase of NK cells and fibroblasts, as well as a relevant decrease of CD8+ T cells and B cells. Conclusions: Within this study we discovered a heterogeneous molecular landscape with a high prevalence of TSC1/2 mutations that were in part associated with transcriptional up-regulation of the PIK3-Akt-mTOR pathway. Furthermore, the relatively immune-cold TME compared to melanoma suggests increased lymphocyte infiltration may be required to increase the efficacy of immune checkpoint inhibitors for PEComa.
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Affiliation(s)
- Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Lea Holzer
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | - Dietmer Dammerer
- Department of Orthopaedics, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Vaia Florou
- Huntsman Cancer Institute University of Utah, Salt Lake City, UT
| | | | - Benjamin Henninger
- Department of Radiology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Johannes Lanbach
- Department of Radiotherapy, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Jaime Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Steven O`Day
- John Wayne Cancer Institute at Providence Saint John's Health Center, Santa Monica, CA
| | - Alexander Perathoner
- Department of Visceral, Transplant and Thoracic Surgery, Centre for Operative Medicine, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Andrew Rosenberg
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
| | | | - Anton Schwabegger
- Department of Plastic, Reconstructive and Aesthetic Surgery, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Martin Thaler
- Department of Orthopaedics, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria
| | - Jonathan C. Trent
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
| | - Kai Zimmer
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | - Florian Kocher
- Department of Internal Medicin V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
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Lagos G, Groisberg R, Dizon DS, Elliott A, Copeland T, Seeber A, Gibney GT, von Mehren M, Cardona K, Demeure MJ, Riedel RF, Florou V, Chou AJ, Kumar A, Modiano J, Khushman MM, D'Amato GZ, Espejo Freire AP, Korn WM, Trent JC. Large scale multiomic analysis suggests mechanisms of resistance to immunotherapy in leiomyosarcoma. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.11512] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11512 Background: Leiomyosarcomas (LMS) have been reported to have immunohistochemical (IHC) and gene expression signatures suggestive of an immune-responsive tumor microenvironment. Despite this, immune checkpoint inhibitors have demonstrated minimal activity in LMS. We examined molecular profiles of LMS specimens from multiple institutions to explore mechanisms of immunotherapy (IO) resistance. Methods: LMS specimens (n = 1115), including 701 uterine (uLMS) and 414 soft tissue site (stLMS) samples, underwent next-generation sequencing (NGS) of DNA (592-gene panel or whole exome) and RNA (whole transcriptome, n = 537) at Caris Life Sciences (Phoenix, AZ). A threshold of 10 mut/Mb was used to identify high tumor mutational burden (TMB-H). IHC was performed for PD-L1 (SP142; 2+|5% positive). Deficient mismatch repair (dMMR)/high microsatellite instability (MSI-H) was tested by IHC and NGS, respectively. RNA expression was analyzed using Gene Set Enrichment Analysis and Microenvironment Cell Populations-counter, with results compared to melanoma (n = 1255) as a representative immunogenic tumor type. P-values were adjusted for multiple hypothesis testing. Results: TMB-H was observed in 3.8% (n = 41) of LMS specimens, with a median of 5 mut/Mb (IQR 3.3-6.7). dMMR/MSI-H was rarely detected (1.5%, n = 17), whereas 8.2% (n = 88) were positive for PD-L1 expression. uLMS and stLMS did not differ in TMB-H (3.4 vs 4.5%, p = 0.277), PD-L1 expression (8.6 vs 7.4%, p = 0.322), or dMMR/MSI-H (2.0 vs 0.7% p = 0.207). stLMS demonstrated upregulation of immune-related gene sets, including interferon γ (p = 0.035) and α (p = 0.033) response, inflammatory response (p = 0.038), interleukin-6/STAT3 signaling (p = 0.030), and TNFα signaling (p = 0.026) compared to uLMS. Immune cell infiltration was increased in stLMS over uLMS, most notably for CD8 T-cell and B-cell abundance ( > 2-fold increase, p < 0.0001). Compared to melanoma, all LMS had lower abundance of CD8 T cells, cytotoxic lymphocytes, and B-cells ( > 2-fold decrease, p < 0.0001). Fibroblasts were more prevalent in LMS relative to melanoma (3.2-fold increase, p < 0.0001). Interestingly, while higher CD8 T-cell infiltration was positively associated with dMMR/MSI-H among LMS specimens (p = 0.032), TMB-H and PD-L1 expression were associated with lower CD8 T-cell infiltration (p < 0.01). Conclusions: Only a small proportion of LMS are TMB-H or MSI-H, suggesting that the neoantigen burden in LMS may be insufficient to promote a robust anti-tumor response, even in the presence of PD-L1 positive tumor cells. Traditional predictive biomarkers of response to IO are unlikely to be useful in LMS. Furthermore, both uLMS and stLMS have an immune microenvironment characterized by a high fibroblast and low T cell abundance relative to melanoma. Future IO trials in LMS should focus on combination therapies that may reverse the observed T-cell exclusion/desmoplastic phenotype.
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Affiliation(s)
- Galina Lagos
- Columbia University Medical Center, New York, NY
| | | | - Don S. Dizon
- Lifespan Cancer Institute and Brown University, Providence, RI
| | | | - Tabitha Copeland
- Rutgers-Robert Wood Johnson Medical School/CINJ, New Brunswick, NJ
| | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Medical University of Innsbruck, Comprehensive Cancer Center Innsbruck, Innsbruck, Austria
| | | | | | - Kenneth Cardona
- Winship Cancer Institute, Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, GA
| | | | | | - Vaia Florou
- Huntsman Cancer Institute University of Utah, Salt Lake City, UT
| | | | | | - Jaime Modiano
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Moh'd M. Khushman
- Medical Oncology, The University of South Alabama, Mitchell Cancer Institute, Mobile, AL
| | - Gina Z. D'Amato
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL
| | - Andrea P. Espejo Freire
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
| | | | - Jonathan C. Trent
- University of Miami-Sylvester Comprehensive Cancer Center, Jackson Memorial Hospital, Miami, FL
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Puccini A, Xiu J, Heeke AL, Seeber A, Goldberg RM, El-Deiry WS, Liu SV, Sammons S, Lou E, Philip PA, Marshall J, Shields AF, Lenz HJ, Herzog TJ, Korn WM, Salem ME. A comprehensive landscape of BRCA1 versus BRCA2 associated molecular alterations and survival outcome across 35 cancer types. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3120 Background: Poly (ADP-ribose) polymerase inhibitors (PARPi) are effective therapies for some patients with both germline and somatic BRCA1/2 mutations (MTs) or with homologous recombination repair deficiency (HRD). We aimed to characterize molecular differences between BRCA1 and BRCA2 MTs and their prognostic and/or predictive impact on PARPi outcomes in various cancer subtypes using real world data (RWD). Methods: Tumor samples obtained from patients with 35 types of cancer were analyzed by whole exome sequencing (WES, Novaseq) at Caris Life Sciences (Phoenix, AZ). High genomic loss of heterozygosity (gLOH-H) was defined as LOH-H in ≥16% of tested loci. MSI/MMR was tested by fragment analysis, IHC, and WES. Overall survival (OS) extracted from insurance claims was calculated from start of treatment or tissue collection until last contact or death using Kaplan-Meier curves. P-values adjusted for multiple comparisons (q-value of < 0.05 was considered to be significant). Results: In total, 17,640 tumors were included, of which 776 (4.3%) had tumor-based BRCA1/2 MTs. BRCA1/2 MTs were most commonly seen in ovarian (N = 221/2187, 10.1%), breast (138/2506, 5.5%), prostate (61/1131, 5.4%), pancreatic (48/1430, 3.4%), and non-small cell lung (100/4046, 2.5%) cancers. BRCA2 MTs were more frequent than BRCA1 except in ovarian cancers. BRCA1 MTs were more common in younger pts (median age, 61 vs 65 years, p <.001). When compared to BRCA2 MTs, BRCA1 MTs were more often associated with gLOH-H (64% vs 51%, p <.001) and TP53 MT (80% vs 53%, p <.001) in all tumor types. In NSCLC, EGFR mutations were exclusively seen in BRCA2 compared to BRCA1 (10.3 vs. 0%, P = 0.038). The EGFR mutations that co-occurred with BRCA2 mutations were L858R (N = 1), Exon19del (N = 4), and L861Q (N = 1). KRAS was more frequently mutated in BRCA1-mutated NSCLC ( BRCA1: 32% vs. BRCA2: 16%, p =.056). In univariate analyses, overall BRCA1/2 MTs were associated with improved OS compared to wild type (HR 1.38, 95% CI [1.31-1.45], P <.0001). This effect was seen in ovarian (1.42 [1.29-1.57], p < 0.0001) and triple-negative breast cancers (TNBC) (1.18, [1.09-1.28], p <.001); but was not observed in prostate, pancreatic, or non-TNBC breast cancer subtypes. In all breast cancers, BRCA2 MTs had a superior OS (0.68, [0.51-0.89], p =.005) compared to BRCA1, while no differences were seen in other cancers. Using RWD, PARPi treated-patients with BRCA2 MTs had worse OS than BRCA1 MTs (HR 1.4, [1.09-1.80], p = 0.009); but this was not significant when individual cancers were considered. Conclusions: BRCA1 and BRCA2 MTs had variable power to be prognostic and predictive for PARPi efficacy among different cancer types using RWD. About 2.5% of NSCLCs harbor BRCA1/2 MT. Additional genomic exploration may refine biomarkers predictive of response to PARPi and may highlight features within the tumor microenvironment of importance in the setting of HRD.
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Affiliation(s)
- Alberto Puccini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | | | - Andreas Seeber
- Department of Internal Medicine V (Hematology and Oncology), Innsbruck, Austria
| | | | | | - Stephen V Liu
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, WA
| | - Sarah Sammons
- Duke University Medical Center/ Duke Cancer Institute, Durham, NC
| | - Emil Lou
- University of Minnesota School of Medicine, Minneapolis, MN
| | | | | | | | | | - Thomas J. Herzog
- University of Cincinnati, University of Cincinnati Cancer Institute, Cincinnati, OH
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Lengyel CG, Hussain S, Trapani D, El Bairi K, Altuna SC, Seeber A, Odhiambo A, Habeeb BS, Seid F. The Emerging Role of Liquid Biopsy in Gastric Cancer. J Clin Med 2021; 10:2108. [PMID: 34068319 PMCID: PMC8153353 DOI: 10.3390/jcm10102108] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 05/07/2021] [Accepted: 05/10/2021] [Indexed: 02/06/2023] Open
Abstract
(1) Background: Liquid biopsy (LB) is a novel diagnostic method with the potential of revolutionizing the prevention, diagnosis, and treatment of several solid tumors. The present paper aims to summarize the current knowledge and explore future possibilities of LB in the management of metastatic gastric cancer. (2) Methods: This narrative review examined the most recent literature on the use of LB-based techniques in metastatic gastric cancer and the current LB-related clinical trial landscape. (3) Results: In gastric cancer, the detection of circulating cancer cells (CTCs) has been recognized to have a prognostic role in all the disease stages. In the setting of localized disease, cell-free DNA (cfDNA) and circulating tumor DNA (ctDNA) qualitative and quantitative detection have the potential to inform on the risk of cancer recurrence and metastatic dissemination. In addition, gastric cancer-released exosomes may play an essential part in metastasis formation. In the metastatic setting, the levels of cfDNA show a positive correlation with tumor burden. There is evidence that circulating tumor microemboli (CTM) in the blood of metastatic patients is an independent prognostic factor for shorter overall survival. Gastric cancer-derived exosomal microRNAs or clonal mutations and copy number variations detectable in ctDNA may contribute resistance to chemotherapy or targeted therapies, respectively. There is conflicting and limited data on CTC-based PD-L1 verification and cfDNA-based Epstein-Barr virus detection to predict or monitor immunotherapy responses. (4) Conclusions: Although preliminary studies analyzing LBs in patients with advanced gastric cancer appear promising, more research is required to obtain better insights into the molecular mechanisms underlying resistance to systemic therapies. Moreover, validation and standardization of LB methods are crucial before introducing them in clinical practice. The feasibility of repeatable, minimally invasive sampling opens up the possibility of selecting or dynamically changing therapies based on prognostic risk or predictive biomarkers, such as resistance markers. Research is warranted to exploit a possible transforming area of cancer care.
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Affiliation(s)
| | - Sadaqat Hussain
- North West Cancer Center, Altnagelvin Hospital, Londonderry BT47 6SB, UK;
| | - Dario Trapani
- European Institute of Oncology, IRCCS, 20141 Milan, Italy;
| | | | | | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, 6020 Innsbruck, Austria;
| | - Andrew Odhiambo
- Unit of Medical Oncology, Department of Clinical Medicine, University of Nairobi, Nairobi 30197, Kenya;
| | - Baker Shalal Habeeb
- Department of Medical Oncology, Shaqlawa Teaching Hospital, Shaqlawa, Erbil 44005, Iraq;
| | - Fahmi Seid
- School of Medicine and Health Sciences, Hawassa University, Hawassa 1560, Ethiopia;
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Kocher F, Seeber A, Kerschbaumer J, Schmidt S, Wolf D, Feistritzer C. Case report: successful perioperative management of patients with haemophilia A using an extended half-life factor VIII (Efmoroctocog alfa) during neurosurgical procedures. Ther Adv Hematol 2021; 12:2040620721993686. [PMID: 33868623 PMCID: PMC8020741 DOI: 10.1177/2040620721993686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/14/2021] [Indexed: 11/17/2022] Open
Abstract
Patients with haemophilia A (HA) undergoing neurosurgical procedures have a high risk of haemorrhage with potential fatal outcome. Here, we present a successful perioperative haemostatic concept applying an extended half-life factor VIII (EHL FVIII), Efmoroctocog alfa, in two patients with HA undergoing neurosurgery for paramedian right-sided disc herniation (case 1) and astrocytoma (case 2). After adequate EHL FVIII treatment the surgical procedures were performed without any bleeding complications despite the high-risk interventions. Laboratory measurements confirmed stable FVIII levels throughout the hospital stay. We suggest close interdisciplinary collaboration between involved clinicians as mandatory prerequisite for an optimized perioperative management in patients with HA. The presented cases indicate, that the increased stability, safety and fewer injections provide a rationale to use EHL FVIII products in HA patients undergoing surgical interventions with a very high bleeding risk.
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Affiliation(s)
- Florian Kocher
- Department of Internal Medicine V, Hematology & Oncology, Medical University of Innsbruck, Austria
| | - Andreas Seeber
- Department of Internal Medicine V, Hematology & Oncology, Medical University of Innsbruck, Austria
| | | | - Stefan Schmidt
- Department of Internal Medicine V, Hematology & Oncology, Medical University of Innsbruck, Austria
| | - Dominik Wolf
- Department of Internal Medicine V, Hematology & Oncology, Medical University of Innsbruck, Austria
| | - Clemens Feistritzer
- Department of Internal Medicine V, Hematology & Oncology, Medical University of Innsbruck, Anichstrasse 35, Innsbruck, Tyrol 6020, Austria
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