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Ruzzo A, Graziano F, Palladino S, Fischer NW, Catalano V, Giordani P, Malkin D, Tamburrano T, Patriti A, Petrelli F, Sarti D, Chiari R. Clinical impact of TP53 functional mutations in patients with metastatic colorectal cancer treated with bevacizumab and chemotherapy. Oncologist 2024:oyae277. [PMID: 39436921 DOI: 10.1093/oncolo/oyae277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 09/09/2024] [Indexed: 10/25/2024] Open
Abstract
BACKGROUND Clinical and experimental studies indicate that the tumor protein p53 (TP53) gene loss of function due to missense mutations (MMs) may confer sensitivity to anti-angiogenics. This effect seems to be linked to cross-talk mechanisms among TP53, vascular endothelial growth factor (VEGF), and VEGF receptors. We investigated whether specific TP53 MMs are associated with clinical outcomes of patients with metastatic colorectal cancer (mCRC) treated with first-line chemotherapy plus Bevacizumab. The study focused on KRAS-mutated, liver-only mCRC cases as a homogeneous subgroup that may represent a relevant setting for exploring this association. MATERIALS AND METHODS MMs were identified on primary tumors. MMs were classified by mutant-specific residual transcriptional activity scores (TP53RTAS) as transcriptionally inactive (TP53inactive = TP53RTAS 0%) or active (TP53active = TP53RTAS ≥ 1%) and used for stratifying patients in progression-free survival (PFS), response rate, and overall survival (OS) analyses. RESULTS The study population consisted of 62 patients. MMs were found in 39 cases (62%) with 16 having TP53inactive and 23 TP53active MMs. Patients with TP53inactive MMs showed better PFS in comparison with the remaining groups (wild-type and TP53active). This effect was retained in the multivariate model. A similar clinical impact was observed in the OS analysis. There was a significant difference in the overall response rate and rate of post-treatment resection of liver metastases between the TP53inactive and the wild-type or TP53active MMs cases. CONCLUSIONS Specific TP53 MMs may identify sub-groups of patients who benefit from Bevacizumab-based systemic therapy and these findings could lead to novel tailored treatment strategies in this setting.
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Affiliation(s)
- Annamaria Ruzzo
- Department of Biomolecular Sciences, University of Urbino, 61029 Urbino, Italy
| | | | - Silvia Palladino
- Department of Biomolecular Sciences, University of Urbino, 61029 Urbino, Italy
| | - Nicholas W Fischer
- Genetics & Genome Biology Program, The Hospital for Sick Children, Toronto, M5G 0A4, Canada
| | | | | | - David Malkin
- Genetics & Genome Biology Program, The Hospital for Sick Children, Toronto, M5G 0A4, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, M5G 0A4, Canada
- Division of Hematology-Oncology, The Hospital for Sick Children, Toronto, M5G 0A4, Canada
- Department of Pediatrics, The Hospital for Sick Children, Toronto, M5G 0A4, Canada
| | | | | | | | | | - Rita Chiari
- Medical Oncology Unit, AST1, 61121 Pesaro, Italy
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Bianchi A, De Castro Silva I, Deshpande NU, Singh S, Mehra S, Garrido VT, Guo X, Nivelo LA, Kolonias DS, Saigh SJ, Wieder E, Rafie CI, Dosch AR, Zhou Z, Umland O, Amirian H, Ogobuiro IC, Zhang J, Ban Y, Shiau C, Nagathihalli NS, Montgomery EA, Hwang WL, Brambilla R, Komanduri K, Villarino AV, Toska E, Stanger BZ, Gabrilovich DI, Merchant NB, Datta J. Cell-Autonomous Cxcl1 Sustains Tolerogenic Circuitries and Stromal Inflammation via Neutrophil-Derived TNF in Pancreatic Cancer. Cancer Discov 2023; 13:1428-1453. [PMID: 36946782 PMCID: PMC10259764 DOI: 10.1158/2159-8290.cd-22-1046] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/13/2023] [Accepted: 02/24/2023] [Indexed: 03/23/2023]
Abstract
We have shown that KRAS-TP53 genomic coalteration is associated with immune-excluded microenvironments, chemoresistance, and poor survival in pancreatic ductal adenocarcinoma (PDAC) patients. By treating KRAS-TP53 cooperativity as a model for high-risk biology, we now identify cell-autonomous Cxcl1 as a key mediator of spatial T-cell restriction via interactions with CXCR2+ neutrophilic myeloid-derived suppressor cells in human PDAC using imaging mass cytometry. Silencing of cell-intrinsic Cxcl1 in LSL-KrasG12D/+;Trp53R172H/+;Pdx-1Cre/+(KPC) cells reprograms the trafficking and functional dynamics of neutrophils to overcome T-cell exclusion and controls tumor growth in a T cell-dependent manner. Mechanistically, neutrophil-derived TNF is a central regulator of this immunologic rewiring, instigating feed-forward Cxcl1 overproduction from tumor cells and cancer-associated fibroblasts (CAF), T-cell dysfunction, and inflammatory CAF polarization via transmembrane TNF-TNFR2 interactions. TNFR2 inhibition disrupts this circuitry and improves sensitivity to chemotherapy in vivo. Our results uncover cancer cell-neutrophil cross-talk in which context-dependent TNF signaling amplifies stromal inflammation and immune tolerance to promote therapeutic resistance in PDAC. SIGNIFICANCE By decoding connections between high-risk tumor genotypes, cell-autonomous inflammatory programs, and myeloid-enriched/T cell-excluded contexts, we identify a novel role for neutrophil-derived TNF in sustaining immunosuppression and stromal inflammation in pancreatic tumor microenvironments. This work offers a conceptual framework by which targeting context-dependent TNF signaling may overcome hallmarks of chemoresistance in pancreatic cancer. This article is highlighted in the In This Issue feature, p. 1275.
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Affiliation(s)
- Anna Bianchi
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Iago De Castro Silva
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nilesh U. Deshpande
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Samara Singh
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Siddharth Mehra
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Vanessa T. Garrido
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Xinyu Guo
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Luis A. Nivelo
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Despina S. Kolonias
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Eric Wieder
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Christine I. Rafie
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Austin R. Dosch
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Zhiqun Zhou
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Oliver Umland
- Diabetes Research Institute, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Haleh Amirian
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Ifeanyichukwu C. Ogobuiro
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jian Zhang
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Yuguang Ban
- Department of Public Health Sciences; University of Miami Miller School of Medicine, Miami, FL, USA Miami, FL, USA
| | - Carina Shiau
- Center for Systems Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nagaraj S. Nagathihalli
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Elizabeth A. Montgomery
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - William L. Hwang
- Center for Systems Biology, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Roberta Brambilla
- The Miami Project to Cure Paralysis, Department of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Krishna Komanduri
- Department of Medicine, University of California San Francisco Health, San Francisco, CA, USA
| | - Alejandro V. Villarino
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Eneda Toska
- Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ben Z. Stanger
- Division of Gastroenterology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Nipun B. Merchant
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Jashodeep Datta
- Division of Surgical Oncology, Dewitt Daughtry Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
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Narayan RR, Datta J, D'Angelica MI. ASO Author Reflections: Ras-p53 Cooperativity Predicts Recurrence Patterns After Resection of Colorectal Liver Metastases with Adjuvant Local and Systemic Chemotherapy. Ann Surg Oncol 2022; 29:7589-7590. [PMID: 35773562 PMCID: PMC9560993 DOI: 10.1245/s10434-022-12087-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 06/02/2022] [Indexed: 12/24/2022]
Affiliation(s)
- Raja R Narayan
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jashodeep Datta
- Department of Surgery, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Michael I D'Angelica
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Wagner D, Margonis GA. Gene Alterations, Mediators, and Artificial Intelligence in Colorectal Liver Metastases. Cells 2022; 11:cells11142205. [PMID: 35883648 PMCID: PMC9316659 DOI: 10.3390/cells11142205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 02/04/2023] Open
Affiliation(s)
- Doris Wagner
- Department of General Surgery, Medical University of Graz, 8036 Graz, Austria
- Correspondence: (D.W.); (G.A.M.)
| | - Georgios Antonios Margonis
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of General and Visceral Surgery, Charité Campus Benjamin Franklin, 10117 Berlin, Germany
- Correspondence: (D.W.); (G.A.M.)
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5
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Datta J, Bianchi A, De Castro Silva I, Deshpande NU, Cao LL, Mehra S, Singh S, Rafie C, Sun X, Chen X, Dai X, Colaprico A, Sharma P, Dosch AR, Pillai A, Hosein PJ, Nagathihalli NS, Komanduri KV, Wilson JM, Ban Y, Merchant NB. Distinct mechanisms of innate and adaptive immune regulation underlie poor oncologic outcomes associated with KRAS-TP53 co-alteration in pancreatic cancer. Oncogene 2022; 41:3640-3654. [PMID: 35701533 DOI: 10.1038/s41388-022-02368-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 05/14/2022] [Accepted: 05/30/2022] [Indexed: 11/08/2022]
Abstract
Co-occurrent KRAS and TP53 mutations define a majority of patients with pancreatic ductal adenocarcinoma (PDAC) and define its pro-metastatic proclivity. Here, we demonstrate that KRAS-TP53 co-alteration is associated with worse survival compared with either KRAS-alone or TP53-alone altered PDAC in 245 patients with metastatic disease treated at a tertiary referral cancer center, and validate this observation in two independent molecularly annotated datasets. Compared with non-TP53 mutated KRAS-altered tumors, KRAS-TP53 co-alteration engenders disproportionately innate immune-enriched and CD8+ T-cell-excluded immune signatures. Leveraging in silico, in vitro, and in vivo models of human and murine PDAC, we discover a novel intersection between KRAS-TP53 co-altered transcriptomes, TP63-defined squamous trans-differentiation, and myeloid-cell migration into the tumor microenvironment. Comparison of single-cell transcriptomes between KRAS-TP53 co-altered and KRAS-altered/TP53WT tumors revealed cancer cell-autonomous transcriptional programs that orchestrate innate immune trafficking and function. Moreover, we uncover granulocyte-derived inflammasome activation and TNF signaling as putative paracrine mediators of innate immunoregulatory transcriptional programs in KRAS-TP53 co-altered PDAC. Immune subtyping of KRAS-TP53 co-altered PDAC reveals conflation of intratumor heterogeneity with progenitor-like stemness properties. Coalescing these distinct molecular characteristics into a KRAS-TP53 co-altered "immunoregulatory program" predicts chemoresistance in metastatic PDAC patients enrolled in the COMPASS trial, as well as worse overall survival.
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Affiliation(s)
- Jashodeep Datta
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA.
- Sylvester Comprehensive Cancer Center, Miami, FL, USA.
| | - Anna Bianchi
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Iago De Castro Silva
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nilesh U Deshpande
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Long Long Cao
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Siddharth Mehra
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Samara Singh
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Christine Rafie
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Xiaodian Sun
- Biostatistics and Bioinformatics Shared Resource, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Xi Chen
- Biostatistics and Bioinformatics Shared Resource, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Xizi Dai
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Antonio Colaprico
- Biostatistics and Bioinformatics Shared Resource, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Prateek Sharma
- Department of Surgery, University of Nebraska, Omaha, NE, USA
| | - Austin R Dosch
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Asha Pillai
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Microbiology and Immunology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Peter J Hosein
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nagaraj S Nagathihalli
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
| | - Krishna V Komanduri
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Julie M Wilson
- PanCuRx Translational Research Initiative, Ontario Institute for Cancer Research, Toronto, ON, Canada
| | - Yuguang Ban
- Biostatistics and Bioinformatics Shared Resource, Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Nipun B Merchant
- Division of Surgical Oncology, Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, Miami, FL, USA
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