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Barbe R, Belkouchi Y, Menu Y, Cohen R, David C, Kind M, Harguem S, Dawi L, Hadchiti J, Selhane F, Billet N, Ammari S, Bertin A, Lawrance L, Cervantes B, Hollebecque A, Balleyguier C, Cournede PH, Talbot H, Lassau N, Andre T. Imaging-guided prognostic score-based approach to assess the benefits of combotherapy versus monotherapy with immune checkpoint inhibitors in metastatic MSI-H colorectal cancer patients. Eur J Cancer 2024; 202:114020. [PMID: 38502988 DOI: 10.1016/j.ejca.2024.114020] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/04/2024] [Accepted: 03/10/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND This retrospective study determined survival responses to immune checkpoint inhibitors (ICIs), comparing mono- (mono) and combo-immunotherapy (combo) in patients with microsatellite instability-high (MSI-H) metastatic colorectal cancer (mCRC) by analyzing quantitative imaging data and clinical factors. METHODS One hundred fifty patients were included from two centers and divided into training (n = 105) and validation (n = 45) cohorts. Radiologists manually annotated chest-abdomen-pelvis computed tomography and calculated tumor burden. Progression-free survival (PFS) was assessed, and variables were selected through Recursive Feature Elimination. Cutoff values were determined using maximally selected rank statistics to binarize features, forming a risk score with hazard ratio-derived weights. RESULTS In total, 2258 lesions were annotated with excellent reproducibility. Key variables in the training cohort included: total tumor volume (cutoff: 73 cm3), lesion count (cutoff: 20), age (cutoff: 60) and the presence of peritoneal carcinomatosis. Their respective weights were 1.13, 0.96, 0.91, and 0.38, resulting in a risk score cutoff of 1.36. Low-score patients showed similar overall survival and PFS regardless of treatment, while those with a high-score had significantly worse survivals with mono vs combo (P = 0.004 and P = 0.0001). In the validation set, low-score patients exhibited no significant difference in overall survival and PFS with mono or combo. However, patients with a high-score had worse PFS with mono (P = 0.046). CONCLUSIONS A score based on total tumor volume, lesion count, the presence of peritoneal carcinomatosis, and age can guide MSI-H mCRC treatment decisions, allowing oncologists to identify suitable candidates for mono and combo ICI therapies.
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Affiliation(s)
- Rémy Barbe
- Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Younes Belkouchi
- Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France; Université Paris-Saclay, Centrale-Supelec, Centre de vision numérique, Gif-Sur-Yvette, France
| | - Yves Menu
- Département d'imagerie, Gustave Roussy, Villejuif, France; SIRIC CURAMUS, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France; Sorbonne University, Department of Medical Oncology, Saint-Antoine Hospital, AP-HP, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France
| | - Romain Cohen
- SIRIC CURAMUS, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France; Sorbonne University, Department of Medical Oncology, Saint-Antoine Hospital, AP-HP, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France
| | - Clemence David
- Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Michele Kind
- Département d'imagerie, Institut Bergonié, Bordeaux, France
| | - Sana Harguem
- Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Lama Dawi
- Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Joya Hadchiti
- Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Fatine Selhane
- Département d'imagerie, Gustave Roussy, Villejuif, France
| | - Nicolas Billet
- Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Samy Ammari
- Département d'imagerie, Gustave Roussy, Villejuif, France; Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Ambroise Bertin
- Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Littisha Lawrance
- Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Baptiste Cervantes
- SIRIC CURAMUS, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France; Sorbonne University, Department of Medical Oncology, Saint-Antoine Hospital, AP-HP, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France
| | - Antoine Hollebecque
- Département d'Innovation Thérapeutique et Essais Précoces (DITEP), Gustave Roussy, Villejuif, France
| | - Corinne Balleyguier
- Département d'imagerie, Gustave Roussy, Villejuif, France; Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Paul-Henry Cournede
- Université Paris-Saclay, Centrale-Supelec, Lab of Mathematics and Informatics, Gif-Sur-Yvette, France
| | - Hugues Talbot
- Université Paris-Saclay, Centrale-Supelec, Centre de vision numérique, Gif-Sur-Yvette, France
| | - Nathalie Lassau
- Département d'imagerie, Gustave Roussy, Villejuif, France; Laboratoire BIOMAPS, CNRS, INSERM, CEA, Université Paris Saclay, Villejuif, France
| | - Thierry Andre
- SIRIC CURAMUS, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France; Sorbonne University, Department of Medical Oncology, Saint-Antoine Hospital, AP-HP, INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe Labellisée par la Ligue Nationale Contre le Cancer, Paris, France.
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Leowattana W, Leowattana T, Leowattana P. Paradigm shift of chemotherapy and systemic treatment for biliary tract cancer. World J Gastrointest Oncol 2023; 15:959-972. [PMID: 37389105 PMCID: PMC10302992 DOI: 10.4251/wjgo.v15.i6.959] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 04/14/2023] [Accepted: 05/05/2023] [Indexed: 06/14/2023] Open
Abstract
Biliary tract cancers (BTC) are frequently identified at late stages and have a poor prognosis due to limited systemic treatment regimens. For more than a decade, the combination of gemcitabine and cis-platin has served as the first-line standard treatment. There are few choices for second-line chemo-therapy. Targeted treatment with fibroblast growth factor receptor 2 inhibitors, neurotrophic tyrosine receptor kinase inhibitors, and isocitrate dehydrogenase 1 inhibitors has had important results. Immune checkpoint inhibitors (ICI) such as pembrolizumab are only used in first-line treatment for microsatellite instability high patients. The TOPAZ-1 trial's outcome is encouraging, and there are several trials underway that might soon put targeted treatment and ICI combos into first-line options. Newer targets and agents for existing goals are being studied, which may represent a paradigm shift in BTC management. Due to a scarcity of targetable mutations and the higher toxicity profile of the current medications, the new category of drugs may occupy a significant role in BTC therapies.
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Affiliation(s)
- Wattana Leowattana
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Rachatawee 10400, Bangkok, Thailand
| | - Tawithep Leowattana
- Department of Medicine, Faculty of Medicine, Srinakharinwirot University, Wattana 10110, Bangkok, Thailand
| | - Pathomthep Leowattana
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Rachatawee 10400, Bangkok, Thailand
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O'Malley DM, Bariani GM, Cassier PA, Marabelle A, Hansen AR, De Jesus Acosta A, Miller WH, Safra T, Italiano A, Mileshkin L, Amonkar M, Yao L, Jin F, Norwood K, Maio M. Health-related quality of life with pembrolizumab monotherapy in patients with previously treated advanced microsatellite instability high/mismatch repair deficient endometrial cancer in the KEYNOTE-158 study. Gynecol Oncol 2022; 166:245-253. [PMID: 35835611 DOI: 10.1016/j.ygyno.2022.06.005] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 06/07/2022] [Accepted: 06/08/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Pembrolizumab demonstrated a clinically meaningful objective response rate in patients with previously treated, advanced MSI-H/dMMR endometrial cancer in the multicohort phase 2 KEYNOTE-158 study (ClinicalTrials.gov, NCT02628067). We present health-related quality of life (HRQoL) results for these patients. METHODS This analysis included patients from cohorts D (endometrial cancer with any MSI status) and K (any MSI-H/dMMR solid tumor except colorectal) who had previously treated, advanced MSI-H/dMMR endometrial cancer. Patients received pembrolizumab 200 mg Q3W for 35 cycles. EORTC QLQ-C30 and EQ-5D-3L questionnaires were administered at baseline, at regular intervals during treatment, and 30 days after treatment discontinuation. Pre-specified exploratory analyses included changes from baseline to week 9 in QLQ-C30 global health status (GHS)/QoL and EQ-5D-3L visual analog scale (VAS) score for all patients and by best overall response. RESULTS 84 of 90 enrolled patients completed ≥1 HRQoL questionnaire and were included in the analysis. QLQ-C30 and EQ-5D-3L compliance rates were 90% and 94%, respectively, at baseline, and 92% and 93% at week 9. Mean (95% CI) QLQ-C30 GHS/QoL scores improved from baseline to week 9 by 6.08 (0.71-11.46) points in the overall population, with greater improvement in patients who achieved complete or partial response (11.67 [5.33-18.00]-point increase). Mean (95% CI) EQ-5D-3L VAS scores improved by 6.00 (2.25-9.75) points in the overall population and 9.11 (5.24-12.98) points in patients with CR/PR. CONCLUSIONS Pembrolizumab maintained or improved HRQoL in patients with previously treated, advanced MSI-H/dMMR endometrial cancer, further supporting efficacy and safety results from KEYNOTE-158 and pembrolizumab use in this setting.
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Affiliation(s)
- D M O'Malley
- The Ohio State University Wexner Medical Center and The James Comprehensive Cancer Center, Columbus, OH, USA. David.O'
| | - G M Bariani
- Instituto do Câncer do Estado de São Paulo, Universidade de São Paulo, São Paulo, Brazil.
| | | | - A Marabelle
- Gustave Roussy, Institut National de la Santé et de la Recherche Médicale U1015 & CIC1428, Université Paris Saclay, Villejuif, France.
| | - A R Hansen
- Princess Margaret Cancer Centre, Toronto, ON, Canada.
| | - A De Jesus Acosta
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA.
| | - W H Miller
- Segal Cancer Centre, Jewish General Hospital, Rossy Cancer Network, McGill University, Montreal, QC, Canada.
| | - T Safra
- Tel Aviv Medical Center and Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - A Italiano
- Early Phase Trials Unit, Institut Bergonié and Faculty of Medicine, University of Bordeaux, Bordeaux, France.
| | - L Mileshkin
- Peter MacCallum Cancer Centre and the Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia.
| | | | - L Yao
- Merck & Co., Inc., Rahway, NJ, USA.
| | - F Jin
- Merck & Co., Inc., Rahway, NJ, USA.
| | | | - M Maio
- University of Siena and Center for Immuno-Oncology, Department of Oncology, University Hospital, Siena, Italy.
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Sahin IH, Goyal S, Pumpalova Y, Sonbol MB, Das S, Haraldsdottir S, Ahn D, Ciombor KK, Chen Z, Draper A, Berlin J, Bekaii‐Saab T, Lesinski GB, El‐Rayes BF, Wu C. Mismatch Repair (MMR) Gene Alteration and BRAF V600E Mutation Are Potential Predictive Biomarkers of Immune Checkpoint Inhibitors in MMR-Deficient Colorectal Cancer. Oncologist 2021; 26:668-675. [PMID: 33631043 PMCID: PMC8342606 DOI: 10.1002/onco.13741] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [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: 10/31/2020] [Accepted: 12/21/2020] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitor (ICI) therapy is highly effective in metastatic mismatch repair-deficient (MMR-D) colorectal cancer (CRC). In this study, we evaluated molecular and clinical predictors of ICI response in MMR-D CRC. MATERIALS AND METHODS Patient databases at four cancer institutions were queried. The Fisher exact test was performed to test the association of clinical and molecular markers. The Kaplan-Meier method was used to estimate progression-free survival (PFS) and compared by the log-rank test. Twelve- and 24-month PFS rates were compared by the Z test. RESULTS A total of 60 patients with CRC with MMR-D/microsatellite instability-high who previously received ICIs were identified. Patients with liver metastasis had a lower overall response rate as compared with other sites of metastasis (36.4% vs. 68.7%; p = .081). Patients with MLH1/PMS2 loss had worse 1-year and 2-year PFS rates compared with patients with MSH2/MSH6 loss (84.2% vs. 57.8% and 78.2% vs. 54.2%, respectively; p < .001). There were improved 1-year and 2-year PFS rates in patients with wild-type BRAF when compared with patients with BRAF V600E mutation (73.3% vs. 40%, and 73.3% vs. 26.7%; respectively; p < .001). Patients aged >65 had significantly worse PFS rates as compared with patients aged ≤65 (p < .001). CONCLUSION BRAF V600E mutation, MLH1 and/or PMS2 loss, as well as age >65 years and liver metastasis, may be predictive of duration of ICI response in patients with MMR-D CRC. Larger cohorts are needed to confirm our findings. IMPLICATIONS FOR PRACTICE The results of this study reveal clinically important biomarkers that potentially predict immune checkpoint inhibitor response in patients with mismatch repair-deficient colorectal cancer.
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Affiliation(s)
| | - Subir Goyal
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
| | | | | | - Satya Das
- Vanderbilt University Ingram Cancer CenterNashvilleTennesseeUSA
| | | | | | | | - Zhengjia Chen
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
| | - Amber Draper
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
| | - Jordan Berlin
- Vanderbilt University Ingram Cancer CenterNashvilleTennesseeUSA
| | | | - Gregory B. Lesinski
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
| | - Bassel F. El‐Rayes
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
| | - Christina Wu
- Emory University School of Medicine, Winship Cancer InstituteAtlantaGeorgiaUSA
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Schneider CJ, Krainock M, Malashevich AK, Malhotra M, Olshan P, Billings PR, Aleshin A. ctDNA Clearance and Radiographic Resolution of Disease in Response to Dual Checkpoint Inhibition in Metastatic Microsatellite Stable Colorectal Cancer with a High Tumor Mutation Burden. Case Rep Oncol 2021; 14:849-853. [PMID: 34248549 PMCID: PMC8255721 DOI: 10.1159/000516190] [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: 03/15/2021] [Accepted: 03/22/2021] [Indexed: 12/01/2022] Open
Abstract
Immunotherapy (IO) has increasingly been demonstrated to provide therapeutic benefit to patients with metastatic colorectal cancer (mCRC). However, only a subset of mCRC tumors respond to IO. Monitoring response with tumor biomarkers like carcinoembryonic antigen (CEA) has been challenging in patients with microsatellite stable (MSS) mCRC due to low expression of CEA (CEA/lo). Noninvasive blood-based biomarkers such as circulating tumor DNA (ctDNA) can inform early treatment response and augment radiographic monitoring. We describe a case study of a patient with chemotherapy-refractory CEA/lo MSS mCRC, with metastatic disease present in a cardiophrenic lymph node. The patient was given 2 cycles of combination IO (ipilimumab/nivolumab). Response was monitored by ctDNA using a multiplex PCR next-generation sequencing assay, CEA, and CT scan. After IO administration, ctDNA levels rapidly declined, becoming undetectable. This was concurrent with radiographic resolution of the lymph node metastasis. Serial monitoring of CEA during this same period was uninformative, with no significant changes observed. Significant decline in ctDNA identified metastatic response to IO in a patient with CEA/lo, MSS mCRC and was concurrently validated by CT scan. This case study provides evidence that ctDNA can be used as a prospective surrogate for radiographic tumor response.
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Affiliation(s)
- Charles J Schneider
- Abramson Cancer Center at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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