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Cascella M, Miranda B, Gagliardi C, Santaniello L, Mottola M, Mancusi A, Ferrara L, Monaco F, Gargano F, Perri F, Ottaiano A, Capuozzo M, Piazza O, Pepe S, Crispo A, Guida A, Salzano G, Varrassi G, Liguori L, Sabbatino F, The TRIAL Group. Dissecting the link between PD-1/PD-L1-based immunotherapy and cancer pain: mechanisms, research implications, and artificial intelligence perspectives. EXPLORATION OF IMMUNOLOGY 2024:802-821. [DOI: 10.37349/ei.2024.00174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 11/01/2024] [Indexed: 02/02/2025]
Abstract
Cancer-related pain represents one of the most common complaints of cancer patients especially for those with advanced-stage of disease and/or bone metastases. More effective therapeutic strategies are needed not only to improve the survival of cancer patients but also to relieve cancer-related pain. In the last decade, immune checkpoint inhibitor (ICI)-based immunotherapy targeting programmed cell death-1 (PD-1) and its ligand 1 (PD-L1) has revolutionized cancer care. Beyond its anticancer role, PD-1/PD-L1 axis pathway is involved in many other physiological processes. PD-L1 expression is found in both malignant tissues and normal tissues including the dorsal root ganglion, and spinal cord. Through its interaction with PD-1, PD-L1 can modulate neuron excitability, leading to the suppression of inflammatory, neuropathic, and bone cancer pain. Therefore, since the intricate relationship between immunotherapy and pain should be largely dissected, this comprehensive review explores the complex relationship between PD-1/PD-L1-based immunotherapy and cancer-related pain. It delves into the potential mechanisms through which PD-1/PD-L1 immunotherapy might modulate pain pathways, including neuroinflammation, neuromodulation, opioid mechanisms, and bone processes. Understanding these mechanisms is crucial for developing future research directions in order to optimize pain management strategies in cancer patients. Finally, this article discusses the role of artificial intelligence (AI) in advancing research and clinical practice in this context. AI-based strategies, such as analyzing large datasets and creating predictive models, can identify patterns and correlations between PD-1/PD-L1 immunotherapy and pain. These tools can assist healthcare providers in tailoring treatment plans and pain management strategies to individual patients, ultimately improving outcomes and quality of life for those undergoing PD-1/PD-L1-based immunotherapy.
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Affiliation(s)
- Marco Cascella
- Anesthesia and Pain Management, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Brigida Miranda
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Carmen Gagliardi
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Lucia Santaniello
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Milena Mottola
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Alida Mancusi
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Laura Ferrara
- Anesthesia and Pain Management, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Federica Monaco
- Unit of Anesthesia, ASL Napoli 1 Centro, 80145 Naples, Italy
| | - Francesca Gargano
- Anesthesia and Intensive Care, U.O.C. Fondazione Policlinico Campus Bio-Medico, 00128 Roma, Italy
| | - Francesco Perri
- Medical and Experimental Head and Neck Oncology Unit, Istituto Nazionale Tumori Di Napoli, IRCCS “G. Pascale”, 80131 Naples, Italy
| | - Alessandro Ottaiano
- Unit of Innovative Therapies for Abdominal Metastases, Istituto Nazionale Tumori Di Napoli, IRCCS “G. Pascale”, 80131 Naples, Italy
| | | | - Ornella Piazza
- Anesthesia and Pain Management, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Stefano Pepe
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Anna Crispo
- Epidemiology and Biostatistics Unit, Istituto Nazionale Tumori Di Napoli, IRCCS “G. Pascale”, 80131 Naples, Italy
| | - Agostino Guida
- U.O.C. Odontostomatologia, A.O.R.N. A. Cardarelli, 80131 Naples, Italy
| | - Giovanni Salzano
- Maxillofacial Surgery Unit, Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples Federico II, 80138 Naples, Italy
| | - Giustino Varrassi
- Department of Research, Fondazione Paolo Procacci, 00193 Rome, Italy
| | - Luigi Liguori
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - Francesco Sabbatino
- Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy
| | - The TRIAL Group
- The TRIAL (Try to Research and to Improve the Anticancer Links) Group, 82100 Benevento, Italy
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Golonko A, Pienkowski T, Swislocka R, Orzechowska S, Marszalek K, Szczerbinski L, Swiergiel AH, Lewandowski W. Dietary factors and their influence on immunotherapy strategies in oncology: a comprehensive review. Cell Death Dis 2024; 15:254. [PMID: 38594256 PMCID: PMC11004013 DOI: 10.1038/s41419-024-06641-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 03/26/2024] [Accepted: 04/03/2024] [Indexed: 04/11/2024]
Abstract
Immunotherapy is emerging as a promising avenue in oncology, gaining increasing importance and offering substantial advantages when compared to chemotherapy or radiotherapy. However, in the context of immunotherapy, there is the potential for the immune system to either support or hinder the administered treatment. This review encompasses recent and pivotal studies that assess the influence of dietary elements, including vitamins, fatty acids, nutrients, small dietary molecules, dietary patterns, and caloric restriction, on the ability to modulate immune responses. Furthermore, the article underscores how these dietary factors have the potential to modify and enhance the effectiveness of anticancer immunotherapy. It emphasizes the necessity for additional research to comprehend the underlying mechanisms for optimizing the efficacy of anticancer therapy and defining dietary strategies that may reduce cancer-related morbidity and mortality. Persistent investigation in this field holds significant promise for improving cancer treatment outcomes and maximizing the benefits of immunotherapy.
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Affiliation(s)
- Aleksandra Golonko
- Prof. Waclaw Dabrowski Institute of Agricultural and Food Biotechnology State Research Institute, Rakowiecka 36, 02-532, Warsaw, Poland
- Clinical Research Center, Medical University of Bialystok, M. Skłodowskiej-Curie 24a, 15-276, Bialystok, Poland
| | - Tomasz Pienkowski
- Clinical Research Center, Medical University of Bialystok, M. Skłodowskiej-Curie 24a, 15-276, Bialystok, Poland.
| | - Renata Swislocka
- Department of Chemistry, Biology and Biotechnology, Bialystok University of Technology, Wiejska 45 E, 15-351, Bialystok, Poland
| | - Sylwia Orzechowska
- Faculty of Chemistry, Jagiellonian University, Gronostajowa 2, 30-387, Krakow, Poland
| | - Krystian Marszalek
- Prof. Waclaw Dabrowski Institute of Agricultural and Food Biotechnology State Research Institute, Rakowiecka 36, 02-532, Warsaw, Poland
| | - Lukasz Szczerbinski
- Clinical Research Center, Medical University of Bialystok, M. Skłodowskiej-Curie 24a, 15-276, Bialystok, Poland
| | - Artur Hugo Swiergiel
- Prof. Waclaw Dabrowski Institute of Agricultural and Food Biotechnology State Research Institute, Rakowiecka 36, 02-532, Warsaw, Poland
- Faculty of Biology, Department of Animal and Human Physiology, University of Gdansk, W. Stwosza 59, 80-308, Gdansk, Poland
| | - Wlodzimierz Lewandowski
- Prof. Waclaw Dabrowski Institute of Agricultural and Food Biotechnology State Research Institute, Rakowiecka 36, 02-532, Warsaw, Poland
- Department of Chemistry, Biology and Biotechnology, Bialystok University of Technology, Wiejska 45 E, 15-351, Bialystok, Poland
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3
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Chalif J, Wang H, Spakowicz D, Quick A, Arthur EK, O'Malley D, Chambers LM. The microbiome and gynecologic cancer: cellular mechanisms and clinical applications. Int J Gynecol Cancer 2024; 34:317-327. [PMID: 38088183 DOI: 10.1136/ijgc-2023-004894] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2024] Open
Abstract
The microbiome plays a vital function in maintaining human health and homeostasis. Each microbiota has unique characteristics, including those of the gastrointestinal and female reproductive tract. Dysbiosis, or alterations to the composition of the microbial communities, impacts the microbiota-host relationship and is linked to diseases, including cancer. In addition, studies have demonstrated that the microbiota can contribute to a pro-carcinogenic state through altered host immunologic response, modulation of cell proliferation, signaling, gene expression, and dysregulated metabolism of nutrients and hormones.In recent years, the microbiota of the gut and female reproductive tracts have been linked to many diseases, including gynecologic cancers. Numerous pre-clinical and clinical studies have demonstrated that specific bacteria or microbial communities may contribute to the development of gynecologic cancers. Further, the microbiota may also impact the toxicity and efficacy of cancer therapies, including chemotherapy, immunotherapy, and radiation therapy in women with gynecologic malignancies. The microbiota is highly dynamic and may be altered through various mechanisms, including diet, exercise, medications, and fecal microbiota transplantation. This review provides an overview of the current literature detailing the relationship between gynecologic cancers and the microbiota of the female reproductive and gastrointestinal tracts, focusing on mechanisms of carcinogenesis and strategies for modulating the microbiota for cancer prevention and treatment. Advancing our understanding of the complex relationship between the microbiota and gynecologic cancer will provide a novel approach for prevention and therapeutic modulation in the future.
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Affiliation(s)
- Julia Chalif
- Divison of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - Arthur G James Cancer Hospital and Richard J Solove Research Institute, Columbus, Ohio, USA
| | - Heather Wang
- Ohio University College of Osteopathic Medicine, Athens, Ohio, USA
| | - Daniel Spakowicz
- Division of Medical Oncology, The Ohio State University Comprehensive Cancer Centre, Columbus, Ohio, USA
| | - Allison Quick
- Radiation Oncology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Elizabeth K Arthur
- The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, Ohio, USA
| | - David O'Malley
- Divison of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - Arthur G James Cancer Hospital and Richard J Solove Research Institute, Columbus, Ohio, USA
| | - Laura M Chambers
- Divison of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - Arthur G James Cancer Hospital and Richard J Solove Research Institute, Columbus, Ohio, USA
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Routy B, Jackson T, Mählmann L, Baumgartner CK, Blaser M, Byrd A, Corvaia N, Couts K, Davar D, Derosa L, Hang HC, Hospers G, Isaksen M, Kroemer G, Malard F, McCoy KD, Meisel M, Pal S, Ronai Z, Segal E, Sepich-Poore GD, Shaikh F, Sweis RF, Trinchieri G, van den Brink M, Weersma RK, Whiteson K, Zhao L, McQuade J, Zarour H, Zitvogel L. Melanoma and microbiota: Current understanding and future directions. Cancer Cell 2024; 42:16-34. [PMID: 38157864 PMCID: PMC11096984 DOI: 10.1016/j.ccell.2023.12.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 12/04/2023] [Accepted: 12/05/2023] [Indexed: 01/03/2024]
Abstract
Over the last decade, the composition of the gut microbiota has been found to correlate with the outcomes of cancer patients treated with immunotherapy. Accumulating evidence points to the various mechanisms by which intestinal bacteria act on distal tumors and how to harness this complex ecosystem to circumvent primary resistance to immune checkpoint inhibitors. Here, we review the state of the microbiota field in the context of melanoma, the recent breakthroughs in defining microbial modes of action, and how to modulate the microbiota to enhance response to cancer immunotherapy. The host-microbe interaction may be deciphered by the use of "omics" technologies, and will guide patient stratification and the development of microbiota-centered interventions. Efforts needed to advance the field and current gaps of knowledge are also discussed.
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Affiliation(s)
- Bertrand Routy
- University of Montreal Research Center (CRCHUM), Montreal, QC H2X 0A9, Canada; Hematology-Oncology Division, Department of Medicine, Centre Hospitalier de l'Université de Montréal (CHUM), Montreal, QC H2X 3E4, Canada
| | - Tanisha Jackson
- Melanoma Research Alliance, 730 15th Street NW, Washington, DC 20005, USA
| | - Laura Mählmann
- Seerave Foundation, The Seerave Foundation, 35-37 New Street, St Helier, JE2 3RA Jersey, UK
| | | | - Martin Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, NJ 08854, USA
| | - Allyson Byrd
- Department of Cancer Immunology, Genentech, Inc., South San Francisco, CA 94080, USA
| | | | - Kasey Couts
- Department of Medicine, Division of Medical Oncology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Diwakar Davar
- Department of Medicine and UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Lisa Derosa
- Gustave Roussy Cancer Center, ClinicoBiome, 94805 Villejuif, France; Université Paris Saclay, Faculty of Medicine, 94270 Kremlin Bicêtre, France; Inserm U1015, Equipe Labellisée par la Ligue Contre le Cancer, 94800 Villejuif, France
| | - Howard C Hang
- Departments of Immunology & Microbiology and Chemistry, Scripps Research, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Geke Hospers
- Department of Medical Oncology, University of Groningen, University Medical Center Groningen, 9713 GZ, Groningen, The Netherlands
| | | | - Guido Kroemer
- Centre de Recherche des Cordeliers, Equipe labellisée par la Ligue contre le cancer, Université Paris Cité, Sorbonne Université, Inserm U1138, Institut Universitaire de France, 75006 Paris, France; Metabolomics and Cell Biology Platforms, Institut Gustave Roussy, 94905 Villejuif, France; Institut du Cancer Paris CARPEM, Department of Biology, Hôpital Européen Georges Pompidou, AP-HP, 75015 Paris, France
| | - Florent Malard
- Sorbonne Université, Centre de Recherche Saint-Antoine INSERM UMRs938, Service d'Hématologie Clinique et de Thérapie Cellulaire, Hôpital Saint Antoine, AP-HP, Paris, France
| | - Kathy D McCoy
- Department of Physiology & Pharmacology, Snyder Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Marlies Meisel
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA USA; Cancer Immunology and Immunotherapy Program, UPMC Hillman Cancer Center, Pittsburgh, PA USA
| | - Sumanta Pal
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Ze'ev Ronai
- Sanford Burnham Prebys Discovery Medical Research Institute, La Jolla, CA 92037, USA
| | - Eran Segal
- Weizmann Institute of Science, Computer Science and Applied Mathematics Department, 234th Herzel st., Rehovot 7610001, Israel
| | - Gregory D Sepich-Poore
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA; Micronoma Inc., San Diego, CA 92121, USA
| | - Fyza Shaikh
- Johns Hopkins School of Medicine, Department of Oncology, Baltimore, MD 21287, USA
| | - Randy F Sweis
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Giorgio Trinchieri
- Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marcel van den Brink
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Immunology, Sloan Kettering Institute, New York, NY 10065, USA; Weill Cornell Medical College, New York, NY 10065, USA
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Katrine Whiteson
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA 92697, USA
| | - Liping Zhao
- Department of Biochemistry and Microbiology, New Jersey Institute of Food, Nutrition and Health, Rutgers University, New Brunswick, NY 08901, USA
| | - Jennifer McQuade
- Department of Melanoma Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - Hassane Zarour
- UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA 15232, USA.
| | - Laurence Zitvogel
- Gustave Roussy Cancer Center, ClinicoBiome, 94805 Villejuif, France; Université Paris Saclay, Faculty of Medicine, 94270 Kremlin Bicêtre, France; Inserm U1015, Equipe Labellisée par la Ligue Contre le Cancer, 94800 Villejuif, France; Center of Clinical Investigations in Biotherapies of Cancer (CICBT), Gustave Roussy, 94805 Villejuif, France.
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5
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Liu J, Tian R, Sun C, Guo Y, Dong L, Li Y, Song X. Microbial metabolites are involved in tumorigenesis and development by regulating immune responses. Front Immunol 2023; 14:1290414. [PMID: 38169949 PMCID: PMC10758836 DOI: 10.3389/fimmu.2023.1290414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 12/04/2023] [Indexed: 01/05/2024] Open
Abstract
The human microbiota is symbiotic with the host and can create a variety of metabolites. Under normal conditions, microbial metabolites can regulate host immune function and eliminate abnormal cells in a timely manner. However, when metabolite production is abnormal, the host immune system might be unable to identify and get rid of tumor cells at the early stage of carcinogenesis, which results in tumor development. The mechanisms by which intestinal microbial metabolites, including short-chain fatty acids (SCFAs), microbial tryptophan catabolites (MTCs), polyamines (PAs), hydrogen sulfide, and secondary bile acids, are involved in tumorigenesis and development by regulating immune responses are summarized in this review. SCFAs and MTCs can prevent cancer by altering the expression of enzymes and epigenetic modifications in both immune cells and intestinal epithelial cells. MTCs can also stimulate immune cell receptors to inhibit the growth and metastasis of the host cancer. SCFAs, MTCs, bacterial hydrogen sulfide and secondary bile acids can control mucosal immunity to influence the occurrence and growth of tumors. Additionally, SCFAs, MTCs, PAs and bacterial hydrogen sulfide can also affect the anti-tumor immune response in tumor therapy by regulating the function of immune cells. Microbial metabolites have a good application prospect in the clinical diagnosis and treatment of tumors, and our review provides a good basis for related research.
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Affiliation(s)
- Jiahui Liu
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Ruxian Tian
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Caiyu Sun
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Ying Guo
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Lei Dong
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Yumei Li
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
| | - Xicheng Song
- Department of Otorhinolaryngology, Head and Neck Surgery, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Shandong Provincial Clinical Research Center for Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
- Yantai Key Laboratory of Otorhinolaryngologic Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, China
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Goldschmidt JH, Chou L, Chan PK, Chen L, Robert N, Kinsey J, Pitts K, Nestor M, Rock EP, Lazarus HM. Real-world outcomes of 18,186 metastatic solid tumor outpatients: Baseline blood cell counts correlate with survival after immune checkpoint inhibitor therapy. Cancer Med 2023; 12:20783-20797. [PMID: 37962239 PMCID: PMC10709745 DOI: 10.1002/cam4.6645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 09/27/2023] [Accepted: 10/16/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Patient survival in advanced/metastatic melanoma, non-small cell lung cancer (NSCLC), and renal cell carcinoma (RCC) has improved with immune checkpoint inhibitors (ICI). Biomarkers' role in prognosis and treatment has been limited by conflicting trial results. METHODS This retrospective, observational study analyzed baseline demographic, clinical, laboratory, and treatment data versus outcomes of The US Oncology Network adult outpatients. Patients with advanced/metastatic melanoma, NSCLC, or RCC treated between January 1, 2015 and November 30, 2020 were given ICI monotherapy or combination therapy with ipilimumab, pembrolizumab, nivolumab, or atezolizumab. Treatment outcomes (overall survival [OS], time to treatment discontinuation, time to next treatment) were followed longitudinally until May 31, 2021, last patient record, or date of death. Baseline blood cell counts, including absolute monocyte count (AMC), absolute lymphocyte count (ALC), monocyte-to-lymphocyte ratio (MLR), absolute neutrophil count (ANC), and eosinophil count, were subdivided into quintiles for univariate and multivariable Cox regression analyses. RESULTS Data from 18,186 patients with advanced/metastatic melanoma (n = 3314), NSCLC (n = 12,416), and RCC (n = 2456) were analyzed. Better OS correlated with increased baseline serum albumin concentration, increased eosinophil and lymphocyte counts, and Western United States physician practice location. Decreased OS correlated with increased AMC, MLR, ANC, age, and worse Eastern Cooperative Oncology Group performance status. CONCLUSIONS To our knowledge, this study is the largest to date to associate baseline survival indicators and outcomes in outpatients with advanced/metastatic melanoma, NSCLC, or RCC and receiving ICIs. Results may inform disease-specific prognostic models and help providers identify patients most likely to benefit from ICI therapy.
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Affiliation(s)
| | | | | | | | | | - Joyce Kinsey
- Partner Therapeutics, IncLexingtonMassachusettsUSA
| | | | - Matt Nestor
- Partner Therapeutics, IncLexingtonMassachusettsUSA
| | | | - Hillard M. Lazarus
- Department of Medicine, Division of Hematology and OncologyCase Western Reserve UniversityClevelandOhioUSA
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7
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Boesch M, Baty F, Rassouli F, Kowatsch T, Joerger M, Früh M, Brutsche MH. Non-pharmaceutical interventions to optimize cancer immunotherapy. Oncoimmunology 2023; 12:2255459. [PMID: 37791231 PMCID: PMC10543347 DOI: 10.1080/2162402x.2023.2255459] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/31/2023] [Indexed: 10/05/2023] Open
Abstract
The traditional picture of cancer patients as weak individuals requiring maximum rest and protection is beginning to dissolve. Too much focus on the medical side and one's own vulnerability and mortality might be counterproductive and not doing justice to the complexity of human nature. Unlike cytotoxic and lympho-depleting treatments, immune-engaging therapies strengthen the immune system and are typically less harmful for patients. Thus, cancer patients receiving checkpoint inhibitors are not viewed as being vulnerable per se, at least not in immunological and physical terms. This perspective article advocates a holistic approach to cancer immunotherapy, with an empowered patient in the center, focusing on personal resources and receiving domain-specific support from healthcare professionals. It summarizes recent evidence on non-pharmaceutical interventions to enhance the efficacy of immune checkpoint blockade and improve quality of life. These interventions target behavioral factors such as diet, physical activity, stress management, circadian timing of checkpoint inhibitor infusion, and waiving unnecessary co-medication curtailing immunotherapy efficacy. Non-pharmaceutical interventions are universally accessible, broadly applicable, instantly actionable, scalable, and economically sustainable, creating value for all stakeholders involved. Most importantly, this holistic framework re-emphasizes the patient as a whole and harnesses the full potential of anticancer immunity and checkpoint blockade, potentially leading to survival benefits. Digital therapeutics are proposed to accompany the patients on their mission toward change in lifestyle-related behaviors for creating optimal conditions for treatment efficacy and personal growth.
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Affiliation(s)
| | - Florent Baty
- Lung Center, Cantonal Hospital St.Gallen, St.Gallen, Switzerland
| | - Frank Rassouli
- Lung Center, Cantonal Hospital St.Gallen, St.Gallen, Switzerland
| | - Tobias Kowatsch
- Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland
- School of Medicine, University of St.Gallen, St.Gallen, Switzerland
- Centre for Digital Health Interventions, Department of Technology, Management, and Economics, ETH Zurich, Zurich, Switzerland
| | - Markus Joerger
- Department of Medical Oncology and Hematology, Cantonal Hospital St.Gallen, St.Gallen, Switzerland
| | - Martin Früh
- Department of Medical Oncology and Hematology, Cantonal Hospital St.Gallen, St.Gallen, Switzerland
- Department of Medical Oncology, University Hospital Bern, Bern, Switzerland
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8
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Lu Y, Yuan X, Wang M, He Z, Li H, Wang J, Li Q. Gut microbiota influence immunotherapy responses: mechanisms and therapeutic strategies. J Hematol Oncol 2022; 15:47. [PMID: 35488243 PMCID: PMC9052532 DOI: 10.1186/s13045-022-01273-9] [Citation(s) in RCA: 189] [Impact Index Per Article: 63.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 04/20/2022] [Indexed: 12/12/2022] Open
Abstract
The gut microbiota have long been recognized to play a key role in human health and disease. Currently, several lines of evidence from preclinical to clinical research have gradually established that the gut microbiota can modulate antitumor immunity and affect the efficacy of cancer immunotherapies, especially immune checkpoint inhibitors (ICIs). Deciphering the underlying mechanisms reveals that the gut microbiota reprogram the immunity of the tumor microenvironment (TME) by engaging innate and/or adaptive immune cells. Notably, one of the primary modes by which the gut microbiota modulate antitumor immunity is by means of metabolites, which are small molecules that could spread from their initial location of the gut and impact local and systemic antitumor immune response to promote ICI efficiency. Mechanistic exploration provides novel insights for developing rational microbiota-based therapeutic strategies by manipulating gut microbiota, such as fecal microbiota transplantation (FMT), probiotics, engineered microbiomes, and specific microbial metabolites, to augment the efficacy of ICI and advance the age utilization of microbiota precision medicine.
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Affiliation(s)
- Yuting Lu
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Xiangliang Yuan
- Department of Laboratory Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Miao Wang
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Zhihao He
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Hongzhong Li
- Chongqing Key Laboratory of Molecular Oncology and Epigenetics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Ji Wang
- National Institute of TCM Constitution and Preventive Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China.
| | - Qin Li
- Department of Oncology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
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9
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Stirling ER, Bronson SM, Mackert JD, Cook KL, Triozzi PL, Soto-Pantoja DR. Metabolic Implications of Immune Checkpoint Proteins in Cancer. Cells 2022; 11:179. [PMID: 35011741 PMCID: PMC8750774 DOI: 10.3390/cells11010179] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/20/2021] [Accepted: 12/29/2021] [Indexed: 12/29/2022] Open
Abstract
Expression of immune checkpoint proteins restrict immunosurveillance in the tumor microenvironment; thus, FDA-approved checkpoint inhibitor drugs, specifically PD-1/PD-L1 and CTLA-4 inhibitors, promote a cytotoxic antitumor immune response. Aside from inflammatory signaling, immune checkpoint proteins invoke metabolic reprogramming that affects immune cell function, autonomous cancer cell bioenergetics, and patient response. Therefore, this review will focus on the metabolic alterations in immune and cancer cells regulated by currently approved immune checkpoint target proteins and the effect of costimulatory receptor signaling on immunometabolism. Additionally, we explore how diet and the microbiome impact immune checkpoint blockade therapy response. The metabolic reprogramming caused by targeting these proteins is essential in understanding immune-related adverse events and therapeutic resistance. This can provide valuable information for potential biomarkers or combination therapy strategies targeting metabolic pathways with immune checkpoint blockade to enhance patient response.
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Affiliation(s)
- Elizabeth R. Stirling
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (E.R.S.); (K.L.C.); (P.L.T.)
| | - Steven M. Bronson
- Department of Pathology, Section of Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
- Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Jessica D. Mackert
- Department of Surgery, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
| | - Katherine L. Cook
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (E.R.S.); (K.L.C.); (P.L.T.)
- Department of Surgery, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
- Wake Forest School of Medicine Comprehensive Cancer Center, Winston-Salem, NC 27157, USA
| | - Pierre L. Triozzi
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (E.R.S.); (K.L.C.); (P.L.T.)
- Wake Forest School of Medicine Comprehensive Cancer Center, Winston-Salem, NC 27157, USA
- Department of Hematology and Oncology, Wake Forest School of Medicine Comprehensive Cancer Center, Winston-Salem, NC 27157, USA
| | - David R. Soto-Pantoja
- Department of Cancer Biology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA; (E.R.S.); (K.L.C.); (P.L.T.)
- Department of Surgery, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA;
- Wake Forest School of Medicine Comprehensive Cancer Center, Winston-Salem, NC 27157, USA
- Department of Radiation Oncology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
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10
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The intratumoral microbiome: Characterization methods and functional impact. Cancer Lett 2021; 522:63-79. [PMID: 34517085 DOI: 10.1016/j.canlet.2021.09.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 09/01/2021] [Accepted: 09/06/2021] [Indexed: 12/24/2022]
Abstract
Live-pathogenic bacteria, which were identified inside tumors hundreds year ago, are key elements in modern cancer research. As they have a relatively accessible genome, they offer a multitude of metabolic engineering opportunities, useful in several clinical fields. Better understanding of the tumor microenvironment and its associated microbiome would help conceptualize new metabolically engineered species, triggering efficient therapeutic responses against cancer. Unfortunately, given the low microbial biomass nature of tumors, characterizing the tumor microbiome remains a challenge. Tumors have a high host versus bacterial DNA ratio, making it extremely complex to identify tumor-associated bacteria. Nevertheless, with the improvements in next-generation analytic tools, recent studies demonstrated the existence of intratumor bacteria inside defined tumors. It is now proven that each cancer subtype has a unique microbiome, characterized by bacterial communities with specific metabolic functions. This review provides a brief overview of the main approaches used to characterize the tumor microbiome, and of the recently proposed functions of intracellular bacteria identified in oncological entities. The therapeutic aspects of live-pathogenic microbes are also discussed, regarding the tumor microenvironment of each cancer type.
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