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Zilberg C, Ferguson AL, Lyons JG, Gupta R, Damian DL. The tumor immune microenvironment in primary cutaneous melanoma. Arch Dermatol Res 2025; 317:273. [PMID: 39825956 PMCID: PMC11742903 DOI: 10.1007/s00403-024-03758-8] [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: 07/19/2024] [Revised: 12/04/2024] [Accepted: 12/20/2024] [Indexed: 01/20/2025]
Abstract
Melanoma is an immunogenic tumor. The melanoma tumor immune microenvironment (TIME) is made up of a heterogenous mix of both immune and non-immune cells as well as a multitude of signaling molecules. The interactions between tumor cells, immune cells and signaling molecules affect tumor progression and therapeutic responses. Understanding the composition and function of the TIME in primary cutaneous melanoma is useful for prognostication and therapeutic decisions. This review provides an overview of the components of the TIME in primary cutaneous melanoma, and their influence on clinical outcomes.
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Affiliation(s)
- Catherine Zilberg
- The University of Sydney, NSW , Camperdown, 2050, Australia.
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Missenden Rd, Camperdown, NSW, 2050, Australia.
| | - Angela L Ferguson
- The University of Sydney, NSW , Camperdown, 2050, Australia
- Centenary Institute, The University of Sydney, Missenden Rd, Camperdown, NSW, 2050, Australia
| | - J Guy Lyons
- Centenary Institute, The University of Sydney, Missenden Rd, Camperdown, NSW, 2050, Australia
- Department of Dermatology, The University of Sydney at Royal Prince Alfred Hospital, Missenden Rd, NSW , Camperdown, 2050, Australia
| | - Ruta Gupta
- The University of Sydney, NSW , Camperdown, 2050, Australia
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Missenden Rd, Camperdown, NSW, 2050, Australia
| | - Diona L Damian
- Department of Dermatology, The University of Sydney at Royal Prince Alfred Hospital, Missenden Rd, NSW , Camperdown, 2050, Australia
- Melanoma Institute Australia, 40 Rocklands Rd, NSW, Wollstonecraft, 2065, Australia
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2
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Vickram S, Infant SS, Manikandan S, Jenila Rani D, Mathan Muthu CM, Chopra H. Immune biomarkers and predictive signatures in gastric cancer: Optimizing immunotherapy responses. Pathol Res Pract 2025; 265:155743. [PMID: 39616978 DOI: 10.1016/j.prp.2024.155743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 11/07/2024] [Accepted: 11/25/2024] [Indexed: 12/11/2024]
Abstract
Gastric cancer is a malignant disease with a poor prognosis and few therapeutic options once it has advanced. Immunotherapy using ICIs has emerged as a viable therapeutic method; nevertheless, reliable immunological biomarkers are required to identify who may benefit from these therapies. It focuses on key immune biomarkers and predictive signatures in gastric cancer, such as PD-L1 expression, microsatellite instability (MSI), tumor mutational burden (TMB), and Epstein-Barr virus (EBV) status, to optimize gastric cancer patients' immunotherapy responses. PD-L1 expression is a popular biomarker for ICI effectiveness. Tumors with high MSI-H and TMB are the most susceptible to ICIs because they are highly immunogenic. EBV-positive stomach tumors are highly immunogenic, and immunotherapy has a high response rate. Combining composite biomarker panels with multi-omics-based techniques improved patient selection accuracy. In recent years, machine learning models have been integrated into next-generation sequencing. Dynamic, real-time-monitorable biomarkers for real-time immune response monitoring are also being considered. Thus, enhancing biomarker-driven immunotherapy is critical for improving clinical outcomes with gastric cancer. There is still more work to be done in this field, and verifying developing biomarkers will be an important component in the future of customized cancer therapy.
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Affiliation(s)
- Sundaram Vickram
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India.
| | - Shofia Saghya Infant
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India
| | - S Manikandan
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India
| | - D Jenila Rani
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India
| | - C M Mathan Muthu
- Department of Biotechnology, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India
| | - Hitesh Chopra
- Centre for Research Impact & Outcome, Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab 140401, India.
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Willemsen M, Bulgarelli J, Chauhan S, Lereim R, Angeli D, Grisendi G, Krebbers G, Davidson I, Kyte J, Guidoboni M, Luiten R, Bakker W. Changes in AXL and/or MITF melanoma subpopulations in patients receiving immunotherapy. IMMUNO-ONCOLOGY TECHNOLOGY 2024; 24:101009. [PMID: 39697983 PMCID: PMC11652950 DOI: 10.1016/j.iotech.2024.101009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
Background Tumor heterogeneity is a hurdle to effective therapy, as illustrated by the 'mixed responses' frequently seen in immunotherapy-treated patients. Previously, AXL+ tumor cells were identified to be highly resistant to targeted therapy, whereas more differentiated MITF+ tumor cells do respond to RAF and MEK inhibitors. Patients and methods In this study, we analyzed tumor heterogeneity and explored the presence of the previously described AXL+ or MITF+ melanoma subpopulations in metastatic tissues by NanoString gene expression analysis, single-cell RNA sequencing and in situ multiplex immunofluorescence. Furthermore, we analyzed how these subpopulations correlate with immunological pressure and response to immunotherapy by immunomodulating antibodies or autologous tumor lysate-loaded dendritic cell vaccination. Results Our data demonstrate large interpatient variability and variable therapy-induced changes independent of the type of therapy. We identify the presence of previously described AXL+ and MITF+ subpopulations in metastatic tissues both at the mRNA level and in situ at the protein level, and demonstrate that MITF+ melanoma cells are significantly decreased upon immunotherapy, while AXL+ melanoma cell numbers are stable. MITF+ tumor cells showed the most significant inverse correlation with CD8+ T cells. Our patient cohort also shows that immunotherapy-induced changes in the abundance of AXL+ or MITF+ tumor cells did not correlate with improved survival. Conclusions Overall, this study suggests that more differentiated MITF+ tumors are efficiently targeted by immunotherapy, while AXL+ tumor cells may be more resistant, analogous to their response to targeted therapy.
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Affiliation(s)
- M. Willemsen
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - J. Bulgarelli
- Immunotherapy Cell Therapy and Biobank (ITCB) Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - S.K. Chauhan
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - R.R. Lereim
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - D. Angeli
- Unit of Biostatistics and Clinical Trials, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - G. Grisendi
- Laboratory of Cellular Therapy, Division of Oncology, Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - G. Krebbers
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - I. Davidson
- Department of Functional Genomics and Cancer, IGBMC, CNRS/INSERM, Illkirch, France
| | - J.A. Kyte
- Department of Cancer Immunology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
- Department of Clinical Cancer Research, Oslo University Hospital, Oslo, Norway
| | - M. Guidoboni
- Department of Oncology, Ferrara University Hospital, University of Ferrara, Ferrara, Italy
| | - R.M. Luiten
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
| | - W.J. Bakker
- Department of Dermatology and Netherlands Institute for Pigment Disorders, Amsterdam University Medical Centers, Location AMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, The Netherlands
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Lenz HJ, Argilés G, de Jonge MJA, Yaeger R, Doi T, El-Khoueiry A, Eskens F, Kuboki Y, Bertulis J, Nazabadioko S, Pronk L, Tabernero J. A phase I dose-escalation study of LRP5/6 antagonist BI 905677 in patients with advanced solid tumors. ESMO Open 2024; 9:103729. [PMID: 39617530 DOI: 10.1016/j.esmoop.2024.103729] [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: 04/18/2024] [Revised: 08/23/2024] [Accepted: 08/28/2024] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND Aberrant Wnt pathway signaling has been implicated in the development of many cancers. Targeting of low-density lipoprotein receptor-related protein 5/6 (LRP5/6) co-receptors inhibits Wnt signaling and may be a novel therapy. BI 905677 is an LRP5/6 antagonist that has demonstrated preclinical antitumor activity. PATIENTS AND METHODS This (NCT03604445) was a phase I, dose-escalation study evaluating BI 905677 for patients with advanced solid tumors over two dosing schedules (A: i.v. infusion every 3 weeks, 3-week cycles; B: i.v. infusion every 2 weeks, 4-week cycles). Adult patients were eligible if they had exhausted treatment options and had an Eastern Cooperative Oncology Group performance status of 0-1. The primary endpoints were the maximum tolerated dose (MTD) and safety. Other endpoints were pharmacokinetics, pharmacodynamics, and efficacy. RESULTS In total, 37 patients received BI 905677 over nine dose cohorts (0.05-3.6 mg/kg/every 3 weeks). Dose-limiting toxicities were only reported during cycle 1 in the 3.6 mg/kg cohort and the MTD was established at 2.8 mg/kg every 3 weeks. Enrollment for schedule B was not pursued. The most frequently reported adverse events were diarrhea (35.1%), vomiting (21.6%), and C-telopeptide increase (18.9%). All patients in the 3.6 mg/kg cohort experienced a dose-limiting toxicity, suggesting a narrow therapeutic index. Paired pre-treatment and on-treatment biopsies, where available, showed decreased Axin2 expression by reverse transcriptase polymerase chain reaction with treatment, suggesting target inhibition. Best response observed was stable disease in 14 (38%) patients. CONCLUSION The MTD of BI 905677 was set at 2.8 mg/kg every 3 weeks. BI 905677 was well tolerated but a narrow therapeutic range and minimal efficacy led to early termination of the trial.
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Affiliation(s)
- H-J Lenz
- USC Norris (Keck School of Medicine) Comprehensive Cancer Center, Los Angeles, USA.
| | - G Argilés
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain; Departament de Cirurgia, Universitat Autònoma de Barcelona, Barcelona, Spain; Memorial Sloan Kettering Cancer Center, New York, USA
| | - M J A de Jonge
- Erasmus MC, University Medical Center Rotterdam Cancer Institute, Rotterdam, the Netherlands
| | - R Yaeger
- Memorial Sloan Kettering Cancer Center, New York, USA
| | - T Doi
- National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | - A El-Khoueiry
- USC Norris (Keck School of Medicine) Comprehensive Cancer Center, Los Angeles, USA
| | - F Eskens
- Erasmus MC, University Medical Center Rotterdam Cancer Institute, Rotterdam, the Netherlands
| | - Y Kuboki
- National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | - J Bertulis
- Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riß, Germany
| | | | - L Pronk
- Boehringer Ingelheim España S.A., Madrid, Spain
| | - J Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain; Vall d'Hebron Barcelona Hospital Campus and Institute of Oncology (VHIO), Barcelona, Spain
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Geidel G, Parnian N, Meß C, Schlepper N, Rünger A, Heidrich I, Hansen I, Smit DJ, Menz A, Pantel K, Schneider SW, Kött J, Gebhardt C. Differential predictive value of tissue-specific PD-L1 expression scores in adjuvant immunotherapy of melanoma. J Eur Acad Dermatol Venereol 2024; 38:2017-2023. [PMID: 38877773 DOI: 10.1111/jdv.20177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 05/23/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND Adjuvant treatment of stage II-IV melanoma with PD-1-based immune checkpoint inhibitors (ICI) has improved relapse-free survival (RFS) and has therefore become a standard-of-care treatment option. Approximately 25%-30% of patients still recur within 1 year. Predictive biomarkers reflecting real-world data are desired. The predictive relevance of tumour tissue PD-L1 expression in the adjuvant setting remains inconclusive. OBJECTIVES This retrospective, observational study was conducted to evaluate the value of PD-L1 expression scores in different tumour tissue locations in predicting response towards adjuvant immunotherapeutic treatment. METHODS Tumour tissue taken prior to anti-PD-1 adjuvant ICI in 243 stage II-IV melanoma patients was collected at University Skin Cancer Center Hamburg. PD-L1 expression was evaluated on immune cells (ICS), tumour cells (TPS) and combined (CPS). Scores were determined by independent pathological physician quantification and correlated with therapy outcome at different cut-off (CO) levels (relapse-free survival, RFS) for different tumour tissue locations (primary tumour, metastases). RESULTS A total of 104 patients were eligible for analysis. Positivity of ICS, TPS and CPS showed no predictive RFS outcome association at different CO levels when analysed irrespective of tissue origin. In primary tumours, ICS at CO 1% showed a significantly improved RFS upon positivity (HR 0.22). In contrast, positivity to TPS (CO 1%) correlated significantly and independently with improved RFS when evaluated in metastatic tumour tissue specimens (HR 0.37). CONCLUSIONS PD-L1 tumour tissue expression may serve as a predictive biomarker for adjuvant ICI treatment response stratification in melanoma, but caution should be spent on the origin of tumour tissue analysed. The cell-type relevant for the predictive value of PD-L1 expression is tissue-specific with immune cells being important in primary tumours while tumour cells are key in metastases. The present results should be validated in a multicentre cohort.
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Affiliation(s)
- Glenn Geidel
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Niousha Parnian
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christian Meß
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Noemi Schlepper
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Alessandra Rünger
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Isabel Heidrich
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Inga Hansen
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Daniel J Smit
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anne Menz
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Klaus Pantel
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan W Schneider
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Julian Kött
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoffer Gebhardt
- University Skin Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Souza VGP, Telkar N, Lam WL, Reis PP. Comprehensive Analysis of Lung Adenocarcinoma and Brain Metastasis through Integrated Single-Cell Transcriptomics. Int J Mol Sci 2024; 25:3779. [PMID: 38612588 PMCID: PMC11012108 DOI: 10.3390/ijms25073779] [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: 02/20/2024] [Revised: 03/21/2024] [Accepted: 03/21/2024] [Indexed: 04/14/2024] Open
Abstract
Lung adenocarcinoma (LUAD) is a highly prevalent and lethal form of lung cancer, comprising approximately half of all cases. It is often diagnosed at advanced stages with brain metastasis (BM), resulting in high mortality rates. Current BM management involves complex interventions and conventional therapies that offer limited survival benefits with neurotoxic side effects. The tumor microenvironment (TME) is a complex system where cancer cells interact with various elements, significantly influencing tumor behavior. Immunotherapies, particularly immune checkpoint inhibitors, target the TME for cancer treatment. Despite their effectiveness, it is crucial to understand metastatic lung cancer and the specific characteristics of the TME, including cell-cell communication mechanisms, to refine treatments. Herein, we investigated the tumor microenvironment of brain metastasis from lung adenocarcinoma (LUAD-BM) and primary tumors across various stages (I, II, III, and IV) using single-cell RNA sequencing (scRNA-seq) from publicly available datasets. Our analysis included exploring the immune and non-immune cell composition and the expression profiles and functions of cell type-specific genes, and investigating the interactions between different cells within the TME. Our results showed that T cells constitute the majority of immune cells present in primary tumors, whereas microglia represent the most dominant immune cell type in BM. Interestingly, microglia exhibit a significant increase in the COX pathway. Moreover, we have shown that microglia primarily interact with oligodendrocytes and endothelial cells. One significant interaction was identified between DLL4 and NOTCH4, which demonstrated a relevant association between endothelial cells and microglia and between microglia and oligodendrocytes. Finally, we observed that several genes within the HLA complex are suppressed in BM tissue. Our study reveals the complex molecular and cellular dynamics of BM-LUAD, providing a path for improved patient outcomes with personalized treatments and immunotherapies.
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Affiliation(s)
- Vanessa G. P. Souza
- Molecular Oncology Laboratory, Experimental Research Unit, Faculty of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, SP, Brazil
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Nikita Telkar
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- British Columbia Children’s Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - Wan L. Lam
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Patricia P. Reis
- Molecular Oncology Laboratory, Experimental Research Unit, Faculty of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, SP, Brazil
- Department of Surgery and Orthopedics, Faculty of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, SP, Brazil
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Al Assaad M, Shin N, Sigouros M, Manohar J, Antysheva Z, Kotlov N, Kiriy D, Nikitina A, Kleimenov M, Tsareva A, Makarova A, Fomchenkova V, Dubinina J, Boyko A, Almog N, Wilkes D, Escalon JG, Saxena A, Elemento O, Sternberg CN, Nanus DM, Mosquera JM. Deciphering the origin and therapeutic targets of cancer of unknown primary: a case report that illustrates the power of integrative whole-exome and transcriptome sequencing analysis. Front Oncol 2024; 13:1274163. [PMID: 38318324 PMCID: PMC10838960 DOI: 10.3389/fonc.2023.1274163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 12/18/2023] [Indexed: 02/07/2024] Open
Abstract
Cancer of unknown primary (CUP) represents a significant diagnostic and therapeutic challenge, being the third to fourth leading cause of cancer death, despite advances in diagnostic tools. This article presents a successful approach using a novel genomic analysis in the evaluation and treatment of a CUP patient, leveraging whole-exome sequencing (WES) and RNA sequencing (RNA-seq). The patient, with a history of multiple primary tumors including urothelial cancer, exhibited a history of rapid progression on empirical chemotherapy. The application of our approach identified a molecular target, characterized the tumor expression profile and the tumor microenvironment, and analyzed the origin of the tumor, leading to a tailored treatment. This resulted in a substantial radiological response across all metastatic sites and the predicted primary site of the tumor. We argue that a comprehensive genomic and molecular profiling approach, like the BostonGene© Tumor Portrait, can provide a more definitive, personalized treatment strategy, overcoming the limitations of current predictive assays. This approach offers a potential solution to an unmet clinical need for a standardized approach in identifying the tumor origin for the effective management of CUP.
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Affiliation(s)
- Majd Al Assaad
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Nara Shin
- BostonGene Corporation, Waltham, MA, United States
| | - Michael Sigouros
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Jyothi Manohar
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
| | | | | | - Daria Kiriy
- BostonGene Corporation, Waltham, MA, United States
| | | | | | | | | | | | | | | | - Nava Almog
- BostonGene Corporation, Waltham, MA, United States
| | - David Wilkes
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Joanna G. Escalon
- Department of Radiology, Weill Cornell Medicine, New York, NY, United States
| | - Ashish Saxena
- Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Olivier Elemento
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Cora N. Sternberg
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States
- Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - David M. Nanus
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States
- Department of Medicine, Weill Cornell Medicine, New York, NY, United States
| | - Juan Miguel Mosquera
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY, United States
- Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY, United States
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8
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Bredel D, Tihic E, Mouraud S, Danlos FX, Susini S, Aglave M, Alfaro A, Mohamed-Djalim C, Rouanne M, Halse H, Bigorgne A, Tselikas L, Dalle S, Hartl DM, Baudin E, Guettier C, Vibert E, Rosmorduc O, Robert C, Ferlicot S, Parier B, Albiges L, de Montpreville VT, Besse B, Mercier O, Even C, Breuskin I, Classe M, Radulescu C, Lebret T, Pautier P, Gouy S, Scoazec JY, Zitvogel L, Marabelle A, Bonvalet M. Immune checkpoints are predominantly co-expressed by clonally expanded CD4 +FoxP3 + intratumoral T-cells in primary human cancers. J Exp Clin Cancer Res 2023; 42:333. [PMID: 38057799 DOI: 10.1186/s13046-023-02897-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 11/11/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND In addition to anti-PD(L)1, anti-CTLA-4 and anti-LAG-3, novel immune checkpoint proteins (ICP)-targeted antibodies have recently failed to demonstrate significant efficacy in clinical trials. In these trials, patients were enrolled without screening for drug target expression. Although these novel ICP-targeted antibodies were expected to stimulate anti-tumor CD8 + T-cells, the rationale for their target expression in human tumors relied on pre-clinical IHC stainings and transcriptomic data, which are poorly sensitive and specific techniques for assessing membrane protein expression on immune cell subsets. Our aim was to describe ICP expression on intratumoral T-cells from primary solid tumors to better design upcoming neoadjuvant cancer immunotherapy trials. METHODS We prospectively performed multiparameter flow cytometry and single-cell RNA sequencing (scRNA-Seq) paired with TCR sequencing on freshly resected human primary tumors of various histological types to precisely determine ICP expression levels within T-cell subsets. RESULTS Within a given tumor type, we found high inter-individual variability for tumor infiltrating CD45 + cells and for T-cells subsets. The proportions of CD8+ T-cells (~ 40%), CD4+ FoxP3- T-cells (~ 40%) and CD4+ FoxP3+ T-cells (~ 10%) were consistent across patients and indications. Intriguingly, both stimulatory (CD25, CD28, 4-1BB, ICOS, OX40) and inhibitory (PD-1, CTLA-4, PD-L1, CD39 and TIGIT) checkpoint proteins were predominantly co-expressed by intratumoral CD4+FoxP3+ T-cells. ScRNA-Seq paired with TCR sequencing revealed that T-cells with high clonality and high ICP expressions comprised over 80% of FoxP3+ cells among CD4+ T-cells. Unsupervised clustering of flow cytometry and scRNAseq data identified subsets of CD8+ T-cells and of CD4+ FoxP3- T-cells expressing certain checkpoints, though these expressions were generally lower than in CD4+ FoxP3+ T-cell subsets, both in terms of proportions among total T-cells and ICP expression levels. CONCLUSIONS Tumor histology alone does not reveal the complete picture of the tumor immune contexture. In clinical trials, assumptions regarding target expression should rely on more sensitive and specific techniques than conventional IHC or transcriptomics. Flow cytometry and scRNAseq accurately characterize ICP expression within immune cell subsets. Much like in hematology, flow cytometry can better describe the immune contexture of solid tumors, offering the opportunity to guide patient treatment according to drug target expression rather than tumor histological type.
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Affiliation(s)
- Delphine Bredel
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
| | - Edi Tihic
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
| | - Séverine Mouraud
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
| | - François-Xavier Danlos
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Gustave Roussy, Département d'Innovation Thérapeutique Et d'Essais Précoces (DITEP), 94805, Villejuif, France
| | - Sandrine Susini
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
| | - Marine Aglave
- Gustave Roussy, Plateforme de bioinformatique, F-94805, Villejuif, France
| | - Alexia Alfaro
- Gustave Roussy, Université Paris-Saclay, UMS 23/3655, Plateforme Imagerie Et Cytométrie, Villejuif, France
| | - Chifaou Mohamed-Djalim
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
| | - Mathieu Rouanne
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Department of Microbiology and Immunology, Vagelos College of Physicians and Surgeons, Columbia University, New York, USA
| | - Héloise Halse
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1163, Institut Imagine, Université Paris Descartes, 75015, Paris, France
| | - Amélie Bigorgne
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1163, Institut Imagine, Université Paris Descartes, 75015, Paris, France
| | - Lambros Tselikas
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Gustave Roussy, Université Paris Saclay, Département d'Anesthésie, Chirurgie et Imagerie Interventionnelle, F-94805, Villejuif, France
| | - Stéphane Dalle
- Department of Dermatology, HCL Cancer Institute, Lyon Cancer Research Center, 69495, Lyon, France
| | - Dana M Hartl
- Gustave Roussy, Université Paris Saclay, Département d'Anesthésie, Chirurgie et Imagerie Interventionnelle, F-94805, Villejuif, France
| | - Eric Baudin
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
| | - Catherine Guettier
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Service d'Anatomie Pathologique, Hôpital Bicêtre, AP-HP, 94270, Le Kremlin-Bicêtre, France
- UMR-S 1193, Hôpital Paul Brousse Université Paris Saclay, 94800, Villejuif, France
| | - Eric Vibert
- UMR-S 1193, Hôpital Paul Brousse Université Paris Saclay, 94800, Villejuif, France
- Centre Hépato-Biliaire, Hôpital Paul Brousse, AP-HP, 94800, Villejuif, France
| | - Olivier Rosmorduc
- Centre Hépato-Biliaire, Hôpital Paul Brousse, AP-HP, 94800, Villejuif, France
| | - Caroline Robert
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U981, Gustave Roussy, 94805, Villejuif, France
| | - Sophie Ferlicot
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Service d'Anatomie Pathologique, Hôpital Bicêtre, AP-HP, 94270, Le Kremlin-Bicêtre, France
- Centre National de Recherche Scientifique (CNRS), Gustave Roussy, Université Paris-Saclay, UMR 9019, 94805, Villejuif, France
| | - Bastien Parier
- Service de Chirurgie Urologique, Hôpital Bicêtre, AP-HP, Le Kremlin-Bicêtre, France
| | - Laurence Albiges
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
| | | | - Benjamin Besse
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
| | - Olaf Mercier
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
- Service de Chirurgie Thoracique Et Transplantation Cardio-Pulmonaire, Hôpital Marie-Lannelongue, UMR_S 999 INSERM, Université Paris-Saclay, GHPSJ, 92350, Le Plessis-Robinson, France
| | - Caroline Even
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
| | - Ingrid Breuskin
- Gustave Roussy, Université Paris Saclay, Département d'Anesthésie, Chirurgie et Imagerie Interventionnelle, F-94805, Villejuif, France
| | - Marion Classe
- Gustave Roussy, Département de Biopathologie, F-94805, Villejuif, France
| | - Camélia Radulescu
- Département de Pathologie, Hôpital Foch, UVSQ, Université Paris-Saclay, 92150, Suresnes, France
| | - Thierry Lebret
- Département d'Urologie, Hôpital Foch, UVSQ-Université Paris-Saclay, 92150, Suresnes, France
| | - Patricia Pautier
- Gustave Roussy, Département d'Oncologie Médicale, F-94805, Villejuif, France
| | - Sébastien Gouy
- Gustave Roussy, Université Paris Saclay, Département d'Anesthésie, Chirurgie et Imagerie Interventionnelle, F-94805, Villejuif, France
| | - Jean-Yves Scoazec
- Gustave Roussy, Département de Biopathologie, F-94805, Villejuif, France
| | - Laurence Zitvogel
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France
| | - Aurélien Marabelle
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France.
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France.
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France.
- Université Paris-Saclay, Faculté de Médecine, 94270, Le Kremlin-Bicêtre, France.
- Gustave Roussy, Département d'Innovation Thérapeutique Et d'Essais Précoces (DITEP), 94805, Villejuif, France.
| | - Mélodie Bonvalet
- Gustave Roussy, 114 Rue Édouard Vaillant, 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) U1015, Laboratoire de Recherche Translationnelle en Immunothérapie (LRTI), 94805, Villejuif, France
- Institut National de La Santé Et de La Recherche Médicale (INSERM) CIC1428, Centre d'Investigation Clinique BIOTHERIS, 94805, Villejuif, France
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9
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Xu JL, Yang MX, Lan HR, Jin KT. Could immunoscore improve the prognostic and therapeutic management in patients with solid tumors? Int Immunopharmacol 2023; 124:110981. [PMID: 37769534 DOI: 10.1016/j.intimp.2023.110981] [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: 08/12/2023] [Revised: 09/20/2023] [Accepted: 09/20/2023] [Indexed: 10/03/2023]
Abstract
The Immunoscore (ISc) is an emerging immune-based scoring system that has shown potential in improving the prognostic and therapeutic management of patients with solid tumors. The ISc evaluates the immune infiltrate within the tumor microenvironment (TME) and has demonstrated superior predictive ability compared to traditional histopathological parameters. It has been particularly promising in colorectal, lung, breast, and melanoma cancers. This review summarizes the clinical evidence supporting the prognostic value of the ISc and explores its potential in guiding therapeutic decisions, such as the selection of adjuvant therapies and recognizing patients likely to profit from immune checkpoint inhibitors (ICIs). The challenges and future directions of ISc implementation are also discussed, including standardization and integration into routine clinical practice.
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Affiliation(s)
- Jing-Lun Xu
- Department of Dermatology, Jinhua Fifth Hospital, Jinhua, Zhejiang 321000, China
| | - Meng-Xiang Yang
- Department of Colorectal Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang 321000, China
| | - Huan-Rong Lan
- Department of Surgical Oncology, Hangzhou Cancer Hospital, Hangzhou, Zhejiang 310002, China.
| | - Ke-Tao Jin
- Department of Colorectal Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang 321000, China.
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10
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Rubatto M, Fava P, Stanganelli I, Ribero S, Pigozzo J, Di Giacomo AM, Ridolfi L, Tronconi MC, Trojaniello C, Bersanelli M, Garutti M, Indini A, De Risi I, De Tursi M, Merelli B, Morgese F, Occelli M, Cappellini GCA, Poletto S, Fedele D, Brugnara S, Frisinghelli M, Formisano L, Conca R, Tucci M, Russillo M, Ceroni L, Queirolo P, Targato G, Strippoli S, Mandalà M, Guida M, Quaglino P. Discontinuation of anti-PD1 in advanced melanoma: an observational retrospective study from the Italian Melanoma Intergroup. Eur J Cancer 2023; 187:25-35. [PMID: 37099946 DOI: 10.1016/j.ejca.2023.03.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/16/2023] [Accepted: 03/20/2023] [Indexed: 04/28/2023]
Abstract
BACKGROUND Immunotherapy has improved the survival of patients with stage IV melanoma. In responders, clinical benefits may be long-lasting and persist even after treatment discontinuation. The optimal duration of anti-PD1 (anti-Programmed cell death-1) therapy in metastatic melanoma patients remains to be elucidated. Moreover, limited data are available on clinical outcomes of patients that discontinued anti-PD1 immunotherapy in a real-life setting. The aim of this study was to evaluate the progression-free survival (PFS) in patients with metastatic melanoma who interrupted anti-PD-1 treatment in the in the absence of disease progression. METHODS We retrospectively reviewed patients with advanced/metastatic melanoma treated with anti-PD1 immunotherapy at 23 Italian Melanoma Intergroup (IMI) centres. The study investigated the risk of relapse in patients who stopped anti-PD1 therapy due to CR (Complete response), treatment-related toxicity, or by their own choice after a long period of treatment. Clinical and biological factors associated with or without recurrence were evaluated. RESULTS The study population included 237 patients. The median age of patients was 68.9 years (standard deviation: 13; range 33-95). The median time on treatment was 33 months (standard deviation: 18, 7; range 1-98). Among the 237 patients, 128 (54%) interrupted the anti-PD1 for CR, 74 patients (31.2%) for adverse events (37 patients in CR, 27 patients in partial response (PR), ten patients in stable disease (SD), and 35 patients (14.8%) by their own choice (12 patients in CR, 17 patients in PR, and 6 patients in SD). After a mean follow-up of 21 months (range 1-81), PFS after anti-PD1 discontinuation was 85.7%. Thirty-four patients (14.3%) developed disease progression after a median of 12 months (range 1-35): ten patients (29.4%) after discontinuation in CR, 17 patients (50%) after discontinuation for treatment-related toxicity (seven in CR, five in PR, five in SD), and seven (20.6%) after discontinuation due to the patient's decision (two in CR, four in PR, one in SD). Only 7.8% of patients who interrupted in CR (10/128), along with 23% of patients who interrupted for limiting toxicity (17/74) and 20% of patients who interrupted by their own choice (7/35), developed recurrence. Regarding patients who discontinued therapy because of CR, we observed a negative association between recurrence and site of primary melanoma, especially mucosal sites (p = <0.05, HR (Hazard ratio) 15.57 IC (confidence interval) 95% 2.64-91.73). Moreover, M1b patients who achieved a CR showed a lower number of relapses (p = <0.05, HR 3.84 IC 95% 1.40-8.48). CONCLUSIONS This study shows in a real-life setting that, with anti-PD-1 therapy, long-lasting responses, can be maintained after anti-PD1 interruption. In 70.6% of cases, recurrences were observed among patients who did not obtain a CR at treatment discontinuation.
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Affiliation(s)
- Marco Rubatto
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy.
| | - Paolo Fava
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy
| | - Ignazio Stanganelli
- Skin Cancer Unit, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Meldola, Italy
| | - Simone Ribero
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy
| | | | | | - Laura Ridolfi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Maria Chiara Tronconi
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, Humanitas Clinical and Research Center - IRCCS, Milan, Italy
| | - Claudia Trojaniello
- Department of Melanoma and Cancer Immunotherapy, Istituto Nazionale Tumori IRCCS Fondazione Pascale, Napoli, Italy
| | | | - Mattia Garutti
- CRO Aviano National Cancer Institute IRCCS, 33081 Aviano, Italy
| | - Alice Indini
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Ivana De Risi
- Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, 70124 Bari, Italy
| | - Michele De Tursi
- Department of Medical, Oral and Biotechnological Sciences, Gabriele d'Annunzio University of Chieti and Pescara, Chieti, Italy
| | - Barbara Merelli
- Unit of Medical Oncology, Department of Oncology and Haematology, Papa Giovanni XXIII Cancer Center Hospital, Piazza OMS 1, 24100 Bergamo, Italy
| | - Francesca Morgese
- Clinica Oncologica, Università Politecnica delle Marche, AOU Ospedali Riuniti Di Ancona, Ancona, Italy
| | - Marcella Occelli
- Department of Medicine, Clinical Oncology and Translational Research, Azienda Ospedaliera Santa Croce and Carle University Teaching Hospital, Cuneo, Italy
| | | | - Stefano Poletto
- Istituto di Candiolo, FPO - IRCCS, Candiolo, Italy; Department of Oncology, University of Turin, Torino, Italy
| | - Dahlia Fedele
- Skin Cancer Unit, Department of Medical Oncology, Maggiore Hospital of Trieste, Trieste, Italy
| | - Sonia Brugnara
- Department of Medical Oncology, Santa Chiara Hospital, Trento, Italy
| | | | - Luigi Formisano
- Department of Clinical Medicine and Surgery, Federico II University, Naples, Italy
| | - Raffaele Conca
- Division of Medical Oncology, Department of Onco-Hematology, IRCCS-CROB, Referral Cancer Center of Basilicata, Rionero, Vulture, Italy
| | - Marco Tucci
- Department of Biomedical Sciences and Clinical Oncology, University of Bari 'Aldo Moro', Section of Internal Medicine and Oncology, P.za Giulio Cesare, 11, 70124 Bari, Italy
| | | | | | - Paola Queirolo
- Division of Medical Oncology for Melanoma, Sarcoma, and Rare Tumors, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giada Targato
- Department of Medical Oncology, Academic Hospital of Udine, Italy
| | - Sabino Strippoli
- Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, 70124 Bari, Italy
| | - Mario Mandalà
- Unit of Medical Oncology, University of Perugia, Perugia, Italy
| | - Michele Guida
- Rare Tumors and Melanoma Unit, IRCCS Istituto Tumori Giovanni Paolo II, 70124 Bari, Italy
| | - Pietro Quaglino
- Department of Medical Sciences, Section of Dermatology, University of Turin, Torino, Italy
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11
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Greenstein AE, Hunt HJ. The glucocorticoid receptor modulator relacorilant reverses the immunosuppressive effects of cortisol. Int Immunopharmacol 2023; 120:110312. [PMID: 37230031 DOI: 10.1016/j.intimp.2023.110312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/26/2023] [Accepted: 05/07/2023] [Indexed: 05/27/2023]
Abstract
Cortisol, an endogenous glucocorticoid receptor (GR) agonist, controls a broad transcriptional program that affects T-cell activation, pro-inflammatory cytokine secretion, apoptosis, and immune-cell trafficking. The degree to which endogenous cortisol blunts the anti-tumor immune response checkpoint inhibitors stimulate had not been assessed. We addressed this question using relacorilant, a selective GR modulator (SGRM) that competitively antagonizes the effects of cortisol activity. GR expression in human tumor and immune cells positively correlated with PD-L1 expression and tumor infiltration of Th2 and Treg cells, and negatively correlated with Th1-cell infiltration. In vitro, cortisol inhibited, and relacorilant restored, T-cell activation and pro-inflammatory cytokine secretion in human peripheral blood mononuclear cells. In the ovalbumin-expressing EG7 and MC38 immune-competent tumor models, relacorilant significantly improved anti-PD-1 antibody efficacy and showed favorable effects on antigen-specific T-cells and systemic TNFα and IL-10. These data characterize the broad immunosuppressive effects of endogenous cortisol and highlight the potential of combining an SGRM with an immune checkpoint inhibitor.
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Affiliation(s)
| | - Hazel J Hunt
- Corcept Therapeutics, 149 Commonwealth Dr, Menlo Park, CA 94025, USA.
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12
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Camargo CP, Muhuri AK, Alapan Y, Sestito LF, Khosla M, Manspeaker MP, Smith AS, Paulos CM, Thomas SN. A dhesion analysis via a tumor vasculature-like microfluidic device identifies CD8 + T cells with enhanced tumor homing to improve cell therapy. Cell Rep 2023; 42:112175. [PMID: 36848287 DOI: 10.1016/j.celrep.2023.112175] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 12/14/2022] [Accepted: 02/13/2023] [Indexed: 02/27/2023] Open
Abstract
CD8+ T cell recruitment to the tumor microenvironment is critical for the success of adoptive cell therapy (ACT). Unfortunately, only a small fraction of transferred cells home to solid tumors. Adhesive ligand-receptor interactions have been implicated in CD8+ T cell homing; however, there is a lack of understanding of how CD8+ T cells interact with tumor vasculature-expressed adhesive ligands under the influence of hemodynamic flow. Here, the capacity of CD8+ T cells to home to melanomas is modeled ex vivo using an engineered microfluidic device that recapitulates the hemodynamic microenvironment of the tumor vasculature. Adoptively transferred CD8+ T cells with enhanced adhesion in flow in vitro and tumor homing in vivo improve tumor control by ACT in combination with immune checkpoint blockade. These results show that engineered microfluidic devices can model the microenvironment of the tumor vasculature to identify subsets of T cells with enhanced tumor infiltrating capabilities, a key limitation in ACT.
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Affiliation(s)
- Camila P Camargo
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Abir K Muhuri
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Yunus Alapan
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Lauren F Sestito
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
| | - Megha Khosla
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Margaret P Manspeaker
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA; School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Aubrey S Smith
- Winship Cancer Institute, Emory University, Atlanta, GA 30332, USA; Department of Microbiology & Immunology, Medical University of South Carolina, Charleston, SC 29425, USA
| | | | - Susan N Thomas
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA; Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA; Winship Cancer Institute, Emory University, Atlanta, GA 30332, USA.
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13
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Liu X, Yang Y, Zheng X, Liu M, Wang G. Enhancedanti-tumor efficacy through a combination of intramuscularly expressed DNA vaccine and plasmid-encoded PD-1 antibody. Front Immunol 2023; 14:1169850. [PMID: 37138873 PMCID: PMC10150030 DOI: 10.3389/fimmu.2023.1169850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 03/24/2023] [Indexed: 05/05/2023] Open
Abstract
Immune check inhibitors (ICIs) have moderate response rates (~20%-30%) in some malignancies clinically, and, when used in combination with other immunotherapeutic strategies such as DNA tumor vaccines, there is evidence to suggest that they could optimize the efficacy of cancer treatment. In this study, we validated that intramuscular injection of plasmid DNA (pDNA) encoding OVA combined with pDNA encoding α-PD-1 (abbreviated as α-PD-1 in the following treatment groups) may enhance therapeutic efficacy by means of in situ gene delivery and enhanced muscle-specific potent promoter. Mice treated with pDNA-OVA or pDNA-α-PD-1 alone showed weak tumor inhibition in the MC38-OVA-bearing model. In comparison, the combined treatment of pDNA-OVA and pDNA-α-PD-1 resulted in superior tumor growth inhibition and a significantly improved survival rate of over 60% on day 45. In the B16-F10-OVA metastasis model, the addition of the DNA vaccine enhanced resistance to tumor metastasis and increased the populations of CD8+ T cells in blood and spleen. In conclusion, the current research shows that a combination of pDNA-encoded PD-1 antibody and DNA vaccine expressed in vivo is an efficient, safe, and economical strategy for tumor therapy.
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Affiliation(s)
- Xun Liu
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu, Sichuan, China
| | - Yueyao Yang
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu, Sichuan, China
| | - Xiufeng Zheng
- Department of Medical Oncology/Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ming Liu
- Department of Medical Oncology/Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Gang Wang, ; Ming Liu,
| | - Gang Wang
- National Engineering Research Center for Biomaterials, College of Biomedical Engineering, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Gang Wang, ; Ming Liu,
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14
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Retzlaff J, Lai X, Berking C, Vera J. Integration of transcriptomics data into agent-based models of solid tumor metastasis. Comput Struct Biotechnol J 2023; 21:1930-1941. [PMID: 36942106 PMCID: PMC10024179 DOI: 10.1016/j.csbj.2023.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 02/06/2023] [Accepted: 02/06/2023] [Indexed: 03/06/2023] Open
Abstract
Recent progress in our understanding of cancer mostly relies on the systematic profiling of patient samples with high-throughput techniques like transcriptomics. With this approach, one can find gene signatures and networks underlying cancer aggressiveness and therapy resistance. However, omics data alone cannot generate insights into the spatiotemporal aspects of tumor progression. Here, multi-level computational modeling is a promising approach that would benefit from protocols to integrate the data generated by the high-throughput profiling of patient samples. We present a computational workflow to integrate transcriptomics data from tumor patients into hybrid, multi-scale cancer models. In the method, we conduct transcriptomics analysis to select key differentially regulated pathways in therapy responders and non-responders and link them to agent-based model parameters. We then determine global and local sensitivity through systematic model simulations that assess the relevance of parameter variations in triggering therapy resistance. We illustrate the methodology with a de novo generated agent-based model accounting for the interplay between tumor and immune cells in a melanoma micrometastasis. The application of the workflow identifies three distinct scenarios of therapy resistance.
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Affiliation(s)
- Jimmy Retzlaff
- Laboratory of Systems Tumor Immunology, Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Xin Lai
- Laboratory of Systems Tumor Immunology, Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- BioMediTech, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Carola Berking
- Laboratory of Systems Tumor Immunology, Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | - Julio Vera
- Laboratory of Systems Tumor Immunology, Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
- Corresponding author at: Laboratory of Systems Tumor Immunology, Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
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Padinharayil H, Alappat RR, Joy LM, Anilkumar KV, Wilson CM, George A, Valsala Gopalakrishnan A, Madhyastha H, Ramesh T, Sathiyamoorthi E, Lee J, Ganesan R. Advances in the Lung Cancer Immunotherapy Approaches. Vaccines (Basel) 2022; 10:1963. [PMID: 36423060 PMCID: PMC9693102 DOI: 10.3390/vaccines10111963] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/13/2022] [Accepted: 11/17/2022] [Indexed: 09/19/2023] Open
Abstract
Despite the progress in the comprehension of LC progression, risk, immunologic control, and treatment choices, it is still the primary cause of cancer-related death. LC cells possess a very low and heterogeneous antigenicity, which allows them to passively evade the anticancer defense of the immune system by educating cytotoxic lymphocytes (CTLs), tumor-infiltrating lymphocytes (TILs), regulatory T cells (Treg), immune checkpoint inhibitors (ICIs), and myeloid-derived suppressor cells (MDSCs). Though ICIs are an important candidate in first-line therapy, consolidation therapy, adjuvant therapy, and other combination therapies involving traditional therapies, the need for new predictive immunotherapy biomarkers remains. Furthermore, ICI-induced resistance after an initial response makes it vital to seek and exploit new targets to benefit greatly from immunotherapy. As ICIs, tumor mutation burden (TMB), and microsatellite instability (MSI) are not ideal LC predictive markers, a multi-parameter analysis of the immune system considering tumor, stroma, and beyond can be the future-oriented predictive marker. The optimal patient selection with a proper adjuvant agent in immunotherapy approaches needs to be still revised. Here, we summarize advances in LC immunotherapy approaches with their clinical and preclinical trials considering cancer models and vaccines and the potential of employing immunology to predict immunotherapy effectiveness in cancer patients and address the viewpoints on future directions. We conclude that the field of lung cancer therapeutics can benefit from the use of combination strategies but with comprehension of their limitations and improvements.
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Affiliation(s)
- Hafiza Padinharayil
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Reema Rose Alappat
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Liji Maria Joy
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Kavya V. Anilkumar
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Cornelia M. Wilson
- Life Sciences Industry Liaison Lab, School of Psychology and Life Sciences, Canterbury Christ Church University, Sandwich CT13 9ND, UK
| | - Alex George
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Abilash Valsala Gopalakrishnan
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, Tamil Nadu, India
| | - Harishkumar Madhyastha
- Department of Cardiovascular Physiology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan
| | - Thiyagarajan Ramesh
- Department of Basic Medical Sciences, College of Medicine, Prince Sattam bin Abdulaziz University, P.O. Box 173, Al-Kharj 11942, Saudi Arabia
| | | | - Jintae Lee
- School of Chemical Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Raja Ganesan
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24253, Republic of Korea
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16
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Susek KH, Schwietzer YA, Karvouni M, Gilljam M, Keszei M, Hussain A, Lund J, Kashif M, Lundqvist A, Ljunggren HG, Nahi H, Wagner AK, Alici E. Generation of NK cells with chimeric-switch receptors to overcome PD1-mediated inhibition in cancer immunotherapy. Cancer Immunol Immunother 2022; 72:1153-1167. [PMID: 36355079 PMCID: PMC10110653 DOI: 10.1007/s00262-022-03317-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 10/25/2022] [Indexed: 11/12/2022]
Abstract
AbstractMultiple myeloma (MM) is an incurable hematological cancer, in which immune checkpoint inhibition (ICI) with monoclonal antibodies (mAbs) has failed due to uncontrollable immune responses in combination therapies and lack of efficacy in monotherapies. Although NK cell-specific checkpoint targets such as NKG2A and KIRs are currently being evaluated in clinical trials, the clinical impact of NK cells on the PD1 cascade is less well understood compared to T cells. Furthermore, while NK cells have effector activity within the TME, under continuous ligand exposure, NK cell dysfunctionality may occur due to interaction of PD1 and its ligand PD-L1. Due to above-mentioned factors, we designed novel NK cell specific PD1-based chimeric switch receptors (PD1-CSR) by employing signaling domains of DAP10, DAP12 and CD3ζ to revert NK cell inhibition and retarget ICI. PD1-CSR modified NK cells showed increased degranulation, cytokine secretion and cytotoxicity upon recognition of PD-L1+ target cells. Additionally, PD1-CSR+ NK cells infiltrated and killed tumor spheroids. While primary NK cells (pNK), expressing native PD1, showed decreased degranulation and cytokine production against PD-L1+ target cells by twofold, PD1-CSR+ pNK cells demonstrated increased activity upon PD-L1+ target cell recognition and enhanced antibody-dependent cellular cytotoxicity. PD1-CSR+ pNK cells from patients with MM increased degranulation and cytokine expression against autologous CD138+PD-L1+ malignant plasma cells. Taken together, the present results demonstrate that PD1-CSR+ NK cells enhance and sustain potent anti-tumor activity in a PD-L1+ microenvironment and thus represent a promising strategy to advance adoptive NK cell-based immunotherapies toward PD-L1+ cancers.
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Affiliation(s)
- Katharina H Susek
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Ysabel A Schwietzer
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Maria Karvouni
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Mari Gilljam
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Marton Keszei
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden
| | - Alamdar Hussain
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Johan Lund
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Muhammad Kashif
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Andreas Lundqvist
- Department of Oncology-Pathology, Karolinska Institutet, Solna, Stockholm, Sweden
| | - Hans-Gustaf Ljunggren
- Department of Medicine, Center for Infectious Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Hareth Nahi
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Arnika K Wagner
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Evren Alici
- Department of Medicine Huddinge, Center for Hematology and Regenerative Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden.
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Haddad AF, Young JS, Gill S, Aghi MK. Resistance to immune checkpoint blockade: Mechanisms, counter-acting approaches, and future directions. Semin Cancer Biol 2022; 86:532-541. [PMID: 35276342 PMCID: PMC9458771 DOI: 10.1016/j.semcancer.2022.02.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 02/01/2022] [Accepted: 02/16/2022] [Indexed: 01/27/2023]
Abstract
Immunotherapies seek to unleash the immune system against cancer cells. While a variety of immunotherapies exist, one of the most commonly used is immune checkpoint blockade, which refers to the use of antibodies to interfere with immunosuppressive signaling through immune checkpoint molecules. Therapies against various checkpoints have had success in the clinic across cancer types. However, the efficacy of checkpoint inhibitors has varied across different cancer types and non-responsive patient populations have emerged. Non-responders to these therapies have highlighted the importance of understanding underlying mechanisms of resistance in order to predict which patients will respond and to tailor individual treatment paradigms. In this review we discuss the literature surrounding tumor mediated mechanisms of immune checkpoint resistance. We also describe efforts to overcome resistance and combine checkpoint inhibitors with additional immunotherapies. Finally, we provide insight into the future of immune checkpoint blockade, including the need for improved preclinical modeling and predictive biomarkers to facilitate personalized cancer treatments for patients.
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Affiliation(s)
| | | | | | - Manish K. Aghi
- Corresponding author at: Department of Neurological Surgery, University of California, San Francisco, 505 Parnassus Ave, M-779, San Francisco, CA 94143-0112, USA. (M.K. Aghi)
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18
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Olmos M, Lutz R, Büntemeyer TO, Glajzer J, Nobis CP, Ries J, Möst T, Eckstein M, Hecht M, Gostian AO, Erdmann M, Foerster Y, Kesting M, Weber M. Case report: Patient specific combination of surgery and immunotherapy in advanced squamous cell carcinoma of the head and neck - a case series and review of literature. Front Immunol 2022; 13:970823. [PMID: 36389668 PMCID: PMC9646561 DOI: 10.3389/fimmu.2022.970823] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 10/10/2022] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Prognosis of patients with recurrent or metastatic head and neck cancer is generally poor. Adjuvant immunotherapy (IT) featuring immune checkpoint inhibition (ICI) is standard of care in advanced stage head and neck squamous cell carcinoma (HNSCC) and cutaneous squamous cell carcinoma (CSCC). ICI response rates in CSCC are described as higher than in HNSCC. IT is constantly shifting into earlier disease stages which confronts the surgeon with immunotherapeutically pre-treated patients. It is therefore becoming increasingly difficult to assess which patients with symptomatic tumor disease and a lack of curative surgical option might benefit from salvage surgery. CASE PRESENTATIONS The following 6 cases describe therapeutic decision-making regarding ICI and (salvage) surgery in patients with advanced stage HNSCC or CSCC. Cases A and B focus on neoadjuvant ICI followed by salvage surgery. In Cases C and D salvage surgery was performed after short-term stabilization with partial response to ICI. The last two cases (Cases E and F) address the surgical approach after failure of ICI. All cases are discussed in the context of the current study landscape and with focus on individual decision-making. For better understanding, a timetable of the clinical course is given for each case. CONCLUSIONS ICI is rapidly expanding its frontiers into the neoadjuvant setting, frequently confronting the surgeon with heavily pretreated patients. Salvage surgery is a viable therapeutic concept despite the rise of systemic treatment options. Decision-making on surgical intervention in case of a salvage surgery remains an individual choice. For neoadjuvant ICI monitoring regarding pathological tumor response or tumor necrosis rate, we suggest correlation between the initial biopsy and the definite tumor resectate in order to increase its significance as a surrogate marker. Scheduling of neoadjuvant ICI should be further investigated, as recent studies indicate better outcomes with shorter time frames.
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Affiliation(s)
- Manuel Olmos
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Rainer Lutz
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Tjark-Ole Büntemeyer
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Jacek Glajzer
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Christopher-Philipp Nobis
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Jutta Ries
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Tobias Möst
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Markus Eckstein
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Markus Hecht
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
- Department of Radiation Oncology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Antoniu-Oreste Gostian
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
- Department of Otorhinolaryngology – Head and Neck Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Michael Erdmann
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
- Department of Dermatology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Yannick Foerster
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Marco Kesting
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
| | - Manuel Weber
- Department of Oral and Cranio-Maxillofacial Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-European Metropolitan Area of Nürnberg (CCC ER-EMN), Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany
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Li J, Zhang Y, Li C, Wu H, Feng C, Wang W, Liu X, Zhang Y, Cai Y, Jia Y, Qiao H, Wu F, Zhang S. A lactate-related LncRNA model for predicting prognosis, immune landscape and therapeutic response in breast cancer. Front Genet 2022; 13:956246. [DOI: 10.3389/fgene.2022.956246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 09/20/2022] [Indexed: 11/13/2022] Open
Abstract
Breast cancer (BC) has the highest incidence rate of all cancers globally, with high heterogeneity. Increasing evidence shows that lactate and long non-coding RNA (lncRNA) play a critical role in tumor occurrence, maintenance, therapeutic response, and immune microenvironment. We aimed to construct a lactate-related lncRNAs prognostic signature (LRLPS) for BC patients to predict prognosis, tumor microenvironment, and treatment responses. The BC data download from the Cancer Genome Atlas (TCGA) database was the entire cohort, and it was randomly assigned to the training and test cohorts at a 1:1 ratio. Difference analysis and Pearson correlation analysis identified 196 differentially expressed lactate-related lncRNAs (LRLs). The univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO), and multivariate Cox regression analysis were used to construct the LRLPS, which consisted of 7 LRLs. Patients could be assigned into high-risk and low-risk groups based on the medium-risk sore in the training cohort. Then, we performed the Kaplan–Meier survival analysis, time-dependent receiver operating characteristic (ROC) curves, and univariate and multivariate analyses. The results indicated that the prognosis prediction ability of the LRLPS was excellent, robust, and independent. Furthermore, a nomogram was constructed based on the LRLPS risk score and clinical factors to predict the 3-, 5-, and 10-year survival probability. The GO/KEGG and GSEA indicated that immune-related pathways differed between the two-risk group. CIBERSORT, ESTIMATE, Tumor Immune Dysfunction and Exclusion (TIDE), and Immunophenoscore (IPS) showed that low-risk patients had higher levels of immune infiltration and better immunotherapeutic response. The pRRophetic and CellMiner databases indicated that many common chemotherapeutic drugs were more effective for low-risk patients. In conclusion, we developed a novel LRLPS for BC that could predict the prognosis, immune landscape, and treatment response.
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Kurzhals JK, Klee G, Hagelstein V, Zillikens D, Terheyden P, Langan EA. Disease Recurrence during Adjuvant Immune Checkpoint Inhibitor Treatment in Metastatic Melanoma: Clinical, Laboratory, and Radiological Characteristics in Patients from a Single Tertiary Referral Center. Int J Mol Sci 2022; 23:10723. [PMID: 36142629 PMCID: PMC9505359 DOI: 10.3390/ijms231810723] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/02/2022] [Accepted: 09/05/2022] [Indexed: 11/17/2022] Open
Abstract
Despite the dramatic improvements in recurrence-free survival in patients with metastatic melanoma treated with immune checkpoint inhibitors (ICI), a number of patients develop metastases during adjuvant therapy. It is not currently possible to predict which patients are most likely to develop disease recurrence due to a lack of reliable biomarkers. Thus, we retrospectively analyzed the case records of all patients who commenced adjuvant ICI therapy between January 2018 and December 2021 in a single university skin cancer center (n = 46) (i) to determine the rates of disease recurrence, (ii) to examine the utility of established markers, and (iii) to examine whether re-challenge with immunotherapy resulted in clinical response. Twelve out of forty-six (26%) patients developed a relapse on adjuvant immunotherapy in our cohort, and the median time to relapse was 139 days. Adjuvant immunotherapy was continued in three patients. Of the twelve patients who developed recurrence during adjuvant immunotherapy, seven had further disease recurrence within the observation period, with a median time of 112 days after the first progress. There was no significant difference comparing early recurrence (<180 days after initiation) on adjuvant immunotherapy to late recurrence (>180 days after initiation) on adjuvant immunotherapy. Classical tumor markers, including serum lactate dehydrogenase (LDH) and S-100, were unreliable for the detection of disease recurrence. Baseline lymphocyte and eosinophil counts and those during immunotherapy were not associated with disease recurrence. Interestingly, patients with NRAS mutations were disproportionately represented (60%) in the patients who developed disease recurrence, suggesting that these patients should be closely monitored during adjuvant therapy.
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Affiliation(s)
- Jonas K. Kurzhals
- Department of Dermatology, University of Lübeck, 23552 Lübeck, Germany
| | - Gina Klee
- Department of Dermatology, University of Lübeck, 23552 Lübeck, Germany
| | | | - Detlef Zillikens
- Department of Dermatology, University of Lübeck, 23552 Lübeck, Germany
| | - Patrick Terheyden
- Department of Dermatology, University of Lübeck, 23552 Lübeck, Germany
| | - Ewan A. Langan
- Department of Dermatology, University of Lübeck, 23552 Lübeck, Germany
- Dermatological Sciences, University of Manchester, Manchester M13 9PR, UK
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21
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Chen L, Zhang D, Zheng S, Li X, Gao P. Stemness analysis in hepatocellular carcinoma identifies an extracellular matrix gene–related signature associated with prognosis and therapy response. Front Genet 2022; 13:959834. [PMID: 36110210 PMCID: PMC9468756 DOI: 10.3389/fgene.2022.959834] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 08/03/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Tumor stemness is the stem-like phenotype of cancer cells, as a hallmark for multiple processes in the development of hepatocellular carcinoma (HCC). However, comprehensive functions of the regulators of tumor cell’s stemness in HCC remain unclear.Methods: Gene expression data and clinical information of HCC samples were downloaded from The Cancer Genome Atlas (TCGA) dataset as the training set, and three validation datasets were derived from Gene Expression Omnibus (GEO) and International Cancer Genome Consortium (ICGC). Patients were dichotomized according to median mRNA expression–based stemness index (mRNAsi) scores, and differentially expressed genes were further screened out. Functional enrichment analysis of these DEGs was performed to identify candidate extracellular matrix (ECM)–related genes in key pathways. A prognostic signature was constructed by applying least absolute shrinkage and selection operator (LASSO) to the candidate ECM genes. The Kaplan–Meier curve and receiver operating characteristic (ROC) curve were used to evaluate the prognostic value of the signature. Correlations between signatures and genomic profiles, tumor immune microenvironment, and treatment response were also explored using multiple bioinformatic methods.Results: A prognostic prediction signature was established based on 10 ECM genes, including TRAPPC4, RSU1, ILK, LAMA1, LAMB1, FLNC, ITGAV, AGRN, ARHGEF6, and LIMS2, which could effectively distinguish patients with different outcomes in the training and validation sets, showing a good prognostic prediction ability. Across different clinicopathological parameter stratifications, the ECMs signature still retains its robust efficacy in discriminating patient with different outcomes. Based on the risk score, vascular invasion, α-fetoprotein (AFP), T stage, and N stage, we further constructed a nomogram (C-index = 0.70; AUCs at 1-, 3-, and 5-year survival = 0.71, 0.75, and 0.78), which is more practical for clinical prognostic risk stratification. The infiltration abundance of macrophages M0, mast cells, and Treg cells was significantly higher in the high-risk group, which also had upregulated levels of immune checkpoints PD-1 and CTLA-4. More importantly, the ECMs signature was able to distinguish patients with superior responses to immunotherapy, transarterial chemoembolization, and sorafenib.Conclusion: In this study, we constructed an ECM signature, which is an independent prognostic biomarker for HCC patients and has a potential guiding role in treatment selection.
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Affiliation(s)
- Lei Chen
- Department of Hepatobiliary Surgery, Peking University People’s Hospital, Beijing, China
| | - Dafang Zhang
- Department of Hepatobiliary Surgery, Peking University People’s Hospital, Beijing, China
| | - Shengmin Zheng
- Department of Hepatobiliary Surgery, Peking University People’s Hospital, Beijing, China
| | - Xinyu Li
- Department of Hepatobiliary Surgery, Peking University People’s Hospital, Beijing, China
| | - Pengji Gao
- Department of General Surgery, Beijing Jishuitan Hospital, Beijing, China
- *Correspondence: Pengji Gao,
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22
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Vaxevanis CK, Friedrich M, Tretbar SU, Handke D, Wang Y, Blümke J, Dummer R, Massa C, Seliger B. Identification and characterization of novel CD274 (PD-L1) regulating microRNAs and their functional relevance in melanoma. Clin Transl Med 2022; 12:e934. [PMID: 35802807 PMCID: PMC9270002 DOI: 10.1002/ctm2.934] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 05/25/2022] [Accepted: 06/02/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Immune checkpoint inhibitors directed against programmed cell death 1 (PDCD1/PD1) receptor and programmed cell death-ligand 1 (CD274/PD-L1) have been recently successfully implemented for the treatment of many cancers, but the response rate of tumour patients is still limited due to intrinsic and acquired resistances. However, the underlying molecular mechanisms of this limited response have still to be defined in detail. The aim of this study is to uncover processes inhibiting PDCD1/CD274 expression thereby enhancing anti-tumour immune responses. The identification and characterization of microRNAs (miRNAs) targeting the 3'-untranslated region (3'-UTR) as well as the coding sequence (CDS) of CD274 will provide the basis for a new drug development. METHODS Human melanoma cell lines and tissue samples were subjected to mRNA and/or protein expression analysis using qPCR, Western blot, flow cytometry, and/or immunohistochemistry. The data were correlated to clinical parameters. MiRNA trapping by RNA in vitro affinity purification (miTRAP) technology in combination with small RNA sequencing and different bioinformatics tools were employed to identify CD274-regulating miRNAs. RESULTS Screening based on miTRAP in combination with RNAseq identified a large number of novel CD274-regulating candidate miRNAs, from which eight selected miRNAs were functionally validated. Five out of eight miRNAs were able to significantly reduce CD274 surface expression indicating that these miRNAs directly bind to the 3'-UTR or CDS of the CD274 gene. The miRNA-mediated inhibition of CD274 expression was accompanied by an increased T cell recognition. Furthermore, an inverse expression of three CD274-regulating miRNAs and CD274 was demonstrated in melanoma lesions. A CD274 miRNA score was generated, which was associated with disease progression and reduced survival of melanoma patients. CONCLUSIONS These data revealed a novel mechanism that miRNAs targeting the CDS of immune checkpoint genes are functional, have prognostic relevance, and also the potential for the development of novel miRNA-based therapies.
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Affiliation(s)
| | - Michael Friedrich
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Sandy Uta Tretbar
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Diana Handke
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Yuan Wang
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Juliane Blümke
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Reinhard Dummer
- Clinic of Dermatology, Universitäts-Spital Zürich, Zürich, Switzerland
| | - Chiara Massa
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Barbara Seliger
- Institute of Medical Immunology, Martin Luther University Halle-Wittenberg, Halle, Germany
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Sun R, Liu Y, Lei C, Tang Z, Lu L. A novel 7 RNA-based signature for prediction of prognosis and therapeutic responses of wild-type BRAF cutaneous melanoma. Biol Proced Online 2022; 24:7. [PMID: 35751033 PMCID: PMC9233353 DOI: 10.1186/s12575-022-00170-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 06/10/2022] [Indexed: 11/26/2022] Open
Abstract
Background The prognosis of wild-type BRAF cutaneous melanoma (WT Bf-CM) patients remains poor due to the lack of therapeutic options. However, few studies have investigated the factors contributing to the prognosis of WT Bf-CM patients. Methods In this paper, we proposed and validated a novel 7-RNA based signature to predict the prognosis of WT Bf-CM by analyzing the information from TCGA database. Results Dependence of this signature to other clinical factors were verified and a nomogram was also drawn to promote its application in clinical practice. Functional analysis suggested that the predictive function of this signature might attribute to the prediction of the up-regulation of RNA splicing, transcription, and cellular proliferation in the high-risk group, which have been demonstrated to be linked to malignancy of cancer. Moreover, functional analysis and therapy response analysis supported that the prognosis is highly related to PI3K/Akt/mTOR pathway among WT Bf-CM patients. Conclusion Collectively, this study will provide a preliminary bioinformatics evidence for the molecular mechanism and potential drug targets that could improving WT Bf-CM prognosis. Supplementary Information The online version contains supplementary material available at 10.1186/s12575-022-00170-2.
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Affiliation(s)
- Ruizheng Sun
- Department of Dermatology, Xiangya Hospital, Central South University, 87# Xiangya Road, Changsha, 41008, Hunan, China.,Clinical Medicine Eight-Year Program, Central South University, Changsha, China.,Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yaozhong Liu
- Department of Cardiology, the Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Cheng Lei
- Clinical Medicine Eight-Year Program, Central South University, Changsha, China
| | - Zhenwei Tang
- Department of Dermatology, Xiangya Hospital, Central South University, 87# Xiangya Road, Changsha, 41008, Hunan, China. .,Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha, Hunan, China. .,Hunan Engineering Research Center of Skin Health and Disease, Changsha, Hunan, China. .,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China.
| | - Lixia Lu
- Department of Dermatology, Xiangya Hospital, Central South University, 87# Xiangya Road, Changsha, 41008, Hunan, China. .,Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha, Hunan, China. .,Hunan Engineering Research Center of Skin Health and Disease, Changsha, Hunan, China. .,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Changsha, Hunan, China.
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24
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Gorris MAJ, van der Woude LL, Kroeze LI, Bol K, Verrijp K, Amir AL, Meek J, Textor J, Figdor CG, de Vries IJM. Paired primary and metastatic lesions of patients with ipilimumab-treated melanoma: high variation in lymphocyte infiltration and HLA-ABC expression whereas tumor mutational load is similar and correlates with clinical outcome. J Immunother Cancer 2022; 10:e004329. [PMID: 35550553 PMCID: PMC9109111 DOI: 10.1136/jitc-2021-004329] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICI) can lead to long-term responses in patients with metastatic melanoma. Still many patients with melanoma are intrinsically resistant or acquire secondary resistance. Previous studies have used primary or metastatic tumor tissue for biomarker assessment. Especially in melanoma, metastatic lesions are often present at different anatomical sites such as skin, lymph nodes, and visceral organs. The anatomical site may directly affect the tumor microenvironment (TME). To evaluate the impact of tumor evolution on the TME and on ICI treatment outcome, we directly compared paired primary and metastatic melanoma lesions for tumor mutational burden (TMB), HLA-ABC status, and tumor infiltrating lymphocytes (TILs) of patients that received ipilimumab. METHODS TMB was analyzed by sequencing primary and metastatic melanoma lesions using the TruSight Oncology 500 assay. Tumor tissues were subjected to multiplex immunohistochemistry to assess HLA-ABC status and for the detection of TIL subsets (B cells, cytotoxic T cells, helper T cells, and regulatory T cells), by using a machine-learning algorithm. RESULTS While we observed a very good agreement between TMB of matched primary and metastatic melanoma lesions (intraclass coefficient=0.921), such association was absent for HLA-ABC status, TIL density, and subsets thereof. Interestingly, analyses of different metastatic melanoma lesions within a single patient revealed that TIL density and composition agreed remarkably well, rejecting the hypothesis that the TME of different anatomical sites affects TIL infiltration. Similarly, the HLA-ABC status between different metastatic lesions within patients was also comparable. Furthermore, high TMB, of either primary or metastatic melanoma tissue, directly correlated with response to ipilimumab, whereas lymphocyte density or composition did not. Loss of HLA-ABC in the metastatic lesion correlated to a shorter progression-free survival on ipilimumab. CONCLUSIONS We confirm the link between TMB and HLA-ABC status and the response to ipilimumab-based immunotherapy in melanoma, but no correlation was found for TIL density, neither in primary nor metastatic lesions. Our finding that TMB between paired primary and metastatic melanoma lesions is highly stable, demonstrates its independency of the time point and location of acquisition. TIL and HLA-ABC status in metastatic lesions of different anatomical sites are highly similar within an individual patient.
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Affiliation(s)
- Mark A J Gorris
- Tumor Immunology, Radboudumc, Nijmegen, The Netherlands
- Oncode Institute, Nijmegen, The Netherlands
| | - Lieke L van der Woude
- Tumor Immunology, Radboudumc, Nijmegen, The Netherlands
- Oncode Institute, Nijmegen, The Netherlands
- Pathology, Radboudumc, Nijmegen, The Netherlands
| | | | - Kalijn Bol
- Medical Oncology, Radboudumc, Nijmegen, The Netherlands
| | - Kiek Verrijp
- Oncode Institute, Nijmegen, The Netherlands
- Pathology, Radboudumc, Nijmegen, The Netherlands
| | | | - Jelena Meek
- Tumor Immunology, Radboudumc, Nijmegen, The Netherlands
| | - Johannes Textor
- Department of Tumor Immunology, Radboudumc, Nijmegen, The Netherlands
- Data Science Group, Institute for Computing and Information Sciences, Radboud Universiteit, Nijmegen, The Netherlands
| | - Carl G Figdor
- Tumor Immunology, Radboudumc, Nijmegen, The Netherlands
- Oncode Institute, Nijmegen, The Netherlands
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NOTCH1 Intracellular Domain and the Tumor Microenvironment as Prognostic Markers in HNSCC. Cancers (Basel) 2022; 14:cancers14041080. [PMID: 35205828 PMCID: PMC8870336 DOI: 10.3390/cancers14041080] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 02/04/2022] [Accepted: 02/10/2022] [Indexed: 02/05/2023] Open
Abstract
Simple Summary In the head and neck, a large proportion of squamous cell carcinoma demonstrate a mutation of the NOTCH1 gene. The aim of this project was to investigate the role of NOTCH1 and immunological characteristics and highlight a potential rationale for therapy. We found that a high expression of NOTCH1 intracellular domain in these patients is associated with reduced overall survival. In vitro experiments additionally showed a reduction of migration and proliferation of cancer cells when NOTCH1 was knocked down. NOTCH1 is, therefore, most likely involved in migration and proliferation of head and neck squamous cell carcinoma and is a prognostic marker in these patients. Abstract (1) Background: NOTCH1 is the second most common mutated gene in whole-exome sequencing of HNSCC. The aim of this project was to gain further insight into the relevance of NOTCH1 in HNSCC, potentially establishing NOTCH1 as a prognostic marker or therapeutic target; (2) Methods: NOTCH1 was silenced via RNA interference in six HNSCC cell lines and the impact was evaluated in migration and proliferation assays. Subsequently, the protein expression of NOTCH1 intracellular domain (NICD) and NOTCH1 mRNA expression were examined in 70 oropharyngeal squamous cell cancer tissue samples. Lastly, the NICD expression was compared with the local infiltration of lymphocytes, measured with the immunoscore; (3) Results: Knockdown of NOTCH1 decreased migration and proliferation. A high NICD expression was associated with lower OS. A high immunoscore resulted in significantly better OS. NICD expression was independent of the immunoscore and as a whole differentiated three distinct prognostic groups; (4) Conclusions: These data suggest that NOTCH1 is involved in migration and proliferation of HNSCC cell lines. In vivo, NICD expression was associated with overall survival and could, therefore, be used as a prognostic marker. NICD expression differs from NOTCH1 mRNA levels, potentially explaining the previously suggested bimodal role as an oncogene and tumor suppressor in HNSCC.
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Ma L, Cho W, Nelson ER. Our evolving understanding of how 27-hydroxycholesterol influences cancer. Biochem Pharmacol 2022; 196:114621. [PMID: 34043965 PMCID: PMC8611110 DOI: 10.1016/j.bcp.2021.114621] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 05/19/2021] [Accepted: 05/20/2021] [Indexed: 02/09/2023]
Abstract
Cholesterol has been implicated in the pathophysiology and progression of several cancers now, although the mechanisms by which it influences cancer biology are just emerging. Two likely contributing mechanisms are the ability for cholesterol to directly regulate signaling molecules within the membrane, and certain metabolites acting as signaling molecules. One such metabolite is the oxysterol 27-hydroxycholesterol (27HC), which is a primary metabolite of cholesterol synthesized by the enzyme Cytochrome P450 27A1 (CYP27A1). Physiologically, 27HC is involved in the regulation of cholesterol homeostasis and contributes to cholesterol efflux through liver X receptor (LXR) and inhibition of de novo cholesterol synthesis through the insulin-induced proteins (INSIGs). 27HC is also a selective modulator of the estrogen receptors. An increasing number of studies have identified its importance in cancer progression of various origins, especially in breast cancer. In this review, we discuss the physiological roles of 27HC targeting these two nuclear receptors and the subsequent contribution to cancer progression. We describe how 27HC promotes tumor growth directly through cancer-intrinsic factors, and indirectly through its immunomodulatory roles which lead to decreased immune surveillance and increased tumor invasion. This review underscores the importance of the cholesterol metabolic pathway in cancer progression and the potential therapeutic utility of targeting this metabolic pathway.
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Affiliation(s)
- Liqian Ma
- Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL
| | - Wonhwa Cho
- Department of Chemistry, University of Illinois at Chicago, Chicago, IL
| | - Erik R. Nelson
- Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL,Cancer Center at Illinois, University of Illinois Urbana-Champaign, Urbana, IL,Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL,University of Illinois Cancer Center, University of Illinois at Chicago, Chicago, IL,Carl R. Woese Institute for Genomic Biology, Anticancer Discovery from Pets to People Theme, University of Illinois Urbana-Champaign, Urbana, IL,To whom correspondence and reprint requests should be addressed: Erik R. Nelson. University of Illinois at Urbana-Champaign. 407 S Goodwin Ave (MC-114), Urbana, IL, 61801. Phone: 217-244-5477. Fax: 217-333-1133.
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27
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Machine Learning Analysis of Immune Cells for Diagnosis and Prognosis of Cutaneous Melanoma. JOURNAL OF ONCOLOGY 2022; 2022:7357637. [PMID: 35126517 PMCID: PMC8813285 DOI: 10.1155/2022/7357637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 12/16/2021] [Accepted: 01/09/2022] [Indexed: 11/23/2022]
Abstract
Tumor infiltration, known to associate with various cancer initiations and progressions, is a promising therapeutic target for aggressive cutaneous melanoma. Then, the relative infiltration of 24 kinds of immune cells in melanoma was assessed by a single sample gene set enrichment analysis (ssGSEA) program from a public database. The multiple machine learning algorithms were applied to evaluate the efficiency of immune cells in diagnosing and predicting the prognosis of melanoma. In comparison with the expression of immune cell in tumor and normal control, we built the immune diagnostic models in training dataset, which can accurately classify melanoma patients from normal (LR AUC = 0.965, RF AUC = 0.99, SVM AUC = 0.963, LASSO AUC = 0.964, and NNET AUC = 0.989). These diagnostic models were also validated in three outside datasets and suggested over 90% AUC to distinguish melanomas from normal patients. Moreover, we also developed a robust immune cell biomarker that could estimate the prognosis of melanoma. This biomarker was also further validated in internal and external datasets. Following that, we created a nomogram with a composition of risk score and clinical parameters, which had high accuracies in predicting survival over three and five years. The nomogram's decision curve revealed a bigger net benefit than the tumor stage. Furthermore, a risk score system was used to categorize melanoma patients into high- and low-risk subgroups. The high-risk group has a significantly lower life expectancy than the low-risk subgroup. Finally, we observed that complement, epithelial-mesenchymal transition, and inflammatory response were significantly activated in the high-risk group. Therefore, the findings provide new insights for understanding the tumor infiltration relevant to clinical applications as a diagnostic or prognostic biomarker for melanoma.
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Jiang X, Xu Y, Chen D, Wang M, Qiu M, Xiong L, Zhang L, Yu H, Xiong Z. A Novel Angiogenesis-Related Prognostic Signature Associated with the Hepatocellular Carcinoma Immune Microenvironment and Survival Outcome. Int J Gen Med 2022; 15:311-323. [PMID: 35027841 PMCID: PMC8752972 DOI: 10.2147/ijgm.s349210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 12/23/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Hepatocellular carcinoma (HCC) is a highly vascularized solid tumor characterized by neovascularization and vascular invasion. Angiogenesis plays an essential role in the occurrence and development of liver cancer. Our study aimed to investigate the prognostic value of angiogenesis-related genes in liver cancer. Patients and Methods The transcriptome data and corresponding clinical information of patients with liver cancer were downloaded from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) databases. In the TCGA cohort, differential expression and prognostic analyses were used to screen angiogenesis-related candidate prognostic genes. We then used least absolute shrinkage and selection operator regression analysis to construct a prognostic signature using 10 angiogenesis-related prognostic genes. The reliability of the prognostic signature was assessed in the TCGA and ICGC cohorts. In addition, we comprehensively analyzed the correlation of the prognostic signature with the tumor microenvironment, chemotherapy drugs, and specific genes. Results We identified 37 angiogenesis-related differentially expressed genes that were remarkably associated with prognosis. Ten of these genes were used to establish a survival and prognostic signature. This signature can distinguish between high-risk and low-risk groups and performs well in overall survival prediction, as demonstrated by internal and external validations. In addition, we observed that the high-risk group was remarkably associated with immune infiltration in the tumor microenvironment and had a different sensitivity to chemotherapeutic agents compared with the low-risk group. Moreover, the high-risk population was positively correlated with the expression of several special genes, such as immune checkpoint-related genes. Conclusion Our results demonstrated that prognostic signatures based on angiogenesis-related genes are involved in the development of HCC and may provide new insights into accurate clinical decision-making and therapeutic evaluation of patients with HCC.
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Affiliation(s)
- Xin Jiang
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Yushuang Xu
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Di Chen
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Mengmeng Wang
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Mengjun Qiu
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Lina Xiong
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Li Zhang
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Honglu Yu
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
| | - Zhifan Xiong
- Department of Gastroenterology, Liyuan Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People's Republic of China
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Li Z, Wei J, Zheng H, Gan X, Song M, Zhang Y, Jin Y. Immune-related lncRNA pairs as novel signature to predict prognosis and immune landscape in melanoma patients. Medicine (Baltimore) 2022; 101:e28531. [PMID: 35029920 PMCID: PMC8735746 DOI: 10.1097/md.0000000000028531] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 12/21/2021] [Indexed: 01/13/2023] Open
Abstract
To investigate immune-related long non-coding RNA (irlncRNA) signatures for predicting survival and the immune landscape in melanoma patients.We retrieved gene expression files from The Cancer Genome Atlas and the Genotype-Tissue Expression database and extracted all the long non-coding RNAs from the original data. Then, we selected immune-related long non-coding RNAs (irlncRNAs) using co-expression networks and screened differentially expressed irlncRNAs (DEirlncRNAs) to form pairs. We also performed univariate analysis and Least absolute shrinkage and selection operator (LASSO) penalized regression analysis to identify prognostic DEirlncRNA pairs, constructed receiver operating characteristic curves, compared the areas under the curves, and calculated the optimal cut-off point to divide patients into high-risk and low-risk groups. Finally, we performed multivariate Cox regression analysis, Kaplan-Meier (K-M) survival analysis, clinical correlation analysis, and investigated correlations with tumor-infiltrating immune cells, chemotherapeutic effectiveness, and immunogene biomarkers.A total of 297 DEirlncRNAs were identified, of which 16 DEirlncRNA pairs were associated with prognosis in melanoma. After grouping patients by the optimal cut-off value, we could better distinguish melanoma patients with different survival outcomes, clinical characteristics, tumor immune status changes, chemotherapeutic drug sensitivity, and specific immunogene biomarkers.The DEirlncRNA pairs showed potential as novel biomarkers to predict the prognosis of melanoma patients. Furthermore, these DEirlncRNA pairs could be used to evaluate treatment efficacy in the future.
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Affiliation(s)
- Zhehong Li
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Junqiang Wei
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Honghong Zheng
- Department of General Surgery, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Xintian Gan
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Mingze Song
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Yafang Zhang
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
| | - Yu Jin
- Traumatology and Orthopedics, Affiliated Hospital of Chengde Medical College, Chengde, Hebei, China
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30
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Deng Z, Huang K, Liu D, Luo N, Liu T, Han L, Du D, Lian D, Zhong Z, Peng J. Key Candidate Prognostic Biomarkers Correlated with Immune Infiltration in Hepatocellular Carcinoma. J Hepatocell Carcinoma 2021; 8:1607-1622. [PMID: 34956967 PMCID: PMC8694277 DOI: 10.2147/jhc.s337067] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 11/18/2021] [Indexed: 12/29/2022] Open
Abstract
Background Hepatocellular carcinoma (HCC) is the most common subtype of primary liver cancer, which causes ~800,000 deaths annually world-wide. Immune checkpoint inhibitor (ICI) has reformed cancer therapy and achieved unprecedented results in various malignancies, including HCC. However, the response rate of immunotherapy is very low in HCC. Considereing the complicated and unique immune status in liver, we hypothesize that critical molecules will affect prognosis and correlate with immune context in the tumor microenvironment of HCC. Methods Using Kaplan–Meier plotter, GEPIA2 and Integrative Molecular Database of Hepatocellular Carcinoma (HCCDB), survival genes and their prognostic value were estimated in HCC. Based on Tumor Immune Estimation Resource (TIMER), association between survival genes and immune infiltration was examined in HCC. FunRich and STRING were used to analyze gene ontology and protein–protein interaction (PPI) Network, qRT-PCR was used to measure mRNA level of candidates; and a Cell Counting Kit-8 was used to measure proliferation of HCC cell line. Results Using multiple databases, we identified 36 key prognostic genes highly expressed in HCC and associated with poor survival of patients. Meanwhile, the 36 gene signatures correlated with immune infiltration in HCC. Moreover, these genes were significantly associated with exhausted T cells and polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs) in HCC. Among the 36 key genes, SKA3, SGOL2, SPINDOC, TEDC2, TMCO3 and NUP205 were highly expressed in tumor samples compared with adjacent normal tissues in our HCC cohort (n=22). Additionally, proliferation of SMMC7721 cell line was inhibited when it interfered with SiRNA of each gene. Conclusion The 36 genes may serve as potential prognostic biomarkers and molecular targets to ameliorate tumor immune microenvironment (TIME) in HCC and therefore represent a novel avenue for individualized immunotherapy in HCC.
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Affiliation(s)
- Zenghua Deng
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China.,Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China
| | - Kanghua Huang
- Department of Radiation Oncology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310009, People's Republic of China
| | - Dongfang Liu
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Nan Luo
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China.,Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China
| | - Tingting Liu
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Long Han
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Dexiao Du
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Dongbo Lian
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China.,Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China
| | - Zhaohui Zhong
- Department of General Surgery, Peking University People's Hospital, Beijing, 100044, People's Republic of China
| | - Jirun Peng
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China.,Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China
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T Cell Bispecific Antibodies: An Antibody-Based Delivery System for Inducing Antitumor Immunity. Pharmaceuticals (Basel) 2021; 14:ph14111172. [PMID: 34832954 PMCID: PMC8619951 DOI: 10.3390/ph14111172] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/13/2021] [Accepted: 11/14/2021] [Indexed: 02/06/2023] Open
Abstract
As a breakthrough immunotherapy, T cell bispecific antibodies (T-BsAbs) are a promising antibody therapy for various kinds of cancer. In general, T-BsAbs have dual-binding specificity to a tumor-associated antigen and a CD3 subunit forming a complex with the TCR. This enables T-BsAbs to crosslink tumor cells and T cells, inducing T cell activation and subsequent tumor cell death. Unlike immune checkpoint inhibitors, which release the brake of the immune system, T-BsAbs serve as an accelerator of T cells by stimulating their immune response via CD3 engagement. Therefore, they can actively redirect host immunity toward tumors, including T cell recruitment from the periphery to the tumor site and immunological synapse formation between tumor cells and T cells. Although the low immunogenicity of solid tumors increases the challenge of cancer immunotherapy, T-BsAbs capable of immune redirection can greatly benefit patients with such tumors. To investigate the detailed relationship between T-BsAbs delivery and their T cell redirection activity, it is necessary to determine how T-BsAbs deliver antitumor immunity to the tumor site and bring about tumor cell death. This review article discusses T-BsAb properties, specifically their pharmacokinetics, redirection of anticancer immunity, and local mechanism of action within tumor tissues, and discuss further challenges to expediting T-BsAb development.
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Ye M, Li L, Liu D, Wang Q, Zhang Y, Zhang J. Identification and validation of a novel zinc finger protein-related gene-based prognostic model for breast cancer. PeerJ 2021; 9:e12276. [PMID: 34721975 PMCID: PMC8530103 DOI: 10.7717/peerj.12276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 09/19/2021] [Indexed: 12/24/2022] Open
Abstract
Background Breast invasive carcinoma (BRCA) is a commonly occurring malignant tumor. Zinc finger proteins (ZNFs) constitute the largest transcription factor family in the human genome and play a mechanistic role in many cancers' development. The prognostic value of ZNFs has yet to be approached systematically for BRCA. Methods We analyzed the data of a training set from The Cancer Genome Atlas (TCGA) database and two validation cohort from GSE20685 and METABRIC datasets, composed of 3,231 BRCA patients. After screening the differentially expressed ZNFs, univariate Cox regression, LASSO, and multiple Cox regression analysis were performed to construct a risk-based predictive model. ESTIMATE algorithm, single-sample gene set enrichment analysis (ssGSEA), and gene set enrichment analyses (GSEA) were utilized to assess the potential relations among the tumor immune microenvironment and ZNFs in BRCA. Results In this study, we profiled ZNF expression in TCGA based BRCA cohort and developed a novel prognostic model based on 14 genes with ZNF relations. This model was composed of high and low-score groups for BRCA classification. Based upon Kaplan-Meier survival curves, risk-status-based prognosis illustrated significant differences. We integrated the 14 ZNF-gene signature with patient clinicopathological data for nomogram construction with accurate 1-, 3-, and 5-overall survival predictive capabilities. We then accessed the Genomics of Drug Sensitivity in Cancer database for therapeutic drug response prediction of signature-defined BRCA patient groupings for our selected TCGA population. The signature also predicts sensitivity to chemotherapeutic and molecular-targeted agents in high- and low-risk patients afflicted with BRCA. Functional analysis suggested JAK STAT, VEGF, MAPK, NOTCH TOLL-like receptor, NOD-like receptor signaling pathways, apoptosis, and cancer-based pathways could be key for ZNF-related BRCA development. Interestingly, based on the results of ESTIMATE, ssGSEA, and GSEA analysis, we elucidated that our ZNF-gene signature had pivotal regulatory effects on the tumor immune microenvironment for BRCA. Conclusion Our findings shed light on the potential contribution of ZNFs to the pathogenesis of BRCA and may inform clinical practice to guide individualized treatment.
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Affiliation(s)
- Min Ye
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
| | - Liang Li
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
| | - Donghua Liu
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
| | - Qiuming Wang
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
| | - Yunuo Zhang
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
| | - Jinfeng Zhang
- Department of Medical Oncology 3, The Meizhou People's Hospital, Meizhou, China
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Wojas-Krawczyk K, Paśnik I, Kucharczyk T, Wieleba I, Krzyżanowska N, Gil M, Krawczyk P, Milanowski J. Immunoprofiling: An Encouraging Method for Predictive Factors Examination in Lung Cancer Patients Treated with Immunotherapy. Int J Mol Sci 2021; 22:ijms22179133. [PMID: 34502043 PMCID: PMC8431454 DOI: 10.3390/ijms22179133] [Citation(s) in RCA: 2] [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: 07/08/2021] [Revised: 08/05/2021] [Accepted: 08/13/2021] [Indexed: 12/19/2022] Open
Abstract
The efficiency of immunotherapy using monoclonal antibodies that inhibit immune checkpoints has been proven in many clinical studies and well documented by numerous registration approaches. To date, PD-L1 expression on tumor and immune cells, tumor mutation burden (TMB), and microsatellite instability (MSI) are the only validated predictive factors used for the qualification of cancer patients for immunotherapy. However, they are not the ideal predictive factors. No response to immunotherapy could be observed in patients with high PD-L1 expression, TMB, or MSI. On the other hand, the effectiveness of this treatment method also may occur in patients without PD-L1 expression or with low TMB and with microsatellite stability. When considering the best predictive factor, we should remember that the effectiveness of immunotherapy relies on an overly complex process depending on many factors. To specifically stimulate lymphocytes, not only should their activity in the tumor microenvironment be unlocked, but above all, they should recognize tumor antigens. The proper functioning of the anticancer immune system requires the proper interaction of many elements of the specific and non-specific responses. For these reasons, a multi-parameter analysis of the immune system at its different activity levels is considered a very future-oriented predictive marker. Such complex immunological analysis is performed using modern molecular biology techniques. Based on the gene expression studies, we can determine the content of individual immune cells within the tumor, its stroma, and beyond. This includes all cell types from active memory cytotoxic T cells, M1 macrophages, to exhausted T cells, regulatory T cells, and M2 macrophages. In this article, we summarize the possibilities of using an immune system analysis to predict immunotherapy efficacy in cancer patients. Moreover, we present the advantages and disadvantages of immunoprofiling as well as a proposed future direction for this new method of immune system analysis in cancer patients who receive immunotherapy.
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Affiliation(s)
- Kamila Wojas-Krawczyk
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
- Correspondence:
| | - Iwona Paśnik
- Department of Clinical Pathomorphology, Medical University of Lublin, 20-605 Lublin, Poland;
| | - Tomasz Kucharczyk
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
| | - Irena Wieleba
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
| | - Natalia Krzyżanowska
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
| | - Michał Gil
- Institute of Genetics and Immunology GENIM LCC in Lublin, 20-609 Lublin, Poland;
| | - Paweł Krawczyk
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
| | - Janusz Milanowski
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-605 Lublin, Poland; (T.K.); (I.W.); (N.K.); (J.M.); (P.K.)
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Tian P, Zeng H, Ji L, Ding Z, Ren L, Gao W, Fan Z, Li L, Le X, Li P, Zhang M, Xia X, Zhang J, Li Y, Li W. Lung adenocarcinoma with ERBB2 exon 20 insertions: Comutations and immunogenomic features related to chemoimmunotherapy. Lung Cancer 2021; 160:50-58. [PMID: 34403912 DOI: 10.1016/j.lungcan.2021.07.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 07/12/2021] [Accepted: 07/20/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND The genomic mutation and immune feature landscape of ERBB2 exon 20 insertion (ERBB2-ex20ins)-driven non-small cell lung cancer and the features associated with the response to chemoimmunotherapy are currently unknown. METHODS The genomic landscape of ERBB2-ex20ins lung adenocarcinoma (LUAD) patients was characterized by next-generation sequencing (NGS) of 1021 cancer genes. The clinical outcomes of chemoimmunotherapy were evaluated among 13 patients with stage IV ERBB2-ex20ins LUAD, and potential biomarkers of the response to chemoimmunotherapy were explored using NGS and T cell receptor sequencing. RESULTS Among 8247 LUAD patients, 207 (2.5%) had ERBB2-ex20ins, of whom 181 (87.4%) harbored more than one comutation. The most common comutations were in TP53. Patients with ERBB2-ex20ins had a low tumor mutational burden (TMB; median, 4.2 mutations/Mb), and most (66.7%) were PD-L1 negative. Thirteen of the 207 patients received chemoimmunotherapy, for whom the objective response rate, disease control rate, and median progression-free survival were 31%, 77%, and 8.0 months, respectively. Responders exhibited a higher TMB and a trend toward lower clonality in tumors compared with nonresponders (p = 0.0067 and p = 0.085, respectively). A high TMB combined with mutations in DNA damage repair pathways and SWI/SNF chromatin remodeling complexes was associated with a benefit from chemoimmunotherapy. CONCLUSIONS The efficacy and outcome of chemoimmunotherapy were encouraging among ERBB2-ex20ins LUAD patients, who were characterized by low TMB and negative PD-L1 expression. The combination of TMB and comutations is a potential biomarker to identify patients who will benefit from chemoimmunotherapy.
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Affiliation(s)
- Panwen Tian
- Department of Respiratory and Critical Care Medicine, Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, China
| | - Hao Zeng
- Department of Respiratory and Critical Care Medicine, Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, China
| | - Liyan Ji
- Geneplus-Beijing, Beijing, China
| | - Zhenyu Ding
- Department of Biotherapy, Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Li Ren
- Department of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Wen Gao
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zaiwen Fan
- Department of Medical Oncology, Air Force Medical Center. PLA, Beijing, China
| | - Lin Li
- Department of Oncology, Beijing Hospital, Beijing, China
| | - Xiuning Le
- Department of Genomic Medicine and Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | | | | | | | - Jianjun Zhang
- Department of Genomic Medicine and Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Yalun Li
- Department of Respiratory and Critical Care Medicine, Lung Cancer Treatment Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China.
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Jiang Q, Ghafoor A, Mian I, Rathkey D, Thomas A, Alewine C, Sengupta M, Ahlman MA, Zhang J, Morrow B, Steinberg SM, Pastan I, Hassan R. Enhanced efficacy of mesothelin-targeted immunotoxin LMB-100 and anti-PD-1 antibody in patients with mesothelioma and mouse tumor models. Sci Transl Med 2021; 12:12/550/eaaz7252. [PMID: 32611684 DOI: 10.1126/scitranslmed.aaz7252] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 02/10/2020] [Accepted: 05/19/2020] [Indexed: 12/15/2022]
Abstract
LMB-100 is an immunotoxin targeting the cell surface protein mesothelin, which is highly expressed in many cancers including mesothelioma. Having observed that patients receiving pembrolizumab off protocol after LMB-100 treatment had increased tumor responses; we characterized these responses and developed animal models to study whether LMB-100 made tumors more responsive to antibodies blocking programmed cell death protein 1 (PD-1). The overall objective tumor response in the 10 patients who received PD-1 inhibitor (pembrolizumab, 9; nivolumab, 1) after progression on LMB-100 was 40%, and the median overall survival was 11.9 months. Of the seven evaluable patients, four had objective tumor responses, including one complete response and three partial responses, and the overall survival for these patients was 39.0+, 27.7, 32.6+, and 13.8 months. When stratified with regard to programmed death ligand 1 (PD-L1) expression, four of five patients with tumor PD-L1 expression had objective tumor response. Patients with positive tumor PD-L1 expression also had increased progression-free survival (11.3 versus 2.1 months, P = 0.0018) compared with those lacking PD-L1 expression. There was no statistically significant difference in overall survival (27.7 versus 6.8 months, P = 0.1). LMB-100 caused a systemic inflammatory response and recruitment of CD8+ T cells in patients' tumors. The enhanced antitumor effects with LMB-100 plus anti-PD-1 antibody were also observed in a human peripheral blood mononuclear cell-engrafted mesothelioma mouse model and a human mesothelin-expressing syngeneic lung adenocarcinoma mouse model. LMB-100 plus pembrolizumab is now being evaluated in a prospective clinical trial for patients with mesothelioma.
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Affiliation(s)
- Qun Jiang
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Azam Ghafoor
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Idrees Mian
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Daniel Rathkey
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Anish Thomas
- Developmental Therapeutics Branch, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | - Christine Alewine
- Laboratory of Molecular Biology, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | - Manjistha Sengupta
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Mark A Ahlman
- Department of Radiology and Imaging Sciences, Clinical Center, NIH, Bethesda, MD 20892, USA
| | - Jingli Zhang
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Betsy Morrow
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Seth M Steinberg
- Biostatistics and Data Management Section, NCI, NIH, Bethesda, MD 20892, USA
| | - Ira Pastan
- Laboratory of Molecular Biology, CCR, NCI, NIH, Bethesda, MD 20892, USA
| | - Raffit Hassan
- Thoracic and GI Malignancies Branch, Center for Cancer Research (CCR), National Cancer Institute (NCI), National Institutes of Health (NIH), Bethesda, MD 20892, USA.
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36
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Francis DM, Manspeaker MP, Schudel A, Sestito LF, O'Melia MJ, Kissick HT, Pollack BP, Waller EK, Thomas SN. Blockade of immune checkpoints in lymph nodes through locoregional delivery augments cancer immunotherapy. Sci Transl Med 2021; 12:12/563/eaay3575. [PMID: 32998971 PMCID: PMC8377700 DOI: 10.1126/scitranslmed.aay3575] [Citation(s) in RCA: 159] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 02/11/2020] [Accepted: 08/28/2020] [Indexed: 12/12/2022]
Abstract
Systemic administration of immune checkpoint blockade (ICB) monoclonal antibodies (mAbs) can unleash antitumor functions of T cells but is associated with variable response rates and off-target toxicities. We hypothesized that antitumor efficacy of ICB is limited by the minimal accumulation of mAb within tissues where antitumor immunity is elicited and regulated, which include the tumor microenvironment (TME) and secondary lymphoid tissues. In contrast to systemic administration, intratumoral and intradermal routes of administration resulted in higher mAb accumulation within both the TME and its draining lymph nodes (LNs) or LNs alone, respectively. The use of either locoregional administration route resulted in pronounced T cell responses from the ICB therapy, which developed in the secondary lymphoid tissues and TME of treated mice. Targeted delivery of mAb to tumor-draining lymph nodes (TdLNs) alone was associated with enhanced antitumor immunity and improved therapeutic effects compared to conventional systemic ICB therapy, and these effects were sustained at reduced mAb doses and comparable to those achieved by intratumoral administration. These data suggest that locoregional routes of administration of ICB mAb can augment ICB therapy by improving immunomodulation within TdLNs.
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Affiliation(s)
- David M Francis
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.,Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Margaret P Manspeaker
- School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.,Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Alex Schudel
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA.,School of Material Science and Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Lauren F Sestito
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
| | - Meghan J O'Melia
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
| | - Haydn T Kissick
- Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA.,Department of Urology, Emory University School of Medicine, Atlanta, GA 30322, USA.,Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Brian P Pollack
- Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA.,Atlanta Veterans Affairs Medical Center, Decatur, GA 30033, USA.,Departments of Dermatology and Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Edmund K Waller
- Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Susan N Thomas
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, GA 30332, USA. .,Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA.,Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA.,George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
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37
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Osrodek M, Wozniak M. Targeting Genome Stability in Melanoma-A New Approach to an Old Field. Int J Mol Sci 2021; 22:3485. [PMID: 33800547 PMCID: PMC8036881 DOI: 10.3390/ijms22073485] [Citation(s) in RCA: 2] [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: 03/04/2021] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 02/07/2023] Open
Abstract
Despite recent groundbreaking advances in the treatment of cutaneous melanoma, it remains one of the most treatment-resistant malignancies. Due to resistance to conventional chemotherapy, the therapeutic focus has shifted away from aiming at melanoma genome stability in favor of molecularly targeted therapies. Inhibitors of the RAS/RAF/MEK/ERK (MAPK) pathway significantly slow disease progression. However, long-term clinical benefit is rare due to rapid development of drug resistance. In contrast, immune checkpoint inhibitors provide exceptionally durable responses, but only in a limited number of patients. It has been increasingly recognized that melanoma cells rely on efficient DNA repair for survival upon drug treatment, and that genome instability increases the efficacy of both MAPK inhibitors and immunotherapy. In this review, we discuss recent developments in the field of melanoma research which indicate that targeting genome stability of melanoma cells may serve as a powerful strategy to maximize the efficacy of currently available therapeutics.
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Affiliation(s)
| | - Michal Wozniak
- Department of Molecular Biology of Cancer, Medical University of Lodz, 92-215 Lodz, Poland;
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38
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Medler TR, Blair TC, Crittenden MR, Gough MJ. Defining Immunogenic and Radioimmunogenic Tumors. Front Oncol 2021; 11:667075. [PMID: 33816320 PMCID: PMC8017281 DOI: 10.3389/fonc.2021.667075] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 03/02/2021] [Indexed: 12/21/2022] Open
Abstract
In the cancer literature tumors are inconsistently labeled as ‘immunogenic’, and experimental results are occasionally dismissed since they are only tested in known ‘responsive’ tumor models. The definition of immunogenicity has moved from its classical definition based on the rejection of secondary tumors to a more nebulous definition based on immune infiltrates and response to immunotherapy interventions. This review discusses the basis behind tumor immunogenicity and the variation between tumor models, then moves to discuss how these principles apply to the response to radiation therapy. In this way we can identify radioimmunogenic tumor models that are particularly responsive to immunotherapy only when combined with radiation, and identify the interventions that can convert unresponsive tumors so that they can also respond to these treatments.
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Affiliation(s)
- Terry R Medler
- Earle A. Chiles Research Institute, Providence Cancer Institute, Providence Portland Medical Center, Portland, OR, United States
| | - Tiffany C Blair
- Earle A. Chiles Research Institute, Providence Cancer Institute, Providence Portland Medical Center, Portland, OR, United States.,Molecular Microbiology and Immunology, OHSU, Portland, OR, United States
| | - Marka R Crittenden
- Earle A. Chiles Research Institute, Providence Cancer Institute, Providence Portland Medical Center, Portland, OR, United States.,Molecular Microbiology and Immunology, OHSU, Portland, OR, United States.,The Oregon Clinic, Portland, OR, United States
| | - Michael J Gough
- Earle A. Chiles Research Institute, Providence Cancer Institute, Providence Portland Medical Center, Portland, OR, United States.,Molecular Microbiology and Immunology, OHSU, Portland, OR, United States
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Deng Z, Xiao M, Du D, Luo N, Liu D, Liu T, Lian D, Peng J. DNASE1L3 as a Prognostic Biomarker Associated with Immune Cell Infiltration in Cancer. Onco Targets Ther 2021; 14:2003-2017. [PMID: 33776450 PMCID: PMC7987320 DOI: 10.2147/ott.s294332] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 02/19/2021] [Indexed: 01/06/2023] Open
Abstract
Objectives Deoxyribonuclease 1 like 3 (DNASE1L3) is critically involved in apoptosis and immune response, however, its role in cancer has yet to be deciphered. We aimed to explore the prognostic value of DNASE1L3 across a series of malignancies. Methods Based on Oncomine database and Tumor Immune Estimation Resource (TIMER), expression profiling of DNASE1L3 was detailed in malignancies. Using PrognoScan, Kaplan-Meier Plotter, GEPIA2, and bc-GenEcMiner v4.5, prognostic value of DNASE1L3 was estimated in diverse cancers. Based on TIMER, association between DNASEL13 expression and immune infiltration was examined in various cancers. Then, mRNA level of DNASE1L3 in hepatocellular carcinoma (HCC) samples (n=22) and stomach adenocarcinoma (STAD) samples (n=17) was measured with qRT-PCR. Immunohistochemistry was performed to confirm expression of DNASE1L3 in paraffin-embedded tissues of HCC (n=9) and lung adenocarcinoma (n=20). Results DNASE1L3 was downregulated in multiple cancers, including breast invasive carcinoma (BRCA), cholangiocarcinoma (CHOL), liver hepatocellular carcinoma (LIHC), and lung adenocarcinoma (LUAD). A lower level of DNASE1L3 correlated with poorer prognosis in various cancers, especially in breast, liver, kidney, stomach, lung adenocarcinoma and sarcoma (SARC). Moreover, DNASE1L3 was positively related to immune cell infiltration in many cancers, including BRCA, LIHC, STAD, LUAD, and SARC. DNASE1L3 was significantly associated with CCR7/CCL19 in cancers. DNASE1L3 was downregulated in HCC and STAD tissues as demonstrated by qRT-PCR, as well as in HCC and LUAD samples, as shown by immunohistochemistry. Conclusion DNASE1L3 has potential to serve as a prognostic biomarker in cancer of the breast, kidney, liver, stomach, lung adenocarcinoma and sarcoma. Down-regulation of DNASE1L3 may participate in immune escape via CCR7/CCL19 axis.
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Affiliation(s)
- Zenghua Deng
- Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China.,Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Mengmeng Xiao
- Peking University International Hospital, Beijing, 102206, People's Republic of China.,Eighth School of Clinical Medicine, Peking University, Beijing, 102206, People's Republic of China
| | - Dexiao Du
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Nan Luo
- Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China.,Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Dongfang Liu
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Tingting Liu
- Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Dongbo Lian
- Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China.,Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
| | - Jirun Peng
- Ninth School of Clinical Medicine, Peking University, Beijing, 100038, People's Republic of China.,Department of Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People's Republic of China
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Lei Y, Li X, Huang Q, Zheng X, Liu M. Progress and Challenges of Predictive Biomarkers for Immune Checkpoint Blockade. Front Oncol 2021; 11:617335. [PMID: 33777757 PMCID: PMC7992906 DOI: 10.3389/fonc.2021.617335] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 02/15/2021] [Indexed: 02/05/2023] Open
Abstract
Over the past decade, immune checkpoint blockade (ICB) therapy has revolutionized the outlook for oncology with significant and sustained improvement in the overall patient survival. Unlike traditional cancer therapies, which target the cancer cells directly, ICB acts on the immune system to enhance anti-tumoral immunity. However, the response rate is still far from satisfactory and most patients are refractory to such treatment. Unfortunately, the mechanisms underlying such heterogeneous responses between patients to ICB therapy remain unclear. In addition, escalating costs of cancer care and unnecessary immune-related adverse events also are pertinent considerations with applications of ICB. Given these issues, identifying explicit predictive biomarkers for patient selection is an urgent unmet need to increase the efficacy of ICB therapy. The markers can be classified as tumor related and non-tumor-related biomarkers. Although substantial efforts have been put into investigating various biomarkers, none of them has been found to be sufficient for effectively stratifying patients who may benefit from immunotherapy. The present write up is an attempt to review the various emerging clinically relevant biomarkers affecting the efficacy of immune checkpoint inhibitors, as well as the limitations associated with their clinical application.
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Affiliation(s)
- Yanna Lei
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoying Li
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Qian Huang
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Xiufeng Zheng
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Liu
- Department of Abdominal Oncology, West China Hospital, Sichuan University, Chengdu, China
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41
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Lenci E, Cantini L, Pecci F, Cognigni V, Agostinelli V, Mentrasti G, Lupi A, Ranallo N, Paoloni F, Rinaldi S, Nicolardi L, Caglio A, Aerts S, Cortellini A, Ficorella C, Chiari R, Di Maio M, Dingemans AMC, Aerts JGJV, Berardi R. The Gustave Roussy Immune (GRIm)-Score Variation Is an Early-on-Treatment Biomarker of Outcome in Advanced Non-Small Cell Lung Cancer (NSCLC) Patients Treated with First-Line Pembrolizumab. J Clin Med 2021; 10:jcm10051005. [PMID: 33801320 PMCID: PMC7958321 DOI: 10.3390/jcm10051005] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/11/2021] [Accepted: 02/13/2021] [Indexed: 12/15/2022] Open
Abstract
Background: The Gustave Roussy Immune (GRIm)-Score takes into account neutrophil-to-lymphocyte ratio (NLR), serum albumin concentration and lactate dehydrogenase (LDH) and its prognostic value has been investigated in patients treated with immune check-point inhibitors (ICIs). To further assess the prognostic and predictive value of baseline GRIm-Score (GRImT0) in advanced non-small cell lung cancer (aNSCLC) patients, we separately investigated two cohorts of patients treated with first-line pembrolizumab or chemotherapy. We also investigated whether GRIm-Score at 45 days since treatment initiation (GRImT1) and GRIm-Score difference between the two timepoints may better predict clinical outcomes (GRImΔ = GRImT0 − GRImT1). Methods: We retrospectively evaluated 222 aNSCLC patients: 135 treated with pembrolizumab and 87 treated with chemotherapy as the first-line regimen. NLR, serum albumin and LDH concentrations were assessed at T0 and at T1. According to the GRIm-Score, patients were assigned 1 point if they had NLR > 6, LDH > upper limit normal or albumin < 3.5 g/dL. Patients with a GRIm-Score < 2 were considered as having a low Score. Results: In both cohorts, no difference in terms of overall survival (OS) between patients with low and high GRImT0 was found. Otherwise, median OS and progression free survival (PFS) of the low GRImT1 group were significantly longer than those of the high GRImT1 group in pembrolizumab-treated patients, but not in the CHT cohort (pembrolizumab cohort: low vs. high; median OS not reached vs. 9.2 months, p = 0.004; median PFS 10.8 vs. 2.3 months, p = 0.002). Patients receiving pembrolizumab with stable/positive GRImΔ had better OS (median OS not reached vs. 12.0 months, p < 0.001), PFS (median PFS 20.6 vs. 2.6 months, p < 0.001) and objective response rate (58.2% vs. 7.6%, p = 0.003) compared to patients with negative GRImΔ. Conclusion: Our data shown that GRImT1 and GRImΔ are more reliable peripheral blood biomarkers of outcome compared to GRImT0 in aNSCLC patients treated with pembrolizumab and might represent useful biomarkers to drive clinical decisions in this setting.
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Affiliation(s)
- Edoardo Lenci
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Luca Cantini
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
- Department of Pulmonary Medicine, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.A.); (A.-M.C.D.); (J.G.J.V.A.)
- Erasmus MC Cancer Institute, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands
| | - Federica Pecci
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Valeria Cognigni
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Veronica Agostinelli
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Giulia Mentrasti
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Alessio Lupi
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Nicoletta Ranallo
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Francesco Paoloni
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Silvia Rinaldi
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
| | - Linda Nicolardi
- Medical Oncology, Ospedali Riuniti Padova Sud, 35043 Monselice, Italy; (L.N.); (R.C.)
| | - Andrea Caglio
- Department of Oncology, University of Turin, Ordine Mauriziano Hospital, 10128 Torino, Italy; (A.C.); (M.D.M.)
| | - Sophie Aerts
- Department of Pulmonary Medicine, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.A.); (A.-M.C.D.); (J.G.J.V.A.)
- Erasmus MC Cancer Institute, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands
| | - Alessio Cortellini
- Medical Oncology, St Salvatore Hospital, 67100 L’Aquila, Italy; (A.C.); (C.F.)
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Corrado Ficorella
- Medical Oncology, St Salvatore Hospital, 67100 L’Aquila, Italy; (A.C.); (C.F.)
- Department of Biotechnology and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy
| | - Rita Chiari
- Medical Oncology, Ospedali Riuniti Padova Sud, 35043 Monselice, Italy; (L.N.); (R.C.)
| | - Massimo Di Maio
- Department of Oncology, University of Turin, Ordine Mauriziano Hospital, 10128 Torino, Italy; (A.C.); (M.D.M.)
| | - Anne-Marie C. Dingemans
- Department of Pulmonary Medicine, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.A.); (A.-M.C.D.); (J.G.J.V.A.)
- Erasmus MC Cancer Institute, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands
| | - Joachim G. J. V. Aerts
- Department of Pulmonary Medicine, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands; (S.A.); (A.-M.C.D.); (J.G.J.V.A.)
- Erasmus MC Cancer Institute, Erasmus MC Rotterdam, 3015 GD Rotterdam, The Netherlands
| | - Rossana Berardi
- Department of Medical Oncology, Università Politecnica delle Marche, AOU Ospedali Riuniti Ancona, 60126 Ancona, Italy; (E.L.); (L.C.); (F.P.); (V.C.); (V.A.); (G.M.); (A.L.); (N.R.); (F.P.); (S.R.)
- Correspondence: ; Tel.: +39-071-596-4169
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van Pul KM, Fransen MF, van de Ven R, de Gruijl TD. Immunotherapy Goes Local: The Central Role of Lymph Nodes in Driving Tumor Infiltration and Efficacy. Front Immunol 2021; 12:643291. [PMID: 33732264 PMCID: PMC7956978 DOI: 10.3389/fimmu.2021.643291] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 02/09/2021] [Indexed: 12/17/2022] Open
Abstract
Immune checkpoint blockade (ICB) has changed the therapeutic landscape of oncology but its impact is limited by primary or secondary resistance. ICB resistance has been related to a lack of T cells infiltrating into the tumor. Strategies to overcome this hurdle have so far focused on the tumor microenvironment, but have mostly overlooked the role of tumor-draining lymph nodes (TDLN). Whereas for CTLA-4 blockade TDLN have long since been implicated due to its perceived mechanism-of-action involving T cell priming, only recently has evidence been emerging showing TDLN to be vital for the efficacy of PD-1 blockade as well. TDLN are targeted by developing tumors to create an immune suppressed pre-metastatic niche which can lead to priming of dysfunctional antitumor T cells. In this review, we will discuss the evidence that therapeutic targeting of TDLN may ensure sufficient antitumor T cell activation and subsequent tumor infiltration to facilitate effective ICB. Indeed, waves of tumor-specific, proliferating stem cell-like, or progenitor exhausted T cells, either newly primed or reinvigorated in TDLN, are vital for PD-1 blockade efficacy. Both tumor-derived migratory dendritic cell (DC) subsets and DC subsets residing in TDLN, and an interplay between them, have been implicated in the induction of these T cells, their imprinting for homing and subsequent tumor control. We propose that therapeutic approaches, involving local delivery of immune modulatory agents for optimal access to TDLN, aimed at overcoming hampered DC activation, will enable ICB by promoting T cell recruitment to the tumor, both in early and in advanced stages of cancer.
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Affiliation(s)
- Kim M. van Pul
- Department of Medical Oncology, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam Infection and Immunity Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Marieke F. Fransen
- Deparment of Pulmonary Diseases Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam Infection and Immunity Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Rieneke van de Ven
- Department of Otolaryngology/Head-Neck Surgery, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam Infection and Immunity Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Tanja D. de Gruijl
- Department of Medical Oncology, Amsterdam University Medical Centers, Cancer Center Amsterdam, Amsterdam Infection and Immunity Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Nguyen TL, Yin Y, Choi Y, Jeong JH, Kim J. Enhanced Cancer DNA Vaccine via Direct Transfection to Host Dendritic Cells Recruited in Injectable Scaffolds. ACS NANO 2020; 14:11623-11636. [PMID: 32808762 DOI: 10.1021/acsnano.0c04188] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Deoxyribonucleic acid (DNA) vaccines are a promising cancer immunotherapy approach. However, effective delivery of DNA to antigen-presenting cells (e.g., dendritic cells (DCs)) for the induction of an adaptive immune response is limited. Conventional DNA delivery via intramuscular, intradermal, and subcutaneous injection by hypodermal needles shows a low potency and immunogenicity. Here, we propose the enhanced cancer DNA vaccine by direct transfection to the high number of DCs recruited into the chemoattractant-loaded injectable mesoporous silica microrods (MSRs). Subcutaneous administration of the MSRs mixed with tumor-antigen coding DNA polyplexes resulted in DC recruitment in the macroporous space of the scaffold formed by the spontaneous assembly of high-aspect-ratio MSRs, thereby allowing for enhanced cellular uptake of antigen-coded DNA by host DCs. The MSR scaffolds delivering the DNA vaccine trigger a more robust DC activation, antigen-specific CD8+ T cell response, and Th1 immune response compared to the bolus DNA vaccine. Additionally, the immunological memory can be induced with a single administration of the vaccine. The combination of the vaccination and antiprogrammed cell death-1 antibody significantly eliminates established lung metastasis. These results indicate that MSRs serve as a powerful platform for DNA vaccine delivery to DCs for effective cancer immunotherapy.
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Affiliation(s)
- Thanh Loc Nguyen
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Yue Yin
- School of Pharmacy, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing 100190, China
| | - Youngjin Choi
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Ji Hoon Jeong
- School of Pharmacy, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Jaeyun Kim
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Biomedical Institute for Convergence at SKKU (BICS), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Institute of Quantum Biophysics (IQB), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
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Fröhlich A, Sirokay J, Fietz S, Vogt TJ, Dietrich J, Zarbl R, Florin M, Kuster P, Saavedra G, Valladolid SR, Hoffmann F, Flatz L, Ring SS, Golletz C, Pietsch T, Strieth S, Brossart P, Gielen GH, Kristiansen G, Bootz F, Landsberg J, Dietrich D. Molecular, clinicopathological, and immune correlates of LAG3 promoter DNA methylation in melanoma. EBioMedicine 2020; 59:102962. [PMID: 32861198 PMCID: PMC7475111 DOI: 10.1016/j.ebiom.2020.102962] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 08/03/2020] [Accepted: 08/04/2020] [Indexed: 12/26/2022] Open
Abstract
Background The co-receptor lymphocyte-activation gene-3 (LAG3, LAG-3, CD223) is a potential target for immune checkpoint inhibition immunotherapies. However, little is known about the biological and clinical significance of LAG3 DNA methylation in melanoma and its microenvironment. Methods We evaluated LAG3 promoter and gene body methylation in a cohort of N = 470 melanoma patients obtained from The Cancer Genome Atlas (TCGA cohort), an independent cohort of N = 120 patients from the University Hospital Bonn, and in subsets of peripheral blood leukocytes, melanocytes, and melanoma cell lines. We validated the association of LAG3 methylation with mRNA expression in vitro in the melanoma cell line A375 treated with the hypomethylating agent 5-azacytidine and stimulated with interferon-γ. Finally, we investigated correlations between LAG3 methylation and progression-free survival in patients treated with immune checkpoint blockade (ICB cohort, N = 118). Findings Depending on the analysed locus (promoter, gene body) we found region-dependent significant LAG3 methylation differences between monocytes, B cells, CD8+ and CD4+ T cells, regulatory T cells, melanocytes, and melanoma cell lines. In tumor tissues, methylation correlated significantly with LAG3 mRNA expression, immune cell infiltrates (histopathologic lymphocyte score and RNA-Seq signatures of distinct immune infiltrates), and an interferon-γ signature. Finally, LAG3 methylation was associated with overall survival in the TCGA cohort and progression-free survival in the ICB cohort. We detected basal LAG3 mRNA expression in the melanoma cell A375 and an interferon-γ inducible expression after demethylation with 5-azacytidine. Interpretation Our study points towards an epigenetic regulation of LAG3 via promoter methylation and suggests a prognostic and predictive significance of LAG3 methylation in melanoma. Our results give insight in the tumor cell-intrinsic transcriptional regulation of LAG3 in melanoma. In perspective, our results might pave the way for investigating LAG3 methylation as a predictive biomarker for response to anti-LAG3 immune checkpoint blockage. Funding A full list of funding bodies that contributed to this study can be found in the Acknowledgements section.
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Affiliation(s)
- Anne Fröhlich
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany
| | - Judith Sirokay
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany
| | - Simon Fietz
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Timo J Vogt
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Jörn Dietrich
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Romina Zarbl
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Mike Florin
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Pia Kuster
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany
| | - Gonzalo Saavedra
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Susana Ramírez Valladolid
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany; Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | | | - Lukas Flatz
- Institute of Immunobiology, Kantonsspital St Gallen, St Gallen, Switzerland.; Department of Oncology and Haematology, Kantonsspital St Gallen, St Gallen, Switzerland; Department of Dermatology, University Hospital Zurich, Zurich, Switzerland; Department of Dermatology and Allergology, Kantonsspital St Gallen, St Gallen, Switzerland
| | - Sandra S Ring
- Institute of Immunobiology, Kantonsspital St Gallen, St Gallen, Switzerland.; Microbiology and Immunology PhD Program, University of Zurich, Zurich, Switzerland
| | - Carsten Golletz
- Institute of Pathology, University Hospital Bonn, Bonn, Germany
| | - Torsten Pietsch
- Institute of Neuropathology, University Hospital Bonn, Bonn, Germany
| | - Sebastian Strieth
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Peter Brossart
- Department of Oncology, Hematology and Rheumatology, University Hospital Bonn, Bonn, Germany
| | - Gerrit H Gielen
- Institute of Neuropathology, University Hospital Bonn, Bonn, Germany
| | | | - Friedrich Bootz
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany
| | - Jennifer Landsberg
- Department of Dermatology and Allergy, University of Bonn, Bonn, Germany
| | - Dimo Dietrich
- Department of Otolaryngology, Head and Neck Surgery, University Hospital Bonn, Sigmund-Freud-Str. 25, 53105 Bonn, Germany.
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Zhou X, Qiu S, Nie L, Jin D, Jin K, Zheng X, Yang L, Wei Q. Classification of Muscle-Invasive Bladder Cancer Based on Immunogenomic Profiling. Front Oncol 2020; 10:1429. [PMID: 32974156 PMCID: PMC7461944 DOI: 10.3389/fonc.2020.01429] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 07/06/2020] [Indexed: 02/05/2023] Open
Abstract
There is a significant heterogeneity in the immunotherapeutic responsiveness of each muscle-invasive bladder cancer (MIBC) patient. In our research, we aimed to identify a novel classification of MIBC based on immunogenomic profiling that may facilitate the reasonable stratification of prognosis and response to immunotherapy. The single-sample gene-set enrichment analysis (ssGSEA) was used to analyze the RNA-seq data of 29 important immune signatures from TCGA. Unsupervised hierarchical clustering was performed to identify an immunogenomic classification of MIBC. Then, we assessed the features of the classification in prognosis, immune infiltration, tumor-infiltration lymphocytes, HLA genes, and PD-L1 expression level. A total of 399 MIBC samples were included and three subtypes named Immunity_High, Immunity_Medium, and Immunity_Low were identified. The Immunity_High had a significant advantage in overall survival over the Immunity_Medium and Immunity_Low (p = 0.046 and p = 0.024). From Immunity_Low to Immunity_High, immune cell infiltration and stromal content showed an upward trend (p < 0.001). Meanwhile, Immunity_High was associated with a significantly higher proportion of TILs including dendritic cells resting, macrophages M1, mast cells resting, T cells CD4 memory activated, and T cells CD8+. And the expression levels of all HLA genes and PD-L1 of Immunity_High were the highest, consistent (p < 0.001). Two hundred ninety eight MIBC patients treated with immunotherapy from the IMvigor210 were included to form an independent validation cohort to verify the robustness of immunogenomic classification and the ability to predict the response to immunotherapy. This classification had potential clinical implications for predicting prognosis and immunotherapeutic responsiveness of MIBC patients.
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Affiliation(s)
- Xianghong Zhou
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Shi Qiu
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Ling Nie
- Department of Pathology, West China Hospital of Sichuan University, Chengdu, China
| | - Di Jin
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Kun Jin
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Xiaonan Zheng
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Lu Yang
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
| | - Qiang Wei
- Department of Urology, Institute of Urology, National Clinical Research Center for Geriatrics and Center of Biomedical Big Data, West China Hospital of Sichuan University, Chengdu, China
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Renga G, Bellet MM, Pariano M, Gargaro M, Stincardini C, D'Onofrio F, Mosci P, Brancorsini S, Bartoli A, Goldstein AL, Garaci E, Romani L, Costantini C. Thymosin α1 protects from CTLA-4 intestinal immunopathology. Life Sci Alliance 2020; 3:3/10/e202000662. [PMID: 32817121 PMCID: PMC7441522 DOI: 10.26508/lsa.202000662] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 08/07/2020] [Accepted: 08/07/2020] [Indexed: 12/21/2022] Open
Abstract
This study demonstrates that Tα1 protects mice from anti–CTLA-4–induced colitis and sustains its antitumor activity, thus suggesting that Tα1 may be used in combination protocols. The advent of immune checkpoint inhibitors has represented a major boost in cancer therapy, but safety concerns are increasingly being recognized. Indeed, although beneficial at the tumor site, unlocking a safeguard mechanism of the immune response may trigger autoimmune-like effects at the periphery, thus making the safety of immune checkpoint inhibitors a research priority. Herein, we demonstrate that thymosin α1 (Tα1), an endogenous peptide with immunomodulatory activities, can protect mice from intestinal toxicity in a murine model of immune checkpoint inhibitor–induced colitis. Specifically, Tα1 efficiently prevented immune adverse pathology in the gut by promoting the indoleamine 2,3-dioxygenase (IDO) 1–dependent tolerogenic immune pathway. Notably, Tα1 did not induce IDO1 in the tumor microenvironment, but rather modulated the infiltration of T-cell subsets by inverting the ratio between CD8+ and Treg cells, an effect that may depend on Tα1 ability to regulate the differentiation and chemokine expression profile of DCs. Thus, through distinct mechanisms that are contingent upon the context, Tα1 represents a plausible candidate to improve the safety/efficacy profile of immune checkpoint inhibitors.
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Affiliation(s)
- Giorgia Renga
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Marina M Bellet
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Marilena Pariano
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Marco Gargaro
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | | | - Fiorella D'Onofrio
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Paolo Mosci
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | | | - Andrea Bartoli
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Allan L Goldstein
- Department of Biochemistry and Molecular Medicine, School of Medicine and Health Sciences, The George Washington University, Washington, DC, USA
| | - Enrico Garaci
- University San Raffaele and Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele, Rome, Italy
| | - Luigina Romani
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Claudio Costantini
- Department of Experimental Medicine, University of Perugia, Perugia, Italy
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Mikkelsen LH. Molecular biology in conjunctival melanoma and the relationship to mucosal melanoma. Acta Ophthalmol 2020; 98 Suppl 115:1-27. [PMID: 32749776 DOI: 10.1111/aos.14536] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Lauge Hjorth Mikkelsen
- Eye Pathology Section; Departments of Pathology and Ophthalmology, Rigshospitalet; Copenhagen University Hospital; Copenhagen Denmark
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Filipovic A, Miller G, Bolen J. Progress Toward Identifying Exact Proxies for Predicting Response to Immunotherapies. Front Cell Dev Biol 2020; 8:155. [PMID: 32258034 PMCID: PMC7092703 DOI: 10.3389/fcell.2020.00155] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 02/26/2020] [Indexed: 12/14/2022] Open
Abstract
Clinical value and utility of checkpoint inhibitors, a drug class targeting adaptive immune suppression pathways (PD-1, PDL-1, and CTLA-4), is growing rapidly and maintains status of a landmark achievement in oncology. Their efficacy has transformed life expectancy in multiple deadly cancer types (melanoma, lung cancer, renal/urothelial carcinoma, certain colorectal cancers, lymphomas, etc.). Despite significant clinical development efforts, therapeutic indication of approved checkpoint inhibitors are not as wide as the oncology community and patients would like them to be, potentially bringing into question their universal efficacy across tumor histologies. With the main goal of expanding immunotherapy applications, identifying of biomarkers to accurately predict therapeutic response and treatment related side-effects are a paramount need in the field. Specificities surrounding checkpoint inhibitors in clinic, such as unexpected tumor response patterns (pseudo- and hyper-progression), late responders, as well as specific immune mediated toxicities, complicate the management of patients. They stem from the complexities and dynamics of the tumor/host immune interactions, as well as baseline tumor biology. Search for clinically effective biomarkers therefore calls for a holistic approach, rather than implementation of a single analyte. The goal is to achieve dynamic and comprehensive acquisition, analyses and interpretation of immunological and biologic information about the tumor and the immune system, and to compute these parameters into an actionable, maximally predictive value at the individual patient level. Limitation delaying swift incorporation of validated immuno-oncology biomarkers span from standardized biospecimens acquisition and processing, selection of proficient biomarker discovery and validation methods, to establishing multidisciplinary consortiums and data sharing platforms. Multi-disciplinary efforts have already yielded some approved (PDL-1 and MSI-status) and other advanced tests (TMB, neoantigen pattern, and TIL infiltration rate). Importantly, clinical trial taskforces now recognize the imperative of the biomarker-driven trial design and execution, to enable translating biomarker discoveries into the clinical setting. This will ensure we utilize the “conspiracy” between the peripheral and intra-tumoral dynamic markers in shaping responses to checkpoint blockade, for the ultimate patient benefit.
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Affiliation(s)
| | - George Miller
- New York University School of Medicine, New York, NY, United States
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Winter S, Shoaie S, Kordasti S, Platzbecker U. Integrating the "Immunome" in the Stratification of Myelodysplastic Syndromes and Future Clinical Trial Design. J Clin Oncol 2020; 38:1723-1735. [PMID: 32058844 DOI: 10.1200/jco.19.01823] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Myelodysplastic syndromes (MDS) are characterized by ineffective hematopoiesis and often include a dysregulation and dysfunction of the immune system. In the context of population aging, MDS incidence is set to increase substantially, with exponential increases in health care costs, given the limited and expensive treatment options for these patients. Treatment selection is mainly based on calculated risk categories according to a Revised International Prognostic Scoring System (IPSS-R). However, although IPSS-R is an excellent predictor of disease progression, it is an ineffective predictor of response to disease-modifying therapies. Redressing these unmet needs, the "immunome" is a key, multifaceted component in the initiation and overall response against malignant cells in MDS, and the current omission of immune status monitoring may in part explain the insufficiencies of current prognostic stratification methods. Nevertheless, integrating these and other recent molecular advances into clinical practice proves difficult. This review highlights the complexity of immune dysregulation in MDS pathophysiology and the fine balance between smoldering inflammation, adaptive immunity, and somatic mutations in promoting or suppressing malignant clones. We review the existing knowledge and discuss how state-of-the-art immune monitoring strategies could potentially permit novel patient substratification, thereby empowering practical predictions of response to treatment in MDS. We propose novel multicenter studies, which are needed to achieve this goal.
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Affiliation(s)
- Susann Winter
- Department of Internal Medicine I, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany.,German Cancer Consortium (DKTK), partner site Dresden, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Saeed Shoaie
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, United Kingdom.,Science for Life Laboratory, KTH-Royal Institute of Technology, Stockholm, Sweden
| | - Shahram Kordasti
- Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom.,Haematology Department, Guy's Hospital, London, United Kingdom
| | - Uwe Platzbecker
- German Cancer Consortium (DKTK), partner site Dresden, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom.,Haematology Department, Guy's Hospital, London, United Kingdom.,Medical Clinic and Policlinic 1, Hematology and Cellular Therapy, University of Leipzig Medical Center, Leipzig, Germany.,German MDS Study Group (G-MDS), Leipzig, Germany
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