PMID- 33391542 OWN - NLM STAT- MEDLINE DCOM- 20210722 LR - 20231110 IS - 1838-7640 (Electronic) IS - 1838-7640 (Linking) VI - 11 IP - 3 DP - 2021 TI - Network- and systems-based re-engineering of dendritic cells with non-coding RNAs for cancer immunotherapy. PG - 1412-1428 LID - 10.7150/thno.53092 [doi] AB - Dendritic cells (DCs) are professional antigen-presenting cells that induce and regulate adaptive immunity by presenting antigens to T cells. Due to their coordinative role in adaptive immune responses, DCs have been used as cell-based therapeutic vaccination against cancer. The capacity of DCs to induce a therapeutic immune response can be enhanced by re-wiring of cellular signalling pathways with microRNAs (miRNAs). Methods: Since the activation and maturation of DCs is controlled by an interconnected signalling network, we deploy an approach that combines RNA sequencing data and systems biology methods to delineate miRNA-based strategies that enhance DC-elicited immune responses. Results: Through RNA sequencing of IKKbeta-matured DCs that are currently being tested in a clinical trial on therapeutic anti-cancer vaccination, we identified 44 differentially expressed miRNAs. According to a network analysis, most of these miRNAs regulate targets that are linked to immune pathways, such as cytokine and interleukin signalling. We employed a network topology-oriented scoring model to rank the miRNAs, analysed their impact on immunogenic potency of DCs, and identified dozens of promising miRNA candidates, with miR-15a and miR-16 as the top ones. The results of our analysis are presented in a database that constitutes a tool to identify DC-relevant miRNA-gene interactions with therapeutic potential (https://www.synmirapy.net/dc-optimization). Conclusions: Our approach enables the systematic analysis and identification of functional miRNA-gene interactions that can be experimentally tested for improving DC immunogenic potency. CI - (c) The author(s). FAU - Lai, Xin AU - Lai X AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Dreyer, Florian S AU - Dreyer FS AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Cantone, Martina AU - Cantone M AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Eberhardt, Martin AU - Eberhardt M AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Gerer, Kerstin F AU - Gerer KF AD - RNA Group, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Jaitly, Tanushree AU - Jaitly T AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Uebe, Steffen AU - Uebe S AD - Department of Human Genetics, Universitatsklinikum Erlangen, Erlangen, Germany. FAU - Lischer, Christopher AU - Lischer C AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Ekici, Arif AU - Ekici A AD - Department of Human Genetics, Universitatsklinikum Erlangen, Erlangen, Germany. FAU - Wittmann, Jurgen AU - Wittmann J AD - Division of Molecular Immunology, Department of Medicine 3, Universitatsklinikum Erlangen, Erlangen, Germany. FAU - Jack, Hans-Martin AU - Jack HM AD - Division of Molecular Immunology, Department of Medicine 3, Universitatsklinikum Erlangen, Erlangen, Germany. FAU - Schaft, Niels AU - Schaft N AD - RNA Group, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Dorrie, Jan AU - Dorrie J AD - RNA Group, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. FAU - Vera, Julio AU - Vera J AD - Laboratory of Systems Tumor Immunology, Department of Dermatology, Friedrich-Alexander-Universitat Erlangen-Nurnberg (FAU) and Universitatsklinikum Erlangen, Erlangen, Germany. AD - Deutsches Zentrum Immuntherapie (DZI), Erlangen, Germany. AD - Comprehensive Cancer Center (CCC) Erlangen, Erlangen, Germany. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20210101 PL - Australia TA - Theranostics JT - Theranostics JID - 101552395 RN - 0 (Cancer Vaccines) RN - 0 (Cytokines) RN - 0 (MicroRNAs) RN - 0 (RNA, Untranslated) RN - EC 2.7.11.10 (I-kappa B Kinase) SB - IM MH - Adaptive Immunity/immunology MH - Cancer Vaccines/immunology MH - Cells, Cultured MH - Cytokines/immunology MH - Dendritic Cells/*immunology MH - Humans MH - I-kappa B Kinase/immunology MH - Immunotherapy/methods MH - MicroRNAs/immunology MH - Neoplasms/*immunology/*therapy MH - RNA, Untranslated/*immunology MH - Signal Transduction/immunology PMC - PMC7738891 OTO - NOTNLM OT - dendritic cell OT - microRNAs OT - network biology OT - systems biology OT - therapeutic vaccination in cancer COIS- Competing Interests: The authors have declared that no competing interest exists. EDAT- 2021/01/05 06:00 MHDA- 2021/07/23 06:00 PMCR- 2021/01/01 CRDT- 2021/01/04 05:28 PHST- 2020/09/10 00:00 [received] PHST- 2020/10/15 00:00 [accepted] PHST- 2021/01/04 05:28 [entrez] PHST- 2021/01/05 06:00 [pubmed] PHST- 2021/07/23 06:00 [medline] PHST- 2021/01/01 00:00 [pmc-release] AID - thnov11p1412 [pii] AID - 10.7150/thno.53092 [doi] PST - epublish SO - Theranostics. 2021 Jan 1;11(3):1412-1428. doi: 10.7150/thno.53092. eCollection 2021.