AID-associated gene-regulatory network in cancer
AID-associated gene-regulatory network in cancer
Disciplines
Medical-Theoretical Sciences, Pharmacy (100%)
Keywords
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AID,
DNA alterations,
Solid Tumors,
Multigene Signature,
B cells,
Pathway Module
Activation-induced cytidine deaminase (AID) is critically involved in class switch recombination and somatic hypermutation of Ig loci resulting in diversification of antibodies repertoire and production of high affinity antibodies and as such represents a physiological tool to introduce DNA alterations. These processes take place within germinal centers (GC). Expression and activity of AID is considered to be restricted to B lymphocytes and because of its mutagenic and recombinogenic potential is tightly regulated on different levels to minimize the risk of unwanted DNA damage. However, chronic inflammation and, probably, combination of other notyet-identified factors, are able to create a microenvironment sufficient for triggering an aberrant AID expression in B cells and, importantly, in non-B-cells. Under these circumstances, AID may target also non-Ig genes, including cancer- related genes as oncogenes, tumour suppressor genes and genomic stability genes. Despite ongoing progress, complete understanding of the impact of AID expression in human non-B cells on the abnormal cell state associated with an increased rate of genomic alterations as point mutations, small insertions or deletions, and/or recurrent chromosomal translocations during solid tumor development and progression is still lacking. To address the role of just one particular module associated with AID among diverse oncogenic pathways contributing to heterogeneity of human cancers, we aim to perform a systematic analysis of AID expression in various types of solid tumors and attempt to estimate the functional consequence. To build up the AID expression pattern, we propose to use a combination of data-driven approach based on the analysis of genomewide microarray data sets and dissecting AID-associated pathways into the meaningful modules, and knowledge-driven approach based on the real-time PCR gene expression profiling using pre-designed gene signature, which composition is selected on the basis of the scientific literature. Being part of the research plan, expression patterns of other APOBEC family members will be investigated and aligned with the one for AID. Furthermore, we attempt to delineate the AID-associated DNA alterations and estimate their potential impact to pathology of solid tumors under investigation. A strong advantage of the current proposal is the excess to the well- characterized clinical specimens. Therefore, conceptualization of obtained data might be used not only for basic research, but presumably for therapeutic target proposal and building of prognostic and/or predictive AID-driven tumor-associated multigene expression signatures.
Accumulated knowledge on dysregulated cellular checkpoints associated with cancer development and systematic studies using genomic analysis tools have suggested many new classes of cancer-causing and/or cancer-promoting genes. Revolutionized impact gave the discovery of activation-induced cytidine deaminase, AID, with its remarkable ability to edit DNA and thus introduce point mutations or other types of DNA damagers. Under physiological conditions, AID functions as "good", health protecting factor being THE molecule responsible for the diversity of antibody repertoire directed against infectious agents by targeting immunoglobulin genes and driving somatic hypermutations and class switch recombination events. These reactions take place in GC-like structures within secondary lymphoid tissues in activated B cells. However, chronic inflammatory processes as well as other not-yet-identified factors are able to create a microenvironment sufficient for triggering an aberrant AID expression in B cells allocated outside of lymphoid organs and, importantly, in non-B cells including epithelial cells. Under these circumstances, AID may target cancer-related genes genome-wide, increase the risk of unwanted DNA damage and thus act as extremely "bad" factor. The complexity is multiplied by identification of other ten functionally related molecules which now compose the AID/APOBEC gene family. To what extent may aberrant AID/APOBEC expression/activity contribute to multifactorial processes of tumour development and progression? To give light, in the current project we developed and successfully applied two innovative approaches. Firstly, the microscopy-based imaging platform was used for automated scanning of large-scale tissue sections of patients with colorectal cancer metastases in the liver and subsequent computerized quantitative analyses of immune cells at metastatic area, named immunological imprint. We reported for the first time that B cells and, strikingly, functionally active, AID-positive ectopic lymphoid structures were accumulated at the tumour - liver border within the metastatic margin of 1 mm only. Furthermore, the data suggest that as more B lymphocytes are present at the border as better the prognosis for the patient. Taken together, we nominate the magnitude of B lymphocytes, including those organized in ectopic follicles, as novel prognostic marker which is superior to any clinicopathological parameter. Findings emphasize anti-tumoral role of B cell-driven mechanism(s) and thus indicate a new way of thinking about potential treatment strategies for patients with metastatic colorectal cancer. Secondly, we applied the multigene signature-based gene profiling approach combined with statistical modelling and bioinformatics to test whether AID/APOBECs could be part of mechanism(s) contributing to the etiology of solid tumours including ovarian cancer. We herein defined the multigene-based model which is eligible as prognostic for patients with advanced stage of serous ovarian carcinoma and delineated novel key AID/APOBEC-associated aspects of ovarian cancer biology. Our data deliver a proposal for ovarian cancer patient stratification and risk assessment and propose the established algorithm to be used in other malignant disorders. Furthermore, the results of our study strongly suggest that AID might be a critical factor in the epithelial cell plasticity program triggered during metastasising process.
- Claus Bachert, Ghent University - Belgium
Research Output
- 753 Citations
- 23 Publications
- 1 Methods & Materials
- 4 Disseminations
- 5 Scientific Awards
- 1 Fundings
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2012
Title Abstracts DOI 10.1007/s10353-012-0173-9 Type Journal Article Journal European Surgery Pages 1-15 -
2024
Title Human skin dendritic cell fate is differentially regulated by the monocyte identity factor Kruppel-like factor 4 during steady state and inflammation. DOI 10.7892/boris.92300 Type Journal Article Author Jurkin Link Publication -
2016
Title Exploring the role of sphingolipid machinery during the epithelial to mesenchymal transition program using an integrative approach DOI 10.18632/oncotarget.7947 Type Journal Article Author Meshcheryakova A Journal Oncotarget Pages 22295-22323 Link Publication -
2016
Title AID/APOBEC-network reconstruction identifies pathways associated with survival in ovarian cancer DOI 10.1186/s12864-016-3001-y Type Journal Article Author Svoboda M Journal BMC Genomics Pages 643 Link Publication -
2016
Title Human skin dendritic cell fate is differentially regulated by the monocyte identity factor Kruppel-like factor 4 during steady state and inflammation DOI 10.1016/j.jaci.2016.09.018 Type Journal Article Author Jurkin J Journal Journal of Allergy and Clinical Immunology Link Publication -
2015
Title Researcher of the month DOI 10.1007/s00508-015-0763-1 Type Journal Article Journal Wiener klinische Wochenschrift Pages 160-161 -
2015
Title Immunology of Osteoporosis: A Mini-Review DOI 10.1159/000431091 Type Journal Article Author Pietschmann P Journal Gerontology Pages 128-137 Link Publication -
2015
Title 166 Understanding the heterogeneity of B-cell subsets: From classical germinal centers to ectopic follicles at tumor site DOI 10.1016/s0959-8049(16)30063-6 Type Journal Article Author Mungenast F Journal European Journal of Cancer -
2015
Title The Major Birch Pollen Allergen Bet v 1 Induces Different Responses in Dendritic Cells of Birch Pollen Allergic and Healthy Individuals DOI 10.1371/journal.pone.0117904 Type Journal Article Author Smole U Journal PLOS ONE Link Publication -
2017
Title AllergoOncology – the impact of allergy in oncology: EAACI position paper DOI 10.1111/all.13119 Type Journal Article Author Jensen-Jarolim E Journal Allergy Pages 866-887 Link Publication -
2017
Title Fasting metabolism modulates the interleukin-12/interleukin-10 cytokine axis DOI 10.1371/journal.pone.0180900 Type Journal Article Author Kovarik J Journal PLOS ONE Link Publication -
2017
Title Activation of the ileal neuroendocrine tumor cell line P-STS by acetylcholine is amplified by histamine: role of H3R and H4R DOI 10.1038/s41598-017-01453-5 Type Journal Article Author Pfanzagl B Journal Scientific Reports Pages 1313 Link Publication -
2016
Title AID/APOBEC-network reconstruction identifies pathways associated with survival in ovarian cancer DOI 10.17169/refubium-19885 Type Other Author Meshcheryakova A Link Publication -
2016
Title Additional file 1: of AID/APOBEC-network reconstruction identifies pathways associated with survival in ovarian cancer DOI 10.6084/m9.figshare.c.3609059_d1 Type Other Author Meshcheryakova A Link Publication -
2019
Title Interrelations of Sphingolipid and Lysophosphatidate Signaling with Immune System in Ovarian Cancer DOI 10.1016/j.csbj.2019.04.004 Type Journal Article Author Meshcheryakova A Journal Computational and Structural Biotechnology Journal Pages 537-560 Link Publication -
2014
Title B Cells and Ectopic Follicular Structures: Novel Players in Anti-Tumor Programming with Prognostic Power for Patients with Metastatic Colorectal Cancer DOI 10.1371/journal.pone.0099008 Type Journal Article Author Meshcheryakova A Journal PLoS ONE Link Publication -
2012
Title 1109 Density and Organization of B Cells, Including the Activation-induced Cytidine Deaminase (AID)-positive Sub-population, Within Active Tumor Border of Human Colorectal Cancer Liver Metastases Shows a Positive Association With Survival Prognosis DOI 10.1016/s0959-8049(12)71712-4 Type Journal Article Author Meshcheryakova A Journal European Journal of Cancer -
2012
Title Activation-induced cytidine deaminase (AID) linking immunity, chronic inflammation, and cancer DOI 10.1007/s00262-012-1255-z Type Journal Article Author Mechtcheriakova D Journal Cancer Immunology, Immunotherapy Pages 1591-1598 Link Publication -
2012
Title Comparative oncology: ErbB-1 and ErbB-2 homologues in canine cancer are susceptible to cetuximab and trastuzumab targeting DOI 10.1016/j.molimm.2012.01.002 Type Journal Article Author Singer J Journal Molecular Immunology Pages 200-209 Link Publication -
2012
Title 464 Multigene Signature Approach to Assess the Role of AID/APOBEC Family Members During the Epithelial-to-mesenchymal Transition Program DOI 10.1016/s0959-8049(12)71137-1 Type Journal Article Author Svoboda M Journal European Journal of Cancer -
2016
Title Additional file 1: of AID/APOBEC-network reconstruction identifies pathways associated with survival in ovarian cancer DOI 10.6084/m9.figshare.c.3609059_d1.v1 Type Other Author Meshcheryakova A Link Publication -
2015
Title The calcium-sensing receptor suppresses epithelial-to-mesenchymal transition and stem cell- like phenotype in the colon DOI 10.1186/s12943-015-0330-4 Type Journal Article Author Aggarwal A Journal Molecular Cancer Pages 61 Link Publication -
2011
Title Activation-Induced Cytidine Deaminase (AID)-Associated Multigene Signature to Assess Impact of AID in Etiology of Diseases with Inflammatory Component DOI 10.1371/journal.pone.0025611 Type Journal Article Author Mechtcheriakova D Journal PLoS ONE Link Publication
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2010
Title 22 project-related abstracts were printed in periodicals/congress proceeding/abstract books. Type A talk or presentation -
2014
Link
Title April 2014: MSB&P group (Head DM) joned the Immunology Research Cluster at the Medical University of Vienna Type A formal working group, expert panel or dialogue Link Link -
2010
Title Science Day at the Medical University of Vienna organized for non-scientific community. Type Participation in an activity, workshop or similar -
2018
Link
Title The Long Night of Research / Lange Nacht der Forschung 2018 Type Participation in an open day or visit at my research institution Link Link
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2015
Title Invited Talk by Diana Mechtcheriakova entitled "Automated cell detection in pathophysiology: identification of novel prognostic markers". Type Personally asked as a key note speaker to a conference Level of Recognition Regional (any country) -
2015
Title Invited Talk by Diana Mechtcheriakova entitled "MuSiCO: from Multigene Signature to the Patient-Orientated Clinical Outcome". Type Personally asked as a key note speaker to a conference Level of Recognition National (any country) -
2014
Title Invited Talk by Diana Mechtcheriakova entitled "B cells and ectopic lymphoid structures at tumor site: passengers, drivers and/or prognostic markers for clinical outcome?" 19th World Congress on Advances in Oncology and 17th International Symposium on Molecular Medicine, October, 2014, Athens, Greece. Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2013
Title Travel grant and stay abroad to Martin Svoboda to cover mobility sponsored by Nebion, Zurich, Switzerland Type Research prize Level of Recognition Continental/International -
2013
Title Poster Presentation Award to Dr. Martin Svoboda at CEPII retreat of Medical University of Vienna, Vienna, Austria Type Poster/abstract prize Level of Recognition Regional (any country)
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2017
Title B cell-attributed immune checkpoints at the tumor site Type Research grant (including intramural programme) Start of Funding 2017