The biological role of PSMA for prostate cancer
The biological role of PSMA for prostate cancer
Disciplines
Biology (20%); Computer Sciences (30%); Medical-Theoretical Sciences, Pharmacy (50%)
Keywords
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PSMA PET,
Data mining,
DNA Methylation,
Epigenomics,
Prostate-specific membrane antigen (PSMA)
Prostate cancer is the most common and the second most lethal cancer in men in Western countries. Various risk factors such as age, race, family history or dietary and environmental factors have been associated with prostate cancer development. Although many tumors are indolent and do not progress to aggressive tumors, locally advanced and metastatic tumors constitute a major health burden. Therapy options are limited and mostly associated with low efficacy due to tumor heterogeneity. In order to improve the clinical management of advanced tumors, a better biological comprehension of prostate cancer is essential. We aim to address this, by focusing on the prostate-specific membrane antigen (PSMA), a protein that is frequently overexpressed in advanced prostate cancers representing an interesting diagnostic and therapeutic target for prostate cancer. Although PSMA has been used as a tracer for positron-emission-tomography (PET) for some while, its biological role as a potential oncogenic driver for prostate cancer has just been emerging. We hypothesize that PSMA expressing tumors depend on specific oncogenic and metabolic pathways and are associated with DNA methylation signatures that distinguish them from PSMA negative tumors. We will combine computational and systems biology-based approaches to identify genes and pathways that are functionally related to PSMA expression in advanced and metastatic tumors. We expect that our project will provide novel insights into prostate cancer biology with high translational impact for patient management and development of novel therapeutic options in the future.
Prostate cancer is the most common cancer among men in Europe, with 1 in 8 men expected to be diagnosed with prostate cancer during their lifetime. In many cases, prostate cancer is non-aggressive and has a high cure rate with effective treatment options. However, advanced stages of the disease are still linked to poor patient outcome. The prostate-specific membrane antigen (PSMA), has gained attention in recent years as a biomarker for both diagnosis and therapy, and high PSMA expression is observed in advanced stages of disease. Despite this, the exact biological function of PSMA in cancer remains unclear. To better understand its role, we used a combination of bioinformatics and laboratory experiments. By analyzing publicly available datasets and samples from our own PSMA-positive prostate cancer patient cohorts, we discovered significant metabolic changes in tumors with high PSMA expression. These changes were particularly prominent in lipid metabolism, and we found that specific metabolic inhibitors were highly effective in killing prostate cancer cells in laboratory tests. A major limitation in prostate cancer research has been the lack of suitable preclinical models. To address this, we developed a biobank of prostate cancer organoids-3D cell culture systems grown from mouse tumors with relevant genetic mutations. These organoids closely mimic the diversity of actual prostate tumors and can be easily modified for research purposes. Using these models, we conducted a drug screening of 388 compounds, including some already approved for clinical use. From this screen, we identified two promising drugs that have not been previously used to treat prostate cancer. Both showed strong potential in stopping the growth of human prostate cancer cells. In summary, our study sheds new light on the role of PSMA in tumor progression and metabolism, revealing potential vulnerabilities that could be targeted in future therapies. Importantly, we also created novel, flexible model systems that can be used to test drugs and support the development of personalized treatments for prostate cancer.
- Rahele Sheibany Tezerji, Ludwig Boltzmann Gesellschaft , associated research partner
Research Output
- 110 Citations
- 24 Publications
- 1 Methods & Materials
- 1 Datasets & models
- 4 Disseminations
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2024
Title Aggressive KRAS mutations direct TGF-ß response towards partial EMT in patient-derived colorectal cancer tumoroids DOI 10.1101/2024.06.25.600620 Type Preprint Author Mair T Pages 2024.06.25.600620 Link Publication -
2024
Title Cell-autonomous IL6ST activation suppresses prostate cancer development via STAT3/ARF/p53-driven senescence and confers an immune-active tumor microenvironment DOI 10.1186/s12943-024-02114-8 Type Journal Article Author Sternberg C Journal Molecular Cancer Pages 245 Link Publication -
2024
Title Examining the Relationship and Prognostic Significance of Cell-Free DNA Levels and the PSMA-Positive Tumor Volume in Men with Prostate Cancer: A Retrospective-Prospective [68Ga]Ga-PSMA-11 PET/CT Study. DOI 10.2967/jnumed.123.266158 Type Journal Article Author Einspieler H Journal Journal of nuclear medicine : official publication, Society of Nuclear Medicine Pages 63-70 -
2024
Title GoiStrat - Gene-of-interest-based sample stratification for the evaluation of functional differences DOI 10.21203/rs.3.rs-4075701/v1 Type Preprint Author Kalla J -
2024
Title Comparison of discovery rates and prognostic utility of [68Ga]Ga-PSMA-11 PET/CT and circulating tumor DNA in prostate cancer-a cross-sectional study. DOI 10.1007/s00259-024-06698-7 Type Journal Article Author Einspieler H Journal European journal of nuclear medicine and molecular imaging Pages 2833-2842 -
2024
Title EANM'24 Abstract Book Congress Oct 19-23, 2024 DOI 10.1007/s00259-024-06838-z Type Journal Article Journal European Journal of Nuclear Medicine and Molecular Imaging -
2024
Title A systematic review on the culture methods and applications of 3D tumoroids for cancer research and personalized medicine DOI 10.1007/s13402-024-00960-8 Type Journal Article Author Kalla J Journal Cellular Oncology Pages 1-26 Link Publication -
2024
Title JUN mediates the senescence associated secretory phenotype and immune cell recruitment to prevent prostate cancer progression DOI 10.1186/s12943-024-02022-x Type Journal Article Author Redmer T Journal Molecular Cancer Pages 114 Link Publication -
2024
Title Imaging and outcome correlates of ctDNA methylation markers in prostate cancer: A comparative, cross- sectional [Ga]Ga-PSMA-11 PET/CT study Type Conference Proceeding Abstract Author Kluge Conference Annual Congress of the European Association of Nuclear Medicine Pages 1-1026 Link Publication -
2024
Title Comparative Diagnostic and Prognostic Utility of [68Ga] Ga-PSMA-11 PET/CT and Circulating Tumor DNA in Prostate Cancer Type Conference Proceeding Abstract Author Einspieler H Conference 2024 SNMMI Annual Meeting Pages 241013 Link Publication -
2023
Title Performance of clinical risk scores and prediction models to identify pathogenic germline variants in patients with advanced prostate cancer. DOI 10.1007/s00345-023-04535-4 Type Journal Article Author Rebhan K Journal World journal of urology Pages 2091-2097 -
2025
Title The atypical KRASQ22K mutation directs TGF-ß response towards partial epithelial-to-mesenchymal transition in patient-derived colorectal cancer tumoroids DOI 10.1002/1878-0261.70014 Type Journal Article Author Mair T Journal Molecular Oncology Link Publication -
2025
Title Imaging and outcome correlates of ctDNA methylation markers in prostate cancer: a comparative, cross-sectional [68Ga]Ga-PSMA-11 PET/CT study DOI 10.1186/s13148-025-01811-5 Type Journal Article Author Kluge K Journal Clinical Epigenetics Pages 36 Link Publication -
2025
Title Biobank of genetically defined murine prostate cancer tumoroids uncovers oncogenic pathways and drug vulnerabilities driven by PTEN-loss DOI 10.1101/2025.03.14.643296 Type Preprint Author Kalla J Pages 2025.03.14.643296 -
2025
Title HDAC1 acts as a tumor suppressor in ALK-positive anaplastic large cell lymphoma: implications for HDAC inhibitor therapy DOI 10.1038/s41375-025-02584-9 Type Journal Article Author Zrimšek M Journal Leukemia Pages 1412-1424 Link Publication -
2025
Title Goistrat: gene-of-interest-based sample stratification for the evaluation of functional differences DOI 10.1186/s12859-025-06109-0 Type Journal Article Author Pérez Malla C Journal BMC Bioinformatics Pages 97 Link Publication -
2023
Title Consecutive Prostate-Specific Membrane Antigen (PSMA) and Antigen Receptor (AR) PET Imaging Shows Positive Correlation with AR and PSMA Protein Expression in Primary Hormone-Nave Prostate Cancer. DOI 10.2967/jnumed.122.264981 Type Journal Article Author Al Jalali V Journal Journal of nuclear medicine : official publication, Society of Nuclear Medicine Pages 863-868 -
2023
Title Identification of Biomarkers and Trajectories of Prostate Cancer Progression: A Bioinformatics Fusion of Weighted Correlation Network Analysis and Machine Learning DOI 10.1101/2023.03.02.530740 Type Preprint Author Sheibani-Tezerji R Pages 2023.03.02.530740 Link Publication -
2022
Title KMT2C methyltransferase domain regulated INK4A expression suppresses prostate cancer metastasis DOI 10.1186/s12943-022-01542-8 Type Journal Article Author Limberger T Journal Molecular Cancer Pages 89 Link Publication -
2021
Title Senescence Reprogramming by TIMP1 Deficiency Promotes Prostate Cancer Metastasis. DOI 10.1016/j.ccell.2020.10.012 Type Journal Article Author Guccini I Journal Cancer cell -
2020
Title Thyroid and androgen receptor signaling are antagonized by µ-Crystallin in prostate cancer DOI 10.1002/ijc.33332 Type Journal Article Author Aksoy O Journal International Journal of Cancer Pages 731-747 Link Publication -
2023
Title Identification of DNA methylation based biomarkers and development of preclinical organoid models for prostate cancer Type PhD Thesis Author Dillinger, Thomas Link Publication -
2023
Title STAT3/LKB1 controls metastatic prostate cancer by regulating mTORC1/CREB pathway DOI 10.1186/s12943-023-01825-8 Type Journal Article Author Pencik J Journal Molecular Cancer Pages 133 Link Publication -
2022
Title Identification of tumor tissue-derived DNA methylation biomarkers for the detection and therapy response evaluation of metastatic castration resistant prostate cancer in liquid biopsies. DOI 10.1186/s12943-021-01445-0 Type Journal Article Author Dillinger T Journal Molecular cancer Pages 7
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2025
Title Generation of murine prostate organoids and tumoroids DOI 10.1101/2025.03.14.643296 Type Cell line Public Access
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0
Title Epigenetics Workshop Type Participation in an activity, workshop or similar -
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Title General public Type A talk or presentation -
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Title Scientific education for physicians Type A talk or presentation -
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Title Workshop for Physicians Type A talk or presentation