JanusRNA - identification of early cancer biomarkers
Tools to detect cancer at an early stage and improve survival are of great importance. The overall aim of this project is to investigate circulating RNAs as potential early biomarkers for cancer. We have produced RNA sequencing data from pre-diagnostic serum samples from the Janus Serum Bank Cohort, including 9 different cancer types and a large control group of cancer-free individuals.
About the project
-
Project period: 01.10.2013 - 31.12.2030 (Active)
- Coordinating Institution: Folkehelseinstituttet
-
Project Managers:
- Hilde Langseth, Norwegian Institute of Public Health
- Trine Rounge, Norwegian Institute of Public Health
-
Project Participants:
- Trine Rounge, Norwegian Institute of Public Health
- Renée Turzanski Fortner, Norwegian Institute of Public Health
- Marcin Wojewodzic, Norwegian Institute of Public Health
- Steffan Daniel Bos-Haugen, Norwegian Institute of Public Health
- Katarina B. Skogstrøm, Norwegian Institute of Public Health
- Marianne Lauritzen, Norwegian Institute of Public Health
- Luca Pestarino, Norwegian Institute of Public Health
- Robert Lyle, Oslo University Hospital
Cancer incidence and diagnosis
About 38 000 Norwegians are diagnosed with cancer annually and cancer is the leading cause of death overall in Norway. Breast and prostate cancer are the most common types of cancer in women and men respectively, followed by colorectal and lung cancer in both genders.
The survival of most cancers is highly dependent on the stage at diagnosis. Tools to detect cancer at an early stage and improve survival are of great importance. The overall aim of this project is to investigate microRNA (miRNA) and other circulating RNAs as potential early biomarkers for cancer.
RNA data
We have produced RNA sequencing data from pre-diagnostic serum samples from the Janus Serum Bank Cohort. We have included patients with cancer of the lung (n=404), colon (n=305) rectum (n=190), breast (n=205), prostate (n=326), ovaries (n=80), testis (n=80) and gallbladder (n=27) with a sample collected within 10 years prior to cancer diagnosis, and a large frequency matched control group of 673 cancer-free individuals up to 10 years after blood collection. In addition, we have produced data from endometrial cancer patents and matched controls (n=320/320).
The project is initiated and lead by the Cancer Registry of Norway and is performed in close collaboration with the Norwegian Sequencing Centre at Oslo University Hospital/University of Oslo. We have developed and optimized RNA sequencing method for samples with low input RNA.
The sequencing data is combined with detailed cancer information from the Cancer Registry of Norway and information on environmental exposures from health surveys, in advanced biocomputational analysis.
How to get access to data
In this project we have been collaborating closely with ELIXIR/NFEGA to develop FAIR data sharing mechanisms and we have established a Data Access Committee.
All research projects that includes information and/or biological material from Janus Serum Bank must comply with the EU’s General Data Protection Regulation (GDPR). This means that the processing must have approval from the Regional Committee for Medical Research in Norway (REC). Furthermore the processing needs legal basis according to GDPR Article 6 and 9. The applicant must have considered the need for a Data Protection Impact Assessment (DPIA) according to GDPR article 35. The applicant must prove that these requirements have been met before the data can be made available. Disclosure of information and/or biological material to countries outside the EU requires that the conditions in GDPR are met. For more information, please contact us at mirJanus@fhi.no.
To apply for access to published data from the JanusRNA study the applicant must fill out this form:
Funding
- The Research Council, The Cancer Society, The European Union
Collaborating partners
- Norwegian Sequencing Centre and University of Oslo
Core Facility Leader, Robert Lyle, PhD - Saarland University
Chair of Clinical Bioinformatics, Andreas Keller, PhD
Institute of Human Genetics, Eckart Meese, PhD - Institute for Cancer research at Oslo University Hospital
Institute for Tumor Biology and Research Group for Biomedical Informatics, Prof. Eivind Hovig, PhD
Institute of Oncology Assoc. Prof Åslaug Helland, MD, PhD - OsloMet – Oslo Metropolitan University
Faculty of Health Sciences, Trine B. Haugen, PhD - University in Heidelberg
Medical Biometry, Prof. Justo Lorenzo Bermejo, PhD - German Cancer Research Centre
The Institution for Cancer Epidemiology, Prof. Rudolf Kaaks, PhD
The Institution for Cancer Epidemiology, Renée Fortner, PhD - Harvard Medical School
Brigham And Women’s Hospital, Prof. Kevin Elias, MD - Imperial College London, School of Public Health
Chair of Environmental Epidemiology, Prof. Paolo Vineis, MD, MPH, FFPH
Epidemiology & Biostatistics, Verena Züber, PhD
Epidemiology & Biostatistics, Prof. Marc Chadeau-Hyam, PhD - Universitet i Bergen
Institute for Global Health and Community Medicine, Prof. Tone Bjørge, MD, PhD, Prof. Rolv Terje Lie, PhD
Contact information
- E-mail: mirJanus@fhi.no
Publications
Pestarino, L., R. T. Fortner, T. H. Nøst, I. Fotopoulos, I. Urbarova, O. D. Røe, H. Langseth and T. B. Rounge (2025). Recommendations for validating omics prediction models: Insights from a lung cancer RNA biomarker study. Cancer Epidemiology, Biomarkers & Prevention 34(10): 1852–1860. https://doi.org/10.1158/1055-9965.Epi-25-0787
Scherer, D., C. Barahona Ponce, C. Mengoa, P. Montenegro, H. Losada, A. L. Garcia, A. Rojas, E. Morales, A. V. Kortmann, L. Spencer, A. Ortega, K. Vargas Valdebenito, J. C. Roa, C. Inklemona, A. Colombo Flores, R. Kirsten, L. Zollner, K. Marcelain, T. B. Rounge, H. Langseth, . . . J. Lorenzo Bermejo (2025). Data Resource Profile: EULAT Eradicate GBC: the European-Latin American Research Consortium towards Eradication of Preventable Gallbladder Cancer. International Journal of Epidemiology 54(4). https://doi.org/10.1093/ije/dyaf127
Burton, J., T. B. Rounge, T. B. Haugen and M. W. Wojewodzic (2025). Networks of pre-diagnostic circulating RNA in testicular germ cell tumour. Sci Rep 15(1): 1910. https://doi.org/10.1038/s41598-024-84484-z
Stawiski, K., R. T. Fortner, L. Pestarino, S. U. Umu, R. Kaaks, T. B. Rounge, K. M. Elias, W. Fendler and H. Langseth (2024). Validation of miRNA signatures for ovarian cancer earlier detection in the pre-diagnosis setting using machine learning approaches. Front Oncol 14: 1389066. https://doi.org/10.3389/fonc.2024.1389066
Rostami, S., T. B. Rounge, L. Pestarino, R. Lyle, R. T. Fortner, A. Haaland Ø, R. T. Lie, F. Wiklund, T. Bjørge and H. Langseth (2024). Differential levels of circulating RNAs prior to endometrial cancer diagnosis. Int J Cancer. https://doi.org/10.1002/ijc.34951
Blandino, A., D. Scherer, F. Boekstegers, T. B. Rounge, H. Langseth, S. Roessler, K. Hveem, H. Brenner, S. Pechlivanis, M. Waldenberger and J. L. Bermejo (2024). Small-RNA sequencing reveals potential serum biomarkers for gallbladder cancer: Results from a three-stage collaborative study of large European prospective cohorts. European Journal of Cancer: 115138. https://doi.org/https://doi.org/10.1016/j.ejca.2024.115138
Abu-Halima, M., A. Keller, L. S. Becker, U. Fischer, A. Engel, N. Ludwig, F. Kern, T. B. Rounge, H. Langseth, E. Meese and V. Keller (2023). Dynamic and static circulating cancer microRNA biomarkers - a validation study. RNA Biol 20(1): 1–9. https://doi.org/10.1080/15476286.2022.2154470
Umu, S. U., H. Langseth, V. Zuber, Å. Helland, R. Lyle and T. B. Rounge (2022). Serum RNAs can predict lung cancer up to 10 years prior to diagnosis. Elife 11. https://doi.org/10.7554/eLife.71035
Langseth, H., S. U. Umu, C. Bucher-Johannessen, R. Babigumira, M. Leithaug, M. Lauritzen, P. Vineis, G. Ursin, R. Lyle and T. B. Rounge (2021). Data Resource Profile: thousands of circulating RNA profiles of pre-clinical samples from the Janus Serum Bank Cohort. medRxiv. https://doi.org/10.1101/2021.01.22.20243154
Brägelmann, J., C. Barahona Ponce, K. Marcelain, S. Roessler, B. Goeppert, I. Gallegos, A. Colombo, V. Sanhueza, E. Morales, M. T. Rivera, G. de Toro, A. Ortega, B. Müller, F. Gabler, D. Scherer, M. Waldenberger, E. Reischl, F. Boekstegers, V. Garate-Calderon, S. U. Umu, . . . J. Lorenzo Bermejo (2021). Epigenome-Wide Analysis of Methylation Changes in the Sequence of Gallstone Disease, Dysplasia, and Gallbladder Cancer. Hepatology 73(6): 2293–2310. https://doi.org/10.1002/hep.31585
Umu, S. U., H. Langseth, A. Keller, E. Meese, Å. Helland, R. Lyle and T. B. Rounge (2020). A 10-year prediagnostic follow-up study shows that serum RNA signals are highly dynamic in lung carcinogenesis. Mol Oncol 14(2): 235–247. https://doi.org/10.1002/1878-0261.12620
Scherer, D., M. D. Dávila López, B. Goeppert, S. Abrahamsson, R. G. González Silos, I. Nova, K. Marcelain, J. C. Roa, D. Ibberson, S. U. Umu, T. B. Rounge, S. Roessler and J. L. Bermejo (2020). RNA Sequencing of Hepatobiliary Cancer Cell Lines: Data and Applications to Mutational and Transcriptomic Profiling. Cancers (Basel) 12(9). https://doi.org/10.3390/cancers12092510
Keller, A., T. Fehlmann, C. Backes, F. Kern, R. Gislefoss, H. Langseth, T. B. Rounge, N. Ludwig and E. Meese (2020). Competitive learning suggests circulating miRNA profiles for cancers decades prior to diagnosis. RNA Biol 17(10): 1416–1426. https://doi.org/10.1080/15476286.2020.1771945
Burton, J., S. U. Umu, H. Langseth, T. Grotmol, T. K. Grimsrud, T. B. Haugen and T. B. Rounge (2020). Serum RNA Profiling in the 10-Years Period Prior to Diagnosis of Testicular Germ Cell Tumor. Front Oncol 10: 574977. https://doi.org/10.3389/fonc.2020.574977
Umu, S. U., H. Langseth, C. Bucher-Johannessen, B. Fromm, A. Keller, E. Meese, M. Lauritzen, M. Leithaug, R. Lyle and T. B. Rounge (2018). A comprehensive profile of circulating RNAs in human serum. RNA Biol 15(2): 242–250. https://doi.org/10.1080/15476286.2017.1403003
Rounge, T. B., S. U. Umu, A. Keller, E. Meese, G. Ursin, S. Tretli, R. Lyle and H. Langseth (2018). Circulating small non-coding RNAs associated with age, sex, smoking, body mass and physical activity. Sci Rep 8(1): 17650. https://doi.org/10.1038/s41598-018-35974-4