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Späth, F., Wennberg, P., Johansson, R., Weinehall, L., Norberg, M., Rosén, A., . . . van Guelpen, B. (2025). Cohort profile: the Northern Sweden health and disease study (NSHDS). International Journal of Epidemiology, 54(1), Article ID dyaf004.
Open this publication in new window or tab >>Cohort profile: the Northern Sweden health and disease study (NSHDS)
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2025 (English)In: International Journal of Epidemiology, ISSN 0300-5771, E-ISSN 1464-3685, Vol. 54, no 1, article id dyaf004Article in journal (Refereed) Published
Abstract [en]

Key features: 

  • The Northern Sweden Health and Disease Study (NSHDS) was initiated in the mid-1980s. The NSHDS is a population-based prospective longitudinal cohort comprising >140 000 participants in the two northernmost regions in Sweden, Norrbotten and Västerbotten, with >240 000 blood samples and 1.5 million person-years of follow-up.
  • The NSHDS includes three sub-cohorts: the Västerbotten Intervention Programme (VIP), the expanded Northern Sweden Monitoring of Trends and Determinants of Cardiovascular Disease (MONICA) Study, and the Mammography Screening Project (MSP). The VIP is both a community-based cardiometabolic intervention programme encouraging healthy lifestyle (targeting individuals 40, 50, and 60 years of age), and a corresponding research cohort. The MONICA is an observational study focusing on cardiovascular disease and its associated risk factors, recruiting individuals aged 25–74 years. The MSP recruited women attending mammography during 1995–2006. The NSHDS median participation age is 50 years (53% women).
  • Most participants contribute data on health, lifestyle, anthropometric measures, blood pressure, blood lipids, and glucose tolerance, along with research blood samples that are fractionated, frozen within an hour of collection, and stored at –80°C. Linkage to registries, clinical cohorts, and biological tissue archives facilitates studies of well-characterized participants (often combined with intervention studies).
  • Collaborations are encouraged. Additional information can be found at: info.brs@umu.se; https://www.umu.se/en/biobank
Place, publisher, year, edition, pages
Oxford University Press, 2025
Keywords
biobank, biomarkers, disease risk, lifestyle intervention, longitudinal cohort, NSHDS, population-based study, prospective blood samples, prospective cohort, risk factor
National Category
Epidemiology Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:umu:diva-235871 (URN)10.1093/ije/dyaf004 (DOI)001413338400001 ()39899988 (PubMedID)2-s2.0-85217499001 (Scopus ID)
Funder
Region VästerbottenNorrbotten County CouncilSwedish Research Council, 2017-00650Cancerforskningsfonden i Norrland, AMP 24-1152 FSSwedish Society of MedicineBlodcancerförbundetThe Kempe FoundationsSwedish Cancer Society, 22 2206 FKSwedish Society for Medical Research (SSMF), SG-23-0168-B
Available from: 2025-02-24 Created: 2025-02-24 Last updated: 2025-02-24Bibliographically approved
Kolijn, P. M., Smith-Byrne, K., Burk, V., Viallon, V., Lee, M. A., Papier, K., . . . Vermeulen, R. C. H. (2025). Multi-cohort high-dimensional proteomics reveals early risk markers for lymphoid cancer subtypes. Nature Communications, 16(1), Article ID 9517.
Open this publication in new window or tab >>Multi-cohort high-dimensional proteomics reveals early risk markers for lymphoid cancer subtypes
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2025 (English)In: Nature Communications, E-ISSN 2041-1723, Vol. 16, no 1, article id 9517Article in journal (Refereed) Published
Abstract [en]

This study aims to investigate the early stages of lymphoid malignancy pathogenesis and identify pre-diagnostic proteomic markers for lymphoma. Using the SomaScan-7K platform, we analyze 6412 unique plasma proteins in a case-cohort study nested within the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort, comprising 4565 participants (484 incident lymphoid malignancy cases, median follow-up 9 years). We identify over 500 unique protein-lymphoid malignancy associations. Enriched pathways include viral protein interactions, cytokine signaling, B-cell receptor signaling, and NF-κB activation, reflecting key mechanisms in lymphoma pathogenesis. Cross-cohort validation of the top 20 FDR-significant proteins reveals concordant nominal significance for 70%-95% of the associations in the UK Biobank (Olink) and ARIC (SomaScan) studies. Time-stratified analyses reveals that a subset of these protein-lymphoma associations is evident over a decade before diagnosis. These findings highlight the potential of circulating proteomic markers in risk stratification, early diagnosis, and targeted prevention strategies for lymphoid malignancies.

Place, publisher, year, edition, pages
Springer Nature, 2025
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-246832 (URN)10.1038/s41467-025-64534-4 (DOI)001604755900007 ()41152224 (PubMedID)2-s2.0-105020288926 (Scopus ID)
Available from: 2025-11-24 Created: 2025-11-24 Last updated: 2025-11-24Bibliographically approved
Sterbova, S., Wibom, C., Krop, E. J. .., Langseth, H., Vermeulen, R., Harlid, S., . . . Späth, F. (2025). Prediagnostic serum immune marker levels and multiple myeloma: a prospective longitudinal study using samples from the Janus serum bank in Norway. Cancer Prevention Research, 18(7), 383-391
Open this publication in new window or tab >>Prediagnostic serum immune marker levels and multiple myeloma: a prospective longitudinal study using samples from the Janus serum bank in Norway
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2025 (English)In: Cancer Prevention Research, ISSN 1940-6207, E-ISSN 1940-6215, Vol. 18, no 7, p. 383-391Article in journal (Refereed) Published
Abstract [en]

Multiple myeloma is preceded by monoclonal gammopathy of undetermined significance (MGUS). Only a minority of patients with MGUS will develop multiple myeloma, but precise prediction of progression is impossible using routine clinical biomarkers. Changes in the levels of blood immune markers can help predict disease progression. Data remain inconsistent for some markers of interest such as monocyte chemotactic protein-3 (MCP-3), macrophage inflammatory protein-1 alpha (MIP-1α), fibroblast growth factor-2 (FGF-2), vascular endothelial growth factor (VEGF), fractalkine, and transforming growth factor-alpha (TGF-α). We aimed to investigate the associations between the prediagnostic serum levels of these candidate biomarkers and future multiple myeloma risk, as well as to assess marker changes over time. We performed a nested case-control study using prospective samples from the Janus Serum Bank in Norway to investigate associations between multiple myeloma risk and prediagnostic serum levels of MCP-3, MIP-1α, FGF-2, VEGF, fractalkine, and TGF-α. The study included 293 future multiple myeloma cases with serum samples collected 20 years (median) before multiple myeloma diagnosis and 293 matched cancer-free controls. Patients with multiple myeloma had an additional prediagnostic sample collected up to 42 years before diagnosis to identify marker changes over time. Markers with >60% detection rate (MIP-1α, VEGF, and TGF-α) were included in the statistical analysis. We observed no statistically significant associations between multiple myeloma risk and serum levels of MIP-1α, VEGF, or TGF-α in samples collected 20 years before diagnosis. However, TGF-α levels decreased significantly closer to the diagnosis in patients with multiple myeloma (P < 0.001). The decrease in TGF-α levels may reflect subtle microenvironmental changes related to multiple myeloma progression.

PREVENTION RELEVANCE: This study observed a decline in TGF-α serum levels closer to multiple myeloma diagnosis, which may aid in predicting multiple myeloma progression and early detection, although validation in other longitudinal cohorts is needed.

Place, publisher, year, edition, pages
American Association For Cancer Research (AACR), 2025
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-242235 (URN)10.1158/1940-6207.CAPR-24-0501 (DOI)001521413500004 ()40152768 (PubMedID)2-s2.0-105010211908 (Scopus ID)
Funder
Cancerforskningsfonden i Norrland, AMP 24-1152Umeå University, RV-992925Region Västerbotten, RV-992925Swedish Society of Medicine, SLS-971631BlodcancerförbundetThe Kempe Foundations, JCSMK22-0092Swedish Cancer Society, 22 2206 FkSwedish Society for Medical Research (SSMF), SG-23-0168-B-H02
Available from: 2025-07-18 Created: 2025-07-18 Last updated: 2025-07-18Bibliographically approved
Went, M., Duran-Lozano, L., Halldorsson, G. H., Gunnell, A., Ugidos-Damboriena, N., Law, P., . . . Nilsson, B. (2024). Deciphering the genetics and mechanisms of predisposition to multiple myeloma. Nature Communications, 15(1), Article ID 6644.
Open this publication in new window or tab >>Deciphering the genetics and mechanisms of predisposition to multiple myeloma
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2024 (English)In: Nature Communications, E-ISSN 2041-1723, Vol. 15, no 1, article id 6644Article in journal (Refereed) Published
Abstract [en]

Multiple myeloma (MM) is an incurable malignancy of plasma cells. Epidemiological studies indicate a substantial heritable component, but the underlying mechanisms remain unclear. Here, in a genome-wide association study totaling 10,906 cases and 366,221 controls, we identify 35 MM risk loci, 12 of which are novel. Through functional fine-mapping and Mendelian randomization, we uncover two causal mechanisms for inherited MM risk: longer telomeres; and elevated levels of B-cell maturation antigen (BCMA) and interleukin-5 receptor alpha (IL5RA) in plasma. The largest increase in BCMA and IL5RA levels is mediated by the risk variant rs34562254-A at TNFRSF13B. While individuals with loss-of-function variants in TNFRSF13B develop B-cell immunodeficiency, rs34562254-A exerts a gain-of-function effect, increasing MM risk through amplified B-cell responses. Our results represent an analysis of genetic MM predisposition, highlighting causal mechanisms contributing to MM development.

Place, publisher, year, edition, pages
Springer Nature, 2024
National Category
Medical Genetics and Genomics Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-228486 (URN)10.1038/s41467-024-50932-7 (DOI)001284820100008 ()39103364 (PubMedID)2-s2.0-85200470126 (Scopus ID)
Funder
Swedish Cancer Society, 200696Swedish Research Council, 2017-02023Swedish Research Council, 2018-00424EU, European Research Council, EU-MSCA-COFUND 754299EU, European Research Council, 847583 CanFasterEU, Horizon 2020, 856620
Available from: 2024-08-16 Created: 2024-08-16 Last updated: 2025-04-24Bibliographically approved
Thomsen, H., Chattopadhyay, S., Weinhold, N., Vodicka, P., Vodickova, L., Hoffmann, P., . . . Försti, A. (2024). Haplotype analysis identifies functional elements in monoclonal gammopathy of unknown significance. Blood Cancer Journal, 14(1), Article ID 140.
Open this publication in new window or tab >>Haplotype analysis identifies functional elements in monoclonal gammopathy of unknown significance
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2024 (English)In: Blood Cancer Journal, E-ISSN 2044-5385, Vol. 14, no 1, article id 140Article in journal (Refereed) Published
Abstract [en]

Genome-wide association studies (GWASs) based on common single nucleotide polymorphisms (SNPs) have identified several loci associated with the risk of monoclonal gammopathy of unknown significance (MGUS), a precursor condition for multiple myeloma (MM). We hypothesized that analyzing haplotypes might be more useful than analyzing individual SNPs, as it could identify functional chromosomal units that collectively contribute to MGUS risk. To test this hypothesis, we used data from our previous GWAS on 992 MGUS cases and 2910 controls from three European populations. We identified 23 haplotypes that were associated with the risk of MGUS at the genome-wide significance level (p < 5 × 10−8) and showed consistent results among all three populations. In 10 genomic regions, strong promoter, enhancer and regulatory element-related histone marks and their connections to target genes as well as genome segmentation data supported the importance of these regions in MGUS susceptibility. Several associated haplotypes affected pathways important for MM cell survival such as ubiquitin-proteasome system (RNF186, OTUD3), PI3K/AKT/mTOR (HINT3), innate immunity (SEC14L1, ZBP1), cell death regulation (BID) and NOTCH signaling (RBPJ). These pathways are important current therapeutic targets for MM, which may highlight the advantage of the haplotype approach homing to functional units.

Place, publisher, year, edition, pages
Springer Nature, 2024
National Category
Hematology Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-228905 (URN)10.1038/s41408-024-01121-8 (DOI)001295007500002 ()39164264 (PubMedID)2-s2.0-85201603885 (Scopus ID)
Available from: 2024-09-02 Created: 2024-09-02 Last updated: 2025-02-10Bibliographically approved
Kolijn, P. M., Späth, F., Khouja, M., Hengeveld, P. J., van der Straten, L., Darzentas, N., . . . Langerak, A. W. (2023). Genetic drivers in the natural history of chronic lymphocytic leukemia development as early as 16 years before diagnosis [Letter to the editor]. Blood, 142(16), 1399-1403
Open this publication in new window or tab >>Genetic drivers in the natural history of chronic lymphocytic leukemia development as early as 16 years before diagnosis
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2023 (English)In: Blood, ISSN 0006-4971, E-ISSN 1528-0020, Vol. 142, no 16, p. 1399-1403Article in journal, Letter (Refereed) Published
Place, publisher, year, edition, pages
Elsevier, 2023
National Category
Hematology
Identifiers
urn:nbn:se:umu:diva-213399 (URN)10.1182/blood.2023019609 (DOI)001098039300001 ()37523714 (PubMedID)2-s2.0-85168011461 (Scopus ID)
Funder
Swedish Cancer Society
Available from: 2023-08-31 Created: 2023-08-31 Last updated: 2023-12-20Bibliographically approved
Clay-Gilmour, A., Chattopadhyay, S., Hildebrandt, M. A. T., Thomsen, H., Weinhold, N., Vodicka, P., . . . Hemminki, K. (2022). Genome-wide meta-analysis of monoclonal gammopathy of undetermined significance (MGUS) identifies risk loci impacting IRF-6 [Letter to the editor]. Blood Cancer Journal, 12(4), Article ID 60.
Open this publication in new window or tab >>Genome-wide meta-analysis of monoclonal gammopathy of undetermined significance (MGUS) identifies risk loci impacting IRF-6
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2022 (English)In: Blood Cancer Journal, E-ISSN 2044-5385, Vol. 12, no 4, article id 60Article in journal, Letter (Refereed) Published
Place, publisher, year, edition, pages
Springer Nature, 2022
National Category
Hematology
Identifiers
urn:nbn:se:umu:diva-194331 (URN)10.1038/s41408-022-00658-w (DOI)000783707700002 ()35418122 (PubMedID)2-s2.0-85128121039 (Scopus ID)
Available from: 2022-05-04 Created: 2022-05-04 Last updated: 2023-11-15Bibliographically approved
Wu, W.-Y. Y., Späth, F., Wibom, C., Björkblom, B., Dahlin, A. M. & Melin, B. S. (2022). Pre-diagnostic levels of sVEGFR2, sTNFR2, sIL-2Rα and sIL-6R are associated with glioma risk: A nested case–control study of repeated samples. Cancer Medicine, 11(4), 1016-1025
Open this publication in new window or tab >>Pre-diagnostic levels of sVEGFR2, sTNFR2, sIL-2Rα and sIL-6R are associated with glioma risk: A nested case–control study of repeated samples
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2022 (English)In: Cancer Medicine, E-ISSN 2045-7634, Vol. 11, no 4, p. 1016-1025Article in journal (Refereed) Published
Abstract [en]

No strong aetiological factors have been established for glioma aside from genetic mutations and variants, ionising radiation and an inverse relationship with asthmas and allergies. Our aim was to investigate the association between pre-diagnostic immune protein levels and glioma risk. We conducted a case–control study nested in the Northern Sweden Health and Disease Study cohort. We analysed 133 glioma cases and 133 control subjects matched by age, sex and date of blood donation. ELISA or Luminex bead-based multiplex assays were used to measure plasma levels of 19 proteins. Conditional logistic regression models were used to estimate the odds ratios and 95% CIs. To further model the protein trajectories over time, the linear mixed-effects models were conducted. We found that the levels of sVEGFR2, sTNFR2, sIL-2Rα and sIL-6R were associated with glioma risk. After adjusting for the time between blood sample collection and glioma diagnosis, the odds ratios were 1.72 (95% CI = 1.01–2.93), 1.48 (95% CI = 1.01–2.16) and 1.90 (95% CI = 1.14–3.17) for sTNFR2, sIL-2Rα and sIL-6R, respectively. The trajectory of sVEGFR2 concentrations over time was different between cases and controls (p-value = 0.031), increasing for cases (0.8% per year) and constant for controls. Our findings suggest these proteins play important roles in gliomagenesis.

Place, publisher, year, edition, pages
John Wiley & Sons, 2022
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-191666 (URN)10.1002/cam4.4505 (DOI)000742347600001 ()35029050 (PubMedID)2-s2.0-85122760856 (Scopus ID)
Available from: 2022-01-21 Created: 2022-01-21 Last updated: 2024-01-17Bibliographically approved
Tahiru, W., Izarra Santamaria, A., Hultdin, J., Wu, W.-Y. Y. & Späth, F. (2022). Progression patterns in monoclonal gammopathy of undetermined significance and multiple myeloma outcome: a cohort study in 42 patients. Experimental Hematology & Oncology, 11(1), Article ID 8.
Open this publication in new window or tab >>Progression patterns in monoclonal gammopathy of undetermined significance and multiple myeloma outcome: a cohort study in 42 patients
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2022 (English)In: Experimental Hematology & Oncology, E-ISSN 2162-3619, Vol. 11, no 1, article id 8Article in journal (Refereed) Published
Abstract [en]

Follow-up of low-risk monoclonal gammopathy of undetermined significance (MGUS) is debated as multiple myeloma (MM) progression risk is low. Worse MM outcome was reported for patients followed for low-risk MGUS, possibly due to less optimal follow-up. However, it is unknown whether progressing low-risk MGUS is associated with aggressive tumor behavior. Understanding these patterns is crucial for MGUS management. Here, we investigated whether progression from low-risk MGUS is associated with worse MM outcome in patients who had no MGUS follow-up before myeloma diagnosis. We retrospectively determined the MGUS status in repeated pre-diagnostic blood samples prospectively collected from 42 myeloma patients in median 11.6 years (first sample) and 3.3 years (repeated sample) before myeloma diagnosis. At first pre-diagnostic blood draw, 12 had low-risk (defined by an immunoglobulin [Ig] G monoclonal [M] spike < 15 g/L and a normal free light-chain ratio) and 30 had MGUS of other risk. MM bone disease was more common in patients with low-risk MGUS at first blood draw (67% vs. 30%, P = 0.041). Median survival since myeloma diagnosis was worse in low-risk than other MGUS at first blood draw (2.3 vs. 7.5 years, P = 0.004). Modest progression was observed between first and repeated blood draw for the majority of low-risk MGUS as 67% remained as low- or low-intermediate-risk MGUS at repeated blood draw. Our study, albeit limited by its small size, indicates that progression from low-risk MGUS is associated with worse MM outcome regardless of MGUS follow-up. Although further investigation is needed, progressing low-risk MGUS could belong to a group of aggressive tumors with progression that is difficult to predict.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2022
Keywords
Aggressive myeloma, Low-risk MGUS, MGUS, MGUS follow-up, MGUS progression, Multiple myeloma, Myeloma outcome, NSHDS, Prospective blood samples
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-193007 (URN)10.1186/s40164-022-00259-0 (DOI)000760257900002 ()2-s2.0-85125499283 (Scopus ID)
Funder
Cancerforskningsfonden i Norrland
Available from: 2022-03-14 Created: 2022-03-14 Last updated: 2023-09-05Bibliographically approved
Saberi Hosnijeh, F., Casabonne, D., Nieters, A., Solans, M., Naudin, S., Ferrari, P., . . . Vermeulen, R. (2021). Association between anthropometry and lifestyle factors and risk of B-cell lymphoma: an exposome-wide analysis. International Journal of Cancer, 148(9), 2115-2128
Open this publication in new window or tab >>Association between anthropometry and lifestyle factors and risk of B-cell lymphoma: an exposome-wide analysis
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2021 (English)In: International Journal of Cancer, ISSN 0020-7136, E-ISSN 1097-0215, Vol. 148, no 9, p. 2115-2128Article in journal (Refereed) Published
Abstract [en]

To better understand the role of individual and lifestyle factors in human disease, an exposome-wide association study was performed to investigate within a single-study anthropometry measures and lifestyle factors previously associated with B-cell lymphoma (BCL). Within the European Prospective Investigation into Cancer and nutrition study, 2402 incident BCL cases were diagnosed from 475 426 participants that were followed-up on average 14 years. Standard and penalized Cox regression models as well as principal component analysis (PCA) were used to evaluate 84 exposures in relation to BCL risk. Standard and penalized Cox regression models showed a positive association between anthropometric measures and BCL and multiple myeloma/plasma cell neoplasm (MM). The penalized Cox models additionally showed the association between several exposures from categories of physical activity, smoking status, medical history, socioeconomic position, diet and BCL and/or the subtypes. PCAs confirmed the individual associations but also showed additional observations. The PC5 including anthropometry, was positively associated with BCL, diffuse large B-cell lymphoma (DLBCL) and MM. There was a significant positive association between consumption of sugar and confectionary (PC11) and follicular lymphoma risk, and an inverse association between fish and shellfish and Vitamin D (PC15) and DLBCL risk. The PC1 including features of the Mediterranean diet and diet with lower inflammatory score showed an inverse association with BCL risk, while the PC7, including dairy, was positively associated with BCL and DLBCL risk. Physical activity (PC10) was positively associated with DLBCL risk among women. This study provided informative insights on the etiology of BCL.

Place, publisher, year, edition, pages
John Wiley & Sons, 2021
Keywords
exposome, exposome-wide association study, lifestyle, lymphoma, prospective study
National Category
Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-177097 (URN)10.1002/ijc.33369 (DOI)000588431700001 ()33128820 (PubMedID)2-s2.0-85096636898 (Scopus ID)
Available from: 2020-12-01 Created: 2020-12-01 Last updated: 2023-03-24Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-0711-0830

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