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Bengtsson, Christine
Publications (10 of 15) Show all publications
Sayadi, A., Sandling, J. K., Eloranta, M.-L., ImmunoArray Development Consortium, ., DISSECT Consortium, ., Jönsen, A., . . . Rönnblom, L. (2025). Rare and common single nucleotide variants in childhood-onset systemic lupus erythematosus. Lupus Science and Medicine, 12(1), Article ID e001436.
Open this publication in new window or tab >>Rare and common single nucleotide variants in childhood-onset systemic lupus erythematosus
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2025 (English)In: Lupus Science and Medicine, E-ISSN 2053-8790, Vol. 12, no 1, article id e001436Article in journal (Refereed) Published
Abstract [en]

Background SLE is a systemic autoimmune disease with a large number of common risk gene variants, but several rare gene variants can cause monogenic SLE. The relationship between common and rare variants in SLE is unclear. We therefore investigated the occurrence of rare deleterious variants in patients with childhood-onset SLE (cSLE) and adult-onset SLE (aSLE) and compared the frequency of these variants with their individual SLE polygenic risk score (PRS). Materials and methods Targeted sequencing of 1832 gene regions, including coding regions of 31 genes associated with monogenic SLE, was performed in 958 patients with SLE and 1026 healthy individuals. A total of 116 patients with SLE had disease onset before the age of 18 (cSLE). An SLE common variant PRS was created from 37 SLE genome-wide association study single nucleotide variants (SNVs). Results Rare coding deleterious SNVs (RD SNVs) were observed in 23 of the monogenic SLE-associated genes. Six per cent of patients with cSLE, compared with 3.2% of controls and 4.6% of patients with aSLE, carried rare deleterious alleles. In cSLE, RD SNVs were observed in the C1S, DDX58, IFIH1, IKZF1, RNASEH2A and C8A genes. A PRS analysis showed that patients with cSLE with any of these gene variants had a similar average PRS as control individuals. Conclusion RD SNVs were observed in a small proportion of cSLE and carriers of these RD SNVs had a PRS similar to healthy individuals, suggesting the importance of rare coding heterozygous variants in driving disease risk in a subset of children with SLE.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2025
National Category
Rheumatology Autoimmunity and Inflammation
Identifiers
urn:nbn:se:umu:diva-247933 (URN)10.1136/lupus-2024-001436 (DOI)2-s2.0-105024798888 (Scopus ID)
Funder
Swedish Research CouncilSwedish Rheumatism AssociationStiftelsen Konung Gustaf V:s 80-årsfond
Available from: 2026-01-08 Created: 2026-01-08 Last updated: 2026-01-08Bibliographically approved
Wahlin, B., Braune, A., Jönsson, E., Wållberg-Jonsson, S. & Bengtsson, C. (2024). Beneficial effects of hydroxychloroquine on blood lipids and glycated haemoglobin: a randomised interventional study in patients with rheumatoid arthritis and systemic lupus erythematosus. PLOS ONE, 19(10), Article ID e0312546.
Open this publication in new window or tab >>Beneficial effects of hydroxychloroquine on blood lipids and glycated haemoglobin: a randomised interventional study in patients with rheumatoid arthritis and systemic lupus erythematosus
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2024 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 19, no 10, article id e0312546Article in journal (Refereed) Published
Abstract [en]

Introduction: Hydroxychloroquine (HCQ) exerts a large reduction of cardiovascular risk in patients with inflammatory diseases, but the mechanisms are not fully known. The aim of this study was to study potential mechanisms for this.

Methods: This interventional study (EudraCT 2014-005418-45) in 30 patients (23 with rheumatoid arthritis, 7 with systemic lupus erythematosus) investigates the effects of HCQ on cardiovascular risk factors and arterial stiffness in patients with inflammatory disease. Blood lipids, blood pressure, blood glucose, glycated haemoglobin (HbA1c) and arterial stiffness was assessed at initiation, after four weeks of treatment and after eight weeks of treatment with 200 mg HCQ daily.

Results: After four weeks of treatment with HCQ, total cholesterol had decreased from 5.4 mmol/L to 5.1 mmol/L (p<0.001), low-density lipoproteins from 3,0 mmol/L to 2.7 mmol/L (p<0.001) and apolipoprotein B from 0.96 g/L to 0.90 g/L (p<0.01). Those levels remained unchanged after eight weeks of treatment with HCQ. Levels of triglycerides, high-density lipoproteins and apolipoprotein A1 remained unchanged during the study. HbA1c decreased in most patients, especially in patients with high levels at start of HCQ, but increased HbA1c was seen in patients with low levels at start of treatment with HCQ. No significant effect was seen on blood pressure or any measure of arterial stiffness.

Conclusion: This study does not identify the mechanisms of cardiovascular risk reduction from HCQ. Arterial stiffness is not affected by HCQ. The impact of HCQ on HbA1c and blood lipids is rapid, but of modest magnitude, and these effects do not fully explain the reduced risk of cardiovascular disease seen in observational studies. The mechanisms of cardiovascular risk reduction from HCQ are yet not completely known.

Place, publisher, year, edition, pages
Public Library of Science (PLoS), 2024
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-231636 (URN)10.1371/journal.pone.0312546 (DOI)001344593100053 ()39466791 (PubMedID)2-s2.0-85208082222 (Scopus ID)
Available from: 2024-11-20 Created: 2024-11-20 Last updated: 2025-04-24Bibliographically approved
Sandling, J. K., Pucholt, P., Rosenberg, L. H., Farias, F. H. G., Kozyrev, S. V., Eloranta, M.-L., . . . Rönnblom, L. (2021). Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing. Annals of the Rheumatic Diseases, 80(1), 109-117
Open this publication in new window or tab >>Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing
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2021 (English)In: Annals of the Rheumatic Diseases, ISSN 0003-4967, E-ISSN 1468-2060, Vol. 80, no 1, p. 109-117Article in journal (Refereed) Published
Abstract [en]

Objectives: Systemic lupus erythematosus (SLE) is an autoimmune disease with extensive heterogeneity in disease presentation between patients, which is likely due to an underlying molecular diversity. Here, we aimed at elucidating the genetic aetiology of SLE from the immunity pathway level to the single variant level, and stratify patients with SLE into distinguishable molecular subgroups, which could inform treatment choices in SLE.

Methods: We undertook a pathway-centred approach, using sequencing of immunological pathway genes. Altogether 1832 candidate genes were analysed in 958 Swedish patients with SLE and 1026 healthy individuals. Aggregate and single variant association testing was performed, and we generated pathway polygenic risk scores (PRS).

Results: We identified two main independent pathways involved in SLE susceptibility: T lymphocyte differentiation and innate immunity, characterised by HLA and interferon, respectively. Pathway PRS defined pathways in individual patients, who on average were positive for seven pathways. We found that SLE organ damage was more pronounced in patients positive for the T or B cell receptor signalling pathways. Further, pathway PRS-based clustering allowed stratification of patients into four groups with different risk score profiles. Studying sets of genes with priors for involvement in SLE, we observed an aggregate common variant contribution to SLE at genes previously reported for monogenic SLE as well as at interferonopathy genes.

Conclusions: Our results show that pathway risk scores have the potential to stratify patients with SLE beyond clinical manifestations into molecular subsets, which may have implications for clinical follow-up and therapy selection.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2021
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-180252 (URN)10.1136/annrheumdis-2020-218636 (DOI)000607296800028 ()33037003 (PubMedID)2-s2.0-85096404005 (Scopus ID)
Funder
AstraZenecaSwedish Research Council, 2018-02399Swedish Research Council, 2018-02535Swedish Rheumatism AssociationStiftelsen Konung Gustaf V:s 80-årsfondSwedish Heart Lung FoundationWallenberg FoundationsSwedish Research CouncilKnut and Alice Wallenberg Foundation
Available from: 2021-02-19 Created: 2021-02-19 Last updated: 2025-02-18Bibliographically approved
Reid, S., Alexsson, A., Frodlund, M., Morris, D., Sandling, J. K., Bolin, K., . . . Leonard, D. (2020). High genetic risk score is associated with early disease onset, damage accrual and decreased survival in systemic lupus erythematosus. Annals of the Rheumatic Diseases, 79(3), 363-369
Open this publication in new window or tab >>High genetic risk score is associated with early disease onset, damage accrual and decreased survival in systemic lupus erythematosus
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2020 (English)In: Annals of the Rheumatic Diseases, ISSN 0003-4967, E-ISSN 1468-2060, Vol. 79, no 3, p. 363-369Article in journal (Refereed) Published
Abstract [en]

Objectives To investigate associations between a high genetic disease risk and disease severity in patients with systemic lupus erythematosus (SLE).

Methods Patients with SLE (n=1001, discovery cohort and n=5524, replication cohort) and healthy controls (n=2802 and n=9859) were genotyped using a 200K Immunochip single nucleotide polymorphism array. A genetic risk score (GRS) was assigned to each individual based on 57 SLE risk loci.

Results SLE was more prevalent in the high, compared with the low, GRS-quartile (OR 12.32 (9.53 to 15.71), p=7.9x10(-86) and OR 7.48 (6.73 to 8.32), p=2.2x10(-304) for the discovery and the replication cohorts, respectively). In the discovery cohort, patients in the high GRS-quartile had a 6-year earlier mean disease onset (HR 1.47 (1.22 to 1.75), p=4.3x10(-5)), displayed higher prevalence of damage accrual (OR 1.47 (1.06 to 2.04), p=2.0x10(-2)), renal disorder (OR 2.22 (1.50 to 3.27), p=5.9x10(-5)), anti-dsDNA (OR 1.83 (1.19 to 2.81), p=6.1x10(-3)), end-stage renal disease (ESRD) (OR 5.58 (1.50 to 20.79), p=1.0x10(-2)), proliferative nephritis (OR 2.42 (1.30 to 4.49), p=5.1x10(-3)), anti-cardiolipin-IgG (OR 1.89 (1.13 to 3.18), p=1.6x10(-2)), anti-beta 2-glycoprotein-I-IgG (OR 2.29 (1.29 to 4.06), p=4.8x10(-3)) and positive lupus anticoagulant test (OR 2.12 (1.16 to 3.89), p=1.5x10(-2)) compared with patients in the low GRS-quartile. Survival analysis showed earlier onset of the first organ damage (HR 1.51 (1.04 to 2.25), p=3.7x10(-2)), first cardiovascular event (HR 1.65 (1.03 to 2.64), p=2.6x10(-2)), nephritis (HR 2.53 (1.72 to 3.71), p=9.6x10(-7)), ESRD (HR 6.78 (1.78 to 26.86), p=6.5x10(-3)) and decreased overall survival (HR 1.83 (1.02 to 3.30), p=4.3x10(-2)) in high to low quartile comparison.

Conclusions A high GRS is associated with increased risk of organ damage, renal dysfunction and all-cause mortality. Our results indicate that genetic profiling may be useful for predicting outcomes in patients with SLE.

Place, publisher, year, edition, pages
BMJ PUBLISHING GROUP, 2020
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-169376 (URN)10.1136/annrheumdis-2019-216227 (DOI)000519264600019 ()31826855 (PubMedID)2-s2.0-85076699223 (Scopus ID)
Available from: 2020-04-06 Created: 2020-04-06 Last updated: 2025-02-18Bibliographically approved
Södergren, A., Karp, K., Bengtsson, C., Möller, B., Rantapää-Dahlqvist, S. & Wållberg-Jonsson, S. (2019). Biomarkers associated with cardiovascular disease in patients with early rheumatoid arthritis. PLOS ONE, 14(8), Article ID e0220531.
Open this publication in new window or tab >>Biomarkers associated with cardiovascular disease in patients with early rheumatoid arthritis
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2019 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 14, no 8, article id e0220531Article in journal (Refereed) Published
Abstract [en]

Objectives: Patients with rheumatoid arthritis (RA) have an increased mortality and morbidity due to cardiovascular disease (CVD). In this prospective 5-year follow up of patients with RA, we analysed several biomarkers, known to be associated with atherosclerosis and/or inflammation in the general population. The aim of this study was to find out whether the RA-disease per se affect these biomarkers and if those could be associated with the progression of atherosclerosis, as measured by intima media thickness (IMT) among patients with early RA.

Methods: Patients from northern Sweden diagnosed with early RA, are consecutively recruited into an ongoing prospective study on CVD comorbidity. A subgroup of patients, aged ≤60 years (n = 71) was included for ultrasound measurements of IMT at inclusion (T0) and after 5 years (T5) together with age-sex-matched controls (n = 40). The patients were clinically assessed. Blood was analysed for lipids, ESR and CRP and several biomarkers known to be associated with atherosclerosis in the general population.

Results: At T0, the patients with RA had significantly lower levels of MIF and significantly higher levels of interleukin (IL)-18 and MIC-1 compared with controls. At T5, the patients with RA had significantly higher levels of pentraxin3, MIC-1, TNF-R2, ICAM-1, VCAM-1 and endostatin compared with controls. At T0 the levels of MPO correlated with DAS28, sCD40L with CRP and IL-18 with systolic blood pressure and Reynolds risk score. Using PLSR on a CVD-panel analysed with multiplex immunoassay, the patients with RA could be correctly classified into those who had a worsening in their IMT over the five years or not. Here, MMP3 was identified as influential.

Conclusions: This study indicates that the RA disease itself could affect several of the biomarkers in this study, and possibly also the processes involved in the development of atherosclerosis.

Place, publisher, year, edition, pages
Public Library of Science, 2019
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-164650 (URN)10.1371/journal.pone.0220531 (DOI)000484993600022 ()31381601 (PubMedID)2-s2.0-85070281863 (Scopus ID)
Available from: 2019-10-25 Created: 2019-10-25 Last updated: 2025-02-18Bibliographically approved
Ramírez Sepúlveda, J. I., Bolin, K., Mofors, J., Leonard, D., Svenungsson, E., Jönsen, A., . . . Wahren-Herlenius, M. (2019). Sex differences in clinical presentation of systemic lupus erythematosus. Biology of sex differences, 10(1), Article ID 60.
Open this publication in new window or tab >>Sex differences in clinical presentation of systemic lupus erythematosus
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2019 (English)In: Biology of sex differences, ISSN 2042-6410, Vol. 10, no 1, article id 60Article in journal (Refereed) Published
Abstract [en]

OBJECTIVE: Systemic lupus erythematosus (SLE) predominantly affects women, but previous studies suggest that men with SLE present a more severe disease phenotype. In this study, we investigated a large and well-characterized patient group with the aim of identifying sex differences in disease manifestations, with a special focus on renal involvement.

METHODS: We studied a Swedish multi-center SLE cohort including 1226 patients (1060 women and 166 men) with a mean follow-up time of 15.8 ± 13.4 years. Demographic data, disease manifestations including ACR criteria, serology and renal histopathology were investigated. Renal outcome and mortality were analyzed in subcohorts.

RESULTS: Female SLE patients presented more often with malar rash (p < 0.0001), photosensitivity (p < 0.0001), oral ulcers (p = 0.01), and arthritis (p = 0.007). Male patients on the other hand presented more often with serositis (p = 0.0003), renal disorder (p < 0.0001), and immunologic disorder (p = 0.04) by the ACR definitions. With regard to renal involvement, women were diagnosed with nephritis at an earlier age (p = 0.006), while men with SLE had an overall higher risk for progression into end-stage renal disease (ESRD) with a hazard ratio (HR) of 5.1 (95% CI, 2.1-12.5). The mortality rate among men with SLE and nephritis compared with women was HR 1.7 (95% CI, 0.8-3.8).

CONCLUSION: SLE shows significant sex-specific features, whereby men are affected by a more severe disease with regard to both renal and extra-renal manifestations. Additionally, men are at a higher risk of developing ESRD which may require an increased awareness and monitoring in clinical practice.

Place, publisher, year, edition, pages
BMC, 2019
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-168674 (URN)10.1186/s13293-019-0274-2 (DOI)000512713400002 ()31843005 (PubMedID)2-s2.0-85076675256 (Scopus ID)
Available from: 2020-03-05 Created: 2020-03-05 Last updated: 2025-02-18Bibliographically approved
Sandling, J. K., Rosenberg, L. H., Farias, F. H., Alexsson, A., Leonard, D., Kozyrev, S., . . . Ronnblom, L. (2019). Targeted next-generation sequencing suggests novel risk loci in juvenile onset systemic lupus erythematosus. Paper presented at 52nd Conference of the European-Society-of-Human-Genetics (ESHG), JUN 15-18, 2019, Gothenburg, SWEDEN. European Journal of Human Genetics, 27, 1372-1373
Open this publication in new window or tab >>Targeted next-generation sequencing suggests novel risk loci in juvenile onset systemic lupus erythematosus
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2019 (English)In: European Journal of Human Genetics, ISSN 1018-4813, E-ISSN 1476-5438, Vol. 27, p. 1372-1373Article in journal, Meeting abstract (Other academic) Published
National Category
Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-165688 (URN)000489313902189 ()
Conference
52nd Conference of the European-Society-of-Human-Genetics (ESHG), JUN 15-18, 2019, Gothenburg, SWEDEN
Available from: 2019-12-06 Created: 2019-12-06 Last updated: 2025-02-10Bibliographically approved
Leonard, D., Svenungsson, E., Dahlqvist, J., Alexsson, A., Ärlestig, L., Taylor, K. E., . . . Rönnblom, L. (2018). Novel gene variants associated with cardiovascular disease in systemic lupus erythematosus and rheumatoid arthritis. Annals of the Rheumatic Diseases, 77(7), 1063-1069
Open this publication in new window or tab >>Novel gene variants associated with cardiovascular disease in systemic lupus erythematosus and rheumatoid arthritis
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2018 (English)In: Annals of the Rheumatic Diseases, ISSN 0003-4967, E-ISSN 1468-2060, Vol. 77, no 7, p. 1063-1069Article in journal (Refereed) Published
Abstract [en]

Objectives Patients with systemic lupus erythematosus (SLE) and rheumatoid arthritis (RA) have increased risk of cardiovascular disease (CVD). We investigated whether single nucleotide polymorphisms (SNPs) at autoimmunity risk loci were associated with CVD in SLE and RA.

Methods Patients with SLE (n=1045) were genotyped using the 200K Immunochip SNP array (Illumina). The allele frequency was compared between patients with and without different manifestations of CVD. Results were replicated in a second SLE cohort (n=1043) and in an RA cohort (n=824). We analysed publicly available genetic data from general population, performed electrophoretic mobility shift assays and measured cytokine levels and occurrence of antiphospholipid antibodies (aPLs).

Results We identified two new putative risk loci associated with increased risk for CVD in two SLE populations, which remained after adjustment for traditional CVD risk factors. An IL19 risk allele, rs17581834(T) was associated with stroke/myocardial infarction (MI) in SLE (OR 2.3 (1.5 to 3.4), P=8.5x10(-5)) and RA (OR 2.8 (1.4 to 5.6), P=3.8x10(-3)), meta-analysis (OR 2.5 (2.0 to 2.9), P=3.5x10(-7)), but not in population controls. The IL19 risk allele affected protein binding, and SLE patients with the risk allele had increased levels of plasma-IL10 (P=0.004) and aPL (P=0.01). An SRP54-AS1 risk allele, rs799454(G) was associated with stroke/transient ischaemic attack in SLE (OR 1.7 (1.3 to 2.2), P=2.5x10(-5)) but not in RA. The SRP54-AS1 risk allele is an expression quantitative trait locus for four genes.

Conclusions The IL19 risk allele was associated with stroke/MI in SLE and RA, but not in the general population, indicating that shared immune pathways may be involved in the CVD pathogenesis in inflammatory rheumatic diseases.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2018
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-150481 (URN)10.1136/annrheumdis-2017-212614 (DOI)000438037000029 ()29514802 (PubMedID)2-s2.0-85051852146 (Scopus ID)
Available from: 2018-08-13 Created: 2018-08-13 Last updated: 2025-02-18Bibliographically approved
Reid, S., Alexsson, A., Frodlund, M., Sandling, J. K., Svenungsson, E., Jönsen, A., . . . Leonard, D. (2017). High Genetic Risk Score Is Associated with Increased Organ Damage in SLE. Paper presented at 2017 ACR/ARHP Annual Meeting, San Diego, CA, November 3–8, 2017. Arthritis & Rheumatology, 69
Open this publication in new window or tab >>High Genetic Risk Score Is Associated with Increased Organ Damage in SLE
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2017 (English)In: Arthritis & Rheumatology, ISSN 2326-5191, E-ISSN 2326-5205, Vol. 69Article in journal, Meeting abstract (Other academic) Published
Abstract [en]

Background/Purpose: Systemic lupus erythematosus (SLE) is a chronic, autoimmune disease with a complex genetic etiology. Over 80 risk genes for SLE have been identified and some genetic variants have demonstrated association with specific disease manifestations, such as STAT4 and nephritis. The overall effect of a patient’s hereditary risk factors on disease severity has so far not been studied. We therefore assessed the relationship between high genetic risk and development of organ damage in SLE.

Methods: Patients with SLE, who met at least 4 ACR criteria (n = 1012), were genotyped using a 200K Immunochip SNP Array (Illumina). A genetic risk score (GRS) was assigned to each patient based on the single nucleotide polymorphisms (SNPs) which in previous studies have shown association (p<5×10-8) with SLE according to Morris, et al (Nat Genet, 2016. 48(8): p. 940-6). For 32 loci the SLE GWAS SNP was available on the ImmunoChip. For each SNP, the natural logarithm of the odds ratio (OR) for SLE susceptibility was multiplied by the number of risk alleles in each individual. The sum of all products for each patient was defined as the GRS. Information regarding organ damage according to Systemic Lupus International Collaborating Clinics / American College of Rheumatology Damage Index (SLICC-DI), disease manifestations, antibody profile, medication, current disease activity, age at diagnosis and sex was retrieved from medical records. Statistical analyzes were performed using Statistica 13.2 (Statsoft).

Results: In an ordinal regression model, with SLICC-DI (0, 1, 2, 3, 4 and >4 points) as outcome and age and GRS as independent variables, an association was found between GRS and SLICC-DI (OR1.16 (1.03-1.31), p=0.015). The relationship was more pronounced for patients under 60 years of age (OR1.30 (1.11-1.52) p=7.1×10-4). Using a linear regression model, a negative relationship was observed between GRS and age at diagnosis (β = -0.13, p=1.5×10-5).When analyzing the 11 SLE criteria (ACR-82) using a logistic regression model associations were observed between GRS and nephritis (OR 1.26 (1.09-1.45), p=0.0015), the immunological criteria (OR 1.31 (1.13-1.51), p = 3.2×10-4) and arthritis (OR 0.84 (0.71-1.00), p=0.044). A high GRS was also associated with presence of anti-dsDNA (OR 1.37 (1.15-1.62), p=9.4×10-7) and low complement levels (OR 1.32 (1.03-1.68), p=0.044). No association was observed between GRS and disease activity at the time of follow-up and there was no difference in GRS between men and women with SLE.

Conclusion: In patients with SLE, there is an association between a high genetic risk score and early disease onset. In addition, patients with high genetic risk scores have a higher risk of developing permanent organ damage compared to individuals with fewer risk genes. Our findings indicate that genetic profiling of patients with SLE may provide a tool for predicting severity of the disease.

Place, publisher, year, edition, pages
John Wiley & Sons, 2017
Keywords
Genetic Biomarkers, SLE and outcome measures
National Category
Clinical Medicine
Identifiers
urn:nbn:se:umu:diva-141831 (URN)10.1002/art.40321 (DOI)000411824103162 ()
Conference
2017 ACR/ARHP Annual Meeting, San Diego, CA, November 3–8, 2017
Note

Supplement: 10

Meeting Abstract: 1638

Available from: 2017-11-24 Created: 2017-11-24 Last updated: 2025-02-18Bibliographically approved
Almlöf, J. C., Alexsson, A., Imgenberg-Kreuz, J., Sylwan, L., Backlin, C., Leonard, D., . . . Syvanen, A.-C. (2017). Novel risk genes for systemic lupus erythematosus predicted by random forest classification. Scientific Reports, 7, Article ID 6236.
Open this publication in new window or tab >>Novel risk genes for systemic lupus erythematosus predicted by random forest classification
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2017 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 7, article id 6236Article in journal (Refereed) Published
Abstract [en]

Genome-wide association studies have identified risk loci for SLE, but a large proportion of the genetic contribution to SLE still remains unexplained. To detect novel risk genes, and to predict an individual's SLE risk we designed a random forest classifier using SNP genotype data generated on the "Immunochip" from 1,160 patients with SLE and 2,711 controls. Using gene importance scores defined by the random forest classifier, we identified 15 potential novel risk genes for SLE. Of them 12 are associated with other autoimmune diseases than SLE, whereas three genes (ZNF804A, CDK1, and MANF) have not previously been associated with autoimmunity. Random forest classification also allowed prediction of patients at risk for lupus nephritis with an area under the curve of 0.94. By allele-specific gene expression analysis we detected cis-regulatory SNPs that affect the expression levels of six of the top 40 genes designed by the random forest analysis, indicating a regulatory role for the identified risk variants. The 40 top genes from the prediction were overrepresented for differential expression in B and T cells according to RNA-sequencing of samples from five healthy donors, with more frequent over-expression in B cells compared to T cells.

Place, publisher, year, edition, pages
NATURE PUBLISHING GROUP, 2017
National Category
Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-138601 (URN)10.1038/s41598-017-06516-1 (DOI)000406260100040 ()28740209 (PubMedID)2-s2.0-85025823732 (Scopus ID)
Available from: 2017-09-08 Created: 2017-09-08 Last updated: 2025-02-10Bibliographically approved
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