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Sinioja, Tim
Publications (8 of 8) Show all publications
Fan, Y., Støving, R. K., Berreira Ibraim, S., Hyötyläinen, T., Thirion, F., Arora, T., . . . Pedersen, O. (2023). The gut microbiota contributes to the pathogenesis of anorexia nervosa in humans and mice. Nature Microbiology, 8(5), 787-802
Open this publication in new window or tab >>The gut microbiota contributes to the pathogenesis of anorexia nervosa in humans and mice
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2023 (English)In: Nature Microbiology, E-ISSN 2058-5276, Vol. 8, no 5, p. 787-802Article in journal (Refereed) Published
Abstract [en]

Anorexia nervosa (AN) is an eating disorder with a high mortality. About 95% of cases are women and it has a population prevalence of about 1%, but evidence-based treatment is lacking. The pathogenesis of AN probably involves genetics and various environmental factors, and an altered gut microbiota has been observed in individuals with AN using amplicon sequencing and relatively small cohorts. Here we investigated whether a disrupted gut microbiota contributes to AN pathogenesis. Shotgun metagenomics and metabolomics were performed on faecal and serum samples, respectively, from a cohort of 77 females with AN and 70 healthy females. Multiple bacterial taxa (for example, Clostridium species) were altered in AN and correlated with estimates of eating behaviour and mental health. The gut virome was also altered in AN including a reduction in viral-bacterial interactions. Bacterial functional modules associated with the degradation of neurotransmitters were enriched in AN and various structural variants in bacteria were linked to metabolic features of AN. Serum metabolomics revealed an increase in metabolites associated with reduced food intake (for example, indole-3-propionic acid). Causal inference analyses implied that serum bacterial metabolites are potentially mediating the impact of an altered gut microbiota on AN behaviour. Further, we performed faecal microbiota transplantation from AN cases to germ-free mice under energy-restricted feeding to mirror AN eating behaviour. We found that the reduced weight gain and induced hypothalamic and adipose tissue gene expression were related to aberrant energy metabolism and eating behaviour. Our 'omics' and mechanistic studies imply that a disruptive gut microbiome may contribute to AN pathogenesis.

Place, publisher, year, edition, pages
Nature Publishing Group, 2023
National Category
Nutrition and Dietetics
Identifiers
urn:nbn:se:oru:diva-105579 (URN)10.1038/s41564-023-01355-5 (DOI)000974287100005 ()37069399 (PubMedID)2-s2.0-85153050793 (Scopus ID)
Funder
Novo Nordisk Foundation
Note

Funding agencies:

Marie Sklodowska-Curie Individual Fellowship 797267

Odense University Hospital Research Fund     R15-A800

Available from: 2023-04-18 Created: 2023-04-18 Last updated: 2025-02-11Bibliographically approved
Sinioja, T., Bodin, J., Duberg, D., Dirven, H., Berntsen, H. F., Zimmer, K., . . . Hyötyläinen, T. (2022). Exposure to persistent organic pollutants alters the serum metabolome in non-obese diabetic mice. Metabolomics, 18(11), Article ID 87.
Open this publication in new window or tab >>Exposure to persistent organic pollutants alters the serum metabolome in non-obese diabetic mice
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2022 (English)In: Metabolomics, ISSN 1573-3882, E-ISSN 1573-3890, Vol. 18, no 11, article id 87Article in journal (Refereed) Published
Abstract [en]

INTRODUCTION: Autoimmune disorders such as type 1 diabetes (T1D) are believed to be caused by the interplay between several genetic and environmental factors. Elucidation of the role of environmental factors in metabolic and immune dysfunction leading to autoimmune disease is not yet well characterized.

OBJECTIVES: Here we investigated the impact of exposure to a mixture of persistent organic pollutants (POPs) on the metabolome in non-obese diabetic (NOD) mice, an experimental model of T1D. The mixture contained organochlorides, organobromides, and per- and polyfluoroalkyl substances (PFAS).

METHODS: Analysis of molecular lipids (lipidomics) and bile acids in serum samples was performed by UPLC-Q-TOF/MS, while polar metabolites were analyzed by GC-Q-TOF/MS.

RESULTS: Experimental exposure to the POP mixture in these mice led to several metabolic changes, which were similar to those previously reported as associated with PFAS exposure, as well as risk of T1D in human studies. This included an increase in the levels of sugar derivatives, triacylglycerols and lithocholic acid, and a decrease in long chain fatty acids and several lipid classes, including phosphatidylcholines, lysophosphatidylcholines and sphingomyelins.

CONCLUSION: Taken together, our study demonstrates that exposure to POPs results in an altered metabolic signature previously associated with autoimmunity.

Place, publisher, year, edition, pages
Springer-Verlag New York, 2022
Keywords
Environmental exposure, Exposomics, Metabolomics, Perfluorinated alkyl substances, Persistent organic pollutants, Type 1 diabetes
National Category
Endocrinology and Diabetes Occupational Health and Environmental Health
Identifiers
urn:nbn:se:oru:diva-102149 (URN)10.1007/s11306-022-01945-0 (DOI)000878648700001 ()36329300 (PubMedID)2-s2.0-85141244490 (Scopus ID)
Funder
Swedish Research Council, 2016-05176 2020-03674Swedish Research Council Formas, 2019-00869Academy of Finland, 333981
Note

Funding agencies:

Research Council of Norway European Commission 213060  

Norwegian Institute of Public Health

Available from: 2022-11-10 Created: 2022-11-10 Last updated: 2024-12-19Bibliographically approved
Lützhøft, D. O., Sinioja, T., Christoffersen, B. Ø., Jakobsen, R. R., Geng, D., Ahmad, H. F., . . . Hansen, A. K. (2022). Marked gut microbiota dysbiosis and increased imidazole propionate are associated with a NASH Göttingen Minipig model. BMC Microbiology, 22(1), Article ID 287.
Open this publication in new window or tab >>Marked gut microbiota dysbiosis and increased imidazole propionate are associated with a NASH Göttingen Minipig model
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2022 (English)In: BMC Microbiology, E-ISSN 1471-2180, Vol. 22, no 1, article id 287Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Gut microbiota dysbiosis is associated with the development of non-alcoholic steatohepatitis (NASH) through modulation of gut barrier, inflammation, lipid metabolism, bile acid signaling and short-chain fatty acid production. The aim of this study was to describe the impact of a choline-deficient amino acid defined high fat diet (CDAHFD) on the gut microbiota in a male Göttingen Minipig model and on selected pathways implicated in the development of NASH.

RESULTS: Eight weeks of CDAHFD resulted in a significantly altered colon microbiota mainly driven by the bacterial families Lachnospiraceae and Enterobacteriaceae, being decreased and increased in relative abundance, respectively. Metabolomics analysis revealed that CDAHFD decreased colon content of short-chain fatty acid and increased colonic pH. In addition, serum levels of the microbially produced metabolite imidazole propionate were significantly elevated as a consequence of CDAHFD feeding. Hepatic gene expression analysis showed upregulation of mechanistic target of rapamycin (mTOR) and Ras Homolog, MTORC1 binding in addition to downregulation of insulin receptor substrate 1, insulin receptor substrate 2 and the glucagon receptor in CDAHFD fed minipigs. Further, the consequences of CDAHFD feeding were associated with increased levels of circulating cholesterol, bile acids, and glucagon but not total amino acids.

CONCLUSIONS: Our results indicate imidazole propionate as a new potentially relevant factor in relation to NASH and discuss the possible implication of gut microbiota dysbiosis in the development of NASH. In addition, the study emphasizes the need for considering the gut microbiota and its products when developing translational animal models for NASH.

Place, publisher, year, edition, pages
BioMed Central (BMC), 2022
Keywords
Bile acids, Hyperglucagonemia, Imidazole propionate, SCFA, colon microbiota, pH
National Category
Gastroenterology and Hepatology
Identifiers
urn:nbn:se:oru:diva-102529 (URN)10.1186/s12866-022-02704-w (DOI)000912822200002 ()36456963 (PubMedID)2-s2.0-85143185171 (Scopus ID)
Funder
Novo Nordisk
Note

Funding agencies:

Ellegaard Goettingen Minipig

LIFEPHARM center

Available from: 2022-12-05 Created: 2022-12-05 Last updated: 2025-02-11Bibliographically approved
Sen, P., Govaere, O., Sinioja, T., McGlinchey, A. J., Geng, D., Ratziu, V., . . . Oresic, M. (2022). Quantitative modeling of human liver reveals dysregulation of glycosphingolipid pathways in nonalcoholic fatty liver disease. iScience, 25(9), Article ID 104949.
Open this publication in new window or tab >>Quantitative modeling of human liver reveals dysregulation of glycosphingolipid pathways in nonalcoholic fatty liver disease
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2022 (English)In: iScience, E-ISSN 2589-0042 , Vol. 25, no 9, article id 104949Article in journal (Refereed) Published
Abstract [en]

Nonalcoholic fatty liver disease (NAFLD) is an increasingly prevalent disease that is associated with multiple metabolic disturbances, yet the metabolic pathways underlying its progression are poorly understood. Here, we studied metabolic pathways of the human liver across the full histological spectrum of NAFLD. We analyzed whole liver tissue transcriptomics and serum metabolomics data obtained from a large, prospectively enrolled cohort of 206 histologically characterized patients derived from the European NAFLD Registry and developed genome-scale metabolic models (GEMs) of human hepatocytes at different stages of NAFLD. We identified several metabolic signatures in the liver and blood of these patients, specifically highlighting the alteration of vitamins (A, E) and glycosphingolipids, and their link with complex glycosaminoglycans in advanced fibrosis. Furthermore, we derived GEMs and identified metabolic signatures of three common NAFLD-associated gene variants (PNPLA3, TM6SF2, and HSD17B13). The study demonstrates dysregulated liver metabolic pathways which may contribute to the progression of NAFLD.

Place, publisher, year, edition, pages
Cell Press, 2022
Keywords
Health sciences, Metabolomics, Omics, Systems biology
National Category
Gastroenterology and Hepatology
Identifiers
urn:nbn:se:oru:diva-101123 (URN)10.1016/j.isci.2022.104949 (DOI)000861134500001 ()36065182 (PubMedID)2-s2.0-85136475793 (Scopus ID)
Funder
European CommissionNovo Nordisk, NNF20OC0063971Academy of Finland
Note

Funding agencies:

EPOS (Elucidating Pathways of Steatohepatitis) - Horizon 2020 Framework Program of the European Union 634413

Innovative Medicines Initiative 2 Joint Undertaking 777377

EFPIA

UK Research & Innovation (UKRI)

Medical Research Council UK (MRC)

  

Available from: 2022-09-07 Created: 2022-09-07 Last updated: 2025-02-11Bibliographically approved
Thomas, I., Dickens, A. M., Posti, J. P., Czeiter, E., Duberg, D., Sinioja, T., . . . Oresic, M. (2022). Serum metabolome associated with severity of acute traumatic brain injury. Nature Communications, 13(1), Article ID 2545.
Open this publication in new window or tab >>Serum metabolome associated with severity of acute traumatic brain injury
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2022 (English)In: Nature Communications, E-ISSN 2041-1723, Vol. 13, no 1, article id 2545Article in journal (Refereed) Published
Abstract [en]

Complex metabolic disruption is a crucial aspect of the pathophysiology of traumatic brain injury (TBI). Associations between this and systemic metabolism and their potential prognostic value are poorly understood. Here, we aimed to describe the serum metabolome (including lipidome) associated with acute TBI within 24 h post-injury, and its relationship to severity of injury and patient outcome. We performed a comprehensive metabolomics study in a cohort of 716 patients with TBI and non-TBI reference patients (orthopedic, internal medicine, and other neurological patients) from the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) cohort. We identified panels of metabolites specifically associated with TBI severity and patient outcomes. Choline phospholipids (lysophosphatidylcholines, ether phosphatidylcholines and sphingomyelins) were inversely associated with TBI severity and were among the strongest predictors of TBI patient outcomes, which was further confirmed in a separate validation dataset of 558 patients. The observed metabolic patterns may reflect different pathophysiological mechanisms, including protective changes of systemic lipid metabolism aiming to maintain lipid homeostasis in the brain.

Place, publisher, year, edition, pages
Nature Publishing Group, 2022
National Category
Neurosciences
Identifiers
urn:nbn:se:oru:diva-98979 (URN)10.1038/s41467-022-30227-5 (DOI)000793456800026 ()35538079 (PubMedID)2-s2.0-85130005214 (Scopus ID)
Funder
European Commission, 602150Swedish Research Council, 2018-02629Academy of Finland, 17379
Note

Funding agencies:

OneMind (US)

Hannelore Kohl Foundation (DE)

NeuroTrauma Sciences (US)

Integra Neurosciences

Government's Special Financial Transfer tied to academic research in Health Sciences, Finland 11129

Maire Taponen Foundation

Available from: 2022-05-12 Created: 2022-05-12 Last updated: 2024-12-19Bibliographically approved
Sen, P., Govaere, O., Sinioja, T., McGlinchey, A. J., Geng, D., Ratziu, V., . . . Oresic, M. (2021). Genome-scale metabolic modeling of human hepatocytes reveals dysregulation of glycosphingolipid pathways in progressive non-alcoholic fatty liver disease. Paper presented at The International Liver Congress, (Digital congress), June 23–26, 2021. Journal of Hepatology, 75(Suppl. 2), S256-S256
Open this publication in new window or tab >>Genome-scale metabolic modeling of human hepatocytes reveals dysregulation of glycosphingolipid pathways in progressive non-alcoholic fatty liver disease
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2021 (English)In: Journal of Hepatology, ISSN 0168-8278, E-ISSN 1600-0641, Vol. 75, no Suppl. 2, p. S256-S256Article in journal, Meeting abstract (Other academic) Published
Abstract [en]

Background and aims: Non-alcoholic fatty liver disease (NAFLD) is a spectrum of chronic liver diseases intertwined with the metabolic disorders. The prevalence of NAFLD is rapidly increasing worldwide, while the pathologyand the underlying mechanism driving NAFLD is not fully understood. In NAFLD, a series of metabolic changes takes place in the liver. However, the alteration of the metabolic pathways in the human liver along the progression of NAFLD,i.e., transition from non-alcoholic steatosis (NAFL) to steatohepatitis (NASH) through cirrhosis remains to be discovered. Here, we sought to examine the metabolic pathways of the human liver across the full histological spectrum of NAFLD.

Method: We analyzed the whole liver tissue transcriptomic (RNA-Seq)1 and serum metabolomics data obtained from a large cohort of histologically characterized patients derived from the European NAFLD Registry (n = 206), and developed genome-scale metabolic models (GEMs) of human hepatocytes at different stages of NAFLD. The integrative approach employed in this study has enabled us to understand the regulation of the metabolic pathways of human liver in NAFL, and with progressive NASH-associated fibrosis (F0-F4).

Results: Our study identified several metabolic signatures in the liver and blood of these patients, specifically highlighting the alteration of vitamins (A, E) and glycosphingolipids, and their link with complex glycosaminoglycans in advanced fibrosis. Furthermore, by applying genome-scale metabolic modeling, we were able to identify the metabolic differences among carriers of widely validated genetic variants associated with NAFLD/NASH disease severity in three genes (PNPLA3,TM6SF2andHSD17B13).

Conclusion: The study provides insights into the underlying pathways of the progressive-fibrosing steatohepatitis. Of note, there is a marked dysregulation of the glycosphingolipid metabolism in the liver of the patients with advanced fibrosis.

Place, publisher, year, edition, pages
Elsevier, 2021
National Category
Gastroenterology and Hepatology
Identifiers
urn:nbn:se:oru:diva-93394 (URN)000667753800100 ()
Conference
The International Liver Congress, (Digital congress), June 23–26, 2021
Available from: 2021-08-05 Created: 2021-08-05 Last updated: 2025-02-11Bibliographically approved
Schlezinger, J. J., Hyötyläinen, T., Sinioja, T., Boston, C., Puckett, H., Oliver, J., . . . Webster, T. F. (2021). Perfluorooctanoic acid induces liver and serum dyslipidemia in humanized PPAR α mice fed an American diet. Toxicology and Applied Pharmacology, 426, Article ID 115644.
Open this publication in new window or tab >>Perfluorooctanoic acid induces liver and serum dyslipidemia in humanized PPAR α mice fed an American diet
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2021 (English)In: Toxicology and Applied Pharmacology, ISSN 0041-008X, E-ISSN 1096-0333, Vol. 426, article id 115644Article in journal (Refereed) Published
Abstract [en]

Per- and polyfluoroalkyl substances (PFAS) are pervasive in the environment resulting in nearly universal detection in people. Human serum PFAS concentrations are strongly associated with increased serum low-density lipoprotein cholesterol (LDL-C), and growing evidence suggests an association with serum triacylglycerides (TG). Here, we tested the hypothesis that perfluorooctanoic acid (PFOA) dysregulates liver and serum triacylglycerides in human peroxisome proliferator activated receptor α (hPPARα)-expressing mice fed an American diet. Mice were exposed to PFOA (3.5 mg/L) in drinking water for 6 weeks resulting in a serum concentration of 48 ± 9 μg/ml. In male and female hPPARα mice, PFOA increased total liver TG and TG substituted with saturated and monounsaturated fatty acids. Lack of expression of PPARα alone also increased total liver TG, and PFOA treatment had little effect on liver TG in PPARα null mice. In hPPARα mice, PFOA neither significantly increased nor decreased serum TG; however, there was a modest increase in TG associated with very low-density cholesterol particles in both sexes. Intriguingly, in female PPARα null mice, PFOA significantly increased serum TG, with a similar trend in males. PFOA also modified fatty acid and TG homeostasis-related gene expression in liver, in a hPPARα-dependent manner, but not in adipose. The results of our study and others reveal the importance of context (serum concentration and genotype) in determining the effect of PFOA on lipid homeostasis.

Place, publisher, year, edition, pages
Academic Press, 2021
Keywords
Lipid homeostasis, Perfluorooctanoic acid, Peroxisome proliferator activated receptor α, Triacylglyceride
National Category
Environmental Sciences
Identifiers
urn:nbn:se:oru:diva-93497 (URN)10.1016/j.taap.2021.115644 (DOI)000681701200005 ()34252412 (PubMedID)2-s2.0-85110266269 (Scopus ID)
Funder
Swedish Research Council, 201605176Swedish Research Council Formas, 2019-00869Novo Nordisk, 0063971
Note

Funding agencies:

National Institute of Environmental Health Sciences Superfund Research Program P42 ES007381

United States Department of Health & Human Services

National Institutes of Health (NIH) - USA

NIH National Institute of Environmental Health Sciences (NIEHS) R01 ES027813 

T32 ES01456

Available from: 2021-08-10 Created: 2021-08-10 Last updated: 2021-08-23Bibliographically approved
McGlinchey, A. J., Sinioja, T., Lamichhane, S., Sen, P., Bodin, J., Siljander, H., . . . Hyötyläinen, T. (2020). Prenatal exposure to perfluoroalkyl substances modulates neonatal serum phospholipids, increasing risk of type 1 diabetes. Environment International, 143, Article ID 105935.
Open this publication in new window or tab >>Prenatal exposure to perfluoroalkyl substances modulates neonatal serum phospholipids, increasing risk of type 1 diabetes
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2020 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 143, article id 105935Article in journal (Refereed) Published
Abstract [en]

In the last decade, increasing incidence of type 1 diabetes (T1D) stabilized in Finland, a phenomenon that coincides with tighter regulation of perfluoroalkyl substances (PFAS). Here, we quantified PFAS to examine their effects, during pregnancy, on lipid and immune-related markers of T1D risk in children. In a mother-infant cohort (264 dyads), high PFAS exposure during pregnancy associated with decreased cord serum phospholipids and progression to T1D-associated islet autoantibodies in the offspring. This PFAS-lipid association appears exacerbated by increased human leukocyte antigen-conferred risk of T1D in infants. Exposure to a single PFAS compound or a mixture of organic pollutants in non-obese diabetic mice resulted in a lipid profile characterized by a similar decrease in phospholipids, a marked increase of lithocholic acid, and accelerated insulitis. Our findings suggest that PFAS exposure during pregnancy contributes to risk and pathogenesis of T1D in offspring.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
Bile acids, Lipidomics, Mass spectrometry, PFAS, Type 1 diabetes
National Category
Occupational Health and Environmental Health
Identifiers
urn:nbn:se:oru:diva-84459 (URN)10.1016/j.envint.2020.105935 (DOI)000602318000009 ()32634666 (PubMedID)2-s2.0-85087364238 (Scopus ID)
Funder
Swedish Research Council, 2016-05176Swedish Research Council Formas, 2019-00869Academy of Finland, 292568Novo Nordisk, NNF190C0057418Knowledge Foundation
Note

Funding Agencies:

United States Department of Health & Human Services

National Institutes of Health (NIH) - USA

NIH National Institute of Diabetes & Digestive & Kidney Diseases (NIDDK)1DP3DK094338-01

Academy of Finland Centre of Excellence in Molecular Systems Immunology and Physiology Research 250114

Academy of Finland postdoctoral grant 323171

Medical Research Funds, Tampere University Hospital 

Juvenile Diabetes Research Foundation 2-SRA-2016-341-S-B 2-SRA-2016-289-S-B

Medical Research Funds, Helsinki University Hospital 

Available from: 2020-07-08 Created: 2020-07-08 Last updated: 2024-12-19Bibliographically approved
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