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Alijagic, A., Särndahl, E., Kotlyar, O., Karlsson, P., Duberg, D., Scherbak, N., . . . Hyötyläinen, T. (2025). Nanoplastics drive toxicity under co-exposure with perfluorooctanesulfonic acid in human intestinal cells. Environmental Chemistry Letters
Open this publication in new window or tab >>Nanoplastics drive toxicity under co-exposure with perfluorooctanesulfonic acid in human intestinal cells
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2025 (English)In: Environmental Chemistry Letters, ISSN 1610-3653, E-ISSN 1610-3661Article in journal (Refereed) Epub ahead of print
Abstract [en]

Per- and polyfluoroalkyl substances and nanoplastics frequently co-occur in environmental matrices, yet the effects of co-exposure on cellular responses upon ingestion are poorly understood. Here, we exposed human intestinal Caco-2 cells to perfluorooctanesulfonic acid, nanoplastics, and their combination. Cell painting-based phenomics was used to map phenotypic alterations across subcellular structures, and untargeted metabolomics using ultra-high-performance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry was employed to assess metabolic changes. Results show that perfluorooctanesulfonic acid predominantly affected the actin cytoskeleton, Golgi apparatus, and plasma membrane, while nanoplastics primarily targeted mitochondria. Combined exposure disrupted the endoplasmic reticulum, RNA, and mitochondria. Perfluorooctanesulfonic acid reduced levels of carnitines, free fatty acids, nucleotides, and sugars, whereas nanoplastics inhibited ceramides, triglycerides, sphingomyelins, and additional free fatty acids. Combined exposure produced a metabolic profile resembling that of nanoplastics, with specific differences attributed to perfluorooctanesulfonic acid. Overall, nanoplastics appear as the main drivers of the co-exposure effects.

Place, publisher, year, edition, pages
Springer, 2025
Keywords
Metabolomics, Phenomics, Cell painting, Human intestinal cell line, Perfluorooctanesulfonic acid, Novel exposure biomarkers
National Category
Environmental Sciences
Identifiers
urn:nbn:se:oru:diva-120959 (URN)10.1007/s10311-025-01847-2 (DOI)001479534200001 ()2-s2.0-105003882258 (Scopus ID)
Funder
Örebro UniversityKnowledge Foundation, 20160019; 20220122; 20230020; 20220086Swedish Research Council, 2022–06725
Note

Open access funding provided by Örebro University. This work was supported by the Swedish Knowledge Foundation [Grants No. 20160019; 20220122, 20230020, 20220086]. We acknowledge scientific support from the Exploring Inflammation in Health and Disease (X‐HiDE) Consortium, which is a strategic research profile at Örebro University funded by the Knowledge Foundation [Grant No. 20200017]. The computations/data handling were partially enabled by resources provided by the National Academic Infrastructure for Supercomputing in Sweden (NAISS), partially funded by the Swedish Research Council [Grant No. 2022–06725, projects NAISS 2024/5–692, and NAISS 2024/6–423].

Available from: 2025-05-09 Created: 2025-05-09 Last updated: 2025-05-09Bibliographically approved
Alijagic, A., Sinisalu, L., Duberg, D., Kotlyar, O., Scherbak, N., Engwall, M., . . . Hyötyläinen, T. (2024). Metabolic and phenotypic changes induced by PFAS exposure in two human hepatocyte cell models. Environment International, 190, Article ID 108820.
Open this publication in new window or tab >>Metabolic and phenotypic changes induced by PFAS exposure in two human hepatocyte cell models
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2024 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 190, article id 108820Article in journal (Refereed) Published
Abstract [en]

PFAS are ubiquitous industrial chemicals with known adverse health effects, particularly on the liver. The liver, being a vital metabolic organ, is susceptible to PFAS-induced metabolic dysregulation, leading to conditions such as hepatotoxicity and metabolic disturbances. In this study, we investigated the phenotypic and metabolic responses of PFAS exposure using two hepatocyte models, HepG2 (male cell line) and HepaRG (female cell line), aiming to define phenotypic alterations, and metabolic disturbances at the metabolite and pathway levels. The PFAS mixture composition was selected based on epidemiological data, covering a broad concentration spectrum observed in diverse human populations. Phenotypic profiling by Cell Painting assay disclosed predominant effects of PFAS exposure on mitochondrial structure and function in both cell models as well as effects on F-actin, Golgi apparatus, and plasma membrane-associated measures. We employed comprehensive metabolic characterization using liquid chromatography combined with high-resolution mass spectrometry (LC-HRMS). We observed dose-dependent changes in the metabolic profiles, particularly in lipid, steroid, amino acid and sugar and carbohydrate metabolism in both cells as well as in cell media, with HepaRG cell line showing a stronger metabolic response. In cells, most of the bile acids, acylcarnitines and free fatty acids showed downregulation, while medium-chain fatty acids and carnosine were upregulated, while the cell media showed different response especially in relation to the bile acids in HepaRG cell media. Importantly, we observed also nonmonotonic response for several phenotypic features and metabolites. On the pathway level, PFAS exposure was also associated with pathways indicating oxidative stress and inflammatory responses. Taken together, our findings on PFAS-induced phenotypic and metabolic disruptions in hepatocytes shed light on potential mechanisms contributing to the broader comprehension of PFAS-related health risks.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Bile acids, Cell Painting, HepG2, HepaRG, Lipidomics, Metabolomics, PFAS
National Category
Cell Biology
Identifiers
urn:nbn:se:oru:diva-114390 (URN)10.1016/j.envint.2024.108820 (DOI)001333743400001 ()38906088 (PubMedID)2-s2.0-85196525679 (Scopus ID)
Funder
Swedish Research Council, 2020-03674; 2016-05176Swedish Research Council Formas, 2019-00869Novo Nordisk Foundation, NNF20OC0063971; NNF21OC0070309EU, Horizon Europe, 101136259Knowledge Foundation, 20160019; 20190107; 20220122
Note

This study was supported by the Swedish Research Council (grants no. and 2020-03674 and 2016-05176 to T.H and M.O) , Formas (grant no. 2019-00869 to T.H and M.O) , Novo Nordisk Foundation (Grants no. NNF20OC0063971 and NNF21OC0070309 to T.H. and M.O.) , and by the "Investigation of endocrine-disrupting chemicals as contributors to progression of metabolic dysfunction-associated steatotic liver disease" (EDC-MASLD) consortium funded by the Horizon Europe Program of the European Union under Grant Agreement 101136259 (to MO and TH) . The study was also partially supported by grants from the Swedish Knowledge Foundation (Grants. no. 20160019; 20190107; 20220122) .

Available from: 2024-06-25 Created: 2024-06-25 Last updated: 2024-10-24Bibliographically 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
Titaley, I. A., Delgado Trine, L. S., Wang, T., Duberg, D., Davis, E. L., Engwall, M., . . . Larsson, M. (2022). Extensive chemical and bioassay analysis of polycyclic aromatic compounds in a creosote-contaminated superfund soil following steam enhanced extraction. Environmental Pollution, 312, Article ID 120014.
Open this publication in new window or tab >>Extensive chemical and bioassay analysis of polycyclic aromatic compounds in a creosote-contaminated superfund soil following steam enhanced extraction
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2022 (English)In: Environmental Pollution, ISSN 0269-7491, E-ISSN 1873-6424, Vol. 312, article id 120014Article in journal (Refereed) Published
Abstract [en]

Polycyclic aromatic compounds (PACs) are organic compounds commonly found in contaminated soil. Previous studies have shown the removal of polycyclic aromatic hydrocarbons (PAHs) in creosote-contaminated soils during steam enhanced extraction (SEE). However, less is known about the removal of alkyl-PAHs and heterocyclic compounds, such as azaarenes, and oxygen- and sulfur-heterocyclic PACs (OPACs and PASHs, respectively). Further, the impact of SEE on the freely dissolved concentration of PACs in soil as well as the soil bioactivity pre- and post-SEE have yet to be addressed. To fulfil these research gaps, chemical and bioanalytical analysis of a creosote-contaminated soil, collected from a U.S. Superfund site, pre- and post-SEE were performed. The decrease of 64 PACs (5-100%) and increase in the concentrations of nine oxygenated-PAHs (OPAHs) (150%) during SEE, some of which are known to be toxic and can potentially contaminate ground water, were observed. The freely dissolved concentrations of PACs in soil were assed using polyoxymethylene (POM) strips and the concentrations of 66 PACs decreased post-SEE (1-100%). Three in vitro reporter gene bioassays (DR-CALUX®, ERα-CALUX® and anti-AR CALUX®) were used to measure soil bioactivities pre- and post-SEE and all reporter gene bioassays measured soil bioactivity decreases post-SEE. Mass defect suspect screening tentatively identified 27 unique isomers of azaarenes and OPAC in the soil. As a remediation technique, SEE was found to remove alkyl-PAHs and heterocyclic PACs, reduce the concentrations of freely dissolved PACs, and decrease soil bioactivities.

Place, publisher, year, edition, pages
Springer, 2022
Keywords
Androgen receptor, Aryl hydrocarbon receptor, Estrogen receptor, Mass defect, Polycyclic aromatic compounds, Remediation
National Category
Environmental Sciences
Identifiers
urn:nbn:se:oru:diva-100843 (URN)10.1016/j.envpol.2022.120014 (DOI)000864603800001 ()36007793 (PubMedID)2-s2.0-85137297127 (Scopus ID)
Funder
Knowledge Foundation, 20160019Swedish Research Council Formas, 2019-01166
Note

Funding agencies:

United States Department of Health & Human Services

National Institutes of Health (NIH) - USA

NIH National Institute of Environmental Health Sciences (NIEHS) P42ES016465 P30ES030287  

NIEHS Training Fellowship T32 Grant ES007060

NIEHS KC Donnelly Externship Supplement 3 P42 Grant ES016465- 0852

Available from: 2022-08-26 Created: 2022-08-26 Last updated: 2024-12-19Bibliographically 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
Lamichhane, S., Siljander, H., Duberg, D., Honkanen, J., Virtanen, S. M., Oresic, M., . . . Hyötyläinen, T. (2021). Exposure to per- and polyfluoroalkyl substances associates with an altered lipid composition of breast milk. Environment International, 157, Article ID 106855.
Open this publication in new window or tab >>Exposure to per- and polyfluoroalkyl substances associates with an altered lipid composition of breast milk
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2021 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 157, article id 106855Article in journal (Refereed) Published
Abstract [en]

The composition of human breast milk is highly variable inter- and intra-individually. Environmental factors are suspected to contribute to such compositional variation, however, their impact on breast milk composition is currently poorly understood. We sought to (1) define the impact of maternal exposure to per- and polyfluoroalkyl substances (PFAS) on lipid composition of human breast milk, and (2) to study the combined impact of maternal PFAS exposure and breast milk lipid composition on the growth of the infants.In a mother-infant study (n = 44) we measured the levels of PFAS and lipids in maternal serum and conducted lipidomics analysis of breast milk collect 2-4 days after the delivery and at 3 months of infant age, by using ultra high performance liquid chromatography combined with quadrupole-time-of-flight mass spectrometry. Gastrointestinal biomarkers fecal calprotectin and human beta defensin 2 were measured in the stool samples at the age of 3, 6, 9, and 12 months. Maternal diet was studied by a validated food frequency questionnaire. PFAS levels were inversely associated with total lipid levels in the breast milk collected after the delivery. In the high exposure group, the ratio of acylated saturated and polyunsaturated fatty acids in triacylglycerols was increased. Moreover, high exposure to PFAS associated with the altered phospholipid composition, which was indicative of unfavorable increase in the size of milk fat globules. These changes in the milk lipid composition were further associated with slower infant growth and with elevated intestinal inflammatory markers. Our data suggest that the maternal exposure to PFAS impacts the nutritional quality of the breast milk, which, in turn, may have detrimental impact on the health and growth of the children later in life.

Place, publisher, year, edition, pages
Elsevier, 2021
Keywords
Human breast milk, Infant growth, Intestinal inflammatory markers, Lipidomics
National Category
Occupational Health and Environmental Health
Identifiers
urn:nbn:se:oru:diva-94246 (URN)10.1016/j.envint.2021.106855 (DOI)000704052800003 ()34500360 (PubMedID)2-s2.0-85114353975 (Scopus ID)
Funder
Swedish Research Council, 2016-05176European CommissionSwedish Research Council Formas, 2019-00869Novo Nordisk, NNF20OC0063971
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 2012-17 250114

Academy of Finland postdoctoral grant 323171

Medical Research Fund, Tampere University Hospital

Medical Research Fund, Helsinki University Hospital

Available from: 2021-09-10 Created: 2021-09-10 Last updated: 2024-12-19Bibliographically approved
Hyötyläinen, T., Bodin, J., Duberg, D., Dirven, H., Nygaard, U. C. & Oresic, M. (2021). Lipidomic Analyses Reveal Modulation of Lipid Metabolism by the PFAS Perfluoroundecanoic Acid (PFUnDA) in Non-Obese Diabetic Mice. Frontiers in Genetics, 12, Article ID 721507.
Open this publication in new window or tab >>Lipidomic Analyses Reveal Modulation of Lipid Metabolism by the PFAS Perfluoroundecanoic Acid (PFUnDA) in Non-Obese Diabetic Mice
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2021 (English)In: Frontiers in Genetics, E-ISSN 1664-8021, Vol. 12, article id 721507Article in journal (Refereed) Published
Abstract [en]

Exposure to Per- and polyfluoroalkyl substances (PFAS) has been linked to multiple undesirable health outcomes across a full lifespan, both in animal models as well as in human epidemiological studies. Immunosuppressive effects of PFAS have been reported, including increased risk of infections and suppressed vaccination responses in early childhood, as well as association with immunotoxicity and diabetes. On a mechanistic level, PFAS exposure has been linked with metabolic disturbances, particularly in lipid metabolism, but the underlying mechanisms are poorly characterized. Herein we explore lipidomic signatures of prenatal and early-life exposure to perfluoroundecanoic acid (PFUnDA) in non-obese diabetic (NOD) mice; an experimental model of autoimmune diabetes. Female NOD mice were exposed to four levels of PFUnDA in drinking water at mating, during gestation and lactation, and during the first weeks of life of female offspring. At offspring age of 11-12 weeks, insulitis and immunological endpoints were assessed, and serum samples were collected for comprehensive lipidomic analyses. We investigated the associations between exposure, lipidomic profile, insulitis grade, number of macrophages and apoptotic, active-caspase-3-positive cells in pancreatic islets. Dose-dependent changes in lipidomic profiles in mice exposed to PFUnDA were observed, with most profound changes seen at the highest exposure levels. Overall, PFUnDA exposure caused downregulation of phospholipids and triacylglycerols containing polyunsaturated fatty acids. Our results show that PFUnDA exposure in NOD mice alters lipid metabolism and is associated with pancreatic insulitis grade. Moreover, the results are in line with those reported in human studies, thus suggesting NOD mice as a suitable model to study the impacts of environmental chemicals on T1D.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2021
Keywords
NOD mice, PFUnDA, exposure, lipidomics, type 1 diabetes
National Category
Occupational Health and Environmental Health
Identifiers
urn:nbn:se:oru:diva-95056 (URN)10.3389/fgene.2021.721507 (DOI)000717296400001 ()34646301 (PubMedID)2-s2.0-85116891337 (Scopus ID)
Funder
Swedish Research Council, 2016-05176 020-03,674Swedish Research Council Formas, 2019-00869Academy of Finland, 333981The Research Council of Norway, 213060
Note

Funding agency:

Norwegian Institute of Public Health

Available from: 2021-10-18 Created: 2021-10-18 Last updated: 2024-12-19Bibliographically approved
Lanzon, B., Martin-Taboada, M., Castro Alves, V., Vila-Bedmar, R., González de Pablos, I., Duberg, D., . . . Medina-Gomez, G. (2021). Lipidomic and Metabolomic Signature of Progression of Chronic Kidney Disease in Patients with Severe Obesity. Metabolites, 11(12), Article ID 836.
Open this publication in new window or tab >>Lipidomic and Metabolomic Signature of Progression of Chronic Kidney Disease in Patients with Severe Obesity
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2021 (English)In: Metabolites, E-ISSN 2218-1989, Vol. 11, no 12, article id 836Article in journal (Refereed) Published
Abstract [en]

Severe obesity is a major risk for chronic kidney disease (CKD). Early detection and careful monitoring of renal function are critical for the prevention of CKD during obesity, since biopsies are not performed in patients with CKD and diagnosis is dependent on the assessment of clinical parameters. To explore whether distinct lipid and metabolic signatures in obesity may signify early stages of pathogenesis toward CKD, liquid chromatography-mass spectrometry (LC-MS) and gas chromatography-high resolution accurate mass-mass spectrometry (GC-HRAM-MS) analyses were performed in the serum and the urine of severely obese patients with and without CKD. Moreover, the impact of bariatric surgery (BS) in lipid and metabolic signature was also studied, through LC-MS and GC-HRAM-MS analyses in the serum and urine of patients with severe obesity and CKD before and after undergoing BS. Regarding patients with severe obesity and CKD compared to severely obese patients without CKD, serum lipidome analysis revealed significant differences in lipid signature. Furthermore, serum metabolomics profile revealed significant changes in specific amino acids, with isoleucine and tyrosine, increased in CKD patients compared with patients without CKD. LC-MS and GC-HRAM-MS analysis in serum of patients with severe obesity and CKD after BS showed downregulation of levels of triglycerides (TGs) and diglycerides (DGs) as well as a decrease in branched-chain amino acid (BCAA), lysine, threonine, proline, and serine. In addition, BS removed most of the correlations in CKD patients against biochemical parameters related to kidney dysfunction. Concerning urine analysis, hippuric acid, valine and glutamine were significantly decreased in urine from CKD patients after surgery. Interestingly, bariatric surgery did not restore all the lipid species, some of them decreased, hence drawing attention to them as potential targets for early diagnosis or therapeutic intervention. Results obtained in this study would justify the use of comprehensive mass spectrometry-based lipidomics to measure other lipids aside from conventional lipid profiles and to validate possible early markers of risk of CKD in patients with severe obesity.

Place, publisher, year, edition, pages
MDPI, 2021
Keywords
CKD, bariatric surgery, lipidomics, metabolomics, severe obesity
National Category
Surgery
Identifiers
urn:nbn:se:oru:diva-96289 (URN)10.3390/metabo11120836 (DOI)000735975300001 ()34940593 (PubMedID)2-s2.0-85121600441 (Scopus ID)
Note

Funding agencies:

Spanish Government BFU2016-78951-R BFU2017-90578-REDT  

PID2020-116875RB-I00 MICINN RTI2018-095166-B-I00

Comunidad de Madrid B2017/BMD-3684

European Association for the Study of Diabetes (EASD)

Available from: 2022-01-07 Created: 2022-01-07 Last updated: 2024-12-19Bibliographically approved
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ORCID iD: ORCID iD iconorcid.org/0009-0005-8916-9316

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