Anna Gorlova, Raymond Cespuglio, Angelika Schmitt-Böhrer, Alexey Deykin, Allan V Kalueff, Ksenia Lebedeva, Andrey Nedorubov, Gabriela Ortega Shulte, Evgeniy Svirin, Aleksey Lyundup, Klaus-Peter Lesch, Tatyana Strekalova
Background/Objectives: Reduced serotonin transporter (SERT) function is associated with increased vulnerability to emotional and metabolic dysregulation, particularly in elderly women. Most preclinical studies relied on young male rodents with complete Sert deficiency; the Western diet (WD) acerbates these abnormalities. However, complete Sert loss does not fully reflect the human condition of partial SERT dysfunction. Here, we examined the effects of WD in aged female Sert+/- mice on metabolic, biochemical, molecular, and behavioral outcomes. Methods: Wild-type (WT) and Sert+/- mice were fed WD or a control diet. Emotionality, cognition, glucose tolerance (GT), plasma 1HNMR spectroscopy metabolome and biochemical parameters were studied. Gene expression analyses of nitric oxide (NO)-related markers were performed in the hypothalamus, dorsal raphe, and liver. Results: WD-exposed WT mice showed impaired GT and reduced plasma lactate and branched-chain amino acid levels; metabolome changes were more pronounced in mutants, while GT was unchanged. Naïve Sert+/- mice exhibited lower lactate and alanine levels compared with WT controls. WD increased leptin and cholesterol levels in both genotypes, whereas triglyceride concentrations were reduced in Sert+/- mice. Both WD and Sert deficiency increased Nos expression, while arginase expression was differentially regulated by genotype and diet. Malondialdehyde levels were elevated in the prefrontal cortex of Sert+/- mice regardless diet. WD also impaired object recognition memory and induced anxiety- and depression-like behaviors, with more pronounced effects in Sert+/- mice, except marble test behavior. Conclusions: Partial Sert deficiency aggravates some but not all WD-induced metabolic alterations, enhances oxidative stress, dysregulates arginine-NO signaling, and modifies behavior, highlighting the translational relevance of Sert+/- mice for modeling SERT dysfunction.
{"title":"Partial Serotonin Transporter Deficiency Modulates Plasma Metabolome, Arginine-Nitric Oxide Pathway and Emotional Behavior in Mice Exposed to Western Diet.","authors":"Anna Gorlova, Raymond Cespuglio, Angelika Schmitt-Böhrer, Alexey Deykin, Allan V Kalueff, Ksenia Lebedeva, Andrey Nedorubov, Gabriela Ortega Shulte, Evgeniy Svirin, Aleksey Lyundup, Klaus-Peter Lesch, Tatyana Strekalova","doi":"10.3390/metabo16020117","DOIUrl":"10.3390/metabo16020117","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Reduced serotonin transporter (SERT) function is associated with increased vulnerability to emotional and metabolic dysregulation, particularly in elderly women. Most preclinical studies relied on young male rodents with complete <i>Sert</i> deficiency; the Western diet (WD) acerbates these abnormalities. However, complete <i>Sert</i> loss does not fully reflect the human condition of partial SERT dysfunction. Here, we examined the effects of WD in aged female Sert<sup>+/-</sup> mice on metabolic, biochemical, molecular, and behavioral outcomes. <b>Methods:</b> Wild-type (WT) and Sert<sup>+/-</sup> mice were fed WD or a control diet. Emotionality, cognition, glucose tolerance (GT), plasma <sup>1</sup>HNMR spectroscopy metabolome and biochemical parameters were studied. Gene expression analyses of nitric oxide (NO)-related markers were performed in the hypothalamus, dorsal raphe, and liver. <b>Results:</b> WD-exposed WT mice showed impaired GT and reduced plasma lactate and branched-chain amino acid levels; metabolome changes were more pronounced in mutants, while GT was unchanged. Naïve Sert<sup>+/-</sup> mice exhibited lower lactate and alanine levels compared with WT controls. WD increased leptin and cholesterol levels in both genotypes, whereas triglyceride concentrations were reduced in Sert<sup>+/-</sup> mice. Both WD and <i>Sert</i> deficiency increased <i>Nos</i> expression, while arginase expression was differentially regulated by genotype and diet. Malondialdehyde levels were elevated in the prefrontal cortex of Sert<sup>+/-</sup> mice regardless diet. WD also impaired object recognition memory and induced anxiety- and depression-like behaviors, with more pronounced effects in Sert<sup>+/-</sup> mice, except marble test behavior. <b>Conclusions:</b> Partial <i>Sert</i> deficiency aggravates some but not all WD-induced metabolic alterations, enhances oxidative stress, dysregulates arginine-NO signaling, and modifies behavior, highlighting the translational relevance of Sert<sup>+/-</sup> mice for modeling SERT dysfunction.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942229/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shelley A Curry, Melanie R White, Micah S Most, Pablo C Grijalva, Rachel L Gibbs, Eileen S Marks-Nelson, Ty B Schmidt, Dustin T Yates
Background/Objectives: Chronic heat stress impairs lipid mobilization from adipocytes, which reduces substrate availability for muscle metabolism. Systemic inflammation is a key facilitative response to heat stress, and we sought to determine if mitigating inflammation in heat-stressed wether lambs would improve lipid flux. Methods: Two cohorts of commercial feedlot lambs were heat stressed for 30 days. In study 1, heat-stressed lambs received dexamethasone injections every 3 days, fish oil capsules twice daily, or no intervention. In study 2, heat-stressed lambs received daily boluses of ω-3 polyunsaturated fatty acid Ca2+ salts (ω-3 PUFA) or no intervention. Results: In both studies, heat stress reduced ex vivo epinephrine-stimulated free fatty acid and glycerol mobilization from visceral adipose tissue. These deficits were partially resolved by fish oil and fully resolved by ω-3 PUFA. In study 1, fish oil recovered heat stress-induced deficits in circulating triglycerides and HDL-cholesterol but not in circulating free fatty acids. Fish oil and dexamethasone resolved the increase in muscle PPARα, indicating less lipid utilization for metabolism. In study 2, ω-3 PUFA resolved heat stress-induced deficits in muscle CD36 and PPARγ, indicating improved lipid uptake capacity. However, interventions did not resolve reduced intramuscular lipid content in either study. Conclusions: We conclude that inflammation was a primary facilitator of impaired lipid mobilization in heat-stressed lambs but was not the sole driver of lipid dysregulation. Nevertheless, targeting inflammation was a beneficial strategy for improving lipid flux during chronic heat stress.
{"title":"Targeting Inflammation with Dietary ω-3 Polyunsaturated Fatty Acids Improved Lipid Mobilization and Flux in Heat-Stressed Wether Lambs.","authors":"Shelley A Curry, Melanie R White, Micah S Most, Pablo C Grijalva, Rachel L Gibbs, Eileen S Marks-Nelson, Ty B Schmidt, Dustin T Yates","doi":"10.3390/metabo16020118","DOIUrl":"10.3390/metabo16020118","url":null,"abstract":"<p><p><b>Background/Objectives:</b> Chronic heat stress impairs lipid mobilization from adipocytes, which reduces substrate availability for muscle metabolism. Systemic inflammation is a key facilitative response to heat stress, and we sought to determine if mitigating inflammation in heat-stressed wether lambs would improve lipid flux. <b>Methods:</b> Two cohorts of commercial feedlot lambs were heat stressed for 30 days. In study 1, heat-stressed lambs received dexamethasone injections every 3 days, fish oil capsules twice daily, or no intervention. In study 2, heat-stressed lambs received daily boluses of ω-3 polyunsaturated fatty acid Ca<sup>2+</sup> salts (ω-3 PUFA) or no intervention. <b>Results:</b> In both studies, heat stress reduced <i>ex vivo</i> epinephrine-stimulated free fatty acid and glycerol mobilization from visceral adipose tissue. These deficits were partially resolved by fish oil and fully resolved by ω-3 PUFA. In study 1, fish oil recovered heat stress-induced deficits in circulating triglycerides and HDL-cholesterol but not in circulating free fatty acids. Fish oil and dexamethasone resolved the increase in muscle PPARα, indicating less lipid utilization for metabolism. In study 2, ω-3 PUFA resolved heat stress-induced deficits in muscle CD36 and PPARγ, indicating improved lipid uptake capacity. However, interventions did not resolve reduced intramuscular lipid content in either study. <b>Conclusions:</b> We conclude that inflammation was a primary facilitator of impaired lipid mobilization in heat-stressed lambs but was not the sole driver of lipid dysregulation. Nevertheless, targeting inflammation was a beneficial strategy for improving lipid flux during chronic heat stress.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12943200/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Huan Xiang, Danhui Zhang, Yuchen Zhu, Jiangtao Hou, Yumei Han
<p><p><b>Objectives</b>: This study explored the antidepressant mechanisms of aerobic exercise in CUMS rats by analyzing urinary metabolomics (LC-MS and NMR), with the aim of providing both theoretical and practical support for exercise-based depression interventions. <b>Methods</b>: (1) Thirty-two Sprague-Dawley rats were acclimatized for one week and then randomly assigned to four groups (n = 8 per group): control (C), control + aerobic exercise group (E), CUMS model (D), and CUMS + exercise (DE). Groups D and DE were subjected to nine types of CUMS stimuli. Behavioral indicators were assessed weekly, and the successful establishment of the CUMS model was confirmed at week 3. Following successful modeling, rats in groups E and DE underwent four weeks of aerobic exercise training. Throughout this period, groups D and DE continued to receive CUMS exposure, while groups C and E were maintained under standard control conditions. (2) At the end of week 7, behavioral tests were repeated. Twelve-hour urine samples were collected for metabolomic analysis using liquid chromatography-mass spectrometry (LC-MS) and <sup>1</sup>H-NMR spectroscopy. The following morning, rats were euthanized under anesthesia. Whole blood was collected from the abdominal aorta, and serum was separated for subsequent biochemical assays. Bioinformatics approaches were employed to identify potential targets and signaling pathways associated with the antidepressant effects of aerobic exercise. (3) For statistical analysis, one-way or two-way analysis of variance (ANOVA) was applied to behavioral, physiological, and biochemical data, whereas multivariate statistical analysis was used for metabolomic data. <b>Results</b>: (1) By week 3, body mass, sucrose preference, rearing frequency, and the number of grid crossings were significantly lower in groups D and DE than in groups C and E (<i>p</i> < 0.05 or <i>p</i> < 0.01). These findings confirmed the successful establishment of the depression model. At week 7, all behavioral indicators in group DE showed significant recovery relative to group D (<i>p</i> < 0.05 or <i>p</i> < 0.01). (2) Compared with group C, corticosterone and blood ammonia levels were significantly elevated in group D (<i>p</i> < 0.01). In contrast, these levels were markedly reduced in group DE compared with group D (<i>p</i> < 0.01). (3) LC-MS analysis identified 25 urinary metabolites associated with depression in group D relative to group C. Among these, 21 were significantly downregulated and 4 were upregulated (<i>p</i> < 0.05 or <i>p</i> < 0.01), involving seven metabolic pathways. Following aerobic exercise intervention, six of these depression-related metabolites in group DE showed significant recovery (<i>p</i> < 0.05 or <i>p</i> < 0.01), which were associated with two metabolic pathways. (4) Integrated analysis of LC-MS and <sup>1</sup>H-NMR data revealed glutamine as a common differential metabolite, linked to three metabolic pathways. All metabolic pat
{"title":"The Metabolic Signatures Associated with the Effects of Aerobic Exercise on Depressive-like Behaviors in CUMS Rats.","authors":"Huan Xiang, Danhui Zhang, Yuchen Zhu, Jiangtao Hou, Yumei Han","doi":"10.3390/metabo16020114","DOIUrl":"10.3390/metabo16020114","url":null,"abstract":"<p><p><b>Objectives</b>: This study explored the antidepressant mechanisms of aerobic exercise in CUMS rats by analyzing urinary metabolomics (LC-MS and NMR), with the aim of providing both theoretical and practical support for exercise-based depression interventions. <b>Methods</b>: (1) Thirty-two Sprague-Dawley rats were acclimatized for one week and then randomly assigned to four groups (n = 8 per group): control (C), control + aerobic exercise group (E), CUMS model (D), and CUMS + exercise (DE). Groups D and DE were subjected to nine types of CUMS stimuli. Behavioral indicators were assessed weekly, and the successful establishment of the CUMS model was confirmed at week 3. Following successful modeling, rats in groups E and DE underwent four weeks of aerobic exercise training. Throughout this period, groups D and DE continued to receive CUMS exposure, while groups C and E were maintained under standard control conditions. (2) At the end of week 7, behavioral tests were repeated. Twelve-hour urine samples were collected for metabolomic analysis using liquid chromatography-mass spectrometry (LC-MS) and <sup>1</sup>H-NMR spectroscopy. The following morning, rats were euthanized under anesthesia. Whole blood was collected from the abdominal aorta, and serum was separated for subsequent biochemical assays. Bioinformatics approaches were employed to identify potential targets and signaling pathways associated with the antidepressant effects of aerobic exercise. (3) For statistical analysis, one-way or two-way analysis of variance (ANOVA) was applied to behavioral, physiological, and biochemical data, whereas multivariate statistical analysis was used for metabolomic data. <b>Results</b>: (1) By week 3, body mass, sucrose preference, rearing frequency, and the number of grid crossings were significantly lower in groups D and DE than in groups C and E (<i>p</i> < 0.05 or <i>p</i> < 0.01). These findings confirmed the successful establishment of the depression model. At week 7, all behavioral indicators in group DE showed significant recovery relative to group D (<i>p</i> < 0.05 or <i>p</i> < 0.01). (2) Compared with group C, corticosterone and blood ammonia levels were significantly elevated in group D (<i>p</i> < 0.01). In contrast, these levels were markedly reduced in group DE compared with group D (<i>p</i> < 0.01). (3) LC-MS analysis identified 25 urinary metabolites associated with depression in group D relative to group C. Among these, 21 were significantly downregulated and 4 were upregulated (<i>p</i> < 0.05 or <i>p</i> < 0.01), involving seven metabolic pathways. Following aerobic exercise intervention, six of these depression-related metabolites in group DE showed significant recovery (<i>p</i> < 0.05 or <i>p</i> < 0.01), which were associated with two metabolic pathways. (4) Integrated analysis of LC-MS and <sup>1</sup>H-NMR data revealed glutamine as a common differential metabolite, linked to three metabolic pathways. All metabolic pat","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12943010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: This study investigated the hypolipidemic and hepatoprotective effects of refined soybean oil supplemented with an Ocimum basilicum L. extract, characterized by HPLC and found to be rich in caftaric, caffeic, chicoric, and rosmarinic acids. Methods: After a 12-week model of diet-induced hyperlipidemia, we examined the plasma levels of TC, TG, Glucose, HDL-C, and LDL-C and the LDL-C/HDL-C ratio using enzymatic kits. The Plasma Hepatic and Biliary Marker Analysis was analysed following standardized hospital protocols with quality-controlled instrumentation. Results: The supplementation with Basil-Enriched Oil (BEO) resulted in a notable redistribution of lipids, significantly reducing the plasma total cholesterol (-75%), triglycerides (-96%), and glucose (-22%), while enhancing their hepatic sequestration. This was accompanied by a marked improvement in the LDL-C/HDL-C ratio and a reduction in hepatic oxidative stress (measured by MDA). Importantly, BEO preserved liver structure and prevented steatosis, despite inducing an increase in adaptive hepatomegaly. Conclusions: The results reveal a dual mechanism whereby the antioxidant properties of BEO collaborate with reprogrammed lipid metabolism, promoting safe hepatic storage rather than harmful circulating levels. These findings strongly advocate for the extract's potential as a nutraceutical for addressing hyperlipidemia and related metabolic disorders by targeting both oxidative stress and lipid imbalance. Further research is required to confirm these effects in clinical settings and to confirm its long-term efficacy.
{"title":"Lipid-Lowering and Hepatoprotective Effects of Basil-Enriched Soybean Oil (BEO) in High-Fat-Diet-Fed Mice.","authors":"Amani Tayebi, Mohammadine Moumou, Abdelhay Addous, Oussama Khibech, Niama Hammani, Youssra Salhi, Dragan Milenkovic, Ahmed Karim, Mohammed Choukri, Souliman Amrani, Hicham Harnafi","doi":"10.3390/metabo16020115","DOIUrl":"10.3390/metabo16020115","url":null,"abstract":"<p><p><b>Background:</b> This study investigated the hypolipidemic and hepatoprotective effects of refined soybean oil supplemented with an <i>Ocimum basilicum</i> L. extract, characterized by HPLC and found to be rich in caftaric, caffeic, chicoric, and rosmarinic acids. <b>Methods:</b> After a 12-week model of diet-induced hyperlipidemia, we examined the plasma levels of TC, TG, Glucose, HDL-C, and LDL-C and the LDL-C/HDL-C ratio using enzymatic kits. The Plasma Hepatic and Biliary Marker Analysis was analysed following standardized hospital protocols with quality-controlled instrumentation. <b>Results:</b> The supplementation with Basil-Enriched Oil (BEO) resulted in a notable redistribution of lipids, significantly reducing the plasma total cholesterol (-75%), triglycerides (-96%), and glucose (-22%), while enhancing their hepatic sequestration. This was accompanied by a marked improvement in the LDL-C/HDL-C ratio and a reduction in hepatic oxidative stress (measured by MDA). Importantly, BEO preserved liver structure and prevented steatosis, despite inducing an increase in adaptive hepatomegaly. <b>Conclusions:</b> The results reveal a dual mechanism whereby the antioxidant properties of BEO collaborate with reprogrammed lipid metabolism, promoting safe hepatic storage rather than harmful circulating levels. These findings strongly advocate for the extract's potential as a nutraceutical for addressing hyperlipidemia and related metabolic disorders by targeting both oxidative stress and lipid imbalance. Further research is required to confirm these effects in clinical settings and to confirm its long-term efficacy.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12943257/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kira G Slepchenko, Grace P Counts, Poonam R Sharma, Si Chen, Kathryn L Corbin, Farhan M Qureshi, Robert A Colvin, C Martin Lawrence, Craig S Nunemaker
Background/Objectives: The micronutrient iron is closely connected to inflammation and is among the complex factors contributing to beta-cell failure in diabetes. High levels of dietary iron increase the risk of developing type 2 diabetes, and excessive iron uptake by beta-cells can cause oxidative stress and inhibit function. Elevated levels of proinflammatory cytokines in obese individuals, such as interleukin (IL)-1beta and IL-6, increase the risk of developing type 2 diabetes, and there is evidence that these low levels of circulating cytokines can lead to islet dysfunction. Methods: In this study, gene microarray and other data were analyzed for expression differences in islets treated for 48 h with 10 pg/mL IL-1beta + 20 pg/mL IL-6 as a model of low-grade inflammation versus untreated. Results: Three iron-associated genes were among the most cytokine-sensitive in the mouse genome: Hamp, Steap4, and Lcn2. These proteins are all involved with increasing/retaining cellular iron. We hypothesized that increased cellular iron would lead to increased susceptibility to ferroptosis. Surprisingly, 24 h pre-exposure to low-grade inflammation, which upregulates this iron-gene network, prevented subsequent erastin-induced ferroptosis. We also found that Steap4 overexpression reduced islet dysfunction caused by high-dose proinflammatory cytokines (10× low-dose), suggesting an overall protective effect. Steap4 overexpression also upregulated Hamp and Lcn2, suggesting Steap4 regulates these cytokine-sensitive iron genes.; in contrast, ferritin and ferroportin gene expression, which are not sensitive to cytokines, were unchanged. Conclusions: These data suggest an inflammation-induced network of genes involved in cellular iron uptake and retention plays a protective role in islets against oxidative stress and ferroptosis.
{"title":"Evidence for a Cytokine-Sensitive Network of Iron-Associated Genes That Protects Pancreatic Islets Against Ferroptosis.","authors":"Kira G Slepchenko, Grace P Counts, Poonam R Sharma, Si Chen, Kathryn L Corbin, Farhan M Qureshi, Robert A Colvin, C Martin Lawrence, Craig S Nunemaker","doi":"10.3390/metabo16020112","DOIUrl":"10.3390/metabo16020112","url":null,"abstract":"<p><p><b>Background/Objectives</b>: The micronutrient iron is closely connected to inflammation and is among the complex factors contributing to beta-cell failure in diabetes. High levels of dietary iron increase the risk of developing type 2 diabetes, and excessive iron uptake by beta-cells can cause oxidative stress and inhibit function. Elevated levels of proinflammatory cytokines in obese individuals, such as interleukin (IL)-1beta and IL-6, increase the risk of developing type 2 diabetes, and there is evidence that these low levels of circulating cytokines can lead to islet dysfunction. <b>Methods</b>: In this study, gene microarray and other data were analyzed for expression differences in islets treated for 48 h with 10 pg/mL IL-1beta + 20 pg/mL IL-6 as a model of low-grade inflammation versus untreated. <b>Results</b>: Three iron-associated genes were among the most cytokine-sensitive in the mouse genome: Hamp, Steap4, and Lcn2. These proteins are all involved with increasing/retaining cellular iron. We hypothesized that increased cellular iron would lead to increased susceptibility to ferroptosis. Surprisingly, 24 h pre-exposure to low-grade inflammation, which upregulates this iron-gene network, prevented subsequent erastin-induced ferroptosis. We also found that Steap4 overexpression reduced islet dysfunction caused by high-dose proinflammatory cytokines (10× low-dose), suggesting an overall protective effect. Steap4 overexpression also upregulated Hamp and Lcn2, suggesting Steap4 regulates these cytokine-sensitive iron genes.; in contrast, ferritin and ferroportin gene expression, which are not sensitive to cytokines, were unchanged. <b>Conclusions</b>: These data suggest an inflammation-induced network of genes involved in cellular iron uptake and retention plays a protective role in islets against oxidative stress and ferroptosis.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12943054/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background/Objectives: The stability of metabolites and lipids in feces varies depending on the storage temperature and duration. Methods: We examined the stability of various metabolites and lipids in human feces under 10 different storage conditions (room temperature for 2, 6, 24, and 48 h, 4 °C for 6, 24, and 48 h, -20 °C for 1 week, 2 weeks and 1 month) and explored markers useful for quality control of fecal samples, using metabolites and lipids that vary depending on temperature and time. Results: There was generally more variation at 4 °C than at -20 °C, and more at room temperature than at 4 °C, and variation also increased as the storage duration was extended under each temperature condition. Some metabolites and lipids were found to be unstable, even over short periods (2 or 6 h) at room temperature or 4 °C storage. However, storage at -20 °C generally maintained the stability of most of them for up to two weeks. Our results suggest that the following ratios can serve as useful quality control markers: methionine to S-methyl-5-thioadenosine, xanthine to inosine and N-linoleoyl leucine to 1,2-dilinoleoyl-sn-glycerol. Conclusions: For comprehensive metabolite and lipid analysis, we recommend promptly transferring samples to -80 °C storage, except when stored at -20 °C for no longer than two weeks, with checks on markers for quality control. When measuring specific metabolites or lipids, our catalog data can be consulted to determine acceptable storage conditions.
{"title":"Investigation of Storage Conditions and Quality Control Markers for Metabolites and Lipids in Human Feces.","authors":"Hiroshi Sawada, Motohiko Morihara, Masamitsu Gotou, Kazuyuki Fujii, Yuya Hidoh, Yasuhiro Sawai, Takashi Matsumoto, Taiki Nakaya, Osamu Miura, Tomohiro Ando, Kazutaka Ikeda, Jun Terauchi","doi":"10.3390/metabo16020113","DOIUrl":"10.3390/metabo16020113","url":null,"abstract":"<p><p><b>Background/Objectives</b>: The stability of metabolites and lipids in feces varies depending on the storage temperature and duration. <b>Methods</b>: We examined the stability of various metabolites and lipids in human feces under 10 different storage conditions (room temperature for 2, 6, 24, and 48 h, 4 °C for 6, 24, and 48 h, -20 °C for 1 week, 2 weeks and 1 month) and explored markers useful for quality control of fecal samples, using metabolites and lipids that vary depending on temperature and time. <b>Results</b>: There was generally more variation at 4 °C than at -20 °C, and more at room temperature than at 4 °C, and variation also increased as the storage duration was extended under each temperature condition. Some metabolites and lipids were found to be unstable, even over short periods (2 or 6 h) at room temperature or 4 °C storage. However, storage at -20 °C generally maintained the stability of most of them for up to two weeks. Our results suggest that the following ratios can serve as useful quality control markers: methionine to S-methyl-5-thioadenosine, xanthine to inosine and N-linoleoyl leucine to 1,2-dilinoleoyl-sn-glycerol. <b>Conclusions</b>: For comprehensive metabolite and lipid analysis, we recommend promptly transferring samples to -80 °C storage, except when stored at -20 °C for no longer than two weeks, with checks on markers for quality control. When measuring specific metabolites or lipids, our catalog data can be consulted to determine acceptable storage conditions.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942472/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ivan Kahwa, Christina Seel, Ronnie Tumwesigye, Patrick Onen, Ramona Oehme, Susan Billig, Rapheal Wangalwa, Jonans Tusiimire, Claudia Wiesner, Leonard Kaysser
Background/Objectives: Propolis is a complex bee product with a composition that varies according to local vegetation, environmental conditions, and bee foraging behaviours. Recently, gas chromatography-mass spectrometry (GC-MS) has been employed in Uganda to analyse its volatile components. This study examined Ugandan propolis non-volatile metabolites to determine chemotypes and identify antibacterial compounds. Methods: Ethanolic extracts were analysed using liquid chromatography-high-resolution quadrupole time-of-flight mass spectrometry (LC-HR-QTOF-MS) in an untargeted MS/MS mode. Data processing was carried out using MZmine, then annotated with Global Natural Products Social Molecular Networking (GNPS) and SIRIUS. Chemometric methods assisted in identifying regional chemical signatures. Metabolites highlighted by the heatmap were evaluated for antibacterial activity using molecular docking against bacterial targets, followed by ADMET (absorption, distribution, metabolism, excretion, and toxicity) assessments. Results: Out of 3252 features, 234 and 52 putative compounds were annotated in GNPS and SIRIUS, respectively, as indicated by molecular networking, suggesting high chemical complexity. The chemical space mainly comprises flavonoids (including glycosides, aglycones, methylated, and prenylated derivatives), phenolic acids, amides, hydroxycinnamate derivatives, lignans, megastigmanes, and various diterpenoid skeletons. Multivariate analyses clearly distinguish geographical chemotypes, separating flavonoid-rich regions from diterpenoid-rich regions. Docking studies revealed flavonoids, diterpenoids, and lignans with strong predicted antibacterial activities and favourable ADMET profiles. Conclusions: This study provides the first LC-MS characterisation of the non-volatile metabolome of Ugandan propolis, thereby expanding its chemical diversity. Metabolomics and computational approaches lay a foundation for future ecological, chemotaxonomic, and pharmacological research.
背景/目的:蜂胶是一种复杂的蜂产品,其成分根据当地植被、环境条件和蜜蜂的觅食行为而变化。最近,气相色谱-质谱法(GC-MS)在乌干达被用于分析其挥发性成分。本研究检测了乌干达蜂胶非挥发性代谢物,以确定化学型和鉴定抗菌化合物。方法:采用液相色谱-高分辨率四极杆飞行时间质谱(LC-HR-QTOF-MS)非靶向MS/MS模式对乙醇提取物进行分析。使用MZmine进行数据处理,然后使用Global Natural Products Social Molecular Networking (GNPS)和SIRIUS进行注释。化学计量学方法有助于识别区域化学特征。通过对细菌靶点的分子对接,评估热图中突出显示的代谢物的抗菌活性,然后进行ADMET(吸收、分布、代谢、排泄和毒性)评估。结果:在3252个特征中,GNPS和SIRIUS分别注释了234个和52个假定的化合物,表明具有较高的化学复杂性。化学空间主要包括黄酮类化合物(包括糖苷类、苷元类、甲基化衍生物和烯酰化衍生物)、酚酸类、酰胺类、羟基肉桂酸类衍生物、木脂素类、大芪甲素类和各种二萜骨架。多变量分析清楚地区分了地理化学型,将富含黄酮类化合物的区域与富含二萜的区域分开。对接研究显示,类黄酮、二萜和木脂素具有较强的抗菌活性和有利的ADMET谱。结论:本研究首次提供了乌干达蜂胶非挥发性代谢组的LC-MS表征,从而扩大了其化学多样性。代谢组学和计算方法为未来的生态学、化学分类学和药理学研究奠定了基础。
{"title":"Integrative LC-HR-QTOF-MS and Computational Metabolomics Approaches for Compound Annotation, Chemometric Profiling and In Silico Antibacterial Evaluation of Ugandan Propolis.","authors":"Ivan Kahwa, Christina Seel, Ronnie Tumwesigye, Patrick Onen, Ramona Oehme, Susan Billig, Rapheal Wangalwa, Jonans Tusiimire, Claudia Wiesner, Leonard Kaysser","doi":"10.3390/metabo16020109","DOIUrl":"10.3390/metabo16020109","url":null,"abstract":"<p><p><b>Background/Objectives</b>: Propolis is a complex bee product with a composition that varies according to local vegetation, environmental conditions, and bee foraging behaviours. Recently, gas chromatography-mass spectrometry (GC-MS) has been employed in Uganda to analyse its volatile components. This study examined Ugandan propolis non-volatile metabolites to determine chemotypes and identify antibacterial compounds. <b>Methods:</b> Ethanolic extracts were analysed using liquid chromatography-high-resolution quadrupole time-of-flight mass spectrometry (LC-HR-QTOF-MS) in an untargeted MS/MS mode. Data processing was carried out using MZmine, then annotated with Global Natural Products Social Molecular Networking (GNPS) and SIRIUS. Chemometric methods assisted in identifying regional chemical signatures. Metabolites highlighted by the heatmap were evaluated for antibacterial activity using molecular docking against bacterial targets, followed by ADMET (absorption, distribution, metabolism, excretion, and toxicity) assessments. <b>Results:</b> Out of 3252 features, 234 and 52 putative compounds were annotated in GNPS and SIRIUS, respectively, as indicated by molecular networking, suggesting high chemical complexity. The chemical space mainly comprises flavonoids (including glycosides, aglycones, methylated, and prenylated derivatives), phenolic acids, amides, hydroxycinnamate derivatives, lignans, megastigmanes, and various diterpenoid skeletons. Multivariate analyses clearly distinguish geographical chemotypes, separating flavonoid-rich regions from diterpenoid-rich regions. Docking studies revealed flavonoids, diterpenoids, and lignans with strong predicted antibacterial activities and favourable ADMET profiles. <b>Conclusions:</b> This study provides the first LC-MS characterisation of the non-volatile metabolome of Ugandan propolis, thereby expanding its chemical diversity. Metabolomics and computational approaches lay a foundation for future ecological, chemotaxonomic, and pharmacological research.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942557/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ciprian Ilie Rosca, Daniel Florin Lighezan, Doina Georgescu, Horia Silviu Branea, Nilima Rajpal Kundnani, Ariana Violeta Nicoras, Romina Georgiana Bita, Daniel Dumitru Nisulescu
Background: Ischemic stroke remains the most feared complication of atrial fibrillation (AF), and thromboembolic risk is commonly estimated using clinical scores that may not fully capture the cardiometabolic dimension of cerebrovascular vulnerability. The aim of this research was to assess whether additional parameters can be used, to predict ischemic stroke risk in patients with AF, in order to explore whether TG/HDL-C may complement conventional clinical risk scores for ischemic stroke risk stratification in PAF, and to better characterize a metabolically high-risk phenotype beyond the recommendations provided by the CHA2DS2-VA score, which is useful but still far from perfect in predicting AF-associated ischemic stroke risk. Methods: In this retrospective, single-center observational study, we evaluated whether the triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDLc), a simple surrogate of atherogenic dyslipidemia and insulin resistance, is associated with ischemic stroke risk in patients with paroxysmal atrial fibrillation (PAF). We screened 1111 consecutive AF admissions between 1 January 2015 and 31 December 2016 and, from these 1111 AF cases, we extracted only the patients with PAF for analysis. Patients were stratified based on TG/HDLc values into two groups, Group 1 (TG/HDLc > 2.5; n = 155) and Group 2 (TG/HDLc < 2.5; n = 194). Statistical analysis was performed with MedCalc v23.4.0 using Chi-square and unpaired/Welch's t-tests as appropriate, Pearson correlations, Kaplan-Meier analysis with log-rank testing, Cox regression for first ischemic stroke, and multivariable logistic regression to identify independent correlates of TG/HDLc > 2.5. Results: Patients with TG/HDLc > 2.5 had a significantly higher prevalence of ischemic stroke after AF onset compared with those with TG/HDLc < 2.5 (37.4% vs. 21.1%, p = 0.0008), despite similar CHA2DS2-VA and HAS-BLED scores, and also exhibited a higher burden of cerebrovascular and neurodegenerative findings, including cortical atrophy and cerebral lacunarism. Ischemic stroke-free survival curves diverged significantly over time (log-rank p = 0.0186), and an elevated TG/HDLc ratio was associated with a 68% higher hazard of first ischemic stroke (HR 1.68; 95% CI 1.09-2.60). In multivariable analysis, type 2 diabetes mellitus (OR 4.53), hyperuricemia (OR 3.83), dyslipidemia (OR 1.94), stroke (OR 1.77), and cortical atrophy (OR 4.48) were independently associated with TG/HDLc > 2.5. Conclusions: These findings suggest that TG/HDLc identifies a metabolically high-risk PAF phenotype associated with greater cerebrovascular burden and reduced ischemic stroke-free survival, providing an inexpensive and broadly available marker that may complement conventional clinical risk scores.
背景:缺血性卒中仍然是心房颤动(AF)最可怕的并发症,通常使用临床评分来评估血栓栓塞风险,可能无法完全捕获脑血管易感性的心脏代谢维度。本研究的目的是评估是否可以使用其他参数来预测房颤患者的缺血性卒中风险,以探索TG/HDL-C是否可以补充PAF中缺血性卒中风险分层的常规临床风险评分,并更好地表征CHA2DS2-VA评分推荐的代谢高危表型,CHA2DS2-VA评分在预测房颤相关缺血性卒中风险方面是有用的,但还远远不够完善。方法:在这项回顾性的单中心观察性研究中,我们评估了甘油三酯与高密度脂蛋白胆固醇比率(TG/HDLc)是否与阵发性心房颤动(PAF)患者的缺血性卒中风险相关。甘油三酯/高密度脂蛋白胆固醇比率是动脉粥样硬化性血脂异常和胰岛素抵抗的简单替代指标。我们筛选了2015年1月1日至2016年12月31日期间连续入院的1111例房颤患者,从这1111例房颤病例中,我们仅提取了PAF患者进行分析。根据TG/HDLc值将患者分为两组,1组(TG/HDLc < 2.5, n = 155)和2组(TG/HDLc < 2.5, n = 194)。采用MedCalc v23.4.0进行统计分析,酌情采用卡方检验和未配对/Welch's t检验、Pearson相关检验、Kaplan-Meier分析和log-rank检验、首次缺血性卒中的Cox回归和多变量logistic回归来确定TG/HDLc bbb2.5的独立相关因素。结果:与TG/HDLc < 2.5的患者相比,TG/HDLc > 2.5的患者在房颤发作后缺血性卒中的患病率明显更高(37.4% vs. 21.1%, p = 0.0008),尽管CHA2DS2-VA和ha - bled评分相似,但也表现出更高的脑血管和神经退行性疾病负担,包括皮质萎缩和脑腔隙症。缺血性卒中无生存曲线随着时间的推移出现显著差异(log-rank p = 0.0186), TG/HDLc比值升高与首次缺血性卒中的风险增加68%相关(HR 1.68; 95% CI 1.09-2.60)。在多变量分析中,2型糖尿病(OR 4.53)、高尿酸血症(OR 3.83)、血脂异常(OR 1.94)、中风(OR 1.77)和皮质萎缩(OR 4.48)与TG/HDLc bbb2.5独立相关。结论:这些发现表明TG/HDLc识别出与脑血管负担加重和缺血性卒中无生存期降低相关的代谢高风险PAF表型,提供了一种廉价且广泛可用的标志物,可以补充传统的临床风险评分。
{"title":"Triglyceride-to-HDL Cholesterol Ratio Is Associated with Ischemic Stroke Risk in Patients-With Paroxysmal Atrial Fibrillation.","authors":"Ciprian Ilie Rosca, Daniel Florin Lighezan, Doina Georgescu, Horia Silviu Branea, Nilima Rajpal Kundnani, Ariana Violeta Nicoras, Romina Georgiana Bita, Daniel Dumitru Nisulescu","doi":"10.3390/metabo16020110","DOIUrl":"10.3390/metabo16020110","url":null,"abstract":"<p><p><b>Background:</b> Ischemic stroke remains the most feared complication of atrial fibrillation (AF), and thromboembolic risk is commonly estimated using clinical scores that may not fully capture the cardiometabolic dimension of cerebrovascular vulnerability. The aim of this research was to assess whether additional parameters can be used, to predict ischemic stroke risk in patients with AF, in order to explore whether TG/HDL-C may complement conventional clinical risk scores for ischemic stroke risk stratification in PAF, and to better characterize a metabolically high-risk phenotype beyond the recommendations provided by the CHA<sub>2</sub>DS<sub>2</sub>-VA score, which is useful but still far from perfect in predicting AF-associated ischemic stroke risk. <b>Methods:</b> In this retrospective, single-center observational study, we evaluated whether the triglyceride-to-high-density lipoprotein cholesterol ratio (TG/HDLc), a simple surrogate of atherogenic dyslipidemia and insulin resistance, is associated with ischemic stroke risk in patients with paroxysmal atrial fibrillation (PAF). We screened 1111 consecutive AF admissions between 1 January 2015 and 31 December 2016 and, from these 1111 AF cases, we extracted only the patients with PAF for analysis. Patients were stratified based on TG/HDLc values into two groups, Group 1 (TG/HDLc > 2.5; n = 155) and Group 2 (TG/HDLc < 2.5; n = 194). Statistical analysis was performed with MedCalc v23.4.0 using Chi-square and unpaired/Welch's t-tests as appropriate, Pearson correlations, Kaplan-Meier analysis with log-rank testing, Cox regression for first ischemic stroke, and multivariable logistic regression to identify independent correlates of TG/HDLc > 2.5. <b>Results:</b> Patients with TG/HDLc > 2.5 had a significantly higher prevalence of ischemic stroke after AF onset compared with those with TG/HDLc < 2.5 (37.4% vs. 21.1%, <i>p</i> = 0.0008), despite similar CHA<sub>2</sub>DS<sub>2</sub>-VA and HAS-BLED scores, and also exhibited a higher burden of cerebrovascular and neurodegenerative findings, including cortical atrophy and cerebral lacunarism. Ischemic stroke-free survival curves diverged significantly over time (log-rank <i>p</i> = 0.0186), and an elevated TG/HDLc ratio was associated with a 68% higher hazard of first ischemic stroke (HR 1.68; 95% CI 1.09-2.60). In multivariable analysis, type 2 diabetes mellitus (OR 4.53), hyperuricemia (OR 3.83), dyslipidemia (OR 1.94), stroke (OR 1.77), and cortical atrophy (OR 4.48) were independently associated with TG/HDLc > 2.5. <b>Conclusions:</b> These findings suggest that TG/HDLc identifies a metabolically high-risk PAF phenotype associated with greater cerebrovascular burden and reduced ischemic stroke-free survival, providing an inexpensive and broadly available marker that may complement conventional clinical risk scores.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942535/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Johannes Nairz, Alex Messner, Sophia Zollner-Kiechl, Ursula Kiechl-Kohlendorfer, Michael Knoflach
Objectives: Systemic low-grade inflammation is associated with steatohepatitis in adults. We aim to explore if systemic low-grade inflammation, measured by plasma high-sensitivity C-reactive protein (hs-CRP), is also linked to steatotic liver disease in adolescents. Methods: In the cross-sectional Early Vascular Ageing in the YOUth study, systemic low-grade inflammation was measured by hs-CRP and liver fat content was quantified by the controlled attenuation parameters (CAP) derived from FibroScan® (Echosense, Paris, France) measurements in 14- to 19-year-old Austrian adolescents. Cardiovascular risk factors and anthropometric data were collected through face-to-face interviews, physical examinations, and comprehensive fasting blood analyses. Linear regression models were performed to analyze the association between hs-CRP and CAP values. Results: A total of 1300 adolescents (64.6% female) with a mean age of 17.2 ± 1.3 years were included in this analysis. hs-CRP was significantly associated with CAP values in the simple linear regression model (b = 1.35, p = 0.044) and after adjustment for sex and age (b = 1.84, p = 0.006), suggesting an increase in systemic low-grade inflammation with increasing liver fat content. However, further adjustment for major factors of the metabolic syndrome (Homeostatic Model Assessment for Insulin Resistance, non-high-density lipoprotein cholesterol, body mass index z-score, systolic blood pressure z-score) led to a loss of significance of the mentioned association (b = -0.55, p = 0.419). Conclusions: Systemic low-grade inflammation measured by hs-CRP is linked to higher liver fat content in our adolescent cohort. However, this association is largely driven by components of the metabolic syndrome and the overall metabolic milieu, rather than reflecting liver-specific inflammation.
目的:全身性低度炎症与成人脂肪性肝炎相关。我们的目的是探讨是否全体性低度炎症,血浆高敏c反应蛋白(hs-CRP)测量,也与青少年脂肪变性肝病有关。方法:在青少年早期血管老化的横断面研究中,通过hs-CRP测量全身低度炎症,并通过纤维扫描®(Echosense,巴黎,法国)测量的控制衰减参数(CAP)量化肝脂肪含量。研究对象为14至19岁的奥地利青少年。通过面对面访谈、体格检查和综合空腹血液分析收集心血管危险因素和人体测量数据。采用线性回归模型分析hs-CRP与CAP值之间的关系。结果:共纳入青少年1300例,其中女性64.6%,平均年龄17.2±1.3岁。简单线性回归模型中hs-CRP与CAP值显著相关(b = 1.35, p = 0.044),调整性别和年龄后hs-CRP与CAP值显著相关(b = 1.84, p = 0.006),提示全身低度炎症随着肝脏脂肪含量的增加而增加。然而,进一步调整代谢综合征的主要因素(胰岛素抵抗稳态模型评估、非高密度脂蛋白胆固醇、体重指数z-评分、收缩压z-评分)导致上述关联的显著性丧失(b = -0.55, p = 0.419)。结论:在我们的青少年队列中,hs-CRP测量的全身性低度炎症与较高的肝脏脂肪含量有关。然而,这种关联在很大程度上是由代谢综合征的组成部分和整体代谢环境驱动的,而不是反映肝脏特异性炎症。
{"title":"hs-CRP as a Marker of Systemic Low-Grade Inflammation Is Not Associated with Steatotic Liver Disease in Adolescents: Insights from the EVA4YOU Study.","authors":"Johannes Nairz, Alex Messner, Sophia Zollner-Kiechl, Ursula Kiechl-Kohlendorfer, Michael Knoflach","doi":"10.3390/metabo16020108","DOIUrl":"10.3390/metabo16020108","url":null,"abstract":"<p><p><b>Objectives</b>: Systemic low-grade inflammation is associated with steatohepatitis in adults. We aim to explore if systemic low-grade inflammation, measured by plasma high-sensitivity C-reactive protein (hs-CRP), is also linked to steatotic liver disease in adolescents. <b>Methods</b>: In the cross-sectional Early Vascular Ageing in the YOUth study, systemic low-grade inflammation was measured by hs-CRP and liver fat content was quantified by the controlled attenuation parameters (CAP) derived from FibroScan<sup>®</sup> (Echosense, Paris, France) measurements in 14- to 19-year-old Austrian adolescents. Cardiovascular risk factors and anthropometric data were collected through face-to-face interviews, physical examinations, and comprehensive fasting blood analyses. Linear regression models were performed to analyze the association between hs-CRP and CAP values. <b>Results</b>: A total of 1300 adolescents (64.6% female) with a mean age of 17.2 ± 1.3 years were included in this analysis. hs-CRP was significantly associated with CAP values in the simple linear regression model (b = 1.35, <i>p</i> = 0.044) and after adjustment for sex and age (b = 1.84, <i>p</i> = 0.006), suggesting an increase in systemic low-grade inflammation with increasing liver fat content. However, further adjustment for major factors of the metabolic syndrome (Homeostatic Model Assessment for Insulin Resistance, non-high-density lipoprotein cholesterol, body mass index z-score, systolic blood pressure z-score) led to a loss of significance of the mentioned association (b = -0.55, <i>p</i> = 0.419). <b>Conclusions</b>: Systemic low-grade inflammation measured by hs-CRP is linked to higher liver fat content in our adolescent cohort. However, this association is largely driven by components of the metabolic syndrome and the overall metabolic milieu, rather than reflecting liver-specific inflammation.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942168/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lin Zhu, Xiaodie Fan, Jiangang Lu, Yutao He, Youyuan Gao, Sirong He, Longbin Lai, Ruobei Zhao, Rui Cheng, Xi Li, Fengning Chuan, Bin Wang
Background: Visceral fat plays a central role in cardiometabolic risk among people with type 2 diabetes mellitus (T2DM), yet its assessment in routine clinical practice remains largely dependent on imaging techniques or indirect anthropometric measures. Identifying accessible blood-based markers that reflect visceral adiposity may facilitate improved phenotyping in this population. This study aimed to investigate whether circulating coiled-coil domain-containing protein 3 (CCDC3) reflects visceral fat accumulation in adults with T2DM. Methods: Public RNA-sequencing datasets and human adipose tissue samples were analyzed to identify CCDC3 as a visceral fat-enriched secretory gene. In this cross-sectional study of 160 adults with T2DM undergoing dual-energy X-ray absorptiometry, plasma CCDC3 was measured by ELISA. Associations between plasma CCDC3 and visceral fat area (VFA) were examined using multivariable regression. Logistic regression models for abdominal obesity (VFA ≥ 100 cm2), with and without CCDC3, were evaluated using receiver operating characteristic (ROC) analysis, calibration curves, decision curve analysis (DCA), and Shapley additive explanations (SHAP). Results: Circulating CCDC3 levels were positively associated with VFA (β = 3.11, p < 0.001), independent of demographic and metabolic factors. Incorporating CCDC3 into the baseline model significantly improved discrimination of abdominal obesity (AUC 0.820 vs. 0.663; p = 0.009). Calibration curves and DCA supported better model fit and higher net clinical benefit with CCDC3. SHAP analysis showed that CCDC3 contributed the greatest incremental importance beyond waist circumference, sex, and age. Conclusions: Circulating CCDC3 may serve as a blood-based biomarker reflecting visceral adiposity in adults with T2DM and provides complementary information beyond traditional anthropometric measures.
背景:内脏脂肪在2型糖尿病(T2DM)患者的心脏代谢风险中起核心作用,但其在常规临床实践中的评估仍主要依赖于成像技术或间接人体测量。识别可获得的反映内脏肥胖的血液标记物可能有助于改善该人群的表型。本研究旨在探讨循环盘绕结构域蛋白3 (CCDC3)是否反映成人T2DM患者的内脏脂肪积累。方法:分析公共rna测序数据集和人类脂肪组织样本,确定CCDC3是内脏脂肪富集的分泌基因。在这项横断面研究中,160名成年T2DM患者接受了双能x线吸收仪,用ELISA法测量了血浆CCDC3。采用多变量回归分析血浆CCDC3与内脏脂肪面积(VFA)之间的关系。采用受试者工作特征(ROC)分析、校准曲线、决策曲线分析(DCA)和Shapley加性解释(SHAP)对腹型肥胖(VFA≥100 cm2)伴或不伴CCDC3的Logistic回归模型进行评价。结果:循环CCDC3水平与VFA呈正相关(β = 3.11, p < 0.001),独立于人口统计学和代谢因素。将CCDC3纳入基线模型可显著提高腹部肥胖的鉴别(AUC 0.820 vs. 0.663; p = 0.009)。校正曲线和DCA支持CCDC3更好的模型拟合和更高的净临床效益。SHAP分析显示,CCDC3在腰围、性别和年龄之外的增量重要性最大。结论:循环CCDC3可作为反映成人T2DM患者内脏脂肪的血液生物标志物,并提供传统人体测量之外的补充信息。
{"title":"Circulating CCDC3 as an Indicator of Visceral Fat Accumulation in Patients with Type 2 Diabetes Mellitus.","authors":"Lin Zhu, Xiaodie Fan, Jiangang Lu, Yutao He, Youyuan Gao, Sirong He, Longbin Lai, Ruobei Zhao, Rui Cheng, Xi Li, Fengning Chuan, Bin Wang","doi":"10.3390/metabo16020111","DOIUrl":"10.3390/metabo16020111","url":null,"abstract":"<p><p><b>Background</b>: Visceral fat plays a central role in cardiometabolic risk among people with type 2 diabetes mellitus (T2DM), yet its assessment in routine clinical practice remains largely dependent on imaging techniques or indirect anthropometric measures. Identifying accessible blood-based markers that reflect visceral adiposity may facilitate improved phenotyping in this population. This study aimed to investigate whether circulating coiled-coil domain-containing protein 3 (CCDC3) reflects visceral fat accumulation in adults with T2DM. <b>Methods</b>: Public RNA-sequencing datasets and human adipose tissue samples were analyzed to identify CCDC3 as a visceral fat-enriched secretory gene. In this cross-sectional study of 160 adults with T2DM undergoing dual-energy X-ray absorptiometry, plasma CCDC3 was measured by ELISA. Associations between plasma CCDC3 and visceral fat area (VFA) were examined using multivariable regression. Logistic regression models for abdominal obesity (VFA ≥ 100 cm<sup>2</sup>), with and without CCDC3, were evaluated using receiver operating characteristic (ROC) analysis, calibration curves, decision curve analysis (DCA), and Shapley additive explanations (SHAP). <b>Results</b>: Circulating CCDC3 levels were positively associated with VFA (β = 3.11, <i>p</i> < 0.001), independent of demographic and metabolic factors. Incorporating CCDC3 into the baseline model significantly improved discrimination of abdominal obesity (AUC 0.820 vs. 0.663; <i>p</i> = 0.009). Calibration curves and DCA supported better model fit and higher net clinical benefit with CCDC3. SHAP analysis showed that CCDC3 contributed the greatest incremental importance beyond waist circumference, sex, and age. <b>Conclusions</b>: Circulating CCDC3 may serve as a blood-based biomarker reflecting visceral adiposity in adults with T2DM and provides complementary information beyond traditional anthropometric measures.</p>","PeriodicalId":18496,"journal":{"name":"Metabolites","volume":"16 2","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12942216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147290322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}