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Yousif G, Murugesan S, Djekidel MN, Terranegra A, Gentilcore G, Grivel JC, Al Khodor S. Distinctive blood and salivary proteomics signatures in Qatari individuals at high risk for cardiovascular disease. Sci Rep 2025; 15:4056. [PMID: 39901062 PMCID: PMC11790934 DOI: 10.1038/s41598-025-87596-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 01/20/2025] [Indexed: 02/05/2025] Open
Abstract
Cardiovascular disease (CVD) remains a leading cause of global morbidity and mortality. Timely diagnosis is important in reducing both short and long-term health complications. Saliva has emerged as a potential source for biomarker discovery, offering a non-invasive tool for early detection of individuals at elevated risk for CVD, yet large-scale extensive proteomic analysis using saliva for a comprehensive biomarker discovery remains limited. In an effort to develop a diagnostic tool using saliva samples, our study aims to assess the salivary and plasma proteomes in subjects with high risk of developing CVD using a large-scale proteomic approach. Leveraging on the SOMAscan platform, we analyzed 1,317 proteins in saliva and plasma collected from subjects at a high risk of CVD (HR-CVD) and compared the profiles to subjects with low risk of CVD (LR-CVD). Our analysis revealed significant differences in the plasma and salivary proteins between the two groups. Pathway enrichment analysis of the differentially detected proteins revealed that the immune system activation and extracellular matrix remodeling are the most enriched pathways in the CVD-HR group. Comparing proteomic signatures between plasma and saliva, we found approximately 42 and 17 differentially expressed proteins associated with CVD-HR uniquely expressed in plasma and saliva respectively. Additionally, we identified eight common CVD-risk biomarkers shared between both plasma and saliva, demonstrating promising diagnostic tools for identifying individuals at high risk of developing CVD. In conclusion, saliva proteomics holds a significant promise to identify subjects with a high risk to develop CVD. Further studies are needed to validate our findings.
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Affiliation(s)
- Ghada Yousif
- Research Department, Sidra Medicine, Doha, Qatar
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Mandal S, Nag S, Mukherjee O, Das N, Banerjee P, Majumdar T, Mukhopadhyay S, Maedler K, Kundu R. CD36 inhibition corrects lipid-FetuinA mediated insulin secretory defects by preventing intracellular lipid accumulation and inflammation in the pancreatic beta cells. Biochim Biophys Acta Mol Basis Dis 2025; 1871:167580. [PMID: 39561856 DOI: 10.1016/j.bbadis.2024.167580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 11/03/2024] [Accepted: 11/13/2024] [Indexed: 11/21/2024]
Abstract
CD36 is a multifunctional protein involved in long chain fatty acid uptake and immune modulation in different cells. Recently it was reported that increased expression of CD36 is evident in the islets of diabetic obese individuals. In this present study we investigated the role of CD36 in regulating intracellular lipid accumulation and inflammation in beta cells and its implication on secretory dysfunction. Additionally, we have elucidated the potential role of fetuinA, a circulatory glycoprotein and an endogenous ligand of TLR4, for aggravating lipid accumulation and insulin secretory defects in beta cells. MIN6 mouse insulinoma cells when incubated with palmitate and fetuinA together showed activation of TLR4-NFkB inflammatory cascade and increased uptake of palmitate, which was rescued by CD36 functional inhibition or knockdown. Moreover, glucose stimulated insulin secretion was restored with consequent downregulation of IL-1β secretion. TLR4 inhibition also decreased intracellular lipid content with a reduction of CD36, suggesting functional crosstalk between them. At physiological level, excess fetuinA in the islet milieu of HFD fed C57BL/6J mice or exogenous fetuinA administration (i.p.) promoted lipid accumulation in the islets resulting in decreased insulin secretion with increased CD36 expression. Interestingly, CD36 inhibition in HFD mice with a pharmacological inhibitor Salvianolic acid B attenuated inflammation, reduced intracellular lipid accumulation in beta cells and restored insulin secretory function. Therefore, our results suggest that inhibition of CD36 protects beta cells from the derogatory effects of lipid and fetuinA and restores secretory function and can be considered as a therapeutic target for obesity mediated beta cell dysfunction.
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Affiliation(s)
- Samanwita Mandal
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Snehasish Nag
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Oindrila Mukherjee
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Nandita Das
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Priyajit Banerjee
- Department of Biotechnology, School of Life Sciences, Swami Vivekananda University, Barrackpore 700121, India
| | - Tanmay Majumdar
- National Institute of Immunology (NII), Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Satinath Mukhopadhyay
- Department of Endocrinology & Metabolism, Institute of Post-Graduate Medical Education & Research-Seth Sukhlal Karnani Memorial Hospital (IPGME&R-SSKM), Kolkata 700020, India
| | - Kathrin Maedler
- Centre for Biomolecular Interactions Bremen, University of Bremen, Bremen 28359, Germany
| | - Rakesh Kundu
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India.
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Aleman J, K R, Wiegand C, Schurdak ME, Vernetti L, Gavlock D, Reese C, DeBiasio R, LaRocca G, Angarita YD, Gough A, Soto-Gutierrez A, Behari J, Yechoor VK, Miedel MT, Stern AM, Banerjee I, Taylor DL. A metabolic dysfunction-associated steatotic liver acinus biomimetic induces pancreatic islet dysfunction in a coupled microphysiology system. Commun Biol 2024; 7:1317. [PMID: 39397070 PMCID: PMC11471816 DOI: 10.1038/s42003-024-07006-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 10/02/2024] [Indexed: 10/15/2024] Open
Abstract
Preclinical and clinical studies suggest that lipid-induced hepatic insulin resistance is a primary defect that predisposes to dysfunction in islets, implicating a perturbed liver-pancreas axis underlying the comorbidity of T2DM and MASLD. To investigate this hypothesis, we developed a human biomimetic microphysiological system (MPS) coupling our vascularized liver acinus MPS (vLAMPS) with pancreatic islet MPS (PANIS) enabling MASLD progression and islet dysfunction to be assessed. The modular design of this system (vLAMPS-PANIS) allows intra-organ and inter-organ dysregulation to be deconvoluted. When compared to normal fasting (NF) conditions, under early metabolic syndrome (EMS) conditions, the standalone vLAMPS exhibited characteristics of early stage MASLD, while no significant differences were observed in the standalone PANIS. In contrast, with EMS, the coupled vLAMPS-PANIS exhibited a perturbed islet-specific secretome and a significantly dysregulated glucose stimulated insulin secretion response implicating direct signaling from the dysregulated liver acinus to the islets. Correlations between several pairs of a vLAMPS-derived and a PANIS-derived factors were significantly altered under EMS, as compared to NF conditions, mechanistically connecting MASLD and T2DM associated hepatic-factors with islet-derived GLP-1 synthesis and regulation. Since vLAMPS-PANIS is compatible with patient-specific iPSCs, this platform represents an important step towards addressing patient heterogeneity, identifying disease mechanisms, and advancing precision medicine.
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Affiliation(s)
- Julio Aleman
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
- University of Pittsburgh Department of Bioengineering, Pittsburgh, USA
| | - Ravikumar K
- University of Pittsburgh Department of Chemical and Petroleum Engineering, Pittsburgh, USA
| | - Connor Wiegand
- University of Pittsburgh Department of Chemical and Petroleum Engineering, Pittsburgh, USA
| | - Mark E Schurdak
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
- University of Pittsburgh Department of Computational and Systems Biology, Pittsburgh, USA
- University of Pittsburgh Liver Research Center, Pittsburgh, USA
| | - Lawrence Vernetti
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
- University of Pittsburgh Department of Computational and Systems Biology, Pittsburgh, USA
- University of Pittsburgh Liver Research Center, Pittsburgh, USA
| | - Dillon Gavlock
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
| | - Celeste Reese
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
| | - Richard DeBiasio
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
| | - Greg LaRocca
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
| | | | - Albert Gough
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
- University of Pittsburgh Department of Computational and Systems Biology, Pittsburgh, USA
| | - Alejandro Soto-Gutierrez
- University of Pittsburgh Liver Research Center, Pittsburgh, USA
- University of Pittsburgh Department of Pathology, Pittsburgh, USA
| | - Jaideep Behari
- Division of Gastroenterology, Hepatology and Nutrition, School of Medicine, University of Pittsburgh, Pittsburgh, USA
| | - Vijay K Yechoor
- Diabetes and Beta Cell Biology Center, Division of Endocrinology and Metabolism, University of Pittsburgh, Pittsburgh, USA
| | - Mark T Miedel
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA
- University of Pittsburgh Liver Research Center, Pittsburgh, USA
- University of Pittsburgh Department of Pathology, Pittsburgh, USA
| | - Andrew M Stern
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA.
- University of Pittsburgh Department of Computational and Systems Biology, Pittsburgh, USA.
| | - Ipsita Banerjee
- University of Pittsburgh Department of Bioengineering, Pittsburgh, USA.
- University of Pittsburgh Department of Chemical and Petroleum Engineering, Pittsburgh, USA.
| | - D Lansing Taylor
- University of Pittsburgh Drug Discovery Institute, Pittsburgh, USA.
- University of Pittsburgh Department of Bioengineering, Pittsburgh, USA.
- University of Pittsburgh Department of Computational and Systems Biology, Pittsburgh, USA.
- University of Pittsburgh Liver Research Center, Pittsburgh, USA.
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Aleman J, Ravikumar K, Wiegand C, Schurdak ME, Vernetti L, Gavlock D, Reese C, DeBiasio R, LaRocca G, Angarita YD, Gough A, Soto-Gutierrez A, Behari J, Yechoor V, Miedel MT, Stern AM, Banerjee I, Taylor DL. A metabolic-dysfunction associated steatotic liver acinus biomimetic induces pancreatic islet dysfunction in a coupled microphysiology system. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.22.590598. [PMID: 38712135 PMCID: PMC11071380 DOI: 10.1101/2024.04.22.590598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Preclinical and clinical studies suggest that lipid-induced hepatic insulin resistance is a primary defect that predisposes to dysfunction in pancreatic islets, implicating a perturbed liver-pancreas axis underlying the comorbidity of T2DM and MASLD. To investigate this hypothesis, we developed a human biomimetic microphysiological system (MPS) coupling our vascularized liver acinus MPS (vLAMPS) with primary islets on a chip (PANIS) enabling MASLD progression and islet dysfunction to be quantitatively assessed. The modular design of this system (vLAMPS-PANIS) allows intra-organ and inter-organ dysregulation to be deconvoluted. When compared to normal fasting (NF) conditions, under early metabolic syndrome (EMS) conditions, the standalone vLAMPS exhibited characteristics of early stage MASLD, while no significant differences were observed in the standalone PANIS. In contrast, with EMS, the coupled vLAMPS-PANIS exhibited a perturbed islet-specific secretome and a significantly dysregulated glucose stimulated insulin secretion (GSIS) response implicating direct signaling from the dysregulated liver acinus to the islets. Correlations between several pairs of a vLAMPS-derived and a PANIS-derived secreted factors were significantly altered under EMS, as compared to NF conditions, mechanistically connecting MASLD and T2DM associated hepatic factors with islet-derived GLP-1 synthesis and regulation. Since vLAMPS-PANIS is compatible with patient-specific iPSCs, this platform represents an important step towards addressing patient heterogeneity, identifying complex disease mechanisms, and advancing precision medicine.
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Nag S, Mandal S, Mukherjee O, Majumdar T, Mukhopadhyay S, Kundu R. Vildagliptin inhibits high fat and fetuin-A mediated DPP-4 expression, intracellular lipid accumulation and improves insulin secretory defects in pancreatic beta cells. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167047. [PMID: 38296116 DOI: 10.1016/j.bbadis.2024.167047] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 01/16/2024] [Accepted: 01/26/2024] [Indexed: 02/05/2024]
Abstract
Dipeptidyl peptidase-4 (DPP-4), a ubiquitous proteolytic enzyme, inhibits insulin secretion from pancreatic beta cells by inactivating circulating incretin hormones GLP-1 and GIP. High circulating levels of DPP-4 is presumed to compromise insulin secretion in people with type 2 diabetes (T2D). Our group recently reported lipid induced DPP-4 expression in pancreatic beta cells, mediated by the TLR4-NFkB pathway. In the present study, we looked at the role of Vildagliptin on pancreatic DPP-4 inhibition, preservation of islet mass and restoration of insulin secretion. MIN6 mouse insulinoma cells incubated with palmitate and fetuin-A, a proinflammatory organokine associated with insulin resistance, showed activation of TLR4-NFkB pathway, which was rescued on Vildagliptin treatment. In addition, Vildagliptin, by suppressing palmitate-fetuin-A mediated DPP-4 expression in MIN6, prevented the secretion of IL-1beta and fetuin-A in the culture media. DPP-4 siRNA abrogated TLR4-NFkB pathway mediated islet cell inflammation. Vildagliptin also reduced palmitate-fetuin-A mediated intracellular lipid accumulation in MIN6 and isolated islets from high fat fed (HFD) mice as observed by Oil O Red staining with downregulation of CD36 and PPARgamma. Vildagliptin also preserved islet mass and rescued insulin secretory defect in HFD mice. Our results suggest that inhibition of DPP-4 by Vildagliptin protects pancreatic beta cells from the deleterious effects of lipid and fetuin-A, preserves insulin secretory functions and improves hyperglycemia.
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Affiliation(s)
- Snehasish Nag
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Samanwita Mandal
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Oindrila Mukherjee
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India
| | - Tanmay Majumdar
- National Institute of Immunology (NII), Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Satinath Mukhopadhyay
- Department of Endocrinology & Metabolism, Institute of Post-Graduate Medical Education & Research-Seth Sukhlal Karnani Memorial Hospital (IPGME&R-SSKM), Kolkata 700020, India
| | - Rakesh Kundu
- Cell Signaling Laboratory, Department of Zoology, Siksha Bhavana (Institute of Science), Visva-Bharati University, Santiniketan 731235, India.
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Cheng Z, Chen J, Zhang Y, Li X, Zhang N, Liu F, Jiao Y. In Vitro Hypoglycemic Activities of Lactobacilli and Bifidobacterium Strains from Healthy Children's Sources and Their Effect on Stimulating GLP-1 Secretion in STC-1 Cells. Foods 2024; 13:519. [PMID: 38397496 PMCID: PMC10887728 DOI: 10.3390/foods13040519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
A long-term use of chemical drugs cannot cure type II diabetes mellitus (T2DM) and their numerous toxic side effects can be harmful to human health. In recent years, probiotics have emerged as a natural resource to replace chemical drugs in alleviating many human ailments. Healthy children's intestines have a lot of colonized Lactobacilli and Bifidobacterium, and these beneficial bacteria can help promote overall health. The objective of this study was to isolate potential antidiabetic probiotic strains from healthy children and evaluate their application prospects. Firstly, Lactobacillus and Bifidobacterium strains were isolated from healthy children's feces and identified by the pheS or clpC genes with their respective 16S rRNA genes. Then, hydrophobicity, artificial gastrointestinal fluid tolerance, α-Glucosidase and Dipeptidyl peptidase IV (DPP-IV) inhibitory activities of isolated strains were determined, and antioxidant activities and promoting secretion of GLP-1 in STC-1 cells of candidate strains were tested. Results showed that 6 strains of Lactobacillus and Bifidobacterium were obtained from the feces of healthy children aged 3 years, respectively, including Lacticaseibacillus paracasei L-21 and L-25, Levilactobacillus brevis L-16, Lentilactobacillus buchneri L-9, Lactiplantibacillus plantarum L-8 and L-3, Bifidobacterium bifidum 11-1 and B-84, Bifidobacterium longum subsp. longum 6-1, 6-2, B42 and B53. The hydrophobicity and auto-aggregation levels of all these strains were higher than 30% and 50%, respectively, and the decrease in the number of colonies of all strains in the artificial gastrointestinal fluid was less than 2 log CFU/mL. Strains L-3, L-8, L-9, L-21, 6-1, 11-1, B53 and B84 were selected based on their high α-glucosidase inhibitory activity and DPP-IV inhibitory activity, and results of the antioxidant capacity assay showed that the remaining strains all had intense comprehensive antioxidant activity. Additionally, Lacticaseibacillus paracasei L-21 and Bifidobacterium longum subsp. longum B-53 had the most substantial prompting effect on GLP-1 secretion in the STC-1 cell line. These results indicated that Lacticaseibacillus paracasei L-21 and Bifidobacterium longum subsp. longum B-53 could be used as a potential antidiabetic strain; thus, its application as a food supplement and drug ingredient could be recommended after in vivo mitigation of type II diabetes test.
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Affiliation(s)
- Zhiliang Cheng
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Jingru Chen
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Yulong Zhang
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Xinyi Li
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Ning Zhang
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Fei Liu
- Key Laboratory of Dairy Science-Ministry of Education, Food College, Northeast Agricultural University, Harbin 150030, China; (Z.C.); (J.C.); (Y.Z.); (X.L.); (N.Z.)
| | - Yuehua Jiao
- Center of Drug Safety Evaluation, Heilongjiang University of Chinese Medicine, Harbin 150040, China
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Nag S, Mandal S, Mukherjee O, Mukherjee S, Kundu R. DPP-4 Inhibitors as a savior for COVID-19 patients with diabetes. Future Virol 2023:10.2217/fvl-2022-0112. [PMID: 37064327 PMCID: PMC10096336 DOI: 10.2217/fvl-2022-0112] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 03/01/2023] [Indexed: 04/18/2023]
Abstract
Diabetic patients are at particular risk of severe COVID-19. Human dipeptidyl peptidase-4 (DPP-4) is a membrane-bound aminopeptidase that regulates insulin release by inactivating incretin. DPP-4 inhibitors (DPP-4is) are therefore used as oral anti-diabetic drugs to restore normal insulin levels. These molecules also have anti-inflammatory and anti-hypertension effects. Recent studies on the interactions of SARS-CoV-2 spike glycoprotein and DPP-4 predict a possible entry route for SARS-CoV-2. Therefore, DPP-4is could be effective at reducing the virus-induced 'cytokine storm', thereby ceasing inflammatory injury to vital organs. Moreover, DPP-4is may interfere with viral entry into host cells. Herein, we have reviewed the efficacy of DPP-4is as potential repurposed drugs to reduce the severity of SARS-CoV-2 infection in patients with diabetes.
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Affiliation(s)
- Snehasish Nag
- Department of Zoology, Cell Signaling Laboratory, Visva-Bharati University, Santiniketan, West Bengal, 731 235, India
| | - Samanwita Mandal
- Department of Zoology, Cell Signaling Laboratory, Visva-Bharati University, Santiniketan, West Bengal, 731 235, India
| | - Oindrila Mukherjee
- Department of Zoology, Cell Signaling Laboratory, Visva-Bharati University, Santiniketan, West Bengal, 731 235, India
| | - Suprabhat Mukherjee
- Department of Animal Science, Integrative Biochemistry & Immunology Laboratory, Kazi Nazrul University, Asansol, West Bengal, 713 340, India
- Author for correspondence:
| | - Rakesh Kundu
- Department of Zoology, Cell Signaling Laboratory, Visva-Bharati University, Santiniketan, West Bengal, 731 235, India
- Author for correspondence:
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