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Luan S, Luan J. A multidimensional approach reveals the function of lactylation related genes in osteoarthritis. Sci Rep 2025; 15:7743. [PMID: 40044764 PMCID: PMC11882932 DOI: 10.1038/s41598-025-89072-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 02/03/2025] [Indexed: 03/09/2025] Open
Abstract
As a complex joint disease, osteoarthritis (OA) increasingly affects the elderly. Currently, existing drugs cannot cure OA. There is an urgent need for new targets. Lactylation is closely related to inflammation and is an emerging target in treatment. However, the potential of lactylation-related genes (LRGs) in OA is poorly understood. This study identified differentially expressed lactylation-related genes (DELRGs) through bioinformatics analysis, constructed a model through a combination of various machine learning methods, and performed immune infiltration analysis, single-cell analysis and molecular docking to predict drugs. Mendelian randomization was used to study the causal relationships between eQTLs and the three types of osteoarthritis. Finally, we used RT-qPCR and CCK-8 assays to validate the results of the bioinformatics analysis. We generated a model with good diagnostic efficacy and seven hub genes, which revealed that osteoarthritis is associated with the infiltration of immune cells such as dendritic cells and macrophages, as well as with the cell communication between fibroblasts and macrophages. Azacitidine, with significant docking results, was obtained through seven hub genes. The results of RT-qPCR verified the expression of LRGs and CCK-8 assay indicated that azacitidine can significantly inhibit the proliferation of OA cells. Overall, we established a lactylation-based diagnostic model and obtained novel biomarkers, which are expected to lead to the development of new strategies for the diagnosis and treatment of OA.
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Affiliation(s)
- Shanjie Luan
- School of Basic Medical Sciences, Shandong University, 44 Wenhua Xi Road, Jinan, 250012, Shandong, China.
| | - Jian Luan
- Department of Spine Surgery, Qingdao Municipal Hospital, No. 5, Middle Dong Hai Road, Qingdao, 266000, Shandong, China
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Jain S, Vohora D. Primary components of MCT ketogenic diet are detrimental to bone loss associated with accelerated aging and age-related neurotoxicity in mice. Bone 2025; 192:117383. [PMID: 39732448 DOI: 10.1016/j.bone.2024.117383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 12/11/2024] [Accepted: 12/23/2024] [Indexed: 12/30/2024]
Abstract
Medium chained triglycerides (MCT) ketogenic diet is being extensively investigated for its neuroprotective effects against adverse effects associated with aging and neurodegenerative disorders. Aging is a common risk factor for the development of both osteoporosis and neurological disorders. Hence, suppression of aging and age-related neurodegeneration might contribute to delaying skeletal aging. The present study was designed to investigate the effects of the primary components of the MCT diet, against bone resorption associated with D-gal-induced accelerated aging and D-gal /AlCl3-induced age-related toxicity. We report bone loss in accelerated aged mice and age-related neurotoxic mice through declined Sirtuin1 (SIRT1) expression, depleted bone turnover markers, (P1NP and β-CTX-1), low bone mineral density (BMD), and deterioration of trabecular bone microarchitecture in both the distal femur and proximal tibia bones. Administration of MCT dietary components decanoic acid and octanoic acid, led to a decrease in body weight and only octanoic acid increased serum levels of ketone body, β-hydroxybutyrate (β-HB), but both of them failed to reverse the diminishing effects on bone health associated with aging and age-related neurotoxicity. Surprisingly, decanoic acid, octanoic acid, and their combination also exhibited negative effects on trabecular bone microarchitecture and BMD in the distal femur and proximal tibia bones of healthy mice. The findings from this study provide supporting evidence on the deterioration of bone health associated with aging and age-related neurotoxicity, and the bone resorption potential of MCT dietary supplements that are being prescribed in healthy older populations and elderly persons diagnosed with neurological disorders.
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Affiliation(s)
- Shreshta Jain
- Neurobehavioral Pharmacology Laboratory, Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi 110062, India
| | - Divya Vohora
- Neurobehavioral Pharmacology Laboratory, Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi 110062, India.
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Wang W, Liu X, Nan H, Li H, Yan L. Specific gut microbiota and serum metabolite changes in patients with osteoarthritis. Front Cell Dev Biol 2025; 13:1543510. [PMID: 40027098 PMCID: PMC11868077 DOI: 10.3389/fcell.2025.1543510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 01/20/2025] [Indexed: 03/05/2025] Open
Abstract
Introduction Recent research indicated a strong link between the gut microbiota and osteoarthritis. However, the complex interplay between the gut microbiota, serum metabolites, and the progression of osteoarthritis in affected individuals remains largely unexplored. This study aimed to investigate the characteristics of the gut microbiota and serum metabolites in patients with osteoarthritis. Methods Participants with either healthy knees or osteoarthritis were enrolled and categorized into healthy control (HC) and osteoarthritis (OA) groups. Fecal and blood samples were collected for 16S rRNA gene sequencing, metabolomic analysis via liquid chromatography-mass spectrometry (LC-MS), and integrated evaluation. Results The results showed no significant variation in gut microbiota richness and diversity between the two groups. However, the abundance of Bacteroides plebeius and Faecalibacterium prausnitzii was reduced in the OA group, both of which are known for their potential as next-generation probiotics for human health. Metabolomic analysis indicated that serum metabolites, including pyrogallol and 3-hydroxybutyrate (3HB), were significantly lower in the OA group. These metabolites are known to positively impact osteoarthritis progression and other diseases and demonstrated good diagnostic performance for distinguishing osteoarthritis patients from healthy controls. Correlation analysis revealed a positive correlation between Bacteroides plebeius and Faecalibacterium prausnitzii and between pyrogallol and 3HB. Discussion This study highlighted specific gut microbiota and serum metabolite profiles in osteoarthritis patients, suggesting that the specific changes in bacteria and derived metabolites are closely tied to osteoarthritis progression. This underscores the potential of gut microbiota and serum metabolites as modifiable elements and therapeutic targets for osteoarthritis prevention.
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Affiliation(s)
- Wendong Wang
- Department of Engineering Mechanics, Dalian University of Technology, Dalian, China
| | - Xincheng Liu
- Department of Articular Orthopaedics, The Second People’s Hospital of Dalian, Dalian, China
| | - Hao Nan
- Department of Articular Orthopaedics, The First People’s Hospital of Changzhou, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Huan Li
- Department of Articular Orthopaedics, The First People’s Hospital of Changzhou, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Litao Yan
- Department of Articular Orthopaedics, The First People’s Hospital of Changzhou, The Third Affiliated Hospital of Soochow University, Changzhou, China
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Monterrubio-Ledezma F, Salcido-Gómez A, Zavaleta-Vásquez T, Navarro-García F, Cisneros B, Massieu L. The anti-senescence effect of D-β-hydroxybutyrate in Hutchinson-Gilford progeria syndrome involves progerin clearance by the activation of the AMPK-mTOR-autophagy pathway. GeroScience 2025:10.1007/s11357-024-01501-9. [PMID: 39821043 DOI: 10.1007/s11357-024-01501-9] [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: 08/15/2024] [Accepted: 12/23/2024] [Indexed: 01/19/2025] Open
Abstract
D-β-hydroxybutyrate, BHB, has been previously proposed as an anti-senescent agent in vitro and in vivo in several tissues including vascular smooth muscle. Moreover, BHB derivatives as ketone esters alleviate heart failure. Here, we provide evidence of the potential therapeutic effect of BHB on Hutchinson-Gilford progeria syndrome (HGPS), a rare condition characterized by premature aging and heart failure, caused by the presence of progerin, the aberrant protein derived from LMNA/C gene c.1824C > T mutation. We have assessed several hallmarks of HGPS-senescent phenotype in vitro, such as progerin levels, nuclear morphometric aberrations, nucleolar expansion, cellular senescent morphology, SA-βGal-positive cells, H3K9me3 heterochromatin, γH2AX foci, Lamin B1, p21Waf1/Cip1 and p16CDKN2A abundance, and autophagy. Strikingly, BHB improved nuclear and nucleolar morphometrics, diminished the senescence-phenotype, and unstuck autophagy in HGPS as observed by an enhanced degradation of the cargo protein receptor SQSTM1/p62, suggesting the stimulation of the autophagic flux. Additionally, we observed a decrease in progerin abundance, the cause of senescence in HGPS. Furthermore, compound C, an inhibitor of AMPK, and SBI-0206965, an inhibitor of ULK1/2 and AMPK, which prevent autophagy activation, reversed BHB-induced progerin decline as well as its anti-senescent effect in an AMPK-mTORC1 dependent manner. Altogether, these results suggest that the anti-senescence effect of BHB involves progerin clearance by autophagy activation supporting the potential of BHB for HGPS therapeutics and further preclinical trials.
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Affiliation(s)
- Feliciano Monterrubio-Ledezma
- Department of Neuropathology, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México (UNAM), 04510, Mexico City, Mexico
- Department of Cell Biology, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), 07360, Mexico City, Mexico
| | - Ashley Salcido-Gómez
- Department of Neuropathology, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México (UNAM), 04510, Mexico City, Mexico
| | - Tania Zavaleta-Vásquez
- Department of Genetics and Molecular Biology, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), 07360, Mexico City, Mexico
| | - Fernando Navarro-García
- Department of Cell Biology, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), 07360, Mexico City, Mexico
| | - Bulmaro Cisneros
- Department of Genetics and Molecular Biology, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV-IPN), 07360, Mexico City, Mexico
| | - Lourdes Massieu
- Department of Neuropathology, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México (UNAM), 04510, Mexico City, Mexico.
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Han Z, Wang K, Ding S, Zhang M. Cross-talk of inflammation and cellular senescence: a new insight into the occurrence and progression of osteoarthritis. Bone Res 2024; 12:69. [PMID: 39627227 PMCID: PMC11615234 DOI: 10.1038/s41413-024-00375-z] [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: 01/31/2024] [Revised: 09/10/2024] [Accepted: 09/24/2024] [Indexed: 12/06/2024] Open
Abstract
Osteoarthritis (OA) poses a significant challenge in orthopedics. Inflammatory pathways are regarded as central mechanisms in the onset and progression of OA. Growing evidence suggests that senescence acts as a mediator in inflammation-induced OA. Given the lack of effective treatments for OA, there is an urgent need for a clearer understanding of its pathogenesis. In this review, we systematically summarize the cross-talk between cellular senescence and inflammation in OA. We begin by focusing on the mechanisms and hallmarks of cellular senescence, summarizing evidence that supports the relationship between cellular senescence and inflammation. We then discuss the mechanisms of interaction between cellular senescence and inflammation, including senescence-associated secretory phenotypes (SASP) and the effects of pro- and anti-inflammatory interventions on cellular senescence. Additionally, we focus on various types of cellular senescence in OA, including senescence in cartilage, subchondral bone, synovium, infrapatellar fat pad, stem cells, and immune cells, elucidating their mechanisms and impacts on OA. Finally, we highlight the potential of therapies targeting senescent cells in OA as a strategy for promoting cartilage regeneration.
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Affiliation(s)
- Zeyu Han
- Department of Foot and Ankle Surgery, Beijing Tongren Hospital, Capital Medical University, 100730, Beijing, PR China
| | - Ketao Wang
- Department of Foot and Ankle Surgery, Beijing Tongren Hospital, Capital Medical University, 100730, Beijing, PR China
| | - Shenglong Ding
- Department of Foot and Ankle Surgery, Beijing Tongren Hospital, Capital Medical University, 100730, Beijing, PR China
| | - Mingzhu Zhang
- Department of Foot and Ankle Surgery, Beijing Tongren Hospital, Capital Medical University, 100730, Beijing, PR China.
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Qin S, Zhang Y, Shi M, Miao D, Lu J, Wen L, Bai Y. In-depth organic mass cytometry reveals differential contents of 3-hydroxybutanoic acid at the single-cell level. Nat Commun 2024; 15:4387. [PMID: 38782922 PMCID: PMC11116506 DOI: 10.1038/s41467-024-48865-2] [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: 06/22/2023] [Accepted: 05/16/2024] [Indexed: 05/25/2024] Open
Abstract
Comprehensive single-cell metabolic profiling is critical for revealing phenotypic heterogeneity and elucidating the molecular mechanisms underlying biological processes. However, single-cell metabolomics remains challenging because of the limited metabolite coverage and inability to discriminate isomers. Herein, we establish a single-cell metabolomics platform for in-depth organic mass cytometry. Extended single-cell analysis time guarantees sufficient MS/MS acquisition for metabolite identification and the isomers discrimination while online sampling ensures the high-throughput of the method. The largest number of identified metabolites (approximately 600) are achieved in single cells and fine subtyping of MCF-7 cells is first demonstrated by an investigation on the differential levels of 3-hydroxybutanoic acid among clusters. Single-cell transcriptome analysis reveals differences in the expression of 3-hydroxybutanoic acid downstream antioxidative stress genes, such as metallothionein 2 (MT2A), while a fluorescence-activated cell sorting assay confirms the positive relationship between 3-hydroxybutanoic acid and target proteins; these results suggest that the heterogeneity of 3-hydroxybutanoic acid provides cancer cells with different ability to resist surrounding oxidative stress. Our method paves the way for deep single-cell metabolome profiling and investigations on the physiological and pathological processes that occur during cancer.
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Affiliation(s)
- Shaojie Qin
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Yi Zhang
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Mingying Shi
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Daiyu Miao
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China
| | - Jiansen Lu
- Biomedical Pioneering Innovative Center, School of Life Sciences, Peking University, Beijing, China
| | - Lu Wen
- Biomedical Pioneering Innovative Center, School of Life Sciences, Peking University, Beijing, China
| | - Yu Bai
- Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University, Beijing, China.
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7
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Nielsen RL, Monfeuga T, Kitchen RR, Egerod L, Leal LG, Schreyer ATH, Gade FS, Sun C, Helenius M, Simonsen L, Willert M, Tahrani AA, McVey Z, Gupta R. Data-driven identification of predictive risk biomarkers for subgroups of osteoarthritis using interpretable machine learning. Nat Commun 2024; 15:2817. [PMID: 38561399 PMCID: PMC10985086 DOI: 10.1038/s41467-024-46663-4] [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: 08/04/2023] [Accepted: 03/04/2024] [Indexed: 04/04/2024] Open
Abstract
Osteoarthritis (OA) is increasing in prevalence and has a severe impact on patients' lives. However, our understanding of biomarkers driving OA risk remains limited. We developed a model predicting the five-year risk of OA diagnosis, integrating retrospective clinical, lifestyle and biomarker data from the UK Biobank (19,120 patients with OA, ROC-AUC: 0.72, 95%CI (0.71-0.73)). Higher age, BMI and prescription of non-steroidal anti-inflammatory drugs contributed most to increased OA risk prediction ahead of diagnosis. We identified 14 subgroups of OA risk profiles. These subgroups were validated in an independent set of patients evaluating the 11-year OA risk, with 88% of patients being uniquely assigned to one of the 14 subgroups. Individual OA risk profiles were characterised by personalised biomarkers. Omics integration demonstrated the predictive importance of key OA genes and pathways (e.g., GDF5 and TGF-β signalling) and OA-specific biomarkers (e.g., CRTAC1 and COL9A1). In summary, this work identifies opportunities for personalised OA prevention and insights into its underlying pathogenesis.
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Affiliation(s)
| | | | | | - Line Egerod
- Novo Nordisk Research Centre Oxford, Oxford, UK
| | - Luis G Leal
- Novo Nordisk Research Centre Oxford, Oxford, UK
| | | | | | - Carol Sun
- Novo Nordisk Research Centre Oxford, Oxford, UK
| | | | | | | | | | - Zahra McVey
- Novo Nordisk Research Centre Oxford, Oxford, UK
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8
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Zheng YZ, Chen QR, Yang HM, Zhao JA, Ren LZ, Wu YQ, Long YL, Li TM, Yu Y. Modulation of gut microbiota by crude mulberry polysaccharide attenuates knee osteoarthritis progression in rats. Int J Biol Macromol 2024; 262:129936. [PMID: 38309391 DOI: 10.1016/j.ijbiomac.2024.129936] [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: 11/16/2023] [Revised: 01/24/2024] [Accepted: 01/31/2024] [Indexed: 02/05/2024]
Abstract
Mulberry (Morus alba L.), a kind of common fruits widely cultivated worldwide, has been proven various biological activities. However, its potential role in the progression of knee osteoarthritis (KOA) remains unclear. This study aims to investigate the potential protective effects of crude polysaccharide extracted from mulberry fruit, referred to as a complex blend of polysaccharides and other unidentified extracted impurities, on KOA progression. The KOA rats were established by injection of 1 mg sodium monoiodoacetate into knee, and administrated with crude mulberry polysaccharide (Mup) by gastric gavage for 4 weeks. Furthermore, intestinal bacteria clearance assay (IBCA) and fecal microbiota transplantation were conducted for the evaluation of the effect of gut microbiota (GM) on KOA. Our findings demonstrated that Mup, particularly at a dosage of 200 mg/kg, effectively improved abnormal gait patterns, reduced the level of inflammation, mitigated subchondral bone loss, restored compromised joint surfaces, alleviated cartilage destruction, and positively modulated the dysregulated profile of GM in KOA rats. Moreover, IBCA compromised the protective effects of Mup, while transplantation of fecal bacteria from Mup-treated rats facilitated KOA recovery. Collectively, our study suggested that Mup had the potential to ameliorate the progression of KOA, potentially through its modulation of GM profile.
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Affiliation(s)
- Yi-Zhou Zheng
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Qing-Rou Chen
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Hong-Mei Yang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Ji-Ao Zhao
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Ling-Zhi Ren
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Ye-Qun Wu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Yong-Ling Long
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China.
| | - Tong-Ming Li
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China.
| | - Yang Yu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China.
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