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Diao X, Qin J, Dong C, He L, Zhang W. Integrative transcriptomic and metabolomic analyses reveal the role of melatonin in promoting secondary hair follicle development in cashmere goats. BMC Genomics 2025; 26:200. [PMID: 40016679 PMCID: PMC11866715 DOI: 10.1186/s12864-025-11389-0] [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: 01/05/2025] [Accepted: 02/20/2025] [Indexed: 03/01/2025] Open
Abstract
BACKGROUND Melatonin improves the production performance of animal furs, particularly in promoting wool and cashmere growth. Although most studies of melatonin enhancing cashmere growth have focused primarily on gene and phenotype levels, its impact on metabolites has not received attention. To investigate the influence of melatonin on metabolites, genes, gene‒metabolite interactions, and associated signaling pathways in secondary hair follicles (SHFs), we performed multiomics analyses of skin and blood samples collected 30 days after sustained melatonin release. RESULTS The results demonstrated that two melatonin interventions during SHF anagen in cashmere goats induce the early growth of SHFs, increase the active secondary follicle density (ASFD), and improve cashmere yield and quality. Transcriptomic analysis revealed 509 differentially expressed genes (DEGs), including key genes such as KRTs and KRTAPs, and genes associated with the WNT signaling pathway (LEF1, WNT3/4, and FZD3/5), suggesting their critical roles in melatonin-mediated SHF development. Metabolomic analysis revealed 842 metabolites in the skin samples and 1,162 in the blood samples. Among these, 177 differentially regulated metabolites (DRMs) in the skin were significantly enriched in pathways such as alpha-linolenic acid metabolism, glyoxylate and dicarboxylate metabolism, the citrate cycle (TCA cycle), and several amino acid metabolic pathways. Similarly, 122 DRMs in the blood were enriched in pathways related to protein digestion and absorption, central carbon metabolism in cancer, and aminoacyl-tRNA biosynthesis. Finally, the integrative analysis revealed partially coenriched metabolic pathways and relationships between DEGs and DRMs. CONCLUSIONS In summary, by integrating transcriptomics and metabolomics, this study provides novel insights into the role of melatonin in promoting SHF development. Furthermore, these findings establish a theoretical foundation for the broader application of melatonin-based technologies to promote cashmere growth.
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Affiliation(s)
- Xiaogao Diao
- Sanya Institute of China Agricultural University, Sanya, 572024, China
- State Key Laboratory of Animal Nutrition and Feeding, SKLANF, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, P. R. China
| | - Jiaxin Qin
- State Key Laboratory of Animal Nutrition and Feeding, SKLANF, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, P. R. China
| | - Chenxi Dong
- State Key Laboratory of Animal Nutrition and Feeding, SKLANF, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, P. R. China
| | - Liwen He
- State Key Laboratory of Animal Nutrition and Feeding, SKLANF, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, P. R. China
| | - Wei Zhang
- State Key Laboratory of Animal Nutrition and Feeding, SKLANF, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, P. R. China.
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Peng L, Zhao X, Shen L, Zhang L, Han Y, Li L, Jiang M. Causal Relationship Between Blood Metabolomics and Female Pattern Hair Loss: A Bidirectional Mendelian Randomization Study. Clin Cosmet Investig Dermatol 2025; 18:383-392. [PMID: 39991105 PMCID: PMC11844202 DOI: 10.2147/ccid.s494185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 02/08/2025] [Indexed: 02/25/2025]
Abstract
Background Metabolic disorders have been hypothesized to be associated with female-pattern hair loss. However, ambiguity persists regarding the causality and directionality of the relationship between blood metabolites and female hair loss patterns. Methods To evaluate the causal relationship between 1400 blood metabolites and female pattern hair loss, we conducted a bidirectional Mendelian randomization analysis using publicly available summary data from genome-wide association studies. The primary analyses employed the inverse variance weighted method supplemented by the weighted median, MR-Egger, and weighted mode approaches. To control for multiple testing, the false discovery rate method was applied to adjust P values. The leave-one-out method was employed for the sensitivity analysis. Heterogeneity was evaluated using Cochran's Q value, whereas horizontal pleiotropy was assessed using MR-Egger intercept and MR-PRESSO. Additionally, metabolic pathway analysis was performed for the metabolites that demonstrated significant correlations. We further performed colocalization analysis to delve into the underlying causality. Results After rigorous selection, 23 metabolites and 4 metabolic ratios were associated with female-pattern hair loss. There were no noticeable outliers, horizontal pleiotropy, or heterogeneity. Metabolic pathway analysis identified one significant pathway: fructose/mannose metabolism (P < 0.05). In the reverse analysis, dimethylglycine was identified as overlapping with the forward analysis results, thereby removing it from the final analysis. Conclusion Through integration of genomic and metabolomic data, we identified blood metabolites that may be associated with the development of female pattern hair loss. Our findings provide novel insights into the pathogenic mechanisms of this condition. These findings have significant implications for early diagnosis, preventive measures, and treatment.
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Affiliation(s)
- Lin Peng
- Department of Dermatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Xu Zhao
- School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Liangliang Shen
- Department of Dermatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Lili Zhang
- Department of Dermatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Yu Han
- Department of Dermatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Lutong Li
- School of Medicine, Tongji University, Shanghai, People’s Republic of China
| | - Miao Jiang
- Department of Dermatology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People’s Republic of China
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Qiao Y, Gu M, Wang X, Chen R, Kong L, Li S, Li J, Liu Q, Hou S, Wang Z. Revealing Dynamics of Protein Phosphorylation: A Study on the Cashmere Fineness Disparities in Liaoning Cashmere Goats. Mol Biotechnol 2024:10.1007/s12033-024-01244-0. [PMID: 39117978 DOI: 10.1007/s12033-024-01244-0] [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: 11/24/2023] [Accepted: 07/18/2024] [Indexed: 08/10/2024]
Abstract
Exploring the landscape of protein phosphorylation, this investigation focuses on skin samples from LCG (Liaoning Cashmere Goats), characterized by different levels of cashmere fineness. Employing LC-MS/MS technology, we meticulously scrutinized FT-LCG (fine-type Liaoning Cashmere Goats) and CT-LCG (coarse-type Liaoning Cashmere Goats). Identifying 512 modified proteins, encompassing 1368 phosphorylated peptide segments and 1376 quantifiable phosphorylation sites, our exploration further revealed consistent phosphorylation sites in both groups. Analysis of phosphorylated peptides unveiled kinase substrates, prominently featuring Protein Kinase C, Protein Kinase B and MAPK3-MAPK1-MAPK7-NLK-group. Differential analysis spotlighted 28 disparate proteins, comprising six upregulated and twenty-two downregulated. Cluster analysis showcased the robust clustering efficacy of the two sample groups. GO (Gene Ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) enrichment analyses underscored the significance of the purine metabolism pathway, suggesting its pivotal role in modulating cashmere fineness in LCG. Notably, through differential protein analysis, two crucial proteins were identified: HSL-X (hormone-sensitive lipase isoform X1) and KPRP (keratinocyte proline-rich protein). Further evidence supports LIPE and KPRP as key genes regulating cashmere fineness, paving the way for promising avenues in further research. These findings not only contribute to a nuanced understanding of protein-level dynamics in cashmere but also provide a theoretical foundation for the selective breeding of superior Liaoning Cashmere Goat strands.
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Affiliation(s)
- Yanjun Qiao
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Ming Gu
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Xiaowei Wang
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Rui Chen
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Lingchao Kong
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Shuaitong Li
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Jiaqi Li
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Qingkun Liu
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Sibing Hou
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China
| | - Zeying Wang
- College of Animal Science & Veterinary Medicine, Shenyang Agricultural University, Shenyang, 110866, China.
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Chen L, Yu Q, Guo F, Wang X, Cai Z, Zhou Q. Neurotensin counteracts hair growth inhibition induced by chronic restraint stress. Exp Dermatol 2024; 33:e14990. [PMID: 38071436 DOI: 10.1111/exd.14990] [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: 05/05/2023] [Revised: 10/30/2023] [Accepted: 11/23/2023] [Indexed: 01/30/2024]
Abstract
Stress has been considered as a potential trigger for hair loss through the neuroendocrine-hair follicle (HF) axis. Neurotensin (NTS), a neuropeptide, is known to be dysregulated in the inflammatory-associated skin diseases. However, the precise role of NTS in stress-induced hair loss is unclear. To investigate the function and potential mechanisms of NTS in stress-induced hair growth inhibition, we initially detected the expression of neurotensin receptor (Ntsr) and NTS in the skin tissues of stressed mice by RNA-sequencing and ELISA. We found chronic restraint stress (CRS) significantly decreased the expression of both NTS and Ntsr in the skin tissues of mice. Intracutaneous injection of NTS effectively counteracted CRS-induced inhibition of hair growth in mice. Furthermore, NTS regulated a total of 1093 genes expression in human dermal papilla cells (HDPC), with 591 genes being up-regulated and 502 genes being down-regulated. GO analysis showed DNA replication, cell cycle, integral component of plasma membrane and angiogenesis-associated genes were significantly regulated by NTS. KEGG enrichment demonstrated that NTS also regulated genes related to the Hippo signalling pathway, axon guidance, cytokine-cytokine receptor interaction and Wnt signalling pathway in HDPC. Our results not only uncovered the potential effects of NTS on stress-induced hair growth inhibition but also provided an understanding of the mechanisms at the gene transcriptional level.
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Affiliation(s)
- Lingjing Chen
- Department of Dermatology, Hangzhou Children's Hospital, Hangzhou, China
| | - Qing Yu
- Department of Dermatology and Venereology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Dermatology, Yuyao People's Hospital, Ningbo, China
| | - Feiying Guo
- Department of Dermatology and Venereology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Dermatology, Affiliated Huzhou Hospital, Zhejiang University School of Medicine, Huzhou, China
| | - Xuewen Wang
- Department of Dermatology and Venereology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhenying Cai
- Department of Dermatology and Venereology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qiang Zhou
- Department of Dermatology and Venereology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Xie L, Zhang J, Zeng P, Feng Y, Wu X. The Membrane Phospholipidomics Research of Oxidatively Damaged INS-1 Pancreatic Beta Cells Intervened by the Effective Constituents of Anemarrhenae Asphodeloides Rhizoma. Chem Biodivers 2023; 20:e202300578. [PMID: 37458474 DOI: 10.1002/cbdv.202300578] [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: 04/22/2023] [Accepted: 07/17/2023] [Indexed: 08/01/2023]
Abstract
The rhizoma of Anemarrhenae asphodeloides has a long history of hypoglycemic use in Chinese traditional medicine. In this article, 400 μmol/L H2 O2 induced normal INS-1 pancreatic beta cells to establish experimental model of oxidative damage. Quercetin was used as a positive drug, and mangiferin and its ethanolic extract were selected as therapeutic agents in an oxidative damage model to evaluate the ameliorative effect of the active ingredients of Anemarrhenae asphodeloides rhizoma on oxidative damage in INS-1 pancreatic β-cells. Building a qualitative analysis method of membrane phospholipids of INS-1 pancreatic beta cells and identified 82 phospholipids based on the UPLC/Q-TOF MS technology, which could provide a database for further statistics analysis. OPLS-DA was used to screen the phospholipid biomarkers from the raw data. Exploring the biological significances of these biomarkers, and discussing the toxic effect of the effective components of Anemarrhena asphodeloides rhizoma, on oxidatively damaged INS-1 pancreatic beta cell.
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Affiliation(s)
- Luming Xie
- New Drug Research and Development Center, Guangdong Pharmaceutical University, 510006, Guangzhou, China
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, Guangdong Pharmaceutical University, 510006, Guangzhou, P. R. China
| | - Jing Zhang
- New Drug Research and Development Center, Guangdong Pharmaceutical University, 510006, Guangzhou, China
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, Guangdong Pharmaceutical University, 510006, Guangzhou, P. R. China
| | - Pingyan Zeng
- New Drug Research and Development Center, Guangdong Pharmaceutical University, 510006, Guangzhou, China
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, Guangdong Pharmaceutical University, 510006, Guangzhou, P. R. China
| | - Yifan Feng
- New Drug Research and Development Center, Guangdong Pharmaceutical University, 510006, Guangzhou, China
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, Guangdong Pharmaceutical University, 510006, Guangzhou, P. R. China
| | - Xia Wu
- New Drug Research and Development Center, Guangdong Pharmaceutical University, 510006, Guangzhou, China
- Guangdong Provincial Key Laboratory of Advanced Drug Delivery, Guangdong Provincial Engineering Center of Topical Precise Drug Delivery System, Guangdong Pharmaceutical University, 510006, Guangzhou, P. R. China
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Xu Y, Cai W, Chen R, Zhang X, Bai Z, Zhang Y, Qin Y, Gu M, Sun Y, Wu Y, Wang Z. Metabolomic Analysis and MRM Verification of Coarse and Fine Skin Tissues of Liaoning Cashmere Goat. Molecules 2022; 27:molecules27175483. [PMID: 36080249 PMCID: PMC9457707 DOI: 10.3390/molecules27175483] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 08/17/2022] [Accepted: 08/25/2022] [Indexed: 11/16/2022] Open
Abstract
One of the critical elements in evaluating the quality of cashmere is its fineness, but we still know little about how it is regulated at the metabolic level. In this paper, we use UHPLC–MS/MS detection and analysis technology to compare the difference in metabolites between coarse cashmere (CT_LCG) and fine cashmere (FT_LCG) skin of Liaoning cashmere goats. According to the data, under positive mode four metabolites were significantly up-regulated and seven were significantly down-regulated. In negative mode, seven metabolites were significantly up-regulated and fourteen metabolites were significantly down-regulated. The two groups’ most significant metabolites, Gly–Phe and taurochenodeoxycholate, may be crucial in controlling cashmere’s growth, development, and fineness. In addition, we enriched six KEGG pathways, of which cholesterol metabolism, primary bile acid biosynthesis, and bile secretion were enriched in positive and negative modes. These findings offer a new research idea for further study into the critical elements influencing cashmere’s fineness.
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