1
|
Wei J, Tan Z, Huang G, Zeng Y, Chen S, Yuan G, He S, Zhou Y. Anthocyanins Delay D-Galactose-Induced Mouse Liver Aging by Regulating the NF-κB/IKK Signaling Pathway. Food Sci Nutr 2025; 13:e70161. [PMID: 40255558 PMCID: PMC12005982 DOI: 10.1002/fsn3.70161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 02/28/2025] [Accepted: 04/01/2025] [Indexed: 04/22/2025] Open
Abstract
Aging is an intricate pathophysiological phenotype. It is the result of the combined action of various inflammatory factors and cytokines. Aging is closely related to inflammation, apoptosis, tumors, and other diseases. Anthocyanins are a kind of natural flavonoid, mainly contained in plant fruits such as bilberry, grape, purple sweet potato, and so on. These flavonoids have antioxidation, antiaging, and anti-inflammatory properties. It has been found that anthocyanins can effectively delay liver, ovary, and other organ aging. However, the biological mechanism by which anthocyanins alleviate aging phenotypes is still poorly understood. To simulate liver aging in mice, D-galactose was injected daily at 800 mg/kg to accelerate aging, and anthocyanins at 20 or 40 mg/kg were given as intervention treatments. The antiaging effect of anthocyanins was evaluated by body weight, inflammatory markers, and aging markers. Serum ALT and AST levels were measured, and liver histology was assessed using hematoxylin-eosin staining. In addition, we explored the molecular mechanism of anthocyanins delaying liver aging by detecting the expression levels of NF-κB/IKK signaling protein molecules. Our results indicate that anthocyanins can effectively delay mouse liver senescence induced by D-galactose. Analyses by Western blot demonstrated that anthocyanins inhibited the NF-κB/IKK signaling pathway, thereby inhibiting inflammation. In vitro, anthocyanins attenuate the D-galactose (D-gal)-induced aging in AML12 cells, as indicated by reduced aging-associated p21 and p16. Anthocyanins can similarly inhibit the NF-κB/IKK signal pathway in D-gal-induced aging in AML12 cells. Based on these findings, anthocyanins reduce liver aging in mice by regulating the NF-κB/IKK pathway.
Collapse
Affiliation(s)
- Jie Wei
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Zhi Tan
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Guozhen Huang
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Yonglian Zeng
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Shilian Chen
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Guandou Yuan
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Songqing He
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| | - Yi Zhou
- Division of Hepatobiliary SurgeryThe First Affiliated Hospital of Guangxi Medical UniversityNanningGuangxiChina
- Key Laboratory of Basic and Clinical Application Research for Hepatobiliary Diseases of GuangxiNanningGuangxiChina
- Guangxi Key Laboratory of Immunology and Metabolism for Liver DiseasesNanningGuangxiChina
| |
Collapse
|
2
|
Xu Q, Zheng B, Li T, Liu RH. Black goji berry anthocyanins extend lifespan and enhance the antioxidant defenses in Caenorhabditis elegans via the JNK-1 and DAF-16/FOXO pathways. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2025; 105:2282-2293. [PMID: 39483065 DOI: 10.1002/jsfa.13998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 09/24/2024] [Accepted: 10/18/2024] [Indexed: 11/03/2024]
Abstract
BACKGROUND The black goji berry (Lycium ruthenicum Murr.) is known for its abundance of high-quality natural antioxidants, particularly anthocyanins. Black goji berry anthocyanins (BGA) are receiving increasing attention because of their high safety and beneficial biological activities. Studies have shown that oxidative stress is a key factor affecting aging, whereas antioxidants are critical preventive and delaying strategies. RESULTS In the present study, we investigated the potential anti-aging effects and mechanism of BGA using the Caenorhabditis elegans model. We found that BGA prolonged the mean lifespan of nematodes and improve their healthspan, including locomotion, pharyngeal pumping rate and stress resistance. Subsequently, we observed a significant decrease in reactive oxygen species and malondialdehyde levels in nematodes after administering BGA. Moreover, BGA enhanced the activities of the antioxidant enzymes superoxide dismutase and catalase, and elevated the glutathione disulfide/glutathione ratio. We confirmed that BGA exerted excellent antioxidative stress activity in nematodes, which may contribute substantially to its anti-aging effects. The health benefits of BGA in C. elegans might be closely related to petunidin-3-O-glucoside, the most abundant anthocyanin in BGA. Further mechanistic investigation revealed that the JNK-1 and DAF-16/FOXO pathways, rather than the calorie restriction pathway, were responsible for the antioxidant stress and life-prolonging effects of BGA in nematodes. CONCLUSION Our research provides a theoretical foundation for studying the anti-aging effect of BGA and a basis for developing black goji berry and its anthocyanins as functional foods with anti-aging and antioxidative stress benefits. © 2024 Society of Chemical Industry.
Collapse
Affiliation(s)
- Qiuxiong Xu
- School of Food Science and Engineering, South China University of Technology, Guangzhou, China
- Research Institute for Food Nutrition and Human Health, Guangzhou, China
| | - Bisheng Zheng
- School of Food Science and Engineering, South China University of Technology, Guangzhou, China
- Research Institute for Food Nutrition and Human Health, Guangzhou, China
| | - Tong Li
- Department of Food Science, Stocking Hall, Cornell University, Ithaca, USA
| | - Rui Hai Liu
- Department of Food Science, Stocking Hall, Cornell University, Ithaca, USA
| |
Collapse
|
3
|
Cui B, Liu L, Qiao X, Shi T, Yin M, Xu S, Feng X, Shan Y. Anti-aging activities of an ethanolic extract of Lycium ruthenicum in Caenorhabditis elegans based on metabonomic analysis. Front Pharmacol 2025; 16:1498280. [PMID: 40083385 PMCID: PMC11903438 DOI: 10.3389/fphar.2025.1498280] [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: 09/18/2024] [Accepted: 01/13/2025] [Indexed: 03/16/2025] Open
Abstract
The fruits of Lycium ruthenicum Murr. (Solanaceae) are employed in ethnomedicine and used as a functional food. Their antioxidant, anti-aging, and hypolipidemic activities have been investigated in modern research. This study indicated that the ethanolic extract of the fruits of L. ruthenicum Murr. (LRM) improved oxidative and heat stress tolerance, reduced the accumulation of lipofuscin, and retarded the aging process in Caenorhabditis elegans (Rhabditidae). Furthermore, the pharyngeal pumping rate and body length decreased under LRM treatment. Moreover, metabolomic analysis and the DPClusO algorithm revealed that LRM regulated a series of lifespan-related pathways centered on glycine, serine, and threonine metabolism. These results suggest that LRM prolongs the lifespan of Caenorhabditis elegans via dietary restriction. Moreover, feruloyl putrescine, a kind of polyamine, was found in differential metabolites, which may be the metabolite of caffeoyl-spermidine in LRM. These findings from this exploratory study offer a new insight into the roles of L. ruthenicum in anti-aging activity as a functional food.
Collapse
Affiliation(s)
- Boya Cui
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Lanying Liu
- National Wolfberry Engineering Research Center, Institute of Wolfberry Engineering Technology, Ningxia Academy of Agriculture and Forestry Sciences, Yinchuan, China
| | - Xinmeng Qiao
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Tao Shi
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Min Yin
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Shu Xu
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Xu Feng
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| | - Yu Shan
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Memorial Sun Yat-Sen, Nanjing, China
| |
Collapse
|
4
|
Zhang Y, Dong W, Zhao M, Zhang J, Li L, Ma Y, Meng X, Wang Y. Identification and Analysis of Phenolic Compounds in Vaccinium uliginosum L. and Its Lipid-Lowering Activity In Vitro. Foods 2024; 13:3438. [PMID: 39517222 PMCID: PMC11545093 DOI: 10.3390/foods13213438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Revised: 10/19/2024] [Accepted: 10/25/2024] [Indexed: 11/16/2024] Open
Abstract
Vaccinium uliginosum L. (VU), rich in polyphenols, is an important wild berry resource primarily distributed in extremely cold regions. However, the detailed composition of Vaccinium uliginosum L. polyphenols (VUPs) has not been reported, which limits the development and utilization of VU. In this study, VU-free polyphenols (VUFPs) and VU-bound polyphenols (VUBPs) were, respectively, extracted using an ultrasonic, complex enzyme and alkali extraction method; the compositions were identified using ultra-performance liquid chromatography-electrospray ionization mass spectrometry, and lipid-lowering activity in vitro was evaluated. The results showed that 885 polyphenols and 47 anthocyanins were detected in the VUFPs and VUBPs, and 30 anthocyanin monomers were firstly detected in VU. Compared with the model group, the accumulation of lipid droplets and the total cholesterol and triglyceride contents in the high-concentration VUP group reduced by 36.95%, 65.82%, and 62.43%, respectively, and liver damage was also alleviated. It was also found that VUP can regulate the level of Asialoglycoprotein receptor 1, a new target for lipid lowering. In summary, this study provides a detailed report on VUP for the first time, confirming that VUP has lipid-lowering potential in vitro. These findings suggest new strategies and theoretical support for the development and utilization of VU, especially in the field of functional foods.
Collapse
Affiliation(s)
- Ying Zhang
- College of Food Science, Shenyang Agricultural University, Dongling Road 120, Shenhe District, Shenyang 110866, China
| | - Wenjiang Dong
- Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, National Center of Important Tropical Crops Engineering and Technology Research, Wanning 571533, China
| | - Manjun Zhao
- College of Food Science, Shenyang Agricultural University, Dongling Road 120, Shenhe District, Shenyang 110866, China
| | - Jiyue Zhang
- Spice and Beverage Research Institute, Chinese Academy of Tropical Agricultural Sciences, National Center of Important Tropical Crops Engineering and Technology Research, Wanning 571533, China
| | - Li Li
- College of Food Science, Shenyang Agricultural University, Dongling Road 120, Shenhe District, Shenyang 110866, China
| | - Yan Ma
- Center of Experiment Teaching, Shenyang Normal University, Shenyang 110034, China
| | - Xianjun Meng
- College of Food Science, Shenyang Agricultural University, Dongling Road 120, Shenhe District, Shenyang 110866, China
| | - Yuehua Wang
- College of Food Science, Shenyang Agricultural University, Dongling Road 120, Shenhe District, Shenyang 110866, China
| |
Collapse
|
5
|
Lin L, Tang R, Liu Y, Li Z, Li H, Yang H. Research on the anti-aging mechanisms of Panax ginseng extract in mice: a gut microbiome and metabolomics approach. Front Pharmacol 2024; 15:1415844. [PMID: 38966558 PMCID: PMC11222675 DOI: 10.3389/fphar.2024.1415844] [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: 04/11/2024] [Accepted: 05/29/2024] [Indexed: 07/06/2024] Open
Abstract
Introduction: Aged-related brain damage and gut microbiome disruption are common. Research affirms that modulating the microbiota-gut-brain axis can help reduce age-related brain damage. Methods: Ginseng, esteemed in traditional Chinese medicine, is recognized for its anti-aging capabilities. However, previous Ginseng anti-aging studies have largely focused on diseased animal models. To this end, efforts were hereby made to explore the potential neuroprotective effects of fecal microbiota transplantation (FMT) from Ginseng-supplemented aged mice to those pre-treated with antibiotics. Results: As a result, FMT with specific modifications in natural aging mice improved animal weight gain, extended the telomere length, anti-oxidative stress in brain tissue, regulated the serum levels of cytokine, and balanced the proportion of Treg cells. Besides, FMT increased the abundance of beneficial bacteria of Lachnospiraceae, Dubosiella, Bacteroides, etc. and decreased the levels of potential pathogenic bacteria of Helicobacter and Lachnoclostridium in the fecal samples of natural aged mice. This revealed that FMT remarkably reshaped gut microbiome. Additionally, FMT-treated aged mice showed increased levels of metabolites of Ursolic acid, β-carotene, S-Adenosylmethionine, Spermidine, Guanosine, Celecoxib, Linoleic acid, etc., which were significantly positively correlated with critical beneficial bacteria above. Additionally, these identified critical microbiota and metabolites were mainly enriched in the pathways of Amino acid metabolism, Lipid metabolism, Nucleotide metabolism, etc. Furthermore, FMT downregulated p53/p21/Rb signaling and upregulated p16/p14, ATM/synapsin I/synaptophysin/PSD95, CREB/ERK/AKT signaling in brain damage following natural aging. Discussion: Overall, the study demonstrates that reprogramming of gut microbiota by FMT impedes brain damage in the natural aging process, possibly through the regulation of microbiota-gut-brain axis.
Collapse
Affiliation(s)
- Longfei Lin
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Ruying Tang
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yuling Liu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Zhiyong Li
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Hui Li
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
- Institute of Traditional Chinese Medicine Health Industry, China Academy of Chinese Medical Sciences, Nanchang, China
| | - Hongjun Yang
- China Academy of Chinese Medical Sciences, Beijing, China
| |
Collapse
|
6
|
Jiang C, Chen Z, Liao W, Zhang R, Chen G, Ma L, Yu H. The Medicinal Species of the Lycium Genus (Goji Berries) in East Asia: A Review of Its Effect on Cell Signal Transduction Pathways. PLANTS (BASEL, SWITZERLAND) 2024; 13:1531. [PMID: 38891336 PMCID: PMC11174690 DOI: 10.3390/plants13111531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 06/21/2024]
Abstract
Natural plants contain numerous chemical compounds that are beneficial to human health. The berries from the Lycium genus are widely consumed and are highly nutritious. Moreover, their chemical constituents have attracted attention for their health-promoting properties. In East Asia, there are three varieties of the Lycium genus (Lycium barbarum L., Lycium chinense Miller, and L. ruthenicum Murray) that possess medicinal value and are commonly used for treating chronic diseases and improving metabolic disorders. These varieties are locally referred to as "red Goji berries" or "black Goji berries" due to their distinct colors, and they differ in their chemical compositions, primarily in terms of carotenoid and anthocyanin content. The pharmacological functions of these berries include anti-aging, antioxidant, anti-inflammatory, and anti-exercise fatigue effects. This review aims to analyze previous and recent studies on the active ingredients and pharmacological activities of these Lycium varieties, elucidating their signaling pathways and assessing their impact on the gut microbiota. Furthermore, the potential prospects for using these active ingredients in the treatment of COVID-19 are evaluated. This review explores the potential targets of these Lycium varieties in the treatment of relevant diseases, highlighting their potential value in drug development.
Collapse
Affiliation(s)
| | | | | | | | | | - Lijuan Ma
- Dr. Neher’s Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau 999078, China; (C.J.); (Z.C.); (W.L.); (R.Z.); (G.C.)
| | - Haijie Yu
- Dr. Neher’s Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau 999078, China; (C.J.); (Z.C.); (W.L.); (R.Z.); (G.C.)
| |
Collapse
|
7
|
Liu Q, Wang Y, Wan Y, Liang Y, Tan Y, Wei M, Hou T. Selenium- and/or Zinc-Enriched Egg Diet Improves Oxidative Damage and Regulates Gut Microbiota in D-Gal-Induced Aging Mice. Nutrients 2024; 16:512. [PMID: 38398836 PMCID: PMC10893158 DOI: 10.3390/nu16040512] [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: 01/03/2024] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Eggs, with their high nutritional value, are great carriers for enriching nutrients. In this study, selenium- and/or zinc-enriched eggs (SZE) were obtained and their effects on ameliorating oxidative stress injury, alleviating cognitive impairment, and maintaining intestinal flora balance in a D-gal-induced aging mice model were investigated. As determined by the Y-maze test, SZE restored the learning and memory abilities and increased the Ach level and AChE activity of aging mice (p < 0.05). Meanwhile, supplementation of low-dose SZE increased antioxidant levels and decreased inflammation levels (p < 0.05). High-dose SZE increased anti-inflammatory levels but were less effective than low dose. Additionally, SZE maintained the intestinal flora balance and significantly increased the ratio of Firmicutes and Bacteroidota. Blautia, as a probiotic, was negatively correlated with pro-inflammatory factors and positively correlated with antioxidant levels (p < 0.05). These results suggest that SZE might improve organ damage and cognitive function by attenuating oxidative stress and inflammatory response and maintaining healthy gut flora.
Collapse
Affiliation(s)
- Qiaocui Liu
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China;
| | - Yulin Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, China;
| | - Yuan Wan
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
| | - Yu Liang
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
| | - Yali Tan
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
| | - Mengya Wei
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
| | - Tao Hou
- Key Laboratory of Egg Processing, Ministry of Agriculture and Rural Affairs, Wuhan 430000, China; (Q.L.); (Y.W.); (Y.L.); (Y.T.); (M.W.)
- Key Laboratory of Environment Correlative Dietology, Ministry of Education, Huazhong Agricultural University, Wuhan 430070, China
| |
Collapse
|
8
|
Yu Z, Peng W, Li F, Fu X, Wang J, Ding H, Li M, Wu H. Integrated metabolomics and transcriptomics to reveal biomarkers and mitochondrial metabolic dysregulation of premature ovarian insufficiency. Front Endocrinol (Lausanne) 2023; 14:1280248. [PMID: 38179298 PMCID: PMC10764474 DOI: 10.3389/fendo.2023.1280248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 11/24/2023] [Indexed: 01/06/2024] Open
Abstract
Background The metabolic characteristics of premature ovarian insufficiency (POI), a reproductive endocrine disease characterized by abnormal sex hormone metabolism and follicle depletion, remain unclear. Metabolomics is a powerful tool for exploring disease phenotypes and biomarkers. This study aims to identify metabolic markers and construct diagnostic models, and elucidate the underlying pathological mechanisms for POI. Methods Non-targeted metabolomics was utilized to characterize the plasma metabolic profile of 40 patients. The metabolic markers were identified through bioinformatics and machine learning, and constructed an optimal diagnostic model by classified multi-model analysis. Enzyme-linked immunosorbent assay (ELISA) was used to verify antioxidant indexes, mitochondrial enzyme complexes, and ATP levels. Finally, integrated transcriptomics and metabolomics were used to reveal the dysregulated pathways and molecular regulatory mechanisms of POI. Results The study identified eight metabolic markers significantly correlated with ovarian reserve function. The XGBoost diagnostic model was developed based on six machine learning models, demonstrating its robust diagnostic performance and clinical applicability through the evaluation of receiver operating characteristic (ROC) curve, decision curve analysis (DCA), calibration curve, and precise recall (PR) curve. Multi-omics analysis showed that mitochondrial respiratory chain electron carrier (CoQ10) and enzyme complex subunits were down-regulated in POI. ELISA validation revealed an elevation in oxidative stress markers and a reduction in the activities of antioxidant enzymes, CoQ10, and mitochondrial enzyme complexes in POI. Conclusion Our findings highlight that mitochondrial dysfunction and energy metabolism disorders are closely related to the pathogenesis of POI. The identification of metabolic markers and predictive models holds significant implications for the diagnosis, treatment, and monitoring of POI.
Collapse
Affiliation(s)
| | - Weilong Peng
- School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China
| | - Feiwen Li
- Guangxi Reproductive Medical Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaoqian Fu
- Guangxi Reproductive Medical Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jiajia Wang
- Department of Obstetrics and Gynecology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
| | | | - Mujun Li
- Guangxi Reproductive Medical Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Huimei Wu
- Guangxi Reproductive Medical Center, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| |
Collapse
|
9
|
Lee HS, Choi CI. Black Goji Berry ( Lycium ruthenicum Murray): A Review of Its Pharmacological Activity. Nutrients 2023; 15:4181. [PMID: 37836464 PMCID: PMC10574788 DOI: 10.3390/nu15194181] [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: 08/23/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
Lycium ruthenicum Murray (LRM; commonly known as black goji berry or black wolfberry), a plant in the Solanaceae family, grows in the deserts of China's Qinghai-Tibet plateau. LRM is widely consumed in traditional Chinese medicine, and its fruits are frequently used as herbal remedies to treat heart disease, fatigue, inflammation, and other conditions. Many studies have reported that LRM is rich in functional phytochemicals, such as anthocyanins and polysaccharides, and has various pharmacological actions. This article reviews research on the biological and pharmacological effects of the constituents of LRM fruits. LRM has various pharmacological properties, such as antioxidant, anti-inflammatory, anti-radiation, immune-enhancing, anti-tumor, and protective effects. LRM has much promise as a dietary supplement for preventing many types of chronic metabolic disease.
Collapse
Affiliation(s)
| | - Chang-Ik Choi
- Integrated Research Institute for Drug Development, College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Republic of Korea;
| |
Collapse
|