1
|
Wang Z, Zhang T, Tang M. Navigating nanotoxicity: Unraveling nanomaterial-induced effects via multi-omics integration. NANOIMPACT 2025; 38:100565. [PMID: 40383513 DOI: 10.1016/j.impact.2025.100565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 04/14/2025] [Accepted: 05/12/2025] [Indexed: 05/20/2025]
Abstract
The growing use of nanomaterials in industry and medicine raises significant concerns about their safety, particularly regarding their interactions with biological systems. Traditional toxicological methods, with limited throughput and mechanistic understanding, are increasingly being complemented by omics technologies. Genomics, transcriptomics, proteomics, and metabolomics provide comprehensive insights into the molecular mechanisms of nanomaterial toxicity and enable the identification of potential biomarkers. In addition, single-cell and spatial omics approaches are emerging as powerful tools to assess toxicity at the cellular and tissue levels, revealing heterogeneous responses and spatial distribution of nanomaterials. Despite their advantages, omics technologies face challenges in nanotoxicology, including large, complex data sets, integration difficulties, and a lack of standardized protocols. To address these challenges, we propose the development of new bioinformatics tools, multi-omics integration platforms, and standardized analysis processes to enhance research efficiency and accuracy. These efforts can provide a practical roadmap for integrating the application of omics technologies, including single-cell and spatial approaches, in the study of nanomaterial toxicity studies.
Collapse
Affiliation(s)
- Zhihui Wang
- Key Laboratory of Environmental Medicine and Engineering, Ministry of Education; School of Public Health, Southeast University, Nanjing 210009, People's Republic of China
| | - Ting Zhang
- Key Laboratory of Environmental Medicine and Engineering, Ministry of Education; School of Public Health, Southeast University, Nanjing 210009, People's Republic of China.
| | - Meng Tang
- Key Laboratory of Environmental Medicine and Engineering, Ministry of Education; School of Public Health, Southeast University, Nanjing 210009, People's Republic of China.
| |
Collapse
|
2
|
Zhou H, Chen Q, Ma L, Li G, Kang X, Tang J, Wang H, Li S, Sun Y, Chang X. Hsa_circ_0001944 Regulates FXR/TLR4 Pathway and Ferroptosis to Alleviate Nickel Oxide Nanoparticles-Induced Collagen Formation in LX-2 Cells. TOXICS 2025; 13:265. [PMID: 40278581 PMCID: PMC12031114 DOI: 10.3390/toxics13040265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 03/19/2025] [Accepted: 03/30/2025] [Indexed: 04/26/2025]
Abstract
Nickel oxide nanoparticles (NiONPs) can induce liver fibrosis, and their mechanism may be related to non-coding RNA, nuclear receptor signal transduction and ferroptosis, but the regulatory relationship between them is not clear. In this study, we aimed to investigate the role of hsa_circ_0001944 in regulating the Farnesol X receptor (FXR)/Toll-like receptor 4 (TLR4) pathway and ferroptosis in NiONPs-induced collagen deposition. We observed decreased FXR expression, increased TLR4 expression and alterations in ferroptosis features in both the rat liver fibrosis and the LX-2 cell collagen deposition model. To investigate the regulatory relationship among FXR, TLR4 and ferroptosis, we treated LX-2 cells with FXR agonist (GW4064), TLR4 inhibitor (TAK-242) and ferroptosis agonist (Erastin) combined with NiONPs. The results showed that TAK-242 alleviated collagen deposition by increasing ferroptosis features. Furthermore, GW4064 reduced the expression of TLR4, increased the ferroptosis features and alleviated collagen deposition. The results indicated that FXR inhibited the expression of TLR4 and enhanced the ferroptosis features, which were involved in the process of collagen deposition in LX-2 cells induced by NiONPs. Subsequently, we predicted that hsa_circ_0001944 might regulate FXR through bioinformatics analysis, and found NiONPs reduced the expression of hsa_circ_0001944 in LX-2 cells. Overexpression of hsa_circ_0001944 increased FXR level, reduced TLR4 level, increased the ferroptosis features and alleviated collagen deposition in LX-2 cells. In summary, we demonstrated that hsa_circ_0001944 regulates the FXR/TLR4 pathway and ferroptosis alleviate collagen formation induced by NiONPs.
Collapse
Affiliation(s)
- Haodong Zhou
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Qingyang Chen
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Lijiao Ma
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Gege Li
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Xi Kang
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Jiarong Tang
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Hui Wang
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Sheng Li
- The No. 2 People’s Hospital of Lanzhou, Lanzhou 730046, China;
| | - Yingbiao Sun
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| | - Xuhong Chang
- School of Public Health, Lanzhou University, Lanzhou 730000, China; (H.Z.); (Q.C.); (L.M.); (G.L.); (X.K.); (J.T.); (H.W.); (Y.S.)
| |
Collapse
|
3
|
Zhou X, Liao J, Lei Z, Yao H, Zhao L, Yang C, Zu Y, Zhao Y. Nickel-based nanomaterials: a comprehensive analysis of risk assessment, toxicity mechanisms, and future strategies for health risk prevention. J Nanobiotechnology 2025; 23:211. [PMID: 40087769 PMCID: PMC11909927 DOI: 10.1186/s12951-025-03248-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 02/18/2025] [Indexed: 03/17/2025] Open
Abstract
Nickel-based nanomaterials (NBNs) have seen a surge in usage across a variety of applications. However, the widespread use of NBNs has led to increased human exposure, raising questions about their associated health risks, both in the short and long term. Additionally, the spread of NBNs in the environment has attracted considerable attention, emerging as a vital focus for research and development. This review aims to provide an in-depth assessment of the current understanding of NBNs toxicity, the mechanisms underlying their toxicological effects, and the strategies for mitigating associated health risks. We begin by examining the physicochemical properties of NBNs, such as particle size, composition and surface functionalization, which are key determinants of their biological interactions and toxicity. Then, through an extensive analysis of in vitro and in vivo studies, we highlight the adverse effects of NBNs exposure, including the generation of reactive oxygen species (ROS), oxidative stress, inflammation, cytotoxicity, genotoxicity, and immunotoxicity. To address the potential health risks associated with NBNs, we propose future strategies for risk prevention, including the development of safer nanomaterial designs, implementation of stringent regulatory guidelines, and advancement of novel toxicity testing approaches.
Collapse
Affiliation(s)
- Xiaoting Zhou
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, 100049, China
- College of Basic Medicine, Ningxia Medical University, Yinchuan, 750004, China
| | - Jiaqi Liao
- College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou, 412007, China
| | - Zipeng Lei
- Clinical College of the Third Medical Center of Chinese PLA General Hospital, The Fifth Clinical Medical College of Anhui Medical University, Hefei, 230032, Anhui, China
| | - Huiqin Yao
- College of Basic Medicine, Ningxia Medical University, Yinchuan, 750004, China
| | - Le Zhao
- National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Chun Yang
- College of Life Sciences and Chemistry, Hunan University of Technology, Zhuzhou, 412007, China.
| | - Yan Zu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, 100049, China.
| | - Yuliang Zhao
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, 100049, China
- National Center for Nanoscience and Technology, Beijing, 100190, China
| |
Collapse
|
4
|
Mo Y, Zhang Y, Zhang Q. The pulmonary effects of nickel-containing nanoparticles: Cytotoxicity, genotoxicity, carcinogenicity, and their underlying mechanisms. ENVIRONMENTAL SCIENCE. NANO 2024; 11:1817-1846. [PMID: 38984270 PMCID: PMC11230653 DOI: 10.1039/d3en00929g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
With the exponential growth of the nanotechnology field, the global nanotechnology market is on an upward track with fast-growing jobs. Nickel (Ni)-containing nanoparticles (NPs), an important class of transition metal nanoparticles, have been extensively used in industrial and biomedical fields due to their unique nanostructural, physical, and chemical properties. Millions of people have been/are going to be exposed to Ni-containing NPs in occupational and non-occupational settings. Therefore, there are increasing concerns over the hazardous effects of Ni-containing NPs on health and the environment. The respiratory tract is a major portal of entry for Ni-containing NPs; thus, the adverse effects of Ni-containing NPs on the respiratory system, especially the lungs, have been a focus of scientific study. This review summarized previous studies, published before December 1, 2023, on cytotoxic, genotoxic, and carcinogenic effects of Ni-containing NPs on humans, lung cells in vitro, and rodent lungs in vivo, and the potential underlying mechanisms were also included. In addition, whether these adverse effects were induced by NPs themselves or Ni ions released from the NPs was also discussed. The extra-pulmonary effects of Ni-containing NPs were briefly mentioned. This review will provide us with a comprehensive view of the pulmonary effects of Ni-containing NPs and their underlying mechanisms, which will shed light on our future studies, including the urgency and necessity to produce engineering Ni-containing NPs with controlled and reduced toxicity, and also provide the scientific basis for developing nanoparticle exposure limits and policies.
Collapse
Affiliation(s)
- Yiqun Mo
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, Louisville, KY, USA
| | - Yue Zhang
- Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Qunwei Zhang
- Department of Epidemiology and Population Health, School of Public Health and Information Sciences, University of Louisville, Louisville, KY, USA
| |
Collapse
|
5
|
Tang J, Zhao H, Li K, Zhou H, Chen Q, Wang H, Li S, Xu J, Sun Y, Chang X. Intestinal microbiota promoted NiONPs-induced liver fibrosis via effecting serum metabolism. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 270:115943. [PMID: 38194811 DOI: 10.1016/j.ecoenv.2024.115943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 12/29/2023] [Accepted: 01/03/2024] [Indexed: 01/11/2024]
Abstract
Nickel oxide nanoparticles (NiONPs) are toxic heavy metal compounds that induce liver fibrosis and metabolic disorders. Current research shows that the intestinal microbiota regulates liver metabolism through the gut-liver axis. However, it is unclear whether NiONPs affect the intestinal microbiota and the relationship between microbiota and liver metabolic disorders. Therefore, in this study, we established liver fibrosis model by administering 0.015, 0.06 and 0.24 mg/mL NiONPs through tracheal instillation twice a week for 9 weeks in rats, then we collected serum and fecal sample for whole metabolomics and metagenomic sequencing. As the result of sequencing, we screened out seven metabolites (beta-D-glucuronide, methylmalonic acid, linoleic acid, phosphotidylcholine, lysophosphatidylinositol, docosapentaenoic acid and progesterone) that related to functional alterations (p < 0.05), and obtained a decrease of probiotics abundances (p < 0.05) as well as a variation of the microbiota enzyme activity (p < 0.05), indicating that NiONPs inhibited the proliferation of probiotics. As the result of correlation analysis, we found a positive correlation between differential metabolites and probiotics, such as lysophosphatidylinositol was positively correlated with Desulfuribacillus, Jeotgallibacillus and Rummeliibacillus (p < 0.05). We also found that differential metabolites had correlations with differential proteins and enzymes of intestinal microbiota, such as glucarate dehydratase, dihydroorotate dehydrogenase and acetyl-CoA carboxylase (p < 0.05). Finally, we screened six metabolic pathways with both differential intestinal microbiota enzymes and metabolites were involved, such as pentose and glucuronate interconversions, and linoleic acid metabolism. In vitro experiments showed that NiONPs increased the transcriptional expression of Col1A1 in LX-2 cells, while reducing the mRNA expression of serine/threonine activators, acetyl coenzyme carboxylase, and lysophosphatidylinositol synthase, and short chain fatty acid sodium butyrate can alleviate these variation trends. The results proved that the intestinal microbiota enzyme systems were associated with serum metabolites, suggesting that the disturbance of intestinal microbiota and reduction of probiotics promoted the occurrence and development of NiONPs-induced liver fibrosis by affecting metabolic pathways.
Collapse
Affiliation(s)
- Jiarong Tang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Hongjun Zhao
- Quzhou People's Hospital, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou 324000, China
| | - Kun Li
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Haodong Zhou
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Qingyang Chen
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Hui Wang
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Sheng Li
- Pulmonary Hospital of Lanzhou, Public Health Department, Lanzhou 730000, China
| | - Jianguang Xu
- Quzhou People's Hospital, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou 324000, China
| | - Yingbiao Sun
- Department of Toxicology, School of Public Health, Lanzhou University, Lanzhou 730000, China.
| | - Xuhong Chang
- Quzhou People's Hospital, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou 324000, China.
| |
Collapse
|
6
|
Ma Y, Li W, Niu S, Zhu X, Chu M, Wang W, Sun W, Wei X, Zhang J, Zhang Z. BzATP reverses ferroptosis-induced gut microbiota disorders in collagen-induced arthritis mice. Int Immunopharmacol 2023; 124:110885. [PMID: 37713784 DOI: 10.1016/j.intimp.2023.110885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 07/21/2023] [Accepted: 08/29/2023] [Indexed: 09/17/2023]
Abstract
Recent studies suggested that altered gut microbiota may be related to the pathogenesis of rheumatoid arthritis (RA), albeit the exact mechanisms are unknown. In this study, we aimed to discover the particular mechanism of RA treatment by microbiota by investigating the effects of ferroptosis on gut microbiota and its metabolites in collagen-induced arthritis (CIA) mice. Mice were divided into five groups: control, CIA, erastin, BzATP, and BzATP + erastin group. We performed 16S rDNA sequencing and metabolomics analysis on mouse feces and found that erastin and BzATP altered the microbiota and metabolites. The findings demonstrated that the microbiota was significantly disturbed at the phylum (Proteobacteria, Firmicutes, and Bacteroidota) and genus level (Lachnospiraceae_NK4A136, Lactobacillus, and Bifidobacterium) in the CIA group, and erastin exacerbated this disturbance. Unexpectedly, BzATP treatment could repair the disruptive effects of erastin. Additionally, there were significant variations in metabolites between each group. Erastin worsened metabolite abnormalities in CIA mice, while BzATP mitigated them, consistent with the microbiota results. These findings provide novel perspectives and insights into the therapy of RA.
Collapse
Affiliation(s)
- Yeye Ma
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Wenjing Li
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Sijia Niu
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Xiaoying Zhu
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Maolin Chu
- Department of Urology, The Second Affiliated Hospital, Harbin Medical University, Nan Gang District, Harbin, China
| | - Weiyan Wang
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Wentian Sun
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Xuemin Wei
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China
| | - Juan Zhang
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China.
| | - Zhiyi Zhang
- Department of Rheumatology, The First Affiliated Hospital, Harbin Medical University, 23 Youzheng St., Nan Gang District, Harbin, China.
| |
Collapse
|
7
|
Abouzeinab NS, Kahil N, Fakhruddin N, Awad R, Khalil MI. Intraperitoneal hepato-renal toxicity of zinc oxide and nickel oxide nanoparticles in male rats: biochemical, hematological and histopathological studies. EXCLI JOURNAL 2023; 22:619-644. [PMID: 37662710 PMCID: PMC10471841 DOI: 10.17179/excli2023-6237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 07/03/2023] [Indexed: 09/05/2023]
Abstract
In recent years, zinc oxide (ZnO) and nickel oxide (NiO) nanoparticles (NPs) have become more prevalent in commercial and industrial products. However, questions have been raised regarding their potential harm to human health. Limited studies have been conducted on their intraperitoneal toxicity in rats, and their co-exposure effects remain uncertain. Therefore, this study aimed to investigate some biological responses induced by a single intraperitoneal injection of ZnO-NPs (200 mg/kg) and/or NiO-NPs (50 mg/kg) in rats over time intervals. Blood and organ samples were collected from 36 male rats for hematological, biochemical, oxidative stress, and histological analysis. Results showed that the administration of NPs reduced the body and organ weights as well as red blood cell (RBC) indices and altered white blood cell (WBC) and platelet (PLT) counts. The experimental groups exhibited elevated levels of aspartate aminotransferase (AST), alanine transaminase (ALT), creatinine (CREA), urea, lipid profile, glucose (GLU), total protein (TP), albumin (ALB) and malondialdehyde (MDA), and decreased uric acid (UA), superoxide dismutase (SOD), and glutathione (GSH). Histological observations also revealed architectural damages in liver and kidneys. These alterations were time-dependent and varied in their degree of toxicity. Co-exposure of NPs initially lessened the damage but increased it afterwards compared to individual exposure. In conclusion, intraperitoneal injection of ZnO-NPs and/or NiO-NPs alters biological processes and induces oxidative stress in rats' liver and kidneys in a time-dependent manner, with NiO-NPs being more potent than ZnO-NPs. Furthermore, co-exposed NPs initially appeared to be antagonistic to one another while further aiming toward synergism.
Collapse
Affiliation(s)
- Noura S. Abouzeinab
- Department of Biological Sciences, Faculty of Science, Beirut Arab University, Beirut, Lebanon
| | - Nour Kahil
- Department of Biological Sciences, Faculty of Science, Beirut Arab University, Beirut, Lebanon
| | - Najla Fakhruddin
- Department of Pathology and Laboratory Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Ramadan Awad
- Department of Physics, Faculty of Science, Beirut Arab University, Beirut, Lebanon
- Department of Physics, Faculty of Science, Alexandria University, Alexandria, Egypt
| | - Mahmoud I. Khalil
- Department of Biological Sciences, Faculty of Science, Beirut Arab University, Beirut, Lebanon
- Molecular Biology Unit, Department of Zoology, Faculty of Science, Alexandria University, Alexandria, Egypt
| |
Collapse
|
8
|
Wang S, Shan T, Zhu J, Jiang Q, Gu L, Sun J, Bao Y, Deng B, Wang H, Wang L. Mediation Effect of Body Mass Index on the Association of Urinary Nickel Exposure with Serum Lipid Profiles. Biol Trace Elem Res 2023; 201:2733-2743. [PMID: 35915279 PMCID: PMC9342935 DOI: 10.1007/s12011-022-03375-4] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 07/28/2022] [Indexed: 11/14/2022]
Abstract
The objective of this study was to determine the relationship of urinary nickel (U-Ni) exposure to serum lipid profiles and the mediation effect of body mass index (BMI) in a US general population. We analyzed the cross-sectional data from 3517 participants in the National Health and Nutrition Examination Survey (NHANES) (2017-March 2020). Multivariable linear regression and restricted cubic spline (RCS) regression were conducted to explore the association of U-Ni with four serum lipids and four lipids-derived indicators. Mediation analysis was performed to examine the effect of BMI on the relationship between U-Ni levels and serum lipid profiles. Compared with the lowest quartile, the β with 95% confidence intervals (CIs) in the highest quartile were - 12.83 (- 19.42, - 6.25) for total cholesterol (TC) (P for trend < 0.001), - 12.76 (- 19.78, - 5.74) for non-high-density lipoprotein cholesterol (non-HDL-C) (P for trend = 0.001) and - 0.29 (- 0.51, - 0.07) for TC/HDL-C (P for trend = 0.007) in the fully adjusted model. RCS plots showed the linear association of log2-transformed U-Ni levels with TC, non-HDL-C and TC/HDL-C (P for nonlinearity = 0.294, 0.152, and 0.087, respectively). Besides, BMI decreased monotonically in correlation with increasing U-Ni levels (P for trend < 0.001). Mediation analysis revealed that BMI significantly mediated the relationship of U-Ni to TC, non-HDL-C and TC/HDL-C with mediated proportions of 11.17%, 22.20% and 36.44%, respectively. In summary, our findings suggest that BMI mediates the negative association of U-Ni with TC, non-HDL-C, and TC/HDL-C in the US general population.
Collapse
Affiliation(s)
- Sibo Wang
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Tiankai Shan
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Jun Zhu
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
- Department of Cardiology, Geriatrics Hospital of Jiangsu Province, Nanjing, 210024, China
| | - Qiqi Jiang
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Lingfeng Gu
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Jiateng Sun
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Yulin Bao
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Bo Deng
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Hao Wang
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China
| | - Liansheng Wang
- Department of Cardiology, Jiangsu Province Hospital and Nanjing Medical University First Affiliated Hospital, 300 Guangzhou Road, Nanjing, 210029, China.
| |
Collapse
|
9
|
Awashra M, Młynarz P. The toxicity of nanoparticles and their interaction with cells: an in vitro metabolomic perspective. NANOSCALE ADVANCES 2023; 5:2674-2723. [PMID: 37205285 PMCID: PMC10186990 DOI: 10.1039/d2na00534d] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 01/27/2023] [Indexed: 05/21/2023]
Abstract
Nowadays, nanomaterials (NMs) are widely present in daily life due to their significant benefits, as demonstrated by their application in many fields such as biomedicine, engineering, food, cosmetics, sensing, and energy. However, the increasing production of NMs multiplies the chances of their release into the surrounding environment, making human exposure to NMs inevitable. Currently, nanotoxicology is a crucial field, which focuses on studying the toxicity of NMs. The toxicity or effects of nanoparticles (NPs) on the environment and humans can be preliminary assessed in vitro using cell models. However, the conventional cytotoxicity assays, such as the MTT assay, have some drawbacks including the possibility of interference with the studied NPs. Therefore, it is necessary to employ more advanced techniques that provide high throughput analysis and avoid interferences. In this case, metabolomics is one of the most powerful bioanalytical strategies to assess the toxicity of different materials. By measuring the metabolic change upon the introduction of a stimulus, this technique can reveal the molecular information of the toxicity induced by NPs. This provides the opportunity to design novel and efficient nanodrugs and minimizes the risks of NPs used in industry and other fields. Initially, this review summarizes the ways that NPs and cells interact and the NP parameters that play a role in this interaction, and then the assessment of these interactions using conventional assays and the challenges encountered are discussed. Subsequently, in the main part, we introduce the recent studies employing metabolomics for the assessment of these interactions in vitro.
Collapse
Affiliation(s)
- Mohammad Awashra
- Department of Chemistry and Materials Science, School of Chemical Engineering, Aalto University 02150 Espoo Finland
- Department of Biochemistry, Molecular Biology and Biotechnology, Faculty of Chemistry, Wroclaw University of Science and Technology Wroclaw Poland
| | - Piotr Młynarz
- Department of Biochemistry, Molecular Biology and Biotechnology, Faculty of Chemistry, Wroclaw University of Science and Technology Wroclaw Poland
| |
Collapse
|
10
|
Yu X, Chen Y, He L, Liu H, Yang Z, Lin Y. Transcriptome and metabolome analyses reveal the interweaving of immune response and metabolic regulation in pelvic organ prolapse. Int Urogynecol J 2022:10.1007/s00192-022-05357-5. [PMID: 36136109 DOI: 10.1007/s00192-022-05357-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 08/18/2022] [Indexed: 11/25/2022]
Abstract
INTRODUCTION AND HYPOTHESIS The pathogenesis of pelvic organ prolapse (POP) remains unknown. Herein, we aim to reveal the molecular profile of POP by transcriptomic and metabolomic analysis. METHODS We selected 12 samples of uterosacral ligaments (USLs) from 6 POP patients and 6 controls for transcriptomic and metabolomic analyses. Differentially expressed genes (DEGs) were identified using the R package edgeR. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed using clusterProfiler, and a protein-protein interaction (PPI) network was constructed using STRING and visualized in Cytoscape. Metabolomic profiling was performed by a liquid chromatography-tandem mass spectrometry system. RESULTS Transcriptomic analysis identified 487 DEGs between the POP and control groups. Functional enrichment analysis revealed that they were mostly related to immune response terms, including "adaptive immune response," "T cell differentiation," and "T cell activation." In addition, PTPRC, LCK, CD247, IL2RB, CD2, CXR5, JUN, CD3E, IL2RG, and PRF1 were the 10 nodes with the highest node degrees in the PPI network. Metabolomic profiling revealed 290 differentially expressed metabolites, which significantly enriched in "glycerophospholipid metabolism," "nicotinate and nicotinamide metabolism," "glycine, serine, and threonine metabolism," "arginine and proline metabolism," "pyrimidine metabolism," and "purine metabolism." Finally, integrated analysis revealed that the DEGs involved in these significantly enriched metabolic pathways included NT5C1A, GMPR, SDS, ALAS2, CARNS1, PYCR1, P4HA3, PGS1, and NMRK2. CONCLUSIONS Our findings demonstrate that the immune response and metabolic regulatory pathways are intertwined in POP and might provide new therapeutic targets.
Collapse
Affiliation(s)
- Xia Yu
- Department of Clinical Laboratory, Chengdu Women's and Children's Central Hospital, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Ying Chen
- Department of Obstetrics and Gynecology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, No.1617 Ri Yue Street, Chengdu, 610091, Sichuan, China
| | - Li He
- Department of Obstetrics and Gynecology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, No.1617 Ri Yue Street, Chengdu, 610091, Sichuan, China
| | - Hong Liu
- Department of Surgical, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Zhenglin Yang
- Sichuan Provincial Key Laboratory for Human Disease Gene Study and Institute of Laboratory Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, No.32 The First Ring Road West 2, Chengdu, 610071, Sichuan, China.
| | - Yonghong Lin
- Department of Obstetrics and Gynecology, Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, No.1617 Ri Yue Street, Chengdu, 610091, Sichuan, China.
| |
Collapse
|