Abstract
Gas explosions (GE) are a prevalent and widespread cause of traumatic brain injury (TBI) in coal miners. However, the impact and mechanism of curcumin on GE-induced TBI in rats remain unclear. In this study, we simulated GE-induced TBI in rats and administered curcumin orally at a dose of 100 mg/kg every other day for 7 days to modulate the gut microbiota in TBI rats. We employed 16S rRNA sequencing and LC–MS/MS metabolomic analysis to investigate changes in the intestinal flora and its metabolic profile. Additionally, we utilized ELISA, protein assays, and immunohistochemistry to assess neuroinflammatory signaling molecules for validation. In a rat TBI model, GE resulted in weight loss, pathological abnormalities, and cortical hemorrhage. Treatment with curcumin significantly mitigated histological abnormalities and microscopic mitochondrial structural changes in brain tissue. Furthermore, curcumin treatment markedly ameliorated GE-induced brain dysfunction by reducing the levels of several neuroinflammatory signaling molecules, including neuron-specific enolase, interleukin (IL)-1β, IL-6, and cryptothermic protein 3. Notably, curcumin reshaped the gut microbiome by enhancing evenness, richness, and composition. Prevotella_9, Alloprevotella, Bacilli, Lactobacillales, Proteobacteria, and Gammaproteobacteria were identified as prominent members of the gut microbiota, increasing the linear discriminant analysis scores and specifically enhancing the abundance of bacteria involved in the nuclear factor (NF)-κB signaling pathway, such as Lachnospiraceae and Roseburia. Additionally, there were substantial alterations in serum metabolites associated with metabolic NF-κB signaling pathways in the model group. Curcumin administration reduced serum lipopolysaccharide levels and downregulated downstream Toll-like receptor (TLR)4/myeloid differentiation primary response 88 (MyD88)/NF-κB signaling. Furthermore, curcumin alleviated GE-induced TBI in rats by modulating the gut microbiota and its metabolites. Based on these protective effects, curcumin may exert its influence on the gut microbiota and the TLR4/MyD88/NF-κB signaling pathways to ameliorate GE-induced TBI.
Graphical abstract
Similar content being viewed by others
Data availability
All data used in this study are included in this manuscript.
Abbreviations
- H&E:
-
Hematoxylin and eosin
- GE:
-
Gas explosion
- TBI:
-
Traumatic brain injury
- ANOVA:
-
Analysis of variance
- ELISA:
-
Enzyme-linked immunosorbent assay
- LPS:
-
Lipopolysaccharide
- TLR4:
-
Toll-like receptor 4
- MyD88:
-
Myeloid differentiation primary response 88
- NF-κB:
-
Nuclear factor-kappa beta
- NSE:
-
Neuron-specific enolase
- IL-10:
-
Interleukin-10
- IL-1β:
-
Interleukin-1β
- IL-6:
-
Interleukin-6
- NLRP3:
-
Cryptothermic protein 3
- KEGG:
-
Kyoto Encyclopedia of Genes and Genomes
- TNF-α:
-
Tumor necrosis factor-α
- ns:
-
No significant difference
- DEMs:
-
Differentially expressed metabolites
- RDA:
-
Redundancy analysis
- HPLC:
-
High-pressure liquid chromatography
- TEM:
-
Transmission electron microscopy
- DAB:
-
Diaminobenzidine
- PCA:
-
Principal component analysis
- OPLS-DA:
-
Orthogonal partial least-squares discriminant analysis
- PCoA:
-
Principal sequence analysis
- COG:
-
Orthologous genes
- QC:
-
Quality control
- ESI:
-
Electrospray ionization
- VIP:
-
Variable importance projection
- HMDB:
-
Human metabolome database
- CCA:
-
Canonical correspondence analysis
References
Abdel-Haq R, Schlachetzki JCM, Glass CK, Mazmanian SK (2019) Microbiome-microglia connections via the gut-brain axis. J Exp Med 216:41–59
Afonina IS, Zhong Z, Karin M, Beyaert R (2017) Limiting inflammation-the negative regulation of NF-kappaB and the NLRP3 inflammasome. Nat Immunol 18:861–869
Almberg KS, Halldin CN, Friedman LS, Go LHT, Rose CS, Hall NB, Cohen RA (2023) Increased odds of mortality from non-malignant respiratory disease and lung cancer are highest among US coal miners born after 1939. Occup Environ Med 80:121–128
Attaluri S, Arora M, Madhu LN, Kodali M, Shuai B, Melissari L, Upadhya R, Rao X, Bates A, Mitra E, Ghahfarouki KR, Ravikumar MNV, Shetty AK (2022) Oral nano-curcumin in a model of chronic Gulf War illness alleviates brain dysfunction with modulation of oxidative stress, mitochondrial function, neuroinflammation, neurogenesis, and gene expression. Aging Dis 13:583–613
Banoei MM, Casault C, Metwaly SM, Winston BW (2018) Metabolomics and biomarker discovery in traumatic brain injury. J Neurotrauma 35:1831–1848
Benameur T, Giacomucci G, Panaro MA, Ruggiero M, Trotta T, Monda V, Pizzolorusso I, Lofrumento DD, Porro C, Messina G (2021) New promising therapeutic avenues of curcumin in brain diseases. Molecules 27:236
Bolger AM, Lohse M, Usadel B (2014) Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114–2120
Burapan S, Kim M, Han J (2017) Curcuminoid demethylation as an alternative metabolism by human intestinal microbiota. J Agric Food Chem 65:3305–3310
Caporaso JG, Kuczynski J, Stombaugh J, Bittinger K, Bushman FD, Costello EK, Fierer N, Pena AG, Goodrich JK, Gordon JI, Huttley GA, Kelley ST, Knights D, Koenig JE, Ley RE, Lozupone CA, McDonald D, Muegge BD, Pirrung M, Reeder J, Sevinsky JR, Turnbaugh PJ, Walters WA, Widmann J, Yatsunenko T, Zaneveld J, Knight R (2010) QIIME allows analysis of high-throughput community sequencing data. Nat Methods 7:335–336
Celorrio M, Friess SH (2022) Gut-brain axis in traumatic brain injury: impact on neuroinflammation. Neural Regen Res 17:1007–1008
Chen B, Cao P, Guo X, Yin M, Li X, Jiang L, Shao J, Chen X, Jiang C, Tao L, Zhou L, Yu H (2022) Maraviroc, an inhibitor of chemokine receptor type 5, alleviates neuroinflammatory response after cerebral ischemia/reperfusion injury via regulating MAPK/NF-kappaB signaling. Int Immunopharmacol 108:108755
Cheng S, Zhang Y, Chen S, Zhou Y (2021) LncRNA HOTAIR participates in microglia activation and inflammatory factor release by regulating the ubiquitination of MYD88 in traumatic brain injury. J Mol Neurosci 71:169–177
Chetty D, Abrahams S, van Coller R, Carr J, Kenyon C, Bardien S (2021) Movement of prion-like alpha-synuclein along the gut-brain axis in Parkinson’s disease: a potential target of curcumin treatment. Eur J Neurosci 54:4695–4711
de Vos WM, de Vos EA (2012) Role of the intestinal microbiome in health and disease: from correlation to causation. Nutr Rev 70(Suppl 1):S45-56
Dong X, Wu W, Yao S, Cao J, He L, Ren H, Ren W (2020a) Evaluation of gas explosion injury based on analysis of rat serum profile by ultra-performance liquid chromatography/mass spectrometry-based metabonomics techniques. Biomed Res Int 2020:8645869
Dong X, Yao S, Wu W, Cao J, Weng X, Sun L, Li J, Li H, Li R, Ren W (2020b) Short-term effect of gas explosion in real roadway environment on rats’ brain neural behavior. Wei Sheng Yan Jiu 49:889–894
Dou Y, Luo J, Wu X, Wei Z, Tong B, Yu J, Wang T, Zhang X, Yang Y, Yuan X, Zhao P, Xia Y, Hu H, Dai Y (2018) Curcumin attenuates collagen-induced inflammatory response through the “gut-brain axis.” J Neuroinflammation 15:6
Fernandez-Pastor JM, Morell M, Menendez-Patterson A, Escobar-Bueno MC (1983) Effect of experimental changes in thyroid function on oxidative metabolism and glutamate dehydrogenase activity in the limbic system of the rat. Rev Esp Fisiol 39:311–316
Gao F, Shen J, Zhao L, Hao Q, Yang Y (2019) Curcumin alleviates lipopolysaccharide (LPS)-activated neuroinflammation via modulation of miR-199b-5p/IkappaB kinase beta (IKKbeta)/nuclear factor kappa B (NF-kappaB) pathway in microglia. Med Sci Monit 25:9801–9810
Hanscom M, Loane DJ, Shea-Donohue T (2021) Brain-gut axis dysfunction in the pathogenesis of traumatic brain injury. J Clin Invest 131:e143777
Hassaninasab A, Hashimoto Y, Tomita-Yokotani K, Kobayashi M (2011) Discovery of the curcumin metabolic pathway involving a unique enzyme in an intestinal microorganism. Proc Natl Acad Sci USA 108:6615–6620
High WM Jr, Briones-Galang M, Clark JA, Gilkison C, Mossberg KA, Zgaljardic DJ, Masel BE, Urban RJ (2010) Effect of growth hormone replacement therapy on cognition after traumatic brain injury. J Neurotrauma 27:1565–1575
Hou Q, Chen H, Liu Q, Yan X (2020) FGF10 attenuates experimental traumatic brain injury through TLR4/MyD88/NF-kappaB pathway. Cells Tissues Organs 209:248–256
Jianwen Z, Da L, Wenxing F (2014) An approach for estimating toxic releases of H2S-containing natural gas. J Hazard Mater 264:350–362
Jin M, Park SY, Shen Q, Lai Y, Ou X, Mao Z, Lin D, Yu Y, Zhang W (2018) Anti-neuroinflammatory effect of curcumin on Pam3CSK4-stimulated microglial cells. Int J Mol Med 41:521–530
Kawai T, Akira S (2011) Toll-like receptors and their crosstalk with other innate receptors in infection and immunity. Immunity 34:637–650
Lai JL, Zhang-Xuan D, Xiao-Hui JI, Xue-Gang L (2020) Absorption and interaction mechanisms of uranium & cadmium in purple sweet potato(Ipomoea batatas L.). J Hazard Mater 400:123264
Langille MG, Zaneveld J, Caporaso JG, McDonald D, Knights D, Reyes JA, Clemente JC, Burkepile DE, Vega Thurber RL, Knight R, Beiko RG, Huttenhower C (2013) Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences. Nat Biotechnol 31:814–821
Lassaren P, Lindblad C, Frostell A, Carpenter KLH, Guilfoyle MR, Hutchinson PJA, Helmy A, Thelin EP (2021) Systemic inflammation alters the neuroinflammatory response: a prospective clinical trial in traumatic brain injury. J Neuroinflammation 18:221
Li J, Hu Y, Liu L, Wang Q, Zeng J, Chen C (2020) PM2.5 exposure perturbs lung microbiome and its metabolic profile in mice. Sci Total Environ 721:137432
Li T, Zhang W, Hu E, Sun Z, Li P, Yu Z, Zhu X, Zheng F, Xing Z, Xia Z, He F, Luo J, Tang T, Wang Y (2021) Integrated metabolomics and network pharmacology to reveal the mechanisms of hydroxysafflor yellow A against acute traumatic brain injury. Comput Struct Biotechnol J 19:1002–1013
Lin X, Zhao J, Zhang W, He L, Wang L, Li H, Liu Q, Cui L, Gao Y, Chen C, Li B, Li YF (2021) Towards screening the neurotoxicity of chemicals through feces after exposure to methylmercury or inorganic mercury in rats: a combined study using gut microbiome, metabolomics and metallomics. J Hazard Mater 409:124923
Lopresti AL, Hood SD, Drummond PD (2012) Multiple antidepressant potential modes of action of curcumin: a review of its anti-inflammatory, monoaminergic, antioxidant, immune-modulating and neuroprotective effects. J Psychopharmacol 26:1512–1524
Lou Y, Zheng J, Hu H, Lee J, Zeng S (2015) Application of ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry to identify curcumin metabolites produced by human intestinal bacteria. J Chromatogr B Analyt Technol Biomed Life Sci 985:38–47
Mahajan C, Khurana S, Kapoor I, Sokhal S, Kumar S, Prabhakar H, Mathur P, Mani K (2021) Characteristics of gut microbiome after traumatic brain injury. J Neurosurg Anesthesiol 35:86–90
Martin CR, Osadchiy V, Kalani A, Mayer EA (2018) The brain-gut-microbiome axis. Cell Mol Gastroenterol Hepatol 6:133–148
Memarzia A, Khazdair MR, Behrouz S, Gholamnezhad Z, Jafarnezhad M, Saadat S, Boskabady MH (2021) Experimental and clinical reports on anti-inflammatory, antioxidant, and immunomodulatory effects of Curcuma longa and curcumin, an updated and comprehensive review. Biofactors 47:311–350
Nicholson SE, Watts LT, Burmeister DM, Merrill D, Scroggins S, Zou Y, Lai Z, Grandhi R, Lewis AM, Newton LM, Eastridge BJ, Schwacha MG (2019) Moderate traumatic brain injury alters the gastrointestinal microbiome in a time-dependent manner. Shock 52:240–248
Nossa CW, Oberdorf WE, Yang L, Aas JA, Paster BJ, Desantis TZ, Brodie EL, Malamud D, Poles MA, Pei Z (2010) Design of 16S rRNA gene primers for 454 pyrosequencing of the human foregut microbiome. World J Gastroenterol 16:4135–4144
Ohno M, Nishida A, Sugitani Y, Nishino K, Inatomi O, Sugimoto M, Kawahara M, Andoh A (2017) Nanoparticle curcumin ameliorates experimental colitis via modulation of gut microbiota and induction of regulatory T cells. PLoS ONE 12:e0185999
Palmer MW, McGlinn DJ, Westerberg L, Milberg P (2008) Indices for detecting differences in species composition: some simplifications of RDA and CCA. Ecology 89:1769–1771
Poncin MA, Van Meerbeeck P, Simpson JD, Clippe A, Tyckaert F, Bouillenne F, Degand H, Matagne A, Morsomme P, Knoops B, Alsteens D (2021) Role of the redox state of human peroxiredoxin-5 on its TLR4-Activating DAMP function. Antioxidants (Basel) 10:1902
Posti JP, Dickens AM, Oresic M, Hyotylainen T, Tenovuo O (2017) Metabolomics profiling as a diagnostic tool in severe traumatic brain injury. Front Neurol 8:398
Reyon D, Tsai SQ, Khayter C, Foden JA, Sander JD, Joung JK (2012) FLASH assembly of TALENs for high-throughput genome editing. Nat Biotechnol 30:460–465
Rogers MB, Simon D, Firek B, Silfies L, Fabio A, Bell MJ, Yeh A, Azar J, Cheek R, Kochanek PM, Peddada SD, Morowitz MJ (2022) Temporal and spatial changes in the microbiome following pediatric severe traumatic brain injury. Pediatr Crit Care Med 23:425–434
Shen L, Liu L, Ji HF (2017) Regulative effects of curcumin spice administration on gut microbiota and its pharmacological implications. Food Nutr Res 61:1361780
Shieh V, Huang JJ, Wu TG, Chiu JY, Chen YC, Lin G, Su CY, Chou FH (2019) Rate of psychiatric disorders and associations with quality of life among community members following the Kaohsiung gas explosion: an 18-month cross-sectional follow-up study. Health Qual Life Outcomes 17:7
Simon DW, Rogers MB, Gao Y, Vincent G, Firek BA, Janesko-Feldman K, Vagni V, Kochanek PM, Ozolek JA, Mollen KP, Clark RSB, Morowitz MJ (2020) Depletion of gut microbiota is associated with improved neurologic outcome following traumatic brain injury. Brain Res 1747:147056
Song Y, Zhang Q (2019) Quantitative research on gas explosion inhibition by water mist. J Hazard Mater 363:16–25
Sun G, Miao Z, Ye Y, Zhao P, Fan L, Bao Z, Tu Y, Li C, Chao H, Xu X, Ji J (2020) Curcumin alleviates neuroinflammation, enhances hippocampal neurogenesis, and improves spatial memory after traumatic brain injury. Brain Res Bull 162:84–93
Tak PP, Firestein GS (2001) NF-kappaB: a key role in inflammatory diseases. J Clin Investig 107:7–11
Tian LQ, Guo ZH, Meng WZ, Li L, Zhang Y, Yin XH, Lai F, Li YY, Feng LL, Shen FF, Sun ZZ, Yao SQ, Wu WD, Weng XG, Ren WJ (2020) The abnormalities of coagulation and fibrinolysis in acute lung injury caused by gas explosion. Kaohsiung J Med Sci 36:929–936
Tomaskova H, Splichalova A, Slachtova H, Urban P, Hajdukova Z, Landecka I, Gromnica R, Brhel P, Pelclova D, Jirak Z (2017) Mortality in miners with coal-workers’ pneumoconiosis in the Czech Republic in the period 1992–2013. Int J Environ Res Public Health 14:269
van der Boom T, Gruppen EG, Lefrandt JD, Connelly MA, Links TP, Dullaart RPF (2020) Plasma branched chain amino acids are lower in short-term profound hypothyroidism and increase in response to thyroid hormone supplementation. Scand J Clin Lab Invest 80:562–566
Wang GZ, Ren WJ, Qin ZX, Wang XM, Wu SY, Liu Y, Liu LH, Liu LM (2005) A study on relationship between rat brain tissues hurts of the gas explosion and the expression of protein kinase CamRNA and c-fos gene. Zhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi 23:24–26
Wang Y, Xiao G, He S, Liu X, Zhu L, Yang X, Zhang Y, Orgah J, Feng Y, Wang X, Zhang B, Zhu Y (2020) Protection against acute cerebral ischemia/reperfusion injury by QiShenYiQi via neuroinflammatory network mobilization. Biomed Pharmacother 125:109945
Wang J, Hou Y, Zhang L, Liu M, Zhao J, Zhang Z, Ma Y, Hou W (2021) Estrogen attenuates traumatic brain injury by inhibiting the activation of microglia and astrocyte-mediated neuroinflammatory responses. Mol Neurobiol 58:1052–1061
Wei G, Chen B, Lin Q, Li Y, Luo L, He H, Fu H (2017) Tetrahydrocurcumin provides neuroprotection in experimental traumatic brain injury and the Nrf2 signaling pathway as a potential mechanism. NeuroImmunoModulation 24:348–355
White JR, Nagarajan N, Pop M (2009) Statistical methods for detecting differentially abundant features in clinical metagenomic samples. PLoS Comput Biol 5:e1000352
Wolthuis JC, Magnusdottir S, Pras-Raves M, Moshiri M, Jans JJM, Burgering B, van Mil S, de Ridder J (2020) MetaboShiny: interactive analysis and metabolite annotation of mass spectrometry-based metabolomics data. Metabolomics 16:99
Xu Y, Wang W, Zhou J, Chen M, Huang X, Zhu Y, Xie X, Li W, Zhang Y, Kan H, Ying Z (2019) Metabolomics analysis of a mouse model for chronic exposure to ambient PM2.5. Environ Pollut 247:953–963
Yabas M, Orhan C, Er B, Tuzcu M, Durmus AS, Ozercan IH, Sahin N, Bhanuse P, Morde AA, Padigaru M, Sahin K (2021) A next generation formulation of curcumin ameliorates experimentally induced osteoarthritis in rats via regulation of inflammatory mediators. Front Immunol 12:609629
Zam W (2018) Gut microbiota as a prospective therapeutic target for curcumin: a review of mutual influence. J Nutr Metab 2018:1367984
Zhang Y, Meng WZ, Wang MJ, Ren WJ, Wang GZ, Zhang GB, Zhu MS (2012) The epidemiological features of blast injury of lungs caused by gas explosion. Zhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi 30:582–583
Zhang J, Zheng Y, Luo Y, Du Y, Zhang X, Fu J (2019) Curcumin inhibits LPS-induced neuroinflammation by promoting microglial M2 polarization via TREM2/ TLR4/ NF-kappaB pathways in BV2 cells. Mol Immunol 116:29–37
Zheng F, Xia ZA, Zeng YF, Luo JK, Sun P, Cui HJ, Wang Y, Tang T, Zhou YT (2017) Plasma metabolomics profiles in rats with acute traumatic brain injury. PLoS ONE 12:e0182025
Zhu HT, Bian C, Yuan JC, Chu WH, Xiang X, Chen F, Wang CS, Feng H, Lin JK (2014) Curcumin attenuates acute inflammatory injury by inhibiting the TLR4/MyD88/NF-kappaB signaling pathway in experimental traumatic brain injury. J Neuroinflammation 11:59
Acknowledgements
We thank our team for their valuable assistance, and we would like to thank Wuhan Servicebio Technology Co., Ltd. (http://www.servicebio.cn/) for technical support in the H&E and IHC assays of brain tissues. We would also like to thank the Shanghai OE Biotech Co., Ltd. and the Shanghai Luming Biological Technology Co., Ltd. for their assistance in the analysis of metabolome and transcriptome data. Moreover, we thank the technical platforms BMKCloud (www.biocloud.net), Wekemo Bioincloud (www.bioincloud.tech/), and Personalbio GenesCloud (www.genescloud.cn/) for their analysis support in the combined analysis of multiple omics and environmental factor researches.
Funding
This work was supported by the National Natural Science Foundation of China (grant numbers U2004102 and U1904209), the Science and Technology Project of Henan Province (grant number 232102311071), and the Natural Science Foundation of Henan Province (grant number 202300410312).
Author information
Authors and Affiliations
Contributions
XD: investigation and writing—original draft. WW: writing—original draft. LD, YS, and XH: formal analysis, software, supervision, and validation. YB: data testing and analysis. SY: funding acquisition. GW participated in an experiment. JC and LT provided experimental materials. WR: writing—review and editing and supervision. All authors contributed to the article and approved the submitted version.
Corresponding author
Ethics declarations
Ethical approval and consent to participate
This study was approved by the Zoology Animal and Medical Ethics Committee of Xinxiang Medical University (No. XYLL-2020007). Ethical treatment of animals was ensured, and the study was performed in line with ethical standards to protect the welfare of animals involved in research.
Consent for publication
All authors agree to the publication, and the abovementioned paper is not simultaneously submitted for publication elsewhere.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Lotfi Aleya
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Dong, X., Deng, L., Su, Y. et al. Curcumin alleviates traumatic brain injury induced by gas explosion through modulating gut microbiota and suppressing the LPS/TLR4/MyD88/NF-κB pathway. Environ Sci Pollut Res 31, 1094–1113 (2024). https://doi.org/10.1007/s11356-023-30708-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-30708-0