Multiomics integration of 16S rRNA, metagenomic, and metabolomic analyses unveils gut microbiota—metabolite interactions in Guizhi Fuling capsule-treated chronic pelvic inflammatory disease rats

Hongli Chen , Mengyu Qian , Zhelong Feng , Xia Gao , Ruotong Huang , Yan Xie , Liang Cao , Xialin Chen , Wei Xiao

Adv. Chi. Med ›› 2025, Vol. 2 ›› Issue (4) : 163 -177.

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Adv. Chi. Med ›› 2025, Vol. 2 ›› Issue (4) :163 -177. DOI: 10.1002/acm4.70006
RESEARCH ARTICLE

Multiomics integration of 16S rRNA, metagenomic, and metabolomic analyses unveils gut microbiota—metabolite interactions in Guizhi Fuling capsule-treated chronic pelvic inflammatory disease rats

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Abstract

Background: Chronic pelvic inflammatory disease (CPID) is a persistent upper reproductive tract disorder characterized by microbial dysbiosis, pelvic adhesions, and infertility. Guizhi Fuling capsule (GZFLC), a multiherb traditional formula, has demonstrated therapeutic potential for CPID.

Methods: A CPID rat model was established via mixed-pathogen infection. Evaluations included uterine histopathology, inflammatory cytokine levels (interleukin-6, tumor necrosis factor-α, interleukin-18, interleukin-1β), coagulation parameters (prothrombin time, activated partial thromboplastin time, thrombin time, fibrinogen), uterine metabolomics, 16S rRNA sequencing, and metagenomic sequencing to assess microbial composition and functional pathway alterations.

Results: CPID rats exhibited weight loss, uterine structural damage, elevated inflammation, and a hypercoagulable state. Uterine metabolomics showed significant reductions in key TCA cycle intermediates (α-ketoglutarate, isocitrate). 16S rRNA sequencing revealed enrichment of the pathogenic bacterium Clostridia_UCG-014. Metagenomic analysis indicated upregulation of quorum sensing (QS) pathway genes (thoil-activated cytolysin, TrbB, Gmr) and downregulation of CAZymes, specifically glycoside hydrolase 2 and carbohydrate esterase 1. Correlation analysis suggested that GZFLC modulates specific microbial taxa, influencing host metabolites and inflammatory responses.

Conclusion: GZFLC likely alleviates CPID by exerting anti-inflammatory effects, restoring TCA cycle energy metabolism, reshaping gut microbiota structure, inhibiting QS signaling, and improving polysaccharide metabolic functions.

Keywords

16S / chronic pelvic inflammatory disease / metabolomics / metagenomics

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Hongli Chen, Mengyu Qian, Zhelong Feng, Xia Gao, Ruotong Huang, Yan Xie, Liang Cao, Xialin Chen, Wei Xiao. Multiomics integration of 16S rRNA, metagenomic, and metabolomic analyses unveils gut microbiota—metabolite interactions in Guizhi Fuling capsule-treated chronic pelvic inflammatory disease rats. Adv. Chi. Med, 2025, 2(4): 163-177 DOI:10.1002/acm4.70006

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References

[1]

Savaris RF , Fuhrich DG , Maissiat J , Duarte RV , Ross J . Antibiotic therapy for pelvic inflammatory disease. Cochrane Database Syst Rev. 2020; 8 (8): Cd010285.

[2]

Gao J , Yang J , Lu Z , Dong X , Xu Y . The multiple pharmacologic functions and mechanisms of action of Guizhi Fuling formulation. Evid Based Complement Alternat Med. 2022; 2022: 6813421- 14.

[3]

Zheng W , Li M , Wang Y , et al. Guizhi fuling capsule exhibits antidysmenorrhea activity by inhibition of cyclooxygenase activity. Evid Based Complement Alternat Med. 2020; 2020 (1): 8607931.

[4]

Wang J , Wu G , Chu H , Wu Z , Sun J . Paeonol derivatives and pharmacological activities:a review of recent progress. Mini Rev Med Chem. 2020; 20 (6): 466- 482.

[5]

Zhu X , Yao Q , Yang P , et al. Multi-omics approaches for in- depth understanding of therapeutic mechanism for traditional Chinese medicine. Front Pharmacol. 2022; 13: 1031051.

[6]

Huang X , Weng Z , Zhang S , Li X , Zhou S , Liang J . Lc-ms/ms- based metabolomic profiling identifies candidate biomarkers in follicular fluid of infertile women with chronic pelvic inflammatory disease. Int J Clin Exp Pathol. 2023; 16 (2): 20- 31.

[7]

Zhang Y , Li W , Zou L , et al. Metabonomic study of the protective effect of Fukeqianjin formula on multi-pathogen induced pelvic inflammatory disease in rats. Chin Med. 2018; 13 (1): 61.

[8]

Bröer S , Bröer A . Amino acid homeostasis and signalling in mammalian cells and organisms. Biochem J. 2017; 474 (12): 1935- 1963.

[9]

Zou W , Wen X , Zheng Y , et al. Metabolomic study on the preventive effect of Patrinia scabiosaefolia Fisch on multipathogen induced pelvic inflammatory disease in rats. Evid Based Complement Alternat Med. 2015; 2015: 170792- 170799.

[10]

Mariño E , Richards JL , McLeod KH , et al. Gut microbial metabolites limit the frequency of autoimmune T cells and protect against type 1 diabetes. Nat Immunol. 2017; 18 (5): 552- 562.

[11]

Li J , Qiu H , Wu Y , Su L . Identification of metabolic pathways and serum biomarkers in diabetic cardiomyopathy using untargeted metabolomics. Sci Rep. 2025; 15 (1): 18718.

[12]

Mao L , Gao B , Chang H , Shen H . Interaction and metabolic pathways:elucidating the role of gut microbiota in gestational diabetes mellitus pathogenesis. Metabolites. 2024; 14 (1): 43.

[13]

Shang M , Ning J , Zang C , et al. Microbial metabolite 3-indolepropionic acid alleviated PD pathologies by decreasing enteric glia cell gliosis via suppressing IL-13Rα1 related signaling pathways. Acta Pharm Sin B. 2025; 15 (4): 2024- 2038.

[14]

Ning L , Zhou Y-L , Sun H , et al. Microbiome and metabolome features in inflammatory bowel disease via multi-omics integration analyses across cohorts. Nat Commun. 2023; 14 (1): 7135.

[15]

Nair AB , Jacob S . A simple practice guide for dose conversion between animals and human. J Basic Clin Pharm. 2016; 7 (2): 27- 31.

[16]

Zou M , Cai Y , Hu P , et al. Analysis of the composition and functions of the microbiome in diabetic foot osteomyelitis based on 16s rRNA and metagenome sequencing technology. Diabetes. 2020; 69 (11): 2423- 2439.

[17]

Giannotta M , Tapete G , Emmi G , Silvestri E , Milla M . Thrombosis in inflammatory bowel diseases:what's the link? Thromb J. 2015; 13 (1): 14.

[18]

Zou W , Wen X , Sheng X , et al. Gas chromatography-mass spectrometric method-based urine metabolomic profile of rats with pelvic inflammatory disease. Exp Ther Med. 2016; 11 (5): 1653- 1660.

[19]

Tracey KJ , Fong Y , Hesse DG , et al. Anti-cachectin/TNF monoclonal antibodies prevent septic shock during lethal bacteraemia. Nature. 1987; 330 (6149): 662- 664.

[20]

Bradley JR . TNF-mediated inflammatory disease. J Pathol. 2008; 214 (2): 149- 160.

[21]

Zhang S , Lai X , Wang X , et al. Deciphering the pharmacological mechanisms of Guizhi-Fuling capsule on primary dysmenorrhea through network pharmacology. Front Pharmacol. 2021; 12: 613104.

[22]

Choi I , Son H , Baek JH . Tricarboxylic acid (TCA) cycle intermediates:regulators of immune responses. Life. 2021; 11 (1): 69.

[23]

De Souza DP , Achuthan A , Lee MK , et al. Autocrine IFN-I inhibits isocitrate dehydrogenase in the TCA cycle of LPS-stimulated macrophages. J Clin Investig. 2019; 129 (10): 4239- 4244.

[24]

Miller WL , Auchus RJ . The molecular biology, biochemistry, and physiology of human steroidogenesis and its disorders. Endocr Rev. 2011; 32 (1): 81- 151.

[25]

Teraoka Y , Sugimoto J , Konishi H , et al. Progesterone suppresses uterine contraction by reducing odontogenic porphyromonas gingivalis induced chronic inflammation in mice. Biomolecules. 2022; 12 (8): 1029.

[26]

Ren J , Hou H , Zhao W , Wang J , Peng Q . Administration of exogenous progesterone protects against Brucella abortus infection-induced inflammation in pregnant mice. J Infect Dis. 2021; 224 (3): 532- 543.

[27]

Feng R , Qin X , Li Q , et al. Progesterone regulates inflammation and receptivity of cells via the NF-κB and LIF/STAT3 pathways. Theriogenology. 2022; 186: 50- 59.

[28]

Sannasiddappa TH , Costabile A , Gibson GR , Clarke SR . The influence of Staphylococcus aureus on gut microbial ecology in an in vitro continuous culture human colonic model system. PLoS One. 2011; 6 (8): e23227.

[29]

Lin H , Ma X , Yang X , et al. Natural shikonin and acetyl-shikonin improve intestinal microbial and protein composition to alleviate colitis-associated colorectal cancer. Int Immunopharmacol. 2022; 111: 109097.

[30]

Yang Y , Li M , Liu Q , et al. Starch from Pueraria lobata and the amylose fraction alleviates dextran sodium sulfate induced colitis in mice. Carbohydr Polym. 2023; 302: 120329.

[31]

Zhang S , Zhou R , Xie X , Xiong S , Li L , Li Y . Polysaccharides from Lycium barbarum, yam, and sunflower ameliorate colitis in a structure and intrinsic flora-dependent manner. Carbohydr Polym. 2025; 349 (Pt A): 122905.

[32]

Xue S , Shi W , Shi T , et al. Resveratrol attenuates non-steroidal anti-inflammatory drug-induced intestinal injury in rats in a high-altitude hypoxic environment by modulating the TLR4/NFκB/IκB pathway and gut microbiota composition. PLoS One. 2024; 19 (8): e0305233.

[33]

Liang JQ , Li T , Nakatsu G , et al. A novel faecal Lachnoclostridium marker for the non-invasive diagnosis of colorectal adenoma and cancer. Gut. 2020; 69 (7): 1248- 1257.

[34]

Dai W , Cai D , Zhou S , Xie J , Zhang J . Uncovering a causal connection between the lachnoclostridium genus in fecal microbiota and non-alcoholic fatty liver disease:a two-sample mendelian randomization analysis. Front Microbiol. 2023; 14: 1276790.

[35]

Gao H , Sun M , Li A , et al. Microbiota-derived IPA alleviates intestinal mucosal inflammation through upregulating Th1/Th17 cell apoptosis in inflammatory bowel disease. Gut Microbes. 2025; 17 (1): 2467235.

[36]

Yang W , Wei Q , Tong Q , et al. Traditional Chinese medicine Tanreqing inhibits quorum sensing systems in Pseudomonas aeruginosa. Front Microbiol. 2020; 11: 517462.

[37]

Biely P . Microbial carbohydrate esterases deacetylating plant polysaccharides. Biotechnol Adv. 2012; 30 (6): 1575- 1588.

[38]

Koropatkin NM , Cameron EA , Martens EC . How glycan metabolism shapes the human gut microbiota. Nat Rev Microbiol. 2012; 10 (5): 323- 335.

[39]

Zhu F , Zhang H , Wu H . Glycosyltransferase-mediated sweet modification in oral Streptococci. J Dent Res. 2015; 94 (5): 659- 665.

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