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ORIGINAL RESEARCH article

Front. Cell. Infect. Microbiol.

Sec. Intestinal Microbiome

Volume 15 - 2025 | doi: 10.3389/fcimb.2025.1586212

This article is part of the Research TopicNutrition, Inflammation and Immunity in Liver and Gastrointestinal DisordersView all 6 articles

Correlation of intestinal bacteria, fungi and dietary nutrient intake in NAFLD patients with spleen deficiency syndrome

Provisionally accepted
Guiru  LinGuiru Lin1Wanyi  OuWanyi Ou1Jianmei  YangJianmei Yang1Dongliang  ChenDongliang Chen1Yuanfei  WangYuanfei Wang1Aiping  WuAiping Wu1Lilian  GaoLilian Gao2Wan  QuWan Qu3Chenli  LinChenli Lin3,4*Yinji  LiangYinji Liang1,3*
  • 1School of Nursing, Jinan University, Guangzhou, China
  • 2Department of Metabolic and Bariatric Surgery, First Affiliated Hospital of Jinan University, Guangzhou, China
  • 3Health Science Center, Jinan University, Guangzhou, China
  • 4School of Medicine, Jinan University, Guangzhou, Guangdong Province, China

The final, formatted version of the article will be published soon.

Background Spleen deficiency syndrome (SDS) is one of the primary Traditional Chinese Medicine (TCM) syndromes in NAFLD. Diet influences NAFLD and SDS through the intestinal microbiota. This study aimed to investigate the interrelationships of intestinal bacteria, fungi and dietary nutrient intake in NAFLD patients with SDS. Methods The NAFLD TCM Patient Reported Outcome Scale was administered to evaluate the TCM clinical symptoms of NAFLD patients. The Spleen Deficiency PRO Scale and Food Frequency Questionnaire were employed to respectively diagnose spleen deficiency syndrome and assess dietary nutrient intake, energy-adjusted dietary inflammatory index, and dietary diversity scores in NAFLD patients. Subsequently, stool samples were collected for 16S rRNA gene and ITS2 region sequencing to analyze the interrelationships among target intestinal bacteria, fungi, and dietary nutrient intake. Results The NAFLD TCM PRO Scale indicated that the average score for symptoms related to SDS in NAFLD patients was 4.13±0.40. Compared with NAFLD patients without SDS, those with SDS had insufficient dietary nutrient intake of diet-derived antioxidants such as carotene and folic acid, stronger pro-inflammatory effects of food, and reduced dietary diversity (P < 0.05). Additionally, sufficient dietary diversity was identified as a protective factor against SDS in NAFLD (P < 0.001). 16S rRNA gene and ITS2 region sequencing results showed that Collinsella (P = 0.046) and Rhizopus (LDA = 3.196, P = 0.01) were enriched in NAFLD patients with SDS, whereas Intestinimonas was markedly increased in NAFLD patients without SDS ( P = 0.02). Correlation analysis demonstrated that Gemmiger and Rhizopus were significantly positively correlated (P < 0.001), as were Candida and Segatella (P < 0.001). Intestinimonas was positively correlated with the intake of antioxidant and anti-inflammatory nutrients such as dietary fiber, vitamin C, and iron (P < 0.05), while niacin intake was negatively correlated with Rhizopus abundance (P = 0.025). Conclusion Symptoms related to SDS are common in patients with NAFLD. The independent and interactive effects of intestinal bacteria and fungi might have collectively influenced the immune function and inflammation levels in NAFLD patients with SDS. These processes were likely associated with the intake of antioxidant and anti-inflammatory nutrients, as well as niacin.

Keywords: Non-alcoholic fatty liver disease, Spleen deficiency syndrome, Intestinal bacteria, Intestinal fungi, Dietary nutrient intake

Received: 02 Mar 2025; Accepted: 15 Jul 2025.

Copyright: © 2025 Lin, Ou, Yang, Chen, Wang, Wu, Gao, Qu, Lin and Liang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Chenli Lin, School of Medicine, Jinan University, Guangzhou, 510630, Guangdong Province, China
Yinji Liang, School of Nursing, Jinan University, Guangzhou, China

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