Association of gut microbiota and inflammatory markers in obese patients with type 2 diabetes mellitus: post hoc analysis of a synbiotic interventional study.
Bioscience of Microbiota, Food and Health Vol. 41 (3), 103–111, 2022
Full Paper
Association of gut microbiota and inflammatory markers in
obese patients with type 2 diabetes mellitus: post hoc analysis
of a synbiotic interventional study
Yukiko SUGAWARA1, Akio KANAZAWA1*, Masanori AIDA5, Yasuto YOSHIDA5, Yuichiro YAMASHIRO6 and
Hirotaka WATADA1-4
1Department
of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 1138421, Japan
2Center for Therapeutic Innovations in Diabetes, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo
113-8421, Japan
3Center for Identification of Diabetic Therapeutic Targets, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku,
Tokyo 113-8421, Japan
4Sportology Center, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
5Food Research Department, Yakult Central Institute, 5-11 Izumi, Kunitachi-shi, Tokyo 186-8650, Japan
6Probiotics Research Laboratory, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
Received December 2, 2021; Accepted January 26, 2022; Published online in J-STAGE February 16, 2022
Chronic inflammation caused by gut dysbiosis is associated with the pathophysiology of metabolic disease.
Synbiotics are useful for ameliorating gut dysbiosis; however, it remains unclear what types of bacteria act as
key markers for synbiotic-driven improvement of chronic inflammation. Here, we performed a post hoc analysis
of a 24-week randomized controlled study using synbiotics to investigate the association between gut microbiota
and inflammatory markers. We characterized the responders who showed lower interleukin-6 (IL-6) levels in
response to synbiotic supplementation among 86 obese patients with type 2 diabetes mellitus. In our baseline
analysis, the relative abundances of Bifidobacterium adolescentis and Alistipes onderdonkii correlated positively
with IL-6, lipopolysaccharide binding protein (LBP), and high-sensitivity C-reactive protein (Hs-CRP) levels.
The relative abundance of Eubacterium rectale correlated positively with LBP and Hs-CRP levels, and that of
Bacteroides thetaiotaomicron correlated positively with LBP levels. Based on our responder analysis, patients with
higher body mass indices (over 30 kg/m2 on average), low abundances of Bacteroides caccae and Parabacteroides
merdae at baseline and 24 weeks, and minimal changes in the relative abundance of E. rectale and Shannon index
from baseline showed decreased IL-6 levels compared with baseline. However, glycemic control in responders was
unchanged. In conclusion, we identified four bacterial species (B. adolescentis, A. onderdonkii, E. rectale, and B.
thetaiotaomicron) related to chronic inflammation and predictive markers (B. caccae, P. merdae, and severity of
obesity) in responders to synbiotic supplementation among obese patients with type 2 diabetes.
Key words: diabetes mellitus, chronic inflammation, gut microbiota, synbiotic, obesity
INTRODUCTION
Type 2 diabetes mellitus (T2DM) is a complex metabolic
disease. Multiple factors, including genetics, lifestyle, diet,
and aging, contribute to either the onset or progression of this
disease, if not both [1]. Among these factors, diet is an important
environmental factor affecting the gut microbiota, and dietinduced changes in microbial composition are involved in human
physiology and disease processes [2]. We previously demonstrated
that obese patients with T2DM had chronic inflammatory states
accompanied by gut dysbiosis and bacterial translocation [3].
Therefore, the gut microbiota is a new therapeutic target for
treating chronic inflammation in T2DM.
To date, probiotics, prebiotics, and synbiotics (the combination
of one or more probiotics and prebiotics) have been reported to be
useful for inhibiting bacterial translocation [4] and improving the
*Corresponding author. Akio Kanazawa (E-mail: )
(Supplementary materials: refer to PMC https://www.ncbi.nlm.nih.gov/pmc/journals/2480/)
©2022 BMFH Press
This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives (by-nc-nd) License.
(CC-BY-NC-ND 4.0: https://creativecommons.org/licenses/by-nc-nd/4.0/)
doi: 10.12938/bmfh.2021-081
104
Y. Sugawara, et al.
intestinal environment in metabolic disease [5] and other diseases
[6]. Therefore, we previously performed a 24-week randomized
controlled study to investigate the effects of daily intake of a
synbiotic comprising Lacticaseibacillus paracasei (previously
known as Lactobacillus casei) strain Shirota YIT 9029,
Bifidobacterium breve strain Yakult YIT 12272, and galactooligosaccharides on chronic inflammation and gut microbiota in
86 obese patients with T2DM [7]. This synbiotic did not reduce
plasma interleukin-6 (IL-6) levels as the primary outcome,
although numerous bacterial species that showed significant
changes in response to synbiotic supplementation were identified
by using 16S rRNA amplicon gene analysis [7].
The presence of responders and non-responders to diet and
probiotics in relation to cholesterol metabolism and insulin
sensitivity has already been reported in obese individuals [8]
and T2DM [9]. However, little is known about the clinical
characteristics of responders with improvement of chronic
inflammation in response to synbiotic supplementation among
obese patients with T2DM. Therefore, it is important to identify
clinical or microbial biomarkers for predicting responders
to synbiotic supplementation in order to pave the way for
personalized nutrition.
Recently, the associations between specific bacterial species
and inflammation have been reported in some diseases, such
as inflammatory bowel diseases [10] and autoimmune diseases
[11]. However, bacterial species relating to inflammatory
markers, such as IL-6, high-sensitivity C-reactive protein (HsCRP), and lipopolysaccharide binding protein (LBP), have yet
to be investigated in obese patients with T2DM. Based on this
background information, we performed a post hoc analysis of
a randomized controlled study using synbiotics to investigate
gut microbiota related to chronic inflammation. We also sought
to identify clinical and microbial markers among responders to
synbiotic supplementation in obese patients with T2DM.
MATERIALS AND METHODS
Study participants
In this post hoc analysis, inclusion and exclusion criteria
were applied as previously described [7]. Briefly, the main
inclusion criteria were 1) age ≥30 but <80 years, 2) HbA1c
(National Glycohemoglobin Standardization Program, NGSP)
≥6.0 but <9.0%, and 3) body mass index (BMI) ≥25.0 kg/m2.
The exclusion criteria were 1) serious kidney disease (serum
creatinine level ≥1.5 mg/dL and/or hemodialysis), 2) serious liver
disease excluding fatty liver, and 3) inflammatory bowel disease.
A total of 86 patients with T2DM who met the requirements of
the above in (...truncated)