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"Qi, Cancan"
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Oxidative stress gene expression, DNA methylation, and gut microbiota interaction trigger Crohn’s disease: a multi-omics Mendelian randomization study
2023
Background
Oxidative stress (OS) is a key pathophysiological mechanism in Crohn’s disease (CD). OS-related genes can be affected by environmental factors, intestinal inflammation, gut microbiota, and epigenetic changes. However, the role of OS as a potential CD etiological factor or triggering factor is unknown, as differentially expressed OS genes in CD can be either a cause or a subsequent change of intestinal inflammation. Herein, we used a multi-omics summary data-based Mendelian randomization (SMR) approach to identify putative causal effects and underlying mechanisms of OS genes in CD.
Methods
OS-related genes were extracted from the GeneCards database. Intestinal transcriptome datasets were collected from the Gene Expression Omnibus (GEO) database and meta-analyzed to identify differentially expressed genes (DEGs) related to OS in CD. Integration analyses of the largest CD genome-wide association study (GWAS) summaries with expression quantitative trait loci (eQTLs) and DNA methylation QTLs (mQTLs) from the blood were performed using SMR methods to prioritize putative blood OS genes and their regulatory elements associated with CD risk. Up-to-date intestinal eQTLs and fecal microbial QTLs (mbQTLs) were integrated to uncover potential interactions between host OS gene expression and gut microbiota through SMR and colocalization analysis. Two additional Mendelian randomization (MR) methods were used as sensitivity analyses. Putative results were validated in an independent multi-omics cohort from the First Affiliated Hospital of Sun Yat-sen University (FAH-SYS).
Results
A meta-analysis from six datasets identified 438 OS-related DEGs enriched in intestinal enterocytes in CD from 817 OS-related genes. Five genes from blood tissue were prioritized as candidate CD-causal genes using three-step SMR methods:
BAD
,
SHC1
,
STAT3
,
MUC1
, and
GPX3
. Furthermore, SMR analysis also identified five putative intestinal genes, three of which were involved in gene–microbiota interactions through colocalization analysis:
MUC1
,
CD40
, and
PRKAB1
. Validation results showed that 88.79% of DEGs were replicated in the FAH-SYS cohort. Associations between pairs of
MUC1
–
Bacillus aciditolerans
and
PRKAB1
–
Escherichia coli
in the FAH-SYS cohort were consistent with eQTL–mbQTL colocalization.
Conclusions
This multi-omics integration study highlighted that OS genes causal to CD are regulated by DNA methylation and host-microbiota interactions. This provides evidence for future targeted functional research aimed at developing suitable therapeutic interventions and disease prevention.
Journal Article
Serum Anti-Aging Protein α-Klotho Mediates the Association between Diet Quality and Kidney Function
2023
Adherence to healthy dietary patterns is associated with a reduced risk of kidney dysfunction. Nevertheless, the age-related mechanisms that underpin the relationship between diet and kidney function remain undetermined. This study aimed to investigate the mediating role of serum α-Klotho, an anti-aging protein, in the link between a healthy diet and kidney function. A cross-sectional study was conducted on a cohort of 12,817 individuals aged between 40 and 79 years who participated in the National Health and Nutrition Examination Survey (NHANES) from 2007 to 2016. For each participant, the Healthy Eating Index 2015 (HEI-2015) score was calculated as a measure of a healthy dietary pattern. Creatinine-based estimated glomerular filtration rate (eGFR) was used to assess kidney function. Multivariable regression models were used to analyze the association between the standardized HEI-2015 score and eGFR after adjusting for potential confounders. Causal mediation analysis was performed to assess whether serum α-Klotho influenced this association. The mean (±SD) eGFR of all individuals was 86.8 ± 19.8 mL/min per 1.73 m2. A high standardized HEI-2015 score was associated with a high eGFR (β [95% CI], 0.94 [0.64–1.23]; p < 0.001). The mediation analysis revealed that serum α-Klotho accounted for 5.6–10.5% of the association of standardized overall HEI-2015 score, total fruits, whole fruits, greens and beans, and whole grain with eGFR in the NHANES. According to the results from the subgroup analysis, serum α-Klotho exerted a mediating effect in the participants aged 60–79 years and in males. A healthy diet may promote kidney function by up-regulating serum anti-aging α-Klotho. This novel pathway suggests important implications for dietary recommendations and kidney health.
Journal Article
Ageing trajectory of the gut microbiota is associated with metabolic diseases in a chronological age-dependent manner
2023
(Gut, 2022; 71:910–8), who reported inhibition of the gut microbiota trajectory in patients with autism spectrum disorder.1 Similarly, the human gut microbiota ages in adults.2 3 Transplantation of gut microbes from elderly hosts, compared with their younger counterparts, deteriorates recipients’ age-related metabolic alternations.4 5 However, the gut microbiota in humans could differ in its pace of ageing, namely, accelerated or delayed microbiota ageing, even among those with similar chronological ages (figure 1A); this process is analogous to biological ageing.6 Therefore, we wondered whether the gut microbiota ageing trajectory could be used as a biomarker for metabolic diseases in adults. [...]the results of the current and Ng’s study suggest that the ageing trajectory of the gut microbiota could be a potential biomarker for both paediatric and adult chronic diseases. [...]whether a chronological age-dependent bacterial function could be observed and understood in mechanism studies is worth investigating.
Journal Article
Epigenome-Wide DNA Methylation and Pesticide Use in the Agricultural Lung Health Study
2021
Pesticide exposure is associated with many long-term health outcomes; the potential underlying mechanisms are not well established for most associations. Epigenetic modifications, such as DNA methylation, may contribute. Individual pesticides may be associated with specific DNA methylation patterns but no epigenome-wide association study (EWAS) has evaluated methylation in relation to individual pesticides.
We conducted an EWAS of DNA methylation in relation to several pesticide active ingredients.
The Agricultural Lung Health Study is a case-control study of asthma, nested within the Agricultural Health Study. We analyzed blood DNA methylation measured using Illumina's EPIC array in 1,170 male farmers of European ancestry. For pesticides still on the market at blood collection (2009-2013), we evaluated nine active ingredients for which at least 30 participants reported past and current (within the last 12 months) use, as well as seven banned organochlorines with at least 30 participants reporting past use. We used robust linear regression to compare methylation at individual C-phosphate-G sites (CpGs) among users of a specific pesticide to never users.
Using family-wise error rate (
) or false-discovery rate (
), we identified 162 differentially methylated CpGs across 8 of 9 currently marketed active ingredients (acetochlor, atrazine, dicamba, glyphosate, malathion, metolachlor, mesotrione, and picloram) and one banned organochlorine (heptachlor). Differentially methylated CpGs were unique to each active ingredient, and a dose-response relationship with lifetime days of use was observed for most. Significant CpGs were enriched for transcription motifs and 28% of CpGs were associated with whole blood
-gene expression, supporting functional effects of findings. We corroborated a previously reported association between dichlorodiphenyltrichloroethane (banned in the United States in 1972) and epigenetic age acceleration.
We identified differential methylation for several active ingredients in male farmers of European ancestry. These may serve as biomarkers of chronic exposure and could inform mechanisms of long-term health outcomes from pesticide exposure. https://doi.org/10.1289/EHP8928.
Journal Article
Nasal DNA methylation at three CpG sites predicts childhood allergic disease
by
Koppelman, Gerard H.
,
Nawijn, Martijn C.
,
Qi, Cancan
in
631/250/2504/342/1927
,
692/308/2056
,
692/308/3187
2022
Childhood allergic diseases, including asthma, rhinitis and eczema, are prevalent conditions that share strong genetic and environmental components. Diagnosis relies on clinical history and measurements of allergen-specific IgE. We hypothesize that a multi-omics model could accurately diagnose childhood allergic disease. We show that nasal DNA methylation has the strongest predictive power to diagnose childhood allergy, surpassing blood DNA methylation, genetic risk scores, and environmental factors. DNA methylation at only three nasal CpG sites classifies allergic disease in Dutch children aged 16 years well, with an area under the curve (AUC) of 0.86. This is replicated in Puerto Rican children aged 9–20 years (AUC 0.82). DNA methylation at these CpGs additionally detects allergic multimorbidity and symptomatic IgE sensitization. Using nasal single-cell RNA-sequencing data, these three CpGs associate with influx of T cells and macrophages that contribute to allergic inflammation. Our study suggests the potential of methylation-based allergy diagnosis.
Accurate prediction of the onset of childhood allergy is important to clarify the difference between various respiratory diseases. Here the authors propose that the methylation status of three sites in nasal DNA predicts the onset of childhood allergy which may aid diagnosis and monitoring.
Journal Article
Bacteriocin ZJQ2-1 produced by Pediococcus pentosaceus from traditional sweet wine koji: purification, characterization, and application in fermented glutinous rice
2025
Background
Fermented glutinous rice has low alcohol content and abundant nutrients, but it is easily contaminated by
Bacillus cereus
during production and preservation. This study aimed to inhibit the spoilage bacterium
Bacillus cereus
in the fermented glutinous rice by bacteriocin-producing lactic acid bacteria and its bacteriocin.
Results
Bacteriocin-producing
Pediococcus pentosaceus
JQ2-1 was isolated from traditional sweet wine koji and its bacteriocin ZJQ2-1 was purified by ethyl acetate extraction, cation exchange chromatography, gel chromatography and reversed-phase high-performance liquid chromatography (RP-HPLC). Bacteriocin ZJQ2-1 was identified by HPLC–MS/MS, and the results showed it had a molecular weight of 1204.43 Da and the amino acid sequence was KIGLFGGAGVGKT. Further characterization analysis showed that the bacteriocin ZJQ2-1 was thermostable (30 min, 121°C), highly pH stable (2–10), sensitive to protease and exhibited broad-spectrum antibacterial ability against Gram-positive and Gram-negative bacteria. The count of
Bacillus cereus
in the fermented glutinous rice that was inoculated with
P. pentosaceus
JQ2-1 and bacteriocin ZJQ2-1 decreased by about 80% and 64% of that in the initial stage, respectively.
Conclusions
These results indicated the potential of
P. pentosaceus
JQ2-1 and bacteriocin ZJQ2-1 as a bio-preservative in glutinous rice products.
Journal Article
Plasma metabolome predicts trained immunity responses after antituberculosis BCG vaccination
by
van Crevel, Reinout
,
Mourits, Vera P.
,
Qi, Cancan
in
Antitubercular Agents
,
BCG vaccination
,
BCG Vaccine
2022
The antituberculosis vaccine Bacillus Calmette–Guérin (BCG) induces nonspecific protection against heterologous infections, at least partly through induction of innate immune memory (trained immunity). The amplitude of the response to BCG is variable, but the factors that influence this response are poorly understood. Metabolites, either released by cells or absorbed from the gut, are known to influence immune responses, but whether they impact BCG responses is not known. We vaccinated 325 healthy individuals with BCG, and collected blood before, 2 weeks and 3 months after vaccination, to assess the influence of circulating metabolites on the immune responses induced by BCG. Circulating metabolite concentrations after BCG vaccination were found to have a more pronounced impact on trained immunity responses, such as the increase in IL-1β and TNF-α production upon Staphylococcus aureus stimulation, than on specific adaptive immune memory, assessed as IFN-γ production in response to Mycobacterium tuberculosis . Circulating metabolites at baseline were able to predict trained immunity responses at 3 months after vaccination and enrichment analysis based on the metabolites positively associated with trained immunity revealed enrichment of the tricarboxylic acid (TCA) cycle and glutamine metabolism, both of which were previously found to be important for trained immunity. Several new metabolic pathways that influence trained immunity were identified, among which taurine metabolism associated with BCG-induced trained immunity, a finding validated in functional experiments. In conclusion, circulating metabolites are important factors influencing BCG-induced trained immunity in humans. Modulation of metabolic pathways may be a novel strategy to improve vaccine and trained immunity responses.
Journal Article
Species-level resolution for the vaginal microbiota with short amplicons
2024
For vaginal microbiota studies, diverse 16S rRNA gene regions were applied for amplification and sequencing, which affect the comparability between different studies as well as the species-level resolution of taxonomic classification. We conducted comprehensive evaluation on the methods which influence the accuracy for the taxonomic classification and established an optimal pipeline to achieve high species-level resolution for vaginal microbiota with short amplicons, which will facilitate future studies.
Journal Article
Long-term DNA methylation changes mediate heterologous cytokine responses after BCG vaccination
by
Debisarun, Priya A.
,
Mourits, Vera P.
,
Li, Wenchao
in
A3 gene
,
Adult
,
Animal Genetics and Genomics
2025
Background
Epigenetic reprogramming shapes immune memory in both innate (trained immunity) and adaptive immune cells following Bacillus Calmette-Guérin (BCG) vaccination. However, the role of dynamic DNA methylation changes in post-vaccination immune responses remains unclear.
Results
We established a cohort of 284 healthy Dutch individuals, profiling genome-wide DNA methylation and cytokine responses to ex vivo stimulation at baseline, 14 days, and 90 days post-BCG vaccination. We identified distinct patterns of DNA methylation alternations in the short- and long-term following BCG vaccination. Moreover, we established that baseline DNA methylation profiles exert influence on the change in interferon-γ (IFN-γ) production upon heterologous (
Staphylococcus aureus
) stimulation before and after BCG vaccination. Specifically, we identified the regulation of kisspeptin as a novel pathway implicated in the modulation of IFN-γ production, and this finding has been substantiated through experimental validation. We also observed associations between BCG-induced DNA methylation changes and increased IFN-γ and interleukin-1 β (IL-1β) production upon
S. aureus
stimulation. Interestingly, by integrating with genetic, epigenetic, and cytokine response data from the same individuals, mediation analysis demonstrated that most of the identified DNA methylation changes played a mediating role between genetic variants and cytokine responses; for example, the changes of cg21375332 near
SLC12 A3
gene mediated the regulation of genetic variants on IFN-γ changes after BCG vaccination. Sex-specific effects were observed in DNA methylation and cytokine responses, highlighting the importance of considering sex in immune studies.
Conclusions
These findings provide deeper insights into immune response mechanisms, crucial for developing effective epigenetic-based medical interventions for personalized medicine.
Journal Article
Structure-Based Stepwise Screening of PPARγ Antagonists as Potential Competitors with NCOA1 Coactivator Peptide for PPARγ CIS Site
2019
The small-molecule modulators (agonists and antagonists) of peroxisome proliferator-activated receptor-γ (PPARγ) have been widely used to treat metabolic, cardiovascular and inflammatory diseases such as Type-2 diabetes and heart failure. Existing PPARγ modulators are all developed to target the ligand-binding site (LBS) in PPARγ ligand-binding domain (LBD) interior, where is spatially separated from the coactivator-interacting site (CIS) on PPARγ LBD surface and can thus only indirectly mediate the binding of NCOA1 coactivator peptide to CIS site. Here, we propose a new therapeutic strategy termed as Type-III PPARγ antagonists, which competitively disrupt the NCOA1 peptide binding by directly targeting PPARγ CIS site. Such antagonists are also known as inverse agonists that can partially or fully repress the basal transcriptional activity of PPARγ. A structure-based stepwise screening is performed against a purchasable biogenic compound library to identify CIS-specific binding competitors. The screening integrates empirical manual exclusion, druglikeness/pharmacokinetic evaluation, chemical similarity analysis and high-throughput molecular docking to rank the relative binding capability for compound candidate lists. The competitive potency of eight promising hits against a truncated version (core binding sequence) of full-length NCOA1 peptide (
685
ERHKILHRLLQEGSPS
700
) is tested using fluorescence competition assays. Consequently, two out of the eight tested compounds are determined as potential competitors with NCOA1 peptide for PPARγ CIS site, with CC
50
values of 13 ± 1.8 and 54 ± 6.7 μM, respectively. Structural analysis reveals that the two competitor ligands are anchored at the central hole of CIS site through their substituted phenyl moieties, while forming a variety of hydrogen bonds, cation-π stacking and hydrophobic contacts with the regions surrounding the hole, conferring both stability and specificity to the CIS–competitor recognition and interaction.
Journal Article