A Stacking Machine Learning Method for IL-10-Induced Peptide Sequence Recognition Based on Unified Deep Representation Learning DOI Creative Commons
Jiayu Li, Jici Jiang,

Hongdi Pei

et al.

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(16), P. 9346 - 9346

Published: Aug. 17, 2023

Interleukin-10 (IL-10) has anti-inflammatory properties and is a crucial cytokine in regulating immunity. The identification of IL-10 through wet laboratory experiments costly time-intensive. Therefore, new IL-10-induced peptide recognition method, IL10-Stack, was introduced this research, which based on unified deep representation learning stacking algorithm. Two approaches were employed to extract features from sequences: Amino Acid Index (AAindex) sequence-based (UniRep). After feature fusion optimized selection, we selected 1900-dimensional UniRep vector constructed the IL10-Stack model using stacking. exhibited excellent performance (accuracy (ACC) = 0.910, Matthews correlation coefficient (MCC) 0.820). Relative existing methods, IL-10Pred ILeukin10Pred, approach increased ACC by 12.1% 2.4%, respectively. method can identify peptides, aids development immunosuppressive drugs.

Language: Английский

Clinical Studies on the Supplementation of Manufactured Human Milk Oligosaccharides: A Systematic Review DOI Open Access
Yannik Bernd Schönknecht,

María Virginia Moreno Tovar,

Stina Rikke Jensen

et al.

Nutrients, Journal Year: 2023, Volume and Issue: 15(16), P. 3622 - 3622

Published: Aug. 17, 2023

Human milk oligosaccharides (HMOs) are a major component of human milk. They associated with multiple health benefits and manufactured on large scale for their addition to different food products. In this systematic review, we evaluate the outcomes published clinical trials involving supplementation HMOs. We screened PubMed database Cochrane Library, identifying 26 relevant five publications describing follow-up studies. The varied in study populations, including healthy term infants, infants medical indications, children, adults. tested eight HMO structures individually or as blends varying doses. All included safety tolerance assessments, some also assessed growth, stool characteristics, infections, gut microbiome composition, microbial metabolites, biomarkers. studies consistently found that was safe well tolerated. Infant reported shift towards those observed breastfed intestinal immune markers. Beneficial system effects have been other populations following supplementation. Further needed substantiate understand structure dose dependency.

Language: Английский

Citations

23

Human milk oligosaccharides differentially support gut barrier integrity and enhance Th1 and Th17 cell effector responses in vitro DOI Creative Commons
Erik J. Boll, Daniel Villalba Lopez,

Mandy Terne

et al.

Frontiers in Immunology, Journal Year: 2024, Volume and Issue: 15

Published: March 6, 2024

Human milk oligosaccharides (HMOs) can modulate the intestinal barrier and regulate immune cells to favor maturation of infant tract system, but precise functions individual HMOs are unclear. To determine structure-dependent effects (representing different structural classes) on epithelium as well innate adaptive cells, we assessed fucosylated (2′FL 3FL), sialylated (3′SL 6′SL) neutral non-fucosylated (LNT LNT2) for their ability support integrity, stimulate secretion chemokines from epithelial cytokine release LPS-activated dendritic (DCs), M1 macrophages (MØs), co-cultures with naïve CD4 + T cells. The increased integrity protected following an inflammatory insult exerted minimal immunomodulatory activity. enhanced CXCL10, CCL20 CXCL8 promoted several cytokines (including IL-10, IL-12p70 IL-23) DCs MØs, IFN-γ IL-17A primed by MØs while reducing IL-13. Thus, 3′SL 6′SL supported Th1 Th17 responses Th2 responses. Collectively, our data show that exert possess properties confer benefits infants possibly also later in life.

Language: Английский

Citations

15

Lifelong partners: Gut microbiota-immune cell interactions from infancy to old age DOI Creative Commons
Julia A. Brown, Hilal Bashir, Melody Yue Zeng

et al.

Mucosal Immunology, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

Language: Английский

Citations

1

Supplementing infant milk formula with a multi-strain synbiotic and osteopontin enhances colonic microbial colonization and modifies jejunal gene expression in lactating piglets DOI Creative Commons

Laia Ferreres-Serafini,

Susana M. Martín–Orúe,

Meritxell Sadurní

et al.

Food & Function, Journal Year: 2024, Volume and Issue: 15(12), P. 6536 - 6552

Published: Jan. 1, 2024

A total of ninety-six weaned piglets were assigned to four dietary treatments in a 2 × design. The included: standard milk formula (CTR); CTR + probiotics (6.4 10

Language: Английский

Citations

5

Dietary human milk oligosaccharides reduce allergic airway inflammation by modulating SCFAs level and ILC2 activity DOI
Xu Han, Zhongjie Wang,

Hongchuan Cao

et al.

Immunology, Journal Year: 2024, Volume and Issue: 173(3), P. 562 - 574

Published: Aug. 6, 2024

Group 2 innate lymphoid cells (ILC2s) play a crucial role in the progression of asthma, yet regulatory mechanisms modulating ILC2 responses asthma remain underexplored. Human milk oligosaccharides (HMOs), vital non-nutritive components breast milk, are known to significantly shape immune system development and influence incidence allergic diseases. However, their impact on ILC2-driven is not fully understood. Our research reveals that dietary HMOs act as potent inhibitors airway inflammation. Treatment with 2'-fucosyllactose (2'-FL) 6'-sialyllactose (6'-SL) reduced ILC2-related inflammation induced by papain or Alternaria alternata mice, evidenced decreased eosinophil (EOS) infiltration lower IL-5 IL-13 levels BALF. Notably, while expresses HMO receptors, did directly but potentially modulated activity through alterations gut microbiota derived SCFAs. treatments alleviated SCFA-dependent manners, SCFA depletion receptor blocking reversing these beneficial effects. This study potential managing modulation gut-lung axis, proposing new therapeutic avenue utilises immunomodulatory capacities nutritional combat respiratory

Language: Английский

Citations

4

Bioactive compounds in human milk DOI
Anthony E. Castro, Maria Sanchez-Holgado, Miguel Sáenz de Pipaón

et al.

Current Opinion in Clinical Nutrition & Metabolic Care, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 12, 2025

Purpose of review: Human milk is the optimal food choice for infants. Reviewing latest advances in research about human compounds and their effect on health helps understand benefits breastfeeding improves knowledge key bioactive nutrients that can be used to improve feeding during infancy, with short long-time effects health. Recent findings: In last years, it has been described how such as oligosaccharides, hormones, lipids, cellular components microbes play an important role infants’ health, reducing risk infectious, metabolic autoimmune diseases. The mechanisms transmission from mother infant these are not always well described, but there several lines biological beneficial effects. Summary: These findings may help maternal interventions, modifiable factors able modulate composition. They development formulas enhance nutritional plans. Also, identification isolation describe new ways supplementation.

Language: Английский

Citations

0

HMOS 2’FL and 3FL prevent house dust mite induced proinflammatory cytokine release in vitro and decrease specific IgE production in a murine allergic asthma model DOI Creative Commons
Marit Zuurveld,

Janna W. M. de Kleer,

Alinda J. Berends

et al.

Frontiers in Nutrition, Journal Year: 2025, Volume and Issue: 12

Published: Feb. 19, 2025

Allergic asthma is characterized by sensitization to airborne allergens like house dust mite (HDM). Human milk oligosaccharides (HMOS) are linked improved immune maturation and potentially alleviate allergy development. A human in vitro model for crosstalk between bronchial epithelial cells (BECs), monocyte-derived DCs (moDCs) T cells, during HDM exposure, was established. The immunomodulatory effects of the HMOS 2'-fucosyllactose (2'FL) 3-fucosyllactose (3FL) were investigated this subsequently a mite-induced allergic murine model. exposure BEC-DC coculture enhanced type 2 instructing TSLP, while reducing regulatory TGFβ secretion. Coculture HDM-primed with IL4 2'FL or 3FL preincubation prevented HDM-induced TSLP IL8 release from BEC-DC. HDM-allergic mice receiving 1% 0,5% supplemented diet both had lower serum levels HDM-specific IgE compared fed control diet. In conclusion, activation subsequent cell response modified downstream responses vitro. Both reduced asthma, but did not protect against airway inflammation. Here, we describe an mucosal as relevant tool reduce use animals studies aiming prevent asthma. well vivo, found drive away signature, paving way further investigate potential preventive fucosylated HMOS.

Language: Английский

Citations

0

Mutual Interactions Between Microbiota and the Human Immune System During the First 1000 Days of Life DOI Creative Commons
Ming Tang,

Ishbel Ligthart,

Štefan Varga

et al.

Biology, Journal Year: 2025, Volume and Issue: 14(3), P. 299 - 299

Published: March 16, 2025

The development of the human immune system starts during fetal period in a largely, but probably not completely, sterile environment. During and after birth, is exposed to an increasingly complex microbiota. first microbiota encountered passage through birth canal colonize infant gut induce tolerance system. Transplacentally derived maternal IgG as well IgA from breast milk protect infections 100 days, which further develops immunological memory formed. Weaning introduction solid food expose novel (food) antigens allow for other colonize. cells molecules involved mutual intricate interactions between developing are now beginning be recognized. These include bacterial components such polysaccharide A Bacteroides fragilis, metabolites short-chain fatty acid butyrate, indole-3-aldehyde, indole-3-propionic acid. All these, more, have specific immunoregulatory functions shape 1000 days life.

Language: Английский

Citations

0

Comprehensive review on human Milk oligosaccharides: Biosynthesis, structure, intestinal health benefits, immune regulation, neuromodulation mechanisms, and applications DOI

Jieting Yu,

Le Li, Supaluck Kraithong

et al.

Food Research International, Journal Year: 2025, Volume and Issue: 209, P. 116328 - 116328

Published: April 6, 2025

Language: Английский

Citations

0

Identification of the key genes in Sanhe cattle for health and milk composition traits based on the WGCNA DOI Creative Commons
Ning Wang,

Shenjia Chen,

Yong Tang

et al.

Journal of Dairy Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский

Citations

0