Emerging biomaterials and bio-nano interfaces in pulmonary hypertension therapy: transformative strategies for personalized treatment DOI Creative Commons
Xiaofa Chen, Lina Xu, Haiyan Shi

et al.

Frontiers in Bioengineering and Biotechnology, Journal Year: 2025, Volume and Issue: 13

Published: May 9, 2025

Pulmonary hypertension (PH) is still an aggressive and progressive illness with vascular remodeling right heart failure despite the therapeutic advances made in recent past. Biomaterials offer attractive route to break current paradigms by inducing repair, facilitating drug targeting, allowing dynamic regeneration of tissue. This review taking integrated approach investigates revolutionary role played novel biomaterials bio–nano interfaces PH treatment. We classify evaluate several classes biomaterial platforms including natural polymers, scaffolds based on synthetic extracellular vesicles (EVs), stimulus-responsive systems emphasis both underlying mechanisms clinical relevance. further address progress artificial intelligence (AI)-based integrating multi-omics tools provide patient-tailored therapy. finally touch ongoing limitations enumerate future directions required take forward biomaterial-based therapies towards reality.

Language: Английский

Multi-omics approaches for understanding gene-environment interactions in noncommunicable diseases: techniques, translation, and equity issues DOI Creative Commons

Robel Alemu,

Nigussie Tadesse Sharew,

Yodit Y. Arsano

et al.

Human Genomics, Journal Year: 2025, Volume and Issue: 19(1)

Published: Jan. 31, 2025

Non-communicable diseases (NCDs) such as cardiovascular diseases, chronic respiratory cancers, diabetes, and mental health disorders pose a significant global challenge, accounting for the majority of fatalities disability-adjusted life years worldwide. These arise from complex interactions between genetic, behavioral, environmental factors, necessitating thorough understanding these dynamics to identify effective diagnostic strategies interventions. Although recent advances in multi-omics technologies have greatly enhanced our ability explore interactions, several challenges remain. include inherent complexity heterogeneity multi-omic datasets, limitations analytical approaches, severe underrepresentation non-European genetic ancestries most omics which restricts generalizability findings exacerbates disparities. This scoping review evaluates landscape data related NCDs 2000 2024, focusing on advancements integration, translational applications, equity considerations. We highlight need standardized protocols, harmonized data-sharing policies, advanced approaches artificial intelligence/machine learning integrate study gene-environment interactions. also opportunities translating insights (GxE) research into precision medicine strategies. underscore potential advancing enhancing patient outcomes across diverse underserved populations, emphasizing fairness-centered strategic investments build local capacities underrepresented populations regions.

Language: Английский

Citations

2

Immune correlates of protection as a game changer in tuberculosis vaccine development DOI Creative Commons
Jing Wang, Xiao‐Yong Fan, Zhidong Hu

et al.

npj Vaccines, Journal Year: 2024, Volume and Issue: 9(1)

Published: Oct. 30, 2024

The absence of validated correlates protection (CoPs) hampers the rational design and clinical development new tuberculosis vaccines. In this review, we provide an overview potential CoPs in vaccine research. Major hindrances opportunities are then discussed. Based on recent progress, it is reasonable to anticipate that success ongoing efforts identify would be a game-changer development.

Language: Английский

Citations

11

Artificial intelligence-driven integration of multi-omics and radiomics: A new hope for precision cancer diagnosis and prognosis DOI
Jordi Camps, Andrea Jiménez-Franco,

Raquel García-Pablo

et al.

Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease, Journal Year: 2025, Volume and Issue: unknown, P. 167841 - 167841

Published: April 1, 2025

Language: Английский

Citations

1

AI-Driven Drug Discovery for Rare Diseases DOI

Amit Gangwal,

Antonio Lavecchia

Journal of Chemical Information and Modeling, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 17, 2024

Rare diseases (RDs), affecting 300 million people globally, present a daunting public health challenge characterized by complexity, limited treatment options, and diagnostic hurdles. Despite legislative efforts, such as the 1983 US Orphan Drug Act, more than 90% of RDs lack effective therapies. Traditional drug discovery models, marked lengthy development cycles high failure rates, struggle to meet unique demands RDs, often yielding poor returns on investment. However, advent artificial intelligence (AI), encompassing machine learning (ML) deep (DL), offers groundbreaking solutions. This review explores AI's potential revolutionize for overcoming these challenges. It discusses AI-driven advancements, repurposing, biomarker discovery, personalized medicine, genetics, clinical trial optimization, corporate innovations, novel target identification. By synthesizing current knowledge recent breakthroughs, this provides crucial insights into how AI can accelerate therapeutic ultimately improving patient outcomes. comprehensive analysis fills critical gap in literature, enhancing understanding pivotal role transforming RD research guiding future efforts vital area medicine.

Language: Английский

Citations

4

Mechanisms and technologies in cancer epigenetics DOI Creative Commons
Zaki A. Sherif, Olorunseun O. Ogunwobi, Habtom W. Ressom

et al.

Frontiers in Oncology, Journal Year: 2025, Volume and Issue: 14

Published: Jan. 7, 2025

Cancer's epigenetic landscape, a labyrinthine tapestry of molecular modifications, has long captivated researchers with its profound influence on gene expression and cellular fate. This review discusses the intricate mechanisms underlying cancer epigenetics, unraveling complex interplay between DNA methylation, histone chromatin remodeling, non-coding RNAs. We navigate through tumultuous seas dysregulation, exploring how these processes conspire to silence tumor suppressors unleash oncogenic potential. The narrative pivots cutting-edge technologies, revolutionizing our ability decode epigenome. From granular insights single-cell epigenomics holistic view offered by multi-omics approaches, we examine tools are reshaping understanding heterogeneity evolution. also highlights emerging techniques, such as spatial long-read sequencing, which promise unveil hidden dimensions regulation. Finally, probed transformative potential CRISPR-based epigenome editing computational analysis transmute raw data into biological insights. study seeks synthesize comprehensive yet nuanced contemporary landscape future directions research.

Language: Английский

Citations

0

Advancing clinical biochemistry: addressing gaps and driving future innovations DOI Creative Commons

Haiou Cao,

Felix Oghenemaro Enwa,

Amaliya Latypova

et al.

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

Published: April 8, 2025

Modern healthcare depends fundamentally on clinical biochemistry for disease diagnosis and therapeutic guidance. The discipline encounters operational constraints, including sampling inefficiencies, precision limitations, expansion difficulties. Recent advancements in established technologies, such as mass spectrometry the development of high-throughput screening point-of-care are revolutionizing industry. biosensor technology wearable monitors facilitate continuous health tracking, Artificial Intelligence (AI)/machine learning (ML) applications enhance analytical capabilities, generating predictive insights individualized treatment protocols. However, concerns regarding algorithmic bias, data privacy, lack transparency decision-making ("black box" models), over-reliance automated systems pose significant challenges that must be addressed responsible AI integration. limitations remain-substantial implementation expenses, system incompatibility issues, information security vulnerabilities intersect with ethical considerations fairness protected information. Addressing these demands coordinated efforts between clinicians, scientists, technical specialists. This review discusses current biochemistry, explicitly addressing reference intervals barriers to implementing innovative biomarkers medical settings. discussion evaluates how advanced technologies multidisciplinary collaboration can overcome constraints while identifying research priorities diagnostic accessibility better delivery.

Language: Английский

Citations

0

Revolutionizing multi‐omics analysis with artificial intelligence and data processing DOI Open Access
Ali Yetgin

Quantitative Biology, Journal Year: 2025, Volume and Issue: 13(3)

Published: April 7, 2025

Language: Английский

Citations

0

Recent advances in therapeutic probiotics: insights from human trials DOI
Mu-Yeol Cho,

Jeong-Sik Eom,

Eunmi Choi

et al.

Clinical Microbiology Reviews, Journal Year: 2025, Volume and Issue: unknown

Published: April 22, 2025

SUMMARY Recent advances in therapeutic probiotics have shown promising results across various health conditions, reflecting a growing understanding of the human microbiome’s role and disease. However, comprehensive reviews integrating diverse effects subjects been limited. By analyzing randomized controlled trials (RCTs) meta-analyses, this review provides overview key developments probiotic interventions targeting gut, liver, skin, vaginal, mental, oral health. Emerging evidence supports efficacy specific strains combinations treating wide range disorders, from gastrointestinal (GI) liver diseases to dermatological bacterial vaginosis, mental diseases. We discuss expanding microbiome-organ connections underlying mechanisms action. While many clinical demonstrate significant benefits, we acknowledge areas requiring further large-scale studies establish definitive optimal treatment protocols. The addresses challenges standardizing research methodologies emphasizes importance considering individual variations microbiome composition host genetics. Additionally, explore emerging concepts such as oral-gut-brain axis future directions, including high-resolution profiling, host-microbe interaction studies, organoid models, artificial intelligence applications research. Overall, offers update on current state multiple domains health, providing insights into directions potential for revolutionize preventive medicine.

Language: Английский

Citations

0

AI and omics technologies in biobanking: Applications and challenges for public health DOI Creative Commons

Pedro Venturini,

Paula Lobato de Faria, João V. Cordeiro

et al.

Public Health, Journal Year: 2025, Volume and Issue: 243, P. 105726 - 105726

Published: May 1, 2025

Language: Английский

Citations

0

Unresolved questions in the application of artificial intelligence virtual cells for cancer research DOI Creative Commons
Carlos M. Ardila, Pradeep Kumar Yadalam

Military Medical Research, Journal Year: 2025, Volume and Issue: 12(1)

Published: April 30, 2025

Language: Английский

Citations

0