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  • Open Access

    ARTICLE

    Machine Learning Models for Predicting Smoking-Related Health Decline and Disease Risk

    Vaskar Chakma1,*, Md Jaheid Hasan Nerab1, Abdur Rouf1, Abu Sayed2, Hossem Md Saim3, Md. Nournabi Khan3

    Journal of Intelligent Medicine and Healthcare, Vol.4, pp. 1-35, 2026, DOI:10.32604/jimh.2026.074347 - 23 January 2026

    Abstract Smoking continues to be a major preventable cause of death worldwide, affecting millions through damage to the heart, metabolism, liver, and kidneys. However, current medical screening methods often miss the early warning signs of smoking-related health problems, leading to late-stage diagnoses when treatment options become limited. This study presents a systematic comparative evaluation of machine learning approaches for smoking-related health risk assessment, emphasizing clinical interpretability and practical deployment over algorithmic innovation. We analyzed health screening data from 55,691 individuals, examining various health indicators including body measurements, blood tests, and demographic information. We tested three advanced… More >

  • Open Access

    REVIEW

    Mitochondrial-epigenetic crosstalk as an integrative standpoint into gut microbiome dysbiosis and related diseases

    VINíCIUS AUGUSTO SIMãO1, LUIZ GUSTAVO DE ALMEIDA CHUFFA1, LEóN FERDER2, FELIPE INSERRA2, WALTER MANUCHA3,4,*

    BIOCELL, Vol.48, No.10, pp. 1429-1442, 2024, DOI:10.32604/biocell.2024.053478 - 02 October 2024

    Abstract The interplay between mitochondria, epigenetics, and the microbiota is intricately linked to both health and disease. Within our cells, a complex molecular dance occurs, where these components intertwine in a mesmerizing ballet that plays a decisive role in our health. Mitochondria, beyond being energy powerhouses, modulate nuclear gene expression through messengers like reactive oxidative stress (ROS) and calcium. Epigenetics, acting as the molecular conductor, regulates the expression of both nuclear and mitochondrial genes through modifications like DNA methylation. The intestinal microbiota itself produces short-chain fatty acids (SCFAs) that influence mitochondrial activity. SCFA-induced epigenetic modifications, like… More >

  • Open Access

    REVIEW

    Mannose metabolism and immune regulation: Insights into its therapeutic potential in immunology-related diseases

    QINGPAN BU, PING LI, YUNFEI XIA, XINPEI WEI, KAI SONG*

    BIOCELL, Vol.47, No.11, pp. 2535-2546, 2023, DOI:10.32604/biocell.2023.030781 - 27 November 2023

    Abstract Mannose, a different isomer of the hydroxyl group at the C-2 position of glucose, shares the same transport carrier protein with glucose to enter cells and participate in the regulation of glucose metabolism. It affects cell growth, differentiation, and function and plays an active role in tumor immunity and inflammatory processes. This paper provides theoretical support for expanding the clinical applications of mannose by exploring its constitution, metabolic pathways, and role in regulating immune cell function and treating immunology-related diseases. More > Graphic Abstract

    Mannose metabolism and immune regulation: Insights into its therapeutic potential in immunology-related diseases

  • Open Access

    REVIEW

    Ubiquitin Specific Protease 2: Structure, Isoforms, Cellular Function, Related Diseases and Its Inhibitors

    Hao Luo1,#,*, Yanjie Ji2,#, Xinrong Gao1, Xinying Liu1, Yunzhao Wu3, Yingli Wu3,*

    Oncologie, Vol.24, No.1, pp. 85-99, 2022, DOI:10.32604/oncologie.2022.021705 - 31 March 2022

    Abstract The ubiquitin-proteasome system (UPS) is an important pathway for cellular protein degradation. The components of this pathway, including the proteasome, ubiquitinase, and deubiquitinase, are highly specialized and strictly regulated. The ubiquitin-specific protease 2 (USP2) belongs to the ubiquitin-specific proteases, a subgroup of deubiquitinating enzymes. USP2 plays essential roles in regulating cell survival, cell cycle, circadian rhythm, cell metabolism, inflammatory response, antiviral response, and metastasis by interacting with certain proteins such as Cyclin D1, PER1, CRY1, HDM2/p53, FASN, LDLR, TRAF6, TBK1, and TGFBR1-TGFBR2 complex. Elevation of USP2 has been observed in a variety of cancers, including… More >

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