November 2022 in “Scientific Data” This study identified downstream genes regulated by androgen receptor signaling in dermal papilla cells and suggests potential molecular targets for treating androgenetic alopecia and prostate cancer.
December 2021 in “INDIGO (University of Illinois at Chicago)” This study used single-cell RNA sequencing to characterize 19 distinct cell populations in sheep hair follicles, uncovering differentiation signatures and intercellular communication that may influence wool curvature and sheep breeding.
5 citations
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May 2024 in “BMC Genomics” This study analyzed the transcriptome of the Tianzhu white yak, identifying differential transcripts that shed light on the molecular mechanisms influencing hair length growth variation in this species.
November 2022 in “bioRxiv (Cold Spring Harbor Laboratory)” In this study, deep learning models accurately predicted gene expression in whole slide images of colorectal cancer, with convolutional neural networks outperforming transformer and graph-based approaches in spatial RNA pattern prediction.
2 citations
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February 2025 in “Poultry Science” In this study, researchers investigated the genetic basis of the feathered foot trait in Guangxi native chickens and found that the gene TBX5 plays a critical role, suggesting it affects feather formation by regulating the proliferation and migration of dermal fibroblasts.
1 citations
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February 2023 in “Frontiers in Endocrinology” This study demonstrates that combining gene expression data with a random forest algorithm provides highly accurate diagnosis of childhood growth hormone deficiency, showing potential utility in distinguishing it from non-GHD short stature.
1 citations
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August 2022 in “BMC Plant Biology” Melatonin helps broccoli roots produce anti-cancer compounds by controlling nitric oxide and hydrogen peroxide levels.
17 citations
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March 2022 in “BMC Genomics” This study found that differences in cashmere fiber diameter in Tibetan cashmere goats are associated with variations in metabolic, hypoxic, and stress response-related proteins, offering insights for breeding strategies.
March 2024 in “International journal of molecular sciences” In this study on Angora rabbits, researchers identified genetic factors influencing wool fiber diameter by analyzing hair follicle proteins, highlighting keratin family members and other proteins as key contributors to fiber differences between coarse and fine wool.
12 citations
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June 2021 in “Scientific Reports” This study identified aging-related epigenetic and transcriptomic biomarkers and suggested that curcumin might target and inhibit the JUN gene, implicating potential therapeutic strategies against aging.
March 2026 in “Skin Appendage Disorders” This study identified CD28, GZMB, and CD1C as key immune regulators in alopecia areata, highlighting CD28 as a potential therapeutic target with a promising safety profile, using a proteome-anchored multi-omics approach to uncover actionable targets for this autoimmune hair-loss disorder.
January 2024 in “Research Square (Research Square)” This study identified robust susceptibility genes and potential drug candidates for male-pattern baldness, providing insights into the condition's molecular mechanisms.
8 citations
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March 2023 in “International Wound Journal” The researchers reported that several m6A-related genes, particularly IGF2BP3, were differentially expressed in keloid tissue compared to normal skin, indicating potential targets for understanding keloid pathogenesis and treatment.
June 2024 in “Computational and Structural Biotechnology Journal” This review discusses the integration of omics analyses in androgenetic alopecia research, reporting no new clinical results but suggesting that collaborative multi-omics studies may enhance understanding of AGA's pathomechanisms.
January 2023 in “Research Square (Research Square)” This study identified m6A-related genes, particularly IGF2BP3, as significantly up-regulated in keloid patients, potentially implicating them in the condition's molecular mechanisms and suggesting targets for therapy.
10 citations
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June 2024 in “Frontiers in Genetics” This study analyzed RNA-seq data from various animal breeds and suggested that similar molecular mechanisms may underlie wool fineness in different sheep breeds. Researchers identified 32 candidate genes related to hair follicle regulation, providing insights for molecular breeding and evolutionary studies.
47 citations
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January 2024 in “iScience” The researchers reported that stress-induced keratins in human skin are expressed at lower levels than those in healthy skin and are co-regulated with genes involved in differentiation, inflammation, and immunity, rather than replacing keratins of normal differentiation or indicating cell proliferation.
November 2023 in “Journal of Investigative Dermatology” This research investigated immune cell involvement in various types of inflammatory alopecia by analyzing gene expression data from scalp samples, revealing distinct cellular changes in conditions like Alopecia Areata, Frontal Fibrosing Alopecia, Lichen Planopilaris, and Central Centrifugal Cicatricial Alopecia, which may inform future therapeutic targets.
7 citations
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June 2024 in “Communications Medicine” In this study, researchers analyzed spaceflight data from various sources and found that skin issues during spaceflight are linked to DNA damage, mitochondrial dysregulation, and gene alterations, while also highlighting the skin's adaptability post-flight.
March 2026 in “Zenodo (CERN European Organization for Nuclear Research)” This study found that the combination of lithium and zinc demonstrated significant transcriptomic rescue in three datasets, with consistent results across methodologies, suggesting its potential targeting of DP-specific pathways.
March 2026 in “Zenodo (CERN European Organization for Nuclear Research)” This study found that the combination of lithium and zinc produced a statistically significant transcriptomic rescue across three datasets, with the strongest signal observed in a DP-enriched model, suggesting potential efficacy in targeting DP-specific pathways.
August 2025 in “Dermatology and Therapy” This study conducted a meta-analysis of gene expression data from alopecia areata patients, identifying 5109 differentially expressed genes and highlighting enriched pathways like JAK-STAT signaling, providing insights into the disease's pathogenesis and potential treatment targets.
14 citations
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July 2021 in “Bioinformatics” This study demonstrates the use of rPanglaoDB, an R package for combining public single-cell datasets, to create the first unbiased transcriptome profile of fibrocytes, revealing their role in tissue healing.
May 2021 in “bioRxiv (Cold Spring Harbor Laboratory)” This study introduced rPanglaoDB, an R package that facilitates the integration of public scRNA-seq datasets to effectively characterize rare cell types, exemplified by generating the first unbiased transcriptome profile of fibrocytes.
13 citations
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September 2022 in “Biomolecules” This study found that specific gene upregulations and mutations in hidradenitis suppurativa skin support the role of inflammation, altered epithelial differentiation, and metabolism dysregulation in the disease's pathogenesis.
This study identified CD28 as a promising drug target for treating alopecia areata, using a multi-omics approach to highlight its role in immune regulation and linking it to favorable safety profiles, thus offering a strategy for autoimmune target discovery.
This study identified CD28 as a potential drug target in treating alopecia areata by linking immune signaling pathways to local inflammation, highlighting belatacept as a promising treatment option due to minimal adverse effects and providing insights into autoimmune target discovery.
This study found that spaceflight may induce skin health risks in astronauts by causing DNA damage and mitochondrial dysregulation, while also identifying gene expression changes that help re-adaptation after returning to Earth.
23 citations
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July 2020 in “BMC Genomics” This study identified a stable combination of house-keeping genes, NCBP3 + SDHA + PTPRA, for normalizing gene expression in goat skin tissues using RNA sequencing.
November 2022 in “Journal of Investigative Dermatology” This study generated a transcriptomic map of human hair follicle compartments, providing a database for identifying compartment-specific gene expression which may aid in developing targeted treatments for hair follicle disorders.