4 citations
,
March 2024 in “Forensic Sciences Research” Forensic DNA phenotyping faces challenges like inconsistent terms and limited genetic knowledge.
2 citations
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March 2023 in “Research Square (Research Square)” Forensic DNA phenotyping faces challenges due to inconsistent terminology, limited genetic understanding, and debates over technology and models.
Accurate prediction of eye, hair, and skin color in Latin American populations requires region-specific models and ethical guidelines.
Machine learning improves DNA predictions for eye and hair color, but challenges remain for skin tone and facial features.
April 2018 in “Journal of Investigative Dermatology” Melanogenesis-related proteins may trigger immune responses in alopecia areata patients.
September 2025 in “Cosmetics” Genetic profiling can improve androgenetic alopecia treatment by predicting drug response and minimizing side effects.
20 citations
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March 2021 in “Cancers” Certain genetic variants increase the risk of aggressive prostate cancer.
March 2011 in “European Urology Supplements” CEC levels may be a useful marker for predicting prostate cancer progression.
November 2025 in “Agriculture” Machine learning can effectively identify genes to improve wool quality in sheep.
37 citations
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October 2015 in “European Journal of Human Genetics” Genetic data can predict male-pattern baldness with moderate accuracy, especially for early-onset cases in some European men.
5 citations
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September 2016 in “Security science and technology” DNA can predict physical traits like eye and hair color accurately, especially in Europeans, but predicting other traits and in diverse populations needs more research.
133 citations
,
February 2017 in “PLoS Genetics” Genetic factors can help predict male pattern baldness risk.
13 citations
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October 2010 in “Pharmacogenomics” Researchers found that most genes affecting drug responses are not fully covered by commercial SNP chips, suggesting the need for more comprehensive tools to optimize drug selection based on genetics.
30 citations
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October 2015 in “Journal of Ethnopharmacology” Herbal compounds like ricinoleic acid, quercetin-3-O-rutinoside, and hinokiflavone may be safe and effective for treating hair loss.
1 citations
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March 2019 in “International Journal of Cosmetic Science” The model predicts hair breakage based on key hair properties and helps product developers.
February 2026 in “Frontiers in Pharmacology” Genetics can help tailor treatments for male pattern hair loss, improving outcomes like stabilization or modest regrowth.
July 2025 in “Archives of Toxicology” The new skin model can predict how chemicals might cause skin allergies.
April 2024 in “Frontiers in medicine” Alopecia Areata significantly lowers quality of life and current treatments are inadequate, highlighting a need for better therapies and standardized treatment protocols.
3 citations
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August 2023 in “Drug safety” Proactive monitoring and management are essential to maximize the benefits of Trastuzumab Deruxtecan while minimizing serious side effects.
7 citations
,
March 2017 in “International Journal of Environmental Research and Public Health” Breathing in fine particles or Asian dust short-term doesn't affect schoolchildren's skin symptoms.
2 citations
,
July 2025 in “RMD Open” IL-1 blockade is effective for treating SURF, and personalized treatment is needed.
January 2026 in “Frontiers in Drug Discovery” Transforming skin disease treatment requires new strategies, better drug models, and patient-focused research.
48 citations
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May 2015 in “PLOS ONE” DNA variants can predict male pattern baldness, with higher risk scores increasing baldness likelihood.
July 2024 in “Journal of Investigative Dermatology” Machine learning can use blood tests to help predict moderate-to-severe alopecia areata.
July 2025 in “PNAS Nexus” A new tool accurately identifies human cornea cell states and key factors.
5 citations
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November 2020 in “Forensic Science International Genetics” Using trait prevalence priors in genetic prediction models for appearance traits is currently impractical due to limited knowledge and potential accuracy issues.
2 citations
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November 2024 in “PLoS ONE” Genomic prediction can improve breeding strategies for Korean Sapsaree dogs.
November 2025 in “Stem Cell Research & Therapy” Human hair follicle cells can help regenerate hair and reduce inflammation, aiding in hair loss treatment.
October 2017 in “European Neuropsychopharmacology” 37 citations
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August 2020 in “BMC Genomics” Hair greying is mainly influenced by age, with genetics playing a smaller role.