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تحلیل سری زمانی تک‌سلولی RNA-seq×تحلیل eQTL×
حوزهزیست‌اطلاعاتیزیست‌اطلاعاتی
خانوادهProcess / pipelineProcess / pipeline
سال پیدایش2014-2018 (pseudotime and RNA velocity frameworks)2001 (term coined); widely adopted after 2005
پدیدآورTrapnell et al. (pseudotime/Monocle); La Manno et al. (RNA velocity)Ritsert C. Jansen & Jan-Peter Nap
نوعComputational bioinformatics pipelineAssociation mapping method
منبع بنیادینTrapnell, C., Cacchiarelli, D., Grimsby, J., Pokharel, P., Li, S., Morse, M., Lennon, N. J., Livak, K. J., Mikkelsen, T. S., & Rinn, J. L. (2014). The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells. Nature Biotechnology, 32(4), 381-386. DOI ↗Jansen, R. C., & Nap, J.-P. (2001). Genetical genomics: the added value from segregation. Trends in Genetics, 17(7), 388–391. DOI ↗
نام‌های دیگرscRNA-seq time course analysis, longitudinal scRNA-seq, temporal single-cell transcriptomics, dynamic single-cell gene expression analysiseQTL mapping, expression QTL analysis, transcriptomic QTL analysis, eQTL study
مرتبط66
خلاصهTime-series single-cell RNA-seq analysis captures gene expression across multiple time points at single-cell resolution to reveal how cell populations emerge, transition, and diverge during dynamic biological processes such as development, differentiation, or disease progression. By combining pseudotime ordering, RNA velocity, and differential dynamics testing, researchers reconstruct the temporal trajectory of individual cells and identify the gene regulatory changes that drive biological transitions.eQTL analysis identifies genomic loci (variants, typically SNPs) whose genotype statistically associates with variation in the expression level of one or more genes. By jointly profiling DNA-level variation and RNA-level expression in the same individuals, eQTL studies decode the regulatory grammar of the genome — revealing which variants control how much a gene is transcribed, in which tissues, and under what conditions.
ScholarGateمجموعه‌داده
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  3. PUBLISHED
  1. v1
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  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Time-series single-cell RNA-seq analysis · eQTL Analysis. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare