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Updated: Jun 30, 2026

Multiplexed Analysis of Retinal Gene Expression and Chromatin Accessibility Using scRNA-Seq and scATAC-Seq
Published on: March 12, 2021
Toward global representation in single-cell genomics
Tala Shahin1, Dariga Bolatbay1, Youssef Idaghdour2
1Program in Biology, Division of Science and Mathematics, New York University Abu Dhabi, Abu Dhabi, P.O. Box 129188, United Arab Emirates.
Abstract:
Single-cell genomics has transformed our ability to resolve cellular heterogeneity and map human biology at high resolution. However, most existing datasets are derived from a narrow subset of global genetic, environmental, and sociocultural contexts. This imbalance is far from trivial: it obscures context-specific effects, biases reference atlases, predictive tools, and foundation models, and constrains the global relevance of discoveries. We argue that diversity should be treated as a core study design principle, embedded from the outset in reference resources and atlases, metadata standards, analytical frameworks, and data governance. We outline actionable strategies that are essential to achieving population- and context-specific resources at this foundational stage, so that single-cell genomics can deliver robust biological inference and genuinely global benefits for human health.
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