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Implementation and validation of single-cell genomics experiments in neuroscience

Colonna, Marco; Konopka, Genevieve; Liddelow, Shane A; Nowakowski, Tomasz; Awatramani, Rajeshwar; Bateup, Helen S; Cadwell, Cathryn R; ... Habib, Naomi; + view all (2024) Implementation and validation of single-cell genomics experiments in neuroscience. Nature Neuroscience , 27 pp. 2310-2325. 10.1038/s41593-024-01814-0. Green open access

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Abstract

Single-cell or single-nucleus transcriptomics is a powerful tool for identifying cell types and cell states. However, hypotheses derived from these assays, including gene expression information, require validation, and their functional relevance needs to be established. The choice of validation depends on numerous factors. Here, we present types of orthogonal and functional validation experiment to strengthen preliminary findings obtained using single-cell and single-nucleus transcriptomics as well as the challenges and limitations of these approaches.

Type: Article
Title: Implementation and validation of single-cell genomics experiments in neuroscience
Location: United States
Open access status: An open access version is available from UCL Discovery
DOI: 10.1038/s41593-024-01814-0
Publisher version: https://doi.org/10.1038/s41593-024-01814-0
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > UCL Queen Square Institute of Neurology > Department of Neuromuscular Diseases
URI: https://discovery.ucl.ac.uk/id/eprint/10206189
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