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microPublication Biology

Nicole A. Aponte-Santiago1,2*, Nicole Suren1,2*, Yingxin Su1,2, Coral N. Halanych3, Maile N. Matubrew3, Erin Song4, Ian A. Swinburne3, David Q. Matus3, and Daniel E. Wagner1,2§ORCID logo

§Correspondence to: Daniel E. Wagner (Daniel.Wagner@ucsf.edu)

* Authors have equal contribution

Abstract

Description

Methods

Reagents

Extended Data

  • Description: Extended Data Table 1. Top 200 candidate housekeeping genes<p>Genes were identified from ZMAP by filtering for normalized dispersion &lt; 0 and ranked by mean log transformed TPM expression. Columns include expression rank, gene symbol, mean log-TPM, normalized dispersion, Ensembl gene ID, RefSeq mRNA accession, functional category (manually assigned), and full gene name. Data for the top 200 ranked candidate genes are reported. The top 30 genes (ranks 1–30) satisfied both the stability criterion and high expression abundance (top 0.1% of all transcripts).</p>. Resource Type: Text. DOI: 10.22002/dpprq-cjx91

Acknowledgements

Conflicts of Interest

Funding

Author Contributions

  • Nicole A. Aponte-Santiago: Writing - review & editing, Investigation
  • Nicole Suren: Methodology, Investigation, Writing - review & editing
  • Yingxin Su: Formal analysis
  • Coral N. Halanych: Investigation
  • Maile N. Matubrew: Investigation
  • Erin Song: Investigation
  • Ian A. Swinburne: Methodology, Supervision, Writing - review & editing
  • David Q. Matus: Investigation, Methodology, Writing - review & editing
  • Daniel E. Wagner: Conceptualization, Writing - original draft, Writing - review & editing, Supervision, Investigation, Methodology, Funding acquisition

Reviewed By

Anonymous

Nomenclature Validated By

Anonymous

History

  • Received: 5/22/2026
  • Revision Received: 8/19/2026
  • Accepted: 9/9/2026
  • Published Online: 9/14/2026

Copyright

© 2026 by the authors. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Citation

microPublication Biology is published by

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The microPublication project is supported by

The National Institute of Health -- Grant #: 1U01LM012672-01

microPublication Biology:ISSN: 2578-9430