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Article History
Received: 15 October 2025
Accepted: 9 February 2026
First Online: 13 April 2026
Competing interests
: The authors declare the following competing interests: A.M., J.W., J.G., and N.J. are employees and/or stakeholders in Standard BioTools. T.P. is a cofounder of Takeoff41. T.D.L. is the co-founder and CSO of Microbiotica. N.A. is a cofounder of Takeoff AI, a member of the scientific advisory boards of January AI, Parallel Bio, Celine Therapeutics, and WellSim Biomedical Technologies, and a paid consultant for MaraBio Systems. E.B. is funded by the Wu Tsai Neurosciences Institute Knight Initiative for Brain Resilience. The rest of the authors declare no competing interests.