Deformability screening identifies NUDT5 as a mediator of cellular mechanobiology

Flores, A. M.; Soto, J.; Gill, N. K.; Almunaifi, A.; Ly, C.; Qi, D.; Krishnamurthy, R.; Parajon, E.; Tofig, B.; Garcia, V.; Recouvreux, M. S.; Li, S.; Lu, Y.; Karlan, B. Y.; Robinson, D. N.; Park, J. O.; Damoiseaux, R.; Orsulic, S.; Rowat, A. C.

doi:10.64898/2026.07.15.734864

bioRxiv · 10.64898/2026.07.15.734864

Deformability screening identifies NUDT5 as a mediator of cellular mechanobiology

Flores, A. M.·Soto, J.·Gill, N. K.·Almunaifi, A.·Ly, C.·Qi, D.·Krishnamurthy, R.·Parajon, E.·Tofig, B.·Garcia, V.·Recouvreux, M. S.·Li, S.·Lu, Y.·Karlan, B. Y.·Robinson, D. N.·Park, J. O.·Damoiseaux, R.·Orsulic, S.·Rowat, A. C.

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Abstract

How cells deform, sense, and respond to mechanical cues drives physiological and disease processes ranging from development to cancer metastasis; however, unbiased approaches to identify mechanical mediators are lacking. We screened 1280 compounds to identify modulators of cancer cell deformability using a cellular filtration assay and identified 92 compounds that significantly reduced deformability of ovarian cancer cells; top hits also reduced migration and invasion. Connectivity mapping of the top 21 compounds identified NUDT5 (Nudix hydrolase 5) as a predicted mechanical mediator; transcriptomic analyses implicated NUDT5 in mechanobiology and metabolic processes. We confirmed that NUDT5 mediates intracellular ATP and cellular mechanical behaviors, including morphology and deformability. In ovarian cancer, increased NUDT5 levels were associated with higher tumor stage and worse patient survival; NUDT5 inhibition reduced migration and colony formation in vitro and peritoneal tumor burden in mice. These findings establish deformability-based screening as a platform for discovering mechanical mediators and identify NUDT5 as a therapeutic target in ovarian cancer. TeaserScreening cells based on deformability provides an unbiased approach to identify NUDT5 as a mediator of cell mechanics

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Flores, A. M., Soto, J., Gill, N. K., Almunaifi, A., Ly, C., Qi, D., Krishnamurthy, R., Parajon, E., Tofig, B., Garcia, V., Recouvreux, M. S., Li, S., Lu, Y., Karlan, B. Y., Robinson, D. N., Park, J. O., Damoiseaux, R., Orsulic, S., Rowat, A. C.. 2026-07-16. Deformability screening identifies NUDT5 as a mediator of cellular mechanobiology. https://doi.org/10.64898/2026.07.15.734864

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