Evidence map›Paper›PMID 37000847›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Dissipation and energy propagation across scales in an active cytoskeletal material.

Peter J Foster, Jinhye Bae, Bezia Lemma, Juanjuan Zheng, William Ireland, Pooja Chandrakar, Rémi Boros, Zvonimir Dogic, Daniel J Needleman, Joost J Vlassak

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Energetic gradients emerge in developing motor-microtubule structures.bioRxiv : the preprint server for biology · 2026
    Article
  5. Identification and quantification of irreversibility in stochastic systems.Physical chemistry chemical physics : PCCP · 2026
    Review
  6. Article
  7. Article
  8. Stochastic motility energetics reveals cooperative bacterial swarming in optical tweezers.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  9. Article
  10. Transport and energetics of bacterial rectification.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Peter J FosterPhysics of Living Systems, Department of Physics, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0003-1818-5886
Jinhye BaeJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0002-2536-069X
Bezia LemmaDepartment of Physics, Brandeis University, Waltham, MA 02454.ORCID 0000-0003-3542-069X
Juanjuan ZhengJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.
William IrelandJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0003-0971-2904
Pooja ChandrakarDepartment of Physics, Brandeis University, Waltham, MA 02454.
Rémi BorosDepartment of Physics, University of California, Santa Barbara, CA 93106.
Zvonimir DogicDepartment of Physics, Brandeis University, Waltham, MA 02454.ORCID 0000-0003-0142-1838
Daniel J NeedlemanJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0003-3642-9864
Joost J VlassakJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.

Funding

KITP Interdisciplinary Biology InitiativeR25GM067110 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA BARBARA · PI SHRAIMAN, BORIS I · 2003 to 2018
$1.8M
NIGMS NIH HHS R25 GM067110
6 · The paper itself

Abstract

Living systems are intrinsically nonequilibrium: They use metabolically derived chemical energy to power their emergent dynamics and self-organization. A crucial driver of these dynamics is the cellular cytoskeleton, a defining example of an active material where the energy injected by molecular motors cascades across length scales, allowing the material to break the constraints of thermodynamic equilibrium and display emergent nonequilibrium dynamics only possible due to the constant influx of energy. Notwithstanding recent experimental advances in the use of local probes to quantify entropy production and the breaking of detailed balance, little is known about the energetics of active materials or how energy propagates from the molecular to emergent length scales. Here, we use a recently developed picowatt calorimeter to experimentally measure the energetics of an active microtubule gel that displays emergent large-scale flows. We find that only approximately one-billionth of the system's total energy consumption contributes to these emergent flows. We develop a chemical kinetics model that quantitatively captures how the system's total thermal dissipation varies with ATP and microtubule concentrations but that breaks down at high motor concentration, signaling an interference between motors. Finally, we estimate how energy losses accumulate across scales. Taken together, these results highlight energetic efficiency as a key consideration for the engineering of active materials and are a powerful step toward developing a nonequilibrium thermodynamics of living systems.

Indexed as

CytoskeletonMicrotubulesEntropyModels, ChemicalThermodynamicsactive matterenergetic efficiencymolecular motorspicocalorimeter

Identifiers

PMID37000847
PMCPMC10083585

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.