Evidence map›Paper›PMID 41904201›Full record

ArticleNPJ systems biology and applications2026

Unifying theories in high-dimensional biophysics: approaches, challenges and opportunities.

Marianne Bauer, Akshit Goyal, Sidhartha Goyal, Gautam Reddy, Shaon Chakrabarti, Michael M Desai, William Gilpin, Jacopo Grilli, Kabir Husain, Sanjay Jain and 12 more

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in NPJ systems biology and applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

22 authors.

Marianne BauerBionanoscience Department, Kavli Institute of Nanoscience, Delft University of Technology, Delft, the Netherlands. m.s.bauer@tudelft.nl.
Akshit GoyalInternational Centre for Theoretical Sciences, Tata Institute of Fundamental Research, Bengaluru, India.
Sidhartha GoyalDepartment of Physics, University of Toronto, Toronto, ON, Canada.
Gautam ReddyJoseph Henry Laboratories of Physics, Princeton University, Princeton, NJ, USA.
Shaon ChakrabartiNational Centre for Biological Sciences, Tata Institute of Fundamental Research, Bengaluru, India.
Michael M DesaiDepartments of Organismic and Evolutionary Biology and of Physics, Harvard University, Cambridge, MA, USA.
William GilpinDepartment of Physics, University of Texas at Austin, Austin, TX, USA.
Jacopo GrilliThe Abdus Salam International Centre for Theoretical Physics (ICTP), Trieste, Italy.
Kabir HusainDepartment of Physics and Astronomy, and Laboratory for Molecular Cell Biology, University College London, London, UK.
Sanjay JainDepartment of Physics and Astrophysics, University of Delhi, Delhi, India.
Mohit Kumar JollyDepartment of Bioengineering, Indian Institute of Science, Bengaluru, India.
Kyogo KawaguchiNonequilibrium Physics of Living Matter Laboratory, Pioneering Research Institute, RIKEN, Kobe, Japan.
Aneta KoseskaCellular Computations and Learning, Max Planck Institute for Neurobiology of Behavior-caesar, Bonn, Germany.
Milo LinLyda Hill Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Leelavati NarlikarDepartments of Data Science and Biology, Indian Institute of Science Education and Research, Pune, India.
Simone PigolottiBiological Complexity Unit, Okinawa Institute of Science and Technology, Onna, Okinawa, Japan.
Archishman RajuNational Centre for Biological Sciences, Tata Institute of Fundamental Research, Bengaluru, India.
Krishna ShrinivasDepartment of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA.
Rahul SiddharthanThe Institute of Mathematical Sciences, Chennai, India.
Greg J StephensBiological Physics Theory Unit, OIST Graduate University, Okinawa, Japan.
Andreas Tiffeau-MayerDivision of Infection and Immunity & Institute for the Physics of Living Systems, University College London, London, UK.
Suriyanarayanan VaikuntanathanThe James Franck Institute, The University of Chicago, Chicago, IL, USA.

Funding

Department of Atomic Energy, Government of India project RTI4006Fondo Italiano per la Scienza - FIS CUP J53C23002290001JSPS KAKENHI Grant No. 23H01146
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41904201
PMCPMC13032926

What OpenQuestion holds

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Registered trials

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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.