Evidence map›Paper›PMID 40978083›Full record

ArticlePNAS nexus2025

Mechanical cues guide the formation and patterning of 3D spheroids in fibrous environments.

Sharan Sharma, Atharva Agashe, Jennifer C Hill, Keya Ganguly, Puja Sharma, Tara D Richards, Weijian Huang, David J Kaczorowski, Pablo G Sanchez, Rakesh Kapania and 2 more

Abstract read
In one paragraph

Article in PNAS nexus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Deep learning reveals how cells pull, buckle, and navigate fibrous environments.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  7. Article
  8. Article
  9. 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

12 authors.

Sharan SharmaDepartment of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID https://orcid.org/0009-0000-7599-7536
Atharva AgasheDepartment of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA.
Jennifer C HillDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Keya GangulyDepartment of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID https://orcid.org/0000-0002-0235-6313
Puja SharmaDepartment of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24061, USA.ORCID https://orcid.org/0009-0003-8171-7133
Tara D RichardsDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.ORCID https://orcid.org/0000-0002-5830-239X
Weijian HuangDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.
David J KaczorowskiDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.
Pablo G SanchezDepartment of Surgery, University of Chicago, Chicago, IL 60637, USA.ORCID https://orcid.org/0000-0003-3607-0345
Rakesh KapaniaDepartment of Aerospace and Ocean Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID https://orcid.org/0000-0001-7294-4703
Julie A PhillippiDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15219, USA.ORCID https://orcid.org/0000-0002-9879-2039
Amrinder S NainDepartment of Mechanical Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID https://orcid.org/0000-0002-9757-2341

Funding

Matrix biophysics and pericyte mechanobiology in (patho)physiological angiogenesisR01HL162822 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Amrinder Nain, Julie A Phillippi · 2023 to 2026
$2.3M
NHLBI NIH HHS R01 HL162822
6 · The paper itself

Abstract

Multicellular spheroids have shown great promise in 3D biology. Many techniques exist to form spheroids, but how cells take mechanical advantage of native fibrous extracellular matrix (ECM) to form spheroids remains unknown. Here, we identify the role of fiber diameter, architecture, and cell contractility on spheroids' spontaneous formation and growth in ECM-mimicking fiber networks. We show that matrix deformability revealed through force measurements on aligned fiber networks promotes spheroid formation independent of fiber diameter. At the same time, larger-diameter crosshatched networks of low deformability abrogate spheroid formation. Thus, designing fiber networks of varying diameters and architectures allows spatial patterning of spheroids and monolayers simultaneously. Forces quantified during spheroid formation revealed the contractile role of Rho-associated protein kinase in spheroid formation and maintenance. Interestingly, we observed spheroid-spheroid and multiple spheroid mergers initiated by cell exchanges to form cellular bridges connecting the two spheroids. Unexpectedly, we found large pericyte spheroids contract rhythmically. Transcriptomic analysis revealed striking changes in cell-cell, cell-matrix, and mechanosensing gene expression profiles concordant with spheroid assembly on fiber networks. Overall, we ascertained that contractility and network deformability work together to spontaneously form and pattern 3D spheroids, potentially connecting in vivo matrix biology with developmental, disease, and regenerative biology.

Indexed as

cell forcesECM nanofibersmorphogenesispericytesspheroids

Identifiers

PMID40978083
PMCPMC12448454

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.