Pith. sign in

REVIEW 2 major objections 1 minor 96 references

Bistability of cellular traction on strain-stiffening substrates

T0 review · 2 major / 1 minor · reviewed 2026-06-28 · grok-4.3

Pith's one-line read The feedback between cell traction and ECM strain-stiffening produces bistability with abrupt jumps between low and high force states.

desk verdict The paper shows traction bistability from cell-ECM feedback but treats the key monotonic T(K) input as given rather than derived. read the letter →

arxiv 2606.03669 v1 pith:F7M7QBDH submitted 2026-06-02 physics.bio-ph cond-mat.softq-bio.CB

classification physics.bio-phcond-mat.softq-bio.CB
keywords bistabilityhysteresiscellulartractionstrain-stiffeningextracellularmatrixcellmigrationmechanosensing
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

Cells exert traction that stiffens the extracellular matrix through its nonlinear strain response, while cells themselves pull more strongly on stiffer substrates. This closed loop allows two stable traction levels to coexist on the same substrate. Increasing either the strength of the matrix nonlinearity or the cell's contractility drives a discontinuous jump from the low-traction state to the high-traction state. The system also exhibits hysteresis, so the force level depends on the history of parameter changes. Such behavior could produce sudden shifts in cell activity during tissue development or tumor invasion and could help cells maintain steady forces while crossing regions of varying stiffness.

What carries the argument

The positive feedback loop in which traction forces stiffen the ECM while stiffer ECM elicits stronger tractions.

What would settle it

An experiment that continuously varies ECM nonlinearity or contractility while measuring traction and finds only smooth, continuous changes instead of an abrupt jump between two stable values.

Watch

Extended reading notes

Core claim

The mutual reinforcement between cellular traction forces and the strain-stiffening elasticity of the ECM creates bistability and hysteresis; as a direct consequence, gradual increases in ECM nonlinearity or cellular contractility produce a discontinuous transition from low to high tractions.

Load-bearing premise

Cellular traction force increases monotonically with substrate stiffness, together with a specific mathematical description of how the ECM stiffens under strain.

Editorial extensions

If this is right

  • Increasing the ECM's nonlinear elasticity produces a discontinuous jump from low to high tractions.
  • Increasing cellular contractility likewise triggers an abrupt transition to the high-traction state.
  • The resulting bistability and hysteresis can initiate collective cell migration as the ECM stiffens during development or tumor progression.
  • The same mechanism supplies robustness to traction forces when cells move through mechanically heterogeneous environments.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • Similar feedback could stabilize forces in other biological contexts that combine contractility with nonlinear matrix mechanics.
  • Varying matrix composition to control the degree of strain-stiffening offers a direct experimental test for the predicted traction discontinuity.
  • Cells might use the two stable states to switch between exploratory and contractile behaviors without continuous adjustment of internal signals.
Share X Bluesky LinkedIn Reddit HN

Signed reviews

No signed human review yet.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

2 major / 1 minor

Summary. The manuscript develops a theoretical model of the positive feedback loop between cellular traction T and the effective stiffness K_eff of a strain-stiffening ECM. It shows that when the cellular response T(K_eff) is monotonic and the ECM stiffening K_eff(ε) is nonlinear, the composite map can possess multiple fixed points, producing bistability, hysteresis, and a discontinuous jump from low to high traction as either ECM nonlinearity or contractility is increased.

Significance. If the central construction holds, the work supplies a minimal, graphically intuitive mechanism by which nonlinear ECM mechanics can generate robust, switch-like traction behavior in heterogeneous environments and potentially trigger collective migration during development or tumor progression. The approach is parameter-light once the two constitutive relations are specified.

major comments (2)
  1. [§2–3] §2–3 (model construction): The monotonic increasing relation T(K_eff) is introduced as an external assumption rather than derived from adhesion or motor dynamics. Because bistability and the discontinuous transition arise only when this curve intersects the strain-stiffening relation K_eff(ε(T)) at multiple points, the lack of a first-principles derivation of T(K_eff) is load-bearing for the central claim.
  2. [Model equations] Model equations (implicit in the graphical fixed-point analysis): The manuscript does not state the explicit functional forms or the parameter regime in which the composite map T → K_eff(T) → T exhibits three fixed points. Without these, it is impossible to verify that the reported bistability survives modest changes in the stiffening exponent or saturation of T at high K_eff.
minor comments (1)
  1. The abstract states the result clearly but the main text should include a short table or figure caption that lists the two constitutive functions and the numerical values (or ranges) used to generate the hysteresis loops.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for the constructive report and positive assessment of the work's potential significance. We address each major comment below and will revise the manuscript to strengthen the presentation.

read point-by-point responses
  1. Referee: [§2–3] §2–3 (model construction): The monotonic increasing relation T(K_eff) is introduced as an external assumption rather than derived from adhesion or motor dynamics. Because bistability and the discontinuous transition arise only when this curve intersects the strain-stiffening relation K_eff(ε(T)) at multiple points, the lack of a first-principles derivation of T(K_eff) is load-bearing for the central claim.

    Authors: We agree that T(K_eff) is introduced phenomenologically. The relation is motivated by extensive experimental literature showing that cells exert higher tractions on stiffer substrates, but the manuscript does not derive it from molecular details. In revision we will expand §2 with a brief discussion of candidate mechanisms (catch-bond reinforcement of adhesions and myosin recruitment) and cite supporting studies, while retaining the minimal-model framing. This addition clarifies the scope without changing the graphical fixed-point analysis. revision: partial

  2. Referee: [Model equations] Model equations (implicit in the graphical fixed-point analysis): The manuscript does not state the explicit functional forms or the parameter regime in which the composite map T → K_eff(T) → T exhibits three fixed points. Without these, it is impossible to verify that the reported bistability survives modest changes in the stiffening exponent or saturation of T at high K_eff.

    Authors: We will add explicit functional forms (e.g., a saturating Hill-like T(K_eff) and a power-law or exponential K_eff(ε)) together with the numerical parameter values used for the figures. A new supplementary section will map the region of bistability in the plane of stiffening exponent versus saturation level, confirming that the qualitative behavior persists for modest variations around the reported values. revision: yes

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity; derivation is self-contained from stated inputs

full rationale

The paper constructs bistability from the intersection of an externally assumed monotonic T(K_eff) relation (cellular traction increases with effective stiffness) and a nonlinear K_eff(ε) strain-stiffening law. This graphical fixed-point construction is a standard consequence of the two input functions and does not reduce to a self-definition, a fitted parameter renamed as prediction, or a load-bearing self-citation. The monotonicity assumption and the specific stiffening form are presented as modeling choices, not derived from the model itself; altering either changes the outcome, confirming the result is not forced by construction. No equations or sections exhibit the enumerated circular patterns.

Assumptions & free parameters 0 free parameters · 0 assumptions · 0 invented entities

Only the abstract is available; specific free parameters, axioms, and invented entities cannot be extracted. The model implicitly relies on a monotonic traction-stiffness relation and a nonlinear strain-stiffening function, but details are absent.

how reviews work

0 comments
Cite this review

Pith. "Pith review of Bistability of cellular traction on strain-stiffening substrates." pith.science (2026). https://pith.science/paper/F7M7QBDH

@misc{pith2026260603669,
  author       = {Pith},
  title        = {Pith review of: Bistability of cellular traction on strain-stiffening substrates},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/F7M7QBDH}},
  note         = {Machine review of arXiv:2606.03669}
}
read the original abstract

To migrate, cells exert traction forces on the extracellular matrix (ECM) -- a biopolymer network that often exhibits nonlinear strain-stiffening elasticity. Cellular tractions can therefore stiffen the ECM. At the same time, cells exert stronger tractions on stiffer ECM. Here, we show theoretically that this traction-stiffness feedback can produce traction bistability and hysteresis. As a result, increasing either the ECM's nonlinear elasticity or cellular contractility leads to a discontinuous transition from low to high tractions. This traction jump might trigger collective cell migration as the ECM stiffens, for example during development and tumor progression. Moreover, the bistable behavior might provide robustness to cellular traction forces when cells migrate through mechanically heterogeneous environments.

Discussion (0). Continue with ORCID to comment.

Reference graph

Works this paper leans on

96 extracted references · 1 canonical work pages

  1. [1]

    Pally and A

    D. Pally and A. Naba, Extracellular matrix dynamics: A key regulator of cell migration across length-scales and systems, Curr. Opin. Cell Biol.86, 102309 (2024)

  2. [2]

    Barbazan, C

    J. Barbazan, C. P ´erez-Gonz´alez, M. G ´omez-Gonz´alez, M. De- denon, S. Richon, E. Latorre, M. Serra, P. Mariani, S. Descroix, P. Sens, X. Trepat, and D. Vignjevic, Cancer-associated fi- broblasts actively compress cancer cells and modulate mechan- otransduction, Nat. Commun.14, 6966 (2023)

  3. [3]

    Nabeshima, T

    K. Nabeshima, T. Inoue, Y . Shimao, Y . Okada, Y . Itoh, M. Seiki, and M. Koono, Front-Cell-specific Expression of Membrane- Type 1 Matrix Metalloproteinase and Gelatinase A during Co- hort Migration of Colon Carcinoma Cells Induced by Hep- atocyte Growth Factor/Scatter Factor, Cancer Res.60, 3364 (2000)

  4. [4]

    K. Wolf, Y . I. Wu, Y . Liu, J. Geiger, E. Tam, C. Overall, M. S. Stack, and P. Friedl, Multi-step pericellular proteolysis controls the transition from individual to collective cancer cell invasion, Nat. Cell Biol.9, 893 (2007)

  5. [5]

    Friedl and K

    P. Friedl and K. Wolf, Tumour-cell invasion and migration: di- versity and escape mechanisms, Nat. Rev. Cancer3, 362 (2003)

  6. [6]

    Friedl and S

    P. Friedl and S. Alexander, Cancer invasion and the microenvi- ronment: plasticity and reciprocity, Cell147, 992 (2011)

  7. [7]

    Winkler, A

    J. Winkler, A. Abisoye-Ogunniyan, K. J. Metcalf, and Z. Werb, Concepts of extracellular matrix remodelling in tumour pro- gression and metastasis, Nat. Commun.11, 5120 (2020)

  8. [8]

    Ray and P

    A. Ray and P. P. Provenzano, Aligned forces: Origins and mechanisms of cancer dissemination guided by extracellular matrix architecture, Curr. Opin. Cell Biol.72, 63 (2021)

Show all 96 references
  1. [9]

    P. P. Provenzano, K. W. Eliceiri, J. M. Campbell, D. R. In- man, J. G. White, and P. J. Keely, Collagen reorganization at the tumor-stromal interface facilitates local invasion, BMC Med.4, 38 (2006)

  2. [10]

    K. S. Kopanska, Y . Alcheikh, R. Staneva, D. Vignjevic, and T. Betz, Tensile Forces Originating from Cancer Spheroids Fa- cilitate Tumor Invasion, PLoS One11, e0156442 (2016)

  3. [11]

    Glentis, P

    A. Glentis, P. Oertle, P. Mariani, A. Chikina, F. El Mar- jou, Y . Attieh, F. Zaccarini, M. Lae, D. Loew, F. Dingli, P. Sirven, M. Schoumacher, B. G. Gurchenkov, M. Plodinec, and D. M. Vignjevic, Cancer-associated fibroblasts induce metalloprotease-independent cancer cell inva...

  4. [12]

    X. Li, R. Balagam, T.-F. He, P. P. Lee, O. A. Igoshin, and H. Levine, On the mechanism of long-range orientational order of fibroblasts, Proc. Natl. Acad. Sci. U. S. A.114, 8974 (2017)

  5. [13]

    Ahmadzadeh, M

    H. Ahmadzadeh, M. R. Webster, R. Behera, A. M. J. Valen- cia, D. Wirtz, A. T. Weeraratna, and V . B. Shenoy, Modeling the two-way feedback between contractility and matrix realign- ment reveals a nonlinear mode of cancer cell invasion, Proc. Natl. Acad. Sci. U. S. A.114, E1617 (2017)

  6. [14]

    J. Meng, X. Xu, C. Jiang, P. Xia, P. Xu, L. Tian, Y . Xu, D. Li, Y . Tan, and B. Ji, Tensile force field plays a crucial role in local invasion of tumor cells through a mechano-chemical coupling mechanism, Soft Matter20, 6002 (2024)

  7. [15]

    J. Kim, H. Jeong, C. Falc ´o, A. M. Hruska, W. D. Martin- son, A. Marzoratti, M. Araiza, H. Yang, V . C. Fonseca, S. A. Adam, C. Franck, J. A. Carrillo, M. Guo, and I. Y . Wong, Collective transitions from orbiting to matrix invasion in three- dimensional multicellular spheroi...

  8. [16]

    S. L. Haigo and D. Bilder, Global tissue revolutions in a morphogenetic movement controlling elongation, Science331, 1071 (2011)

  9. [17]

    van Helvert, C

    S. van Helvert, C. Storm, and P. Friedl, Mechanoreciprocity in cell migration, Nat. Cell Biol.20, 8 (2018)

  10. [18]

    R. M. Adar and J.-F. Joanny, Permeation Instabilities in Active Polar Gels, Phys. Rev. Lett.127, 188001 (2021)

  11. [19]

    R. M. Adar and J.-F. Joanny, Active-gel theory for multicellu- lar migration of polar cells in the extra-cellular matrix, New J. Phys.24, 073001 (2022)

  12. [20]

    R. M. Adar and J.-F. Joanny, Environment-Stored Memory in Active Nematics and Extra-Cellular Matrix Remodeling, Phys. Rev. Lett.133, 118402 (2024)

  13. [21]

    K. H. Palmquist, S. F. Tiemann, F. L. Ezzeddine, S. Yang, C. R. Pfeifer, A. Erzberger, A. R. Rodrigues, and A. E. Shyer, Recip- rocal cell-ECM dynamics generate supracellular fluidity under- lying spontaneous follicle patterning, Cell185, 1960 (2022)

  14. [22]

    A. G. Clark, A. Maitra, C. Jacques, M. Bergert, C. P ´erez- Gonz´alez, A. Simon, L. Lederer, A. Diz-Mu ˜noz, X. Trepat, R. V oituriez, and D. M. Vignjevic, Self-generated gradients steer collective migration on viscoelastic collagen networks, Nat. Mater.21, 1200 (2022)

  15. [23]

    Chepizhko, J.-M

    O. Chepizhko, J.-M. Armengol-Collado, S. Alexander, E. Wa- gena, B. Weigelin, L. Giomi, P. Friedl, S. Zapperi, and C. A. M. La Porta, Confined cell migration along extracellular matrix space in vivo, Proc. Natl. Acad. Sci. U. S. A.122, e2414009121 (2025)

  16. [24]

    Zhang, S

    T. Zhang, S. Ameen, S. Ghosh, K. Kim, M. Pandey, B. C. H Cheung, M. Thanh, A. E. Patteson, M. Wu, and J. M. Schwarz, Enhanced extracellular matrix remodeling due to embedded spheroid fluidization, New J. Phys.27, 073301 (2025)

  17. [25]

    Gottheil, S

    P. Gottheil, S. Bhattacharyya, K. Lettl, P. Friedrich, K. Roth, S. Rivera-Moreno, M. Merkel, B. Aktas, I. Sauer, A. Danesh- gar, J. Wieland, H. Kubitschke, A.-S. Wegscheider, J. M. Yeo- mans, and J. A. K¨as, Self organisation of invasive breast cancer driven by the interplay o...

  18. [26]

    Trepat, M

    X. Trepat, M. R. Wasserman, T. E. Angelini, E. Millet, D. A. Weitz, J. P. Butler, and J. J. Fredberg, Physical forces during collective cell migration, Nat. Phys.5, 426 (2009)

  19. [27]

    G ´omez-Gonz´alez, E

    M. G ´omez-Gonz´alez, E. Latorre, M. Arroyo, and X. Trepat, Measuring mechanical stress in living tissues, Nat. Rev. Phys. 2, 300 (2020)

  20. [28]

    C. P. Broedersz and F. C. MacKintosh, Modeling semiflexible polymer networks, Rev. Mod. Phys.86, 995 (2014)

  21. [29]

    Alisafaei, X

    F. Alisafaei, X. Chen, T. Leahy, P. A. Janmey, and V . B. Shenoy, Long-range mechanical signaling in biological systems, Soft Matter17, 241 (2021)

  22. [30]

    Storm, J

    C. Storm, J. J. Pastore, F. C. MacKintosh, T. C. Lubensky, and P. A. Janmey, Nonlinear elasticity in biological gels, Nature 435, 191 (2005)

  23. [31]

    A. J. Licup, S. M ¨unster, A. Sharma, M. Sheinman, L. M. Jaw- erth, B. Fabry, D. A. Weitz, and F. C. MacKintosh, Stress con- trols the mechanics of collagen networks, Proc. Natl. Acad. Sci. U. S. A.112, 9573 (2015)

  24. [32]

    M. S. Hall, F. Alisafaei, E. Ban, X. Feng, C.-Y . Hui, V . B. Shenoy, and M. Wu, Fibrous nonlinear elasticity enables pos- itive mechanical feedback between cells and ECMs, Proc. Natl. Acad. Sci. U. S. A.113, 14043 (2016)

  25. [33]

    Y . L. Han, P. Ronceray, G. Xu, A. Malandrino, R. D. Kamm, M. Lenz, C. P. Broedersz, and M. Guo, Cell contraction induces long-ranged stress stiffening in the extracellular matrix, Proc. Natl. Acad. Sci.115, 4075 (2018)

  26. [34]

    J. Song, E. Deiss-Yehiely, S. Yesilata, and G. H. McKinley, Strain-stiffening universality in composite hydrogels and soft tissues, Nat. Phys.21, 1125 (2025)

  27. [35]

    M. A. Enriquez Martinez, Z. Wang, Y . D. Alvarez, J. E. O’Neill, R. J. Ju, P. Turunen, M. D. White, J. Mata, E. P. Gilbert, J. Lauko, A. E. Rowan, and S. J. Stehbens, Tuning colla- gen nonlinear mechanics with interpenetrating networks drives adaptive cellular phenotypes in th...

  28. [36]

    Duque, A

    J. Duque, A. Bonfanti, J. Fouchard, L. Baldauf, S. R. Azenha, E. Ferber, A. Harris, E. H. Barriga, A. J. Kabla, and G. Charras, Rupture strength of living cell monolayers, Nat. Mater.23, 1563 (2024)

  29. [37]

    Ghibaudo, A

    M. Ghibaudo, A. Saez, L. Trichet, A. Xayaphoummine, J. Browaeys, P. Silberzan, A. Buguin, and B. Ladoux, Traction forces and rigidity sensing regulate cell functions, Soft Matter 4, 1836 (2008)

  30. [38]

    D. E. Discher, P. Janmey, and Y .-L. Wang, Tissue cells feel and respond to the stiffness of their substrate, Science310, 1139 (2005)

  31. [39]

    Ladoux and A

    B. Ladoux and A. Nicolas, Physically based principles of cell adhesion mechanosensitivity in tissues, Reports Prog. Phys.75, 116601 (2012)

  32. [40]

    Gupta, B

    M. Gupta, B. Doss, C. T. Lim, R. V oituriez, and B. Ladoux, Sin- gle cell rigidity sensing: A complex relationship between focal adhesion dynamics and large-scale actin cytoskeleton remodel- ing, Cell Adh. Migr.10, 554 (2016)

  33. [41]

    P. A. Janmey, D. A. Fletcher, and C. A. Reinhart-King, Stiffness Sensing by Cells, Physiol. Rev.100, 695 (2020)

  34. [42]

    A. Saez, A. Buguin, P. Silberzan, and B. Ladoux, Is the Me- chanical Activity of Epithelial Cells Controlled by Deforma- tions or Forces?, Biophys. J.89, L52 (2005)

  35. [43]

    A. Saez, E. Anon, M. Ghibaudo, O. du Roure, J.-M. Di Meglio, P. Hersen, P. Silberzan, A. Buguin, and B. Ladoux, Traction forces exerted by epithelial cell sheets, J. Phys. Condens. Matter 22, 194119 (2010)

  36. [44]

    Ladoux, E

    B. Ladoux, E. Anon, M. Lambert, A. Rabodzey, P. Hersen, A. Buguin, P. Silberzan, and R.-M. M`ege, Strength Dependence of Cadherin-Mediated Adhesions, Biophys. J.98, 534 (2010)

  37. [45]

    Trichet, J

    L. Trichet, J. Le Digabel, R. J. Hawkins, S. R. K. Vedula, M. Gupta, C. Ribrault, P. Hersen, R. V oituriez, and B. Ladoux, Evidence of a large-scale mechanosensing mechanism for cel- lular adaptation to substrate stiffness, Proc. Natl. Acad. Sci. U. S. A.109, 6933 (2012)

  38. [46]

    Elosegui-Artola, E

    A. Elosegui-Artola, E. Bazelli `eres, M. D. Allen, I. Andreu, R. Oria, R. Sunyer, J. J. Gomm, J. F. Marshall, J. L. Jones, X. Trepat, and P. Roca-Cusachs, Rigidity sensing and adapta- tion through regulation of integrin types, Nat. Mater.13, 631 (2014)

  39. [47]

    M. T. Breckenridge, R. A. Desai, M. T. Yang, J. Fu, and C. S. Chen, Substrates with Engineered Step Changes in Rigidity In- duce Traction Force Polarity and Durotaxis, Cell. Mol. Bioeng. 7, 26 (2014)

  40. [48]

    Gupta, B

    M. Gupta, B. R. Sarangi, J. Deschamps, Y . Nematbakhsh, A. Callan-Jones, F. Margadant, R.-M. M`ege, C. T. Lim, R. V oi- turiez, and B. Ladoux, Adaptive rheology and ordering of cell cytoskeleton govern matrix rigidity sensing, Nat. Commun.6, 7525 (2015)

  41. [49]

    Alert and J

    R. Alert and J. Casademunt, Role of Substrate Stiffness in Tis- sue Spreading: Wetting Transition and Tissue Durotaxis, Lang- muir35, 7571 (2019)

  42. [50]

    Pi-Jaum `a, R

    I. Pi-Jaum `a, R. Alert, and J. Casademunt, Collective durotaxis of cohesive cell clusters on a stiffness gradient, Eur. Phys. J. E 45, 7 (2022)

  43. [51]

    M. E. Pallar `es, I. Pi-Jaum `a, I. C. Fortunato, V . Grazu, M. G ´omez-Gonz´alez, P. Roca-Cusachs, J. M. de la Fuente, R. Alert, R. Sunyer, J. Casademunt, and X. Trepat, Stiffness- dependent active wetting enables optimal collective cell duro- taxis, Nat. Phys.19, 279 (2023)

  44. [52]

    H. I. Yang, E. I. Berthier, C. Li, P. I. Ronceray, Y . Long Han, C. P. Broedersz, S. I. Cai, and M. Guo, Local response and emerging nonlinear elastic length scale in biopolymer matrices, Proc. Natl. Acad. Sci. U. S. A.120, e2304666120 (2023)

  45. [53]

    A. L. Godeau, A. Seriola, O. Tchaicheeyan, M. Casals, D. Denkova, E. Aroca, O. Massafret, A. Parra, M. Demestre, A. Ferrer-Vaquer, S. Goren, A. Veiga, M. Sol ´e, M. Boada, J. Comelles, E. Mart ´ınez, J. Colombelli, A. Lesman, and S. Ojosnegros, Traction force and mechanosensit...

  46. [54]

    K. E. Cavanaugh, M. J. Franco-O ˜nate, D. J. Laird, P. W. Oakes, R. Alert, and O. D. Weiner, A mechanical origin for implantation defects in embryos from aged females, bioRxiv , 2025.09.29.679218 (2025)

  47. [55]

    E. H. Barriga, K. Franze, G. Charras, and R. Mayor, Tissue stiffening coordinates morphogenesis by triggering collective cell migration in vivo, Nature554, 523 (2018)

  48. [56]

    E. H. Barriga and R. Mayor, Adjustable viscoelasticity allows for efficient collective cell migration, Semin. Cell Dev. Biol.93, 55 (2019)

  49. [57]

    C. T. Mierke, D. R ¨osel, B. Fabry, and J. Br ´abek, Contractile forces in tumor cell migration, Eur. J. Cell Biol.87, 669 (2008)

  50. [58]

    K. R. Levental, H. Yu, L. Kass, J. N. Lakins, M. Egeblad, J. T. Erler, S. F. Fong, K. Csiszar, A. Giaccia, W. Weninger, M. Ya- mauchi, D. L. Gasser, and V . M. Weaver, Matrix crosslinking forces tumor progression by enhancing integrin signaling, Cell 139, 891 (2009)

  51. [59]

    T. M. Koch, S. M¨unster, N. Bonakdar, J. P. Butler, and B. Fabry, 3d traction forces in cancer cell invasion, PLoS One7, e33476 (2012)

  52. [60]

    C. M. Kraning-Rush, J. P. Califano, and C. A. Reinhart-King, 7 Cellular traction stresses increase with increasing metastatic po- tential, PLoS One7, e32572 (2012)

  53. [61]

    B. A. Krajina, B. L. LeSavage, J. G. Roth, A. W. Zhu, P. C. Cai, A. J. Spakowitz, and S. C. Heilshorn, Microrheology reveals si- multaneous cell-mediated matrix stiffening and fluidization that underlie breast cancer invasion, Sci. Adv.7, eabe1969 (2021)

  54. [62]

    Zemel, F

    A. Zemel, F. Rehfeldt, A. E. X. Brown, D. E. Discher, and S. A. Safran, Optimal matrix rigidity for stress fiber polarization in stem cells, Nat. Phys.6, 468 (2010)

  55. [63]

    Walcott and S

    S. Walcott and S. X. Sun, A mechanical model of actin stress fiber formation and substrate elasticity sensing in adherent cells, Proc. Natl. Acad. Sci. U. S. A.107, 7757 (2010)

  56. [64]

    Marcq, N

    P. Marcq, N. Yoshinaga, and J. Prost, Rigidity Sensing Ex- plained by Active Matter Theory, Biophys. J.101, L33 (2011)

  57. [65]

    Sens, Rigidity sensing by stochastic sliding friction, Euro- phys

    P. Sens, Rigidity sensing by stochastic sliding friction, Euro- phys. Lett.104, 38003 (2013)

  58. [66]

    D. Kah, J. Lell, T. Wach, M. Sp ¨orrer, C. A. Dessalles, J. Kraxner, S. Wiedenmann, R. C. Gerum, S. Vergarajauregui, T. U. Esser, D. B ¨ohringer, F. B. Engel, I. Thievessen, and B. Fabry, Contractility of striated muscle tissue increases with environmental stiffness according ...

  59. [67]

    Toyjanova, E

    J. Toyjanova, E. Bar-Kochba, C. L ´opez-Fagundo, J. Reichner, D. Hoffman-Kim, and C. Franck, High resolution, large de- formation 3d traction force microscopy, PLoS One9, e90976 (2014)

  60. [68]

    Steinwachs, C

    J. Steinwachs, C. Metzner, K. Skodzek, N. Lang, I. Thievessen, C. Mark, S. M ¨unster, K. E. Aifantis, and B. Fabry, Three- dimensional force microscopy of cells in biopolymer networks, Nat. Methods13, 171 (2016)

  61. [69]

    Dong and A

    L. Dong and A. A. Oberai, Recovery of cellular traction in three-dimensional nonlinear hyperelastic matrices, Comput. Methods Appl. Mech. Engrg.314, 296 (2017)

  62. [70]

    D. Song, L. Dong, M. Gupta, L. Li, O. Klaas, A. Loghin, M. Beall, C. S. Chen, and A. A. Oberai, Recovery of tractions exerted by single cells in three-dimensional nonlinear matrices, J. Biomech. Eng.142, 081012 (2020)

  63. [71]

    B ¨ohringer, M

    D. B ¨ohringer, M. C´ondor, L. Bischof, T. Czerwinski, N. Gampl, P. A. Ngo, A. Bauer, C. V oskens, R. L´opez-Posadas, K. Franze, S. Budday, C. Mark, B. Fabry, and R. Gerum, Dynamic traction force measurements of migrating immune cells in 3D biopoly- mer matrices, Nat. Phys.20,...

  64. [72]

    Sarnighausen, T

    G. Sarnighausen, T. Thi Ngoc Nguyen, T. Hohage, M. Sinha, S. K¨oster, T. Betz, U. Sebastian Schwarz, and A. Wald, Traction force microscopy for linear and nonlinear elastic materials as a parameter identification inverse problem, Inverse Probl.41, 065023 (2025)

  65. [73]

    P ´erez-Gonz´alez, R

    C. P ´erez-Gonz´alez, R. Alert, C. Blanch-Mercader, M. G ´omez- Gonz´alez, T. Kolodziej, E. Bazellieres, J. Casademunt, and X. Trepat, Active wetting of epithelial tissues, Nat. Phys.15, 79 (2019)

  66. [74]

    Alert and X

    R. Alert and X. Trepat, Physical Models of Collective Cell Mi- gration, Annu. Rev. Condens. Matter Phys.11, 77 (2020)

  67. [75]

    Alisafaei, D

    F. Alisafaei, D. Shakiba, Y . Hong, G. Ramahdita, Y . Huang, L. E. Iannucci, M. D. Davidson, M. Jafari, J. Qian, C. Qu, D. Ju, D. R. Flory, Y .-Y . Huang, P. Gupta, S. Jiang, A. Mu- jahid, S. Singamaneni, K. M. Pryse, P.-h. G. Chao, J. A. Bur- dick, S. P. Lake, E. L. Elson, N....

  68. [76]

    Y . Hong, X. Peng, H. Yu, M. Jafari, D. Shakiba, Y . Huang, C. Qu, E. E. Melika, A. K. Tawadros, A. Mujahid, Y .-Y . Huang, J. A. Sandler, K. M. Pryse, J. M. Sacks, E. L. Elson, G. M. Genin, and F. Alisafaei, Cell–matrix feedback controls stretch- induced cellular memory and f...

  69. [77]

    Friedl and D

    P. Friedl and D. Gilmour, Collective cell migration in morpho- genesis, regeneration and cancer, Nat. Rev. Mol. Cell Biol.10, 445 (2009)

  70. [78]

    Shellard and R

    A. Shellard and R. Mayor, Collective durotaxis along a self- generated stiffness gradient in vivo, Nature600, 690 (2021)

  71. [79]

    P. Liu, Q. Wang, X. Dai, L. Pei, J. Wang, W. Zhao, H. E. John- son, M. Yao, and A. K. Efremov, Elastic properties of force- transmitting linkages determine multistable mechanosensitive behaviour of cell adhesion, Nat. Phys.21, 1431 (2025)

  72. [80]

    Cicconofri, P

    G. Cicconofri, P. Blanco, G. Vilanova, P. S´aez, and M. Arroyo, Active interfacial degradation/deposition of an elastic matrix by a fluid inclusion: Theory and pattern formation, J. Mech. Phys. Solids191, 105773 (2024)

  73. [81]

    S. Bell, J. Ackermann, A. Maitra, and R. V oituriez, Ordering spontaneous flows and aging in active fluids depositing tracks, Phys. Rev. E111, L023405 (2025)

  74. [82]

    Moghe, R

    P. Moghe, R. Belousov, T. Ichikawa, C. Iwatani, T. Tsukiyama, A. Erzberger, and T. Hiiragi, Coupling of cell shape, matrix and tissue dynamics ensures embryonic patterning robustness, Nat. Cell Biol.27, 408 (2025)

  75. [83]

    Chaudhuri, J

    O. Chaudhuri, J. Cooper-White, P. A. Janmey, D. J. Mooney, and V . B. Shenoy, Effects of extracellular matrix viscoelasticity on cellular behaviour, Nature584, 535 (2020)

  76. [84]

    Chaudhuri, L

    O. Chaudhuri, L. Gu, M. Darnell, D. Klumpers, S. A. Bencherif, J. C. Weaver, N. Huebsch, and D. J. Mooney, Sub- strate stress relaxation regulates cell spreading, Nat. Commun. 6, 6364 (2015)

  77. [85]

    Bennett, M

    M. Bennett, M. Cantini, J. Reboud, J. M. Cooper, P. Roca- Cusachs, and M. Salmeron-Sanchez, Molecular clutch drives cell response to surface viscosity, Proc. Natl. Acad. Sci. U. S. A.115, 1192 (2018)

  78. [86]

    Adebowale, Z

    K. Adebowale, Z. Gong, J. C. Hou, K. M. Wisdom, D. Garbett, H.-p. Lee, S. Nam, T. Meyer, D. J. Odde, V . B. Shenoy, and O. Chaudhuri, Enhanced substrate stress relaxation promotes filopodia-mediated cell migration, Nat. Mater.20, 1290 (2021)

  79. [87]

    Huerta-L ´opez, A

    C. Huerta-L ´opez, A. Clemente-Manteca, D. Vel ´azquez- Carreras, F. M. Espinosa, J. G. Sanchez, ´A. Mart´ınez-del Pozo, M. Garc ´ıa-Garc´ıa, S. Mart ´ın-Colomo, A. Rodr ´ıguez-Blanco, R. Esteban-Gonz ´alez, F. M. Mart ´ın-Zamora, L. I. Gutierrez- Rus, R. Garcia, P. Roca-Cusac...

  80. [88]

    Charbonier, J

    F. Charbonier, J. Zhu, R. Slyman, C. Allan, and O. Chaud- huri, Substrate stress relaxation regulates monolayer fluidity and leader cell formation for collectively migrating epithelia, Proc. Natl. Acad. Sci.122, e2417290122 (2025)

  81. [89]

    Courbot and A

    O. Courbot and A. Elosegui-Artola, The role of extracellular matrix viscoelasticity in development and disease, npj Biol. Phys. Mech.2, 10 (2025)

  82. [90]

    Villacrosa-Ribas, D

    A. Villacrosa-Ribas, D. C. A. Duffhues, P. van den Bersse- laar, S. Pragnere, B. G. W. Groenen, M. A. G. Oliva, G. Cic- cone, M. Salmeron-Sanchez, C. V . C. Bouten, J. J. Mu˜noz, and V . Conte, Traction force microscopy for viscoelastic substrates: A semi-analytical method, Ad...

  83. [91]

    Vader, A

    D. Vader, A. Kabla, D. Weitz, and L. Mahadevan, Strain- induced alignment in collagen gels, PLoS ONE4, e5902 (2009)

  84. [92]

    B. M. Baker, B. Trappmann, W. Y . Wang, M. S. Sakar, I. L. Kim, V . B. Shenoy, J. A. Burdick, and C. S. Chen, 8 Cell-mediated fibre recruitment drives extracellular matrix mechanosensing in engineered fibrillar microenvironments, Nat. Mater.14, 1262 (2015)

  85. [93]

    J. Kim, J. Feng, C. A. Jones, X. Mao, L. M. Sander, H. Levine, and B. Sun, Stress-induced plasticity of dynamic collagen net- works, Nat. Commun.8, 842 (2017)

  86. [94]

    E. Ban, J. M. Franklin, S. Nam, L. R. Smith, H. Wang, R. G. Wells, O. Chaudhuri, J. T. Liphardt, and V . B. Shenoy, Mech- anisms of plastic deformation in collagen networks induced by cellular forces, Biophysical Journal114, 450 (2018)

  87. [95]

    ´Etienne and P

    J. ´Etienne and P. Recho, Initiation of motility on a compliant substrate, J. Mech. Phys. Solids183, 105526 (2024)

  88. [96]

    Chelly, A

    H. Chelly, A. Jahangiri, M. Mireux, J. ´Etienne, D. K. Dysthe, C. Verdier, and P. Recho, Cell crawling on a compliant sub- strate: A biphasic relation with linear friction, Int. J. Non. Lin- ear. Mech.139, 103897 (2022). 9 SUPPLEMENTAL MA TERIAL Here, we generalize the stabili...

Pith tools

Reviewed June 28, 2026 · model on record in the stance chip above.