The DOI matches its Crossref record; 46 of the 46 references it cites were found in a registry or an index.
Tuning the Range of Polyacrylamide Gel Stiffness for Mechanobiology Applications
Abstract
Adjusting the acrylamide monomer and cross-linker content in polyacrylamide gels controls the hydrogel stiffness, yet the reported elastic modulus for the same formulations varies widely and these discrepancies are frequently attributed to different measurement methods. Few studies exist that examine stiffness trends across monomer and cross-linker concentrations using the same characterization platform. In this work, we use Atomic Force Microscopy and analyze force-distance curves to derive the elastic modulus of polyacrylamide hydrogels. We find that gel elastic modulus increases with increasing cross-link concentration until an inflection point, after which gel stiffness decreases with increasing cross-linking. This behavior arises because of the formation of highly cross-linked clusters, which add inhomogeneity and heterogeneity to the network structure, causing the global network to soften even under high cross-linking conditions. We identify these inflection points for three different total polymer formulations. When we alter gelation kinetics by using a low polymerization temperature, we find that gels are stiffer when polymerized at 4 °C compared to room temperature, indicating a complex relationship between gel structure, elasticity, and network formation. We also investigate how gel stiffness changes during storage over 10 days and find that specific gel formulations undergo significant stiffening (1.55 ± 0.13), which may be explained by differences in gel swelling resulting from initial polymerization parameters. Taken together, our study emphasizes the importance of polyacrylamide formulation, polymerization temperature, gelation time, and storage duration in defining the structural and mechanical properties of the polyacrylamide hydrogels.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Matrix elasticity directs stem cell lineage specification
Engler, A. J., Sen, S., Sweeney, H. L., & Discher, D. E. (2006) · Cell · doi:10.1016/j.cell.2006.06.044 · Cited by 13,915
Cell locomotion and focal adhesions are regulated by substrate flexibility
Pelham, R. J., & Wang, Y.-L. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.25.13661 · Cited by 3,027
Effects of substrate stiffness on cell morphology, cytoskeletal structure, and adhesion
Yeung, T., Georges, P. C., Flanagan, L. A., Marg, B., Ortiz, M., Funaki, M., Zahir, N., Ming, W., Weaver, V., & Janmey, P. A. (2005) · Cell Motility and the Cytoskeleton · doi:10.1002/cm.20041 · Cited by 2,325
Nonlinear elasticity in biological gels
Storm, C., Pastore, J. J., MacKintosh, F. C., Lubensky, T. C., & Janmey, P. A. (2005) · Nature · doi:10.1038/nature03521 · Cited by 1,703
Extracellular-matrix tethering regulates stem-cell fate
Trappmann, B., Gautrot, J. E., Connelly, J. T., Strange, D. G. T., Li, Y., Oyen, M. L., Cohen Stuart, M. A., Boehm, H., Li, B., Vogel, V., et al. (2012) · Nature Materials · doi:10.1038/nmat3339 · Cited by 1,568
Mechanical properties of hydrogels and their experimental determination
Anseth, K. S., Bowman, C. N., & Brannon-Peppas, L. (1996) · Biomaterials · doi:10.1016/0142-9612(96)87644-7 · Cited by 1,156
Substrate Compliance versus Ligand Density in Cell on Gel Responses
Engler, A., Bacakova, L., Newman, C., Hategan, A., Griffin, M., & Discher, D. (2004) · Biophysical Journal · doi:10.1016/s0006-3495(04)74140-5 · Cited by 1,141
Preparation of Hydrogel Substrates with Tunable Mechanical Properties
Tse, J. R., & Engler, A. J. (2010) · Current Protocols in Cell Biology · doi:10.1002/0471143030.cb1016s47 · Cited by 1,070
Interplay of matrix stiffness and protein tethering in stem cell differentiation
Wen, J. H., Vincent, L. G., Fuhrmann, A., Choi, Y. S., Hribar, K. C., Taylor-Weiner, H., Chen, S., & Engler, A. J. (2014) · Nature Materials · doi:10.1038/nmat4051 · Cited by 937
Fibrin gels and their clinical and bioengineering applications
Janmey, P. A., Winer, J. P., & Weisel, J. W. (2009) · Journal of The Royal Society Interface · doi:10.1098/rsif.2008.0327 · Cited by 680
Cited by
Extracellular Matrix Remodeling and Stiffening Modulate Tumor Phenotype and Treatment Response
Leight, J. L., Drain, A. P., & Weaver, V. M. (2017) · Annual Review of Cancer Biology · doi:10.1146/annurev-cancerbio-050216-034431 · Cited by 131
Mittelheisser, V., Gensbittel, V., Bonati, L., Li, W., Tang, L., & Goetz, J. G. (2024) · Nature Nanotechnology · doi:10.1038/s41565-023-01535-8 · Cited by 109
Metadata
- Authors
- Denisin, A. K., & Pruitt, B. L.
- Venue
- ACS Applied Materials & Interfaces
- Publisher
- American Chemical Society (ACS)
- Published
- 2016-01-27
- Volume
- 8
- Issue
- 34
- Pages
- 21893-21902
- ISSN
- 1944-8244 (ISSN-L)
- 1944-8252
- OpenAlex
- W2339372785
- Cited by
- 313
- References
- 46
- FWCI
- 9.36
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Tuning the Range of Polyacrylamide Gel Stiffness for Mechanobiology Applications. https://app.cochat.ai/papers/10.1021/acsami.5b09344
- The paper
- Denisin, A. K., & Pruitt, B. L. (2016). Tuning the Range of Polyacrylamide Gel Stiffness for Mechanobiology Applications. ACS Applied Materials & Interfaces. https://doi.org/10.1021/acsami.5b09344
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.