Abstract
Lack of arrangement complexity in cells grown on 2D cultures for in-vitro experiments has been shown to be a major contributor to lack of reproducibility of in-vivo experiments. Culturing cells along with extracellular matrix (ECM) materials like Collagen has shown promise towards bridging this gap. Cells grown with ECM materials, display entirely different morphological behavior from their polystyrene plate based counterparts. Being commercially expensive, protocols for efficient, in-house collagen-1 extraction for cell culture purpose have been detailed in literatures. Present work focuses on the methods of quantifying and detailing the nuclear morphology (area, perimeter, circularity, roundness, solidity, AR (aspect-ratio) and fractal dimension) of cells grown on Collagen type-1, extracted in-house from rat tails. Treatment of cells grown on collagen and normal polystyrene base plates with established chemical stressors (Acetaminophen, Cobalt chloride and Hydrogen peroxide) was done to demonstrate morphometric differences in the respective conditions. Significant changes were observed in the nuclear morphology of gel grown cells. Application of stress factors in many cases led cells to exhibit morphological adjustments favoring their invasion into the Collagen gel underneath. These changes were in contrast to the polystyrene cultures, which mostly exhibited behaviors showing nuclear flattening and swelling. 3D cell cultures have the potential to produce more accurate experimental results than their 2D counterparts, increasing their reproducibility in further in-vivo tests.
Similar content being viewed by others
References
Hirsch C, Schildknecht S (2019) In vitro research reproducibility: keeping up high standards. Front Pharmacol 10:1484. https://doi.org/10.3389/FPHAR.2019.01484/BIBTEX
Vinci M, Gowan S, Boxall F, Patterson L, Zimmermann M, Court W, Lomas C, Mendiola M, Hardisson D, Eccles SA (2012) Advances in establishment and analysis of three-dimensional tumor spheroid-based functional assays for target validation and drug evaluation. BMC Biol 10(1):1–21. https://doi.org/10.1186/1741-7007-10-29/FIGURES/8
Rajan N, Habermehl J, Coté MF, Doillon CJ, Mantovani D (2006) Preparation of ready-to-use, storable and reconstituted type i collagen from rat tail tendon for tissue engineering applications. Nat Protoc 1(6):2753–2758. https://doi.org/10.1038/NPROT.2006.430
Janssen AFJ, Breusegem SY, Larrieu D (2022) Current methods and pipelines for image-based quantitation of nuclear shape and nuclear envelope abnormalities. Cells. https://doi.org/10.3390/CELLS11030347
Takaki T, Montagner M, Serres MP, Le Berre M, Russell M, Collinson L, Szuhai K, Howell M, Boulton SJ, Sahai E, Petronczki M (2017) Actomyosin drives cancer cell nuclear dysmorphia and threatens genome stability. Nat Commun 8:16013–16013. https://doi.org/10.1038/NCOMMS16013
Antmen E, Demirci U, Hasirci V (2019) Amplification of nuclear deformation of breast cancer cells by seeding on micropatterned surfaces to better distinguish their malignancies. Colloids Surf B Biointerfaces. https://doi.org/10.1016/J.COLSURFB.2019.110402
Mitruț R, Pirici D, Stepan AE, Mărgăritescu C, Simionescu CE, Kesse AM, Militaru C (2019) Histopathological and morphometric study of fibrosis and nuclear pleomorphism in dilated cardiomyopathy. Curr. Heal. Sci. J. 45(1):73. https://doi.org/10.12865/CHSJ.45.01.10
Phulari R, Rathore R, Talegaon T (2016) Nuclear fractal dimension: a new objective approach for discriminating normal mucosa, dysplasia and carcinoma. J Oral Maxillofac Pathol 20(3):400–404. https://doi.org/10.4103/0973-029X.190912
Yinti SR, Srikant N, Boaz K, Lewis AJ, Ashokkumar PJ, Kapila SN (2015) Nuclear fractal dimensions as a tool for prognostication of oral squamous cell carcinoma. J Clin Diagn Res 9(11):EC21. https://doi.org/10.7860/JCDR/2015/12931.6837
Losa GA, Castelli C (2005) Nuclear patterns of human breast cancer cells during apoptosis: characterisation by fractal dimension and co-occurrence matrix statistics. Cell Tissue Res 322(2):257–267. https://doi.org/10.1007/S00441-005-0030-2
Waliszewski P (2016) The quantitative criteria based on the fractal dimensions, entropy, and lacunarity for the spatial distribution of cancer cell nuclei enable identification of low or high aggressive prostate carcinomas. Front Physiol. https://doi.org/10.3389/FPHYS.2016.00034
Inanc S, Keles D, Oktay G (2017) An improved collagen zymography approach for evaluating the collagenases MMP-1, MMP-8, and MMP-13. Biotechniques 63(4):174–180. https://doi.org/10.2144/000114597
De Campos Vidal B, Mello MLS (2011) Collagen type I amide I band infrared spectroscopy. Micron 42(3):283–289. https://doi.org/10.1016/J.MICRON.2010.09.010
León-Mancilla BH, Araiza-Téllez MA, Flores-Flores JO, Piña-Barba MC (2016) Physico-chemical characterization of collagen scaffolds for tissue engineering. J Appl Res Technol 14(1):77–85. https://doi.org/10.1016/J.JART.2016.01.001
Brooker C, Tronci G (2022) Effect of mammalian tissue source on the molecular and macroscopic characteristics of UV-cured type I collagen hydrogel networks. Prosthesis 4(1):1–14. https://doi.org/10.3390/prosthesis4010001
Jokinen J, Dadu E, Nykvist P, Käpylä J, White DJ, Ivaska J, Vehviläinen P, Reunanen H, Larjava H, Häkkinen L, Heino J (2004) Integrin-mediated cell adhesion to type I collagen fibrils. J Biol Chem 279(30):31956–31963. https://doi.org/10.1074/JBC.M401409200
Bundscherer AC, Malsy M, Gruber MA, Graf BM, Sinner B (2018) Acetaminophen and metamizole induce apoptosis in HT 29 and SW 480 colon carcinoma cell lines in vitro. Anticancer Res 38(2):745–751. https://doi.org/10.21873/ANTICANRES.12280
Posadas I, Santos P, Ceña V (2012) Acetaminophen induces human neuroblastoma cell death through NFKB activation. PLoS ONE 7(11):e50160. https://doi.org/10.1371/JOURNAL.PONE.0050160
Boulares AH, Ren T (2004) Mechanism of acetaminophen-induced apoptosis in cultured cells: roles of caspase-3, DNA fragmentation factor, and the Ca2+ and Mg2+ endonuclease DNAS1L3. Basic Clin Pharmacol Toxicol 94(1):19–29
Lee YW, Cherng YG, Yang ST, Liu SH, Chen TL, Chen RM (2021) Hypoxia induced by cobalt chloride triggers autophagic apoptosis of human and mouse drug-resistant glioblastoma cells through targeting the PI3K-AKT-MTOR hway. Oxid Med Cell Longev. https://doi.org/10.1155/2021/5558618
Nicolas S, Abdellatef S, Al Haddad M, Fakhoury I, El-Sibai M (2019) Hypoxia and EGF stimulation regulate VEGF expression in human glioblastoma multiforme (GBM) cells by differential regulation of the PI3K/Rho-GTPase and MAPK pathways. Cells. https://doi.org/10.3390/CELLS8111397
Ahn BH, Park MH, Lee YH, Kwon TK, Min DS (2007) Up-regulation of cyclooxygenase-2 by cobalt chloride-induced hypoxia is mediated by phospholipase D isozymes in human astroglioma cells. Biochim Biophys Acta Mol Cell Res 1773(12):1721–1731. https://doi.org/10.1016/J.BBAMCR.2007.06.001
Kaur B, Khwaja FW, Severson EA, Matheny SL, Brat DJ, Van Meir EG (2005) Hypoxia and the hypoxia-inducible-factor pathway in glioma growth and angiogenesis. Neuro Oncol 7(2):134. https://doi.org/10.1215/S1152851704001115
Hayashi M, Sakata M, Takeda T, Yamamoto T, Okamoto Y, Sawada K, Kimura A, Minekawa R, Tahara M, Tasaka K, Murata Y (2004) Induction of glucose transporter 1 expression through hypoxia-inducible factor 1alpha under hypoxic conditions in trophoblast-derived cells. J Endocrinol 183(1):145–154. https://doi.org/10.1677/JOE.1.05599
Wolf K, te Lindert M, Krause M, Alexander S, te Riet J, Willis AL, Hoffman RM, Figdor CG, Weiss SJ, Friedl P (2013) Physical limits of cell migration: control by ECM space and nuclear deformation and tuning by proteolysis and traction force. J Cell Biol 201(7):1069–1084. https://doi.org/10.1083/JCB.201210152
Liou GY, Storz P (2010) Reactive oxygen species in cancer. Free Rad Res 44(5):479–496. https://doi.org/10.3109/10715761003667554
Saito Y, Nishio K, Ogawa Y, Kimata J, Kinumi T, Yoshida Y, Noguchi N, Niki E (2009) Turning point in apoptosis/necrosis induced by hydrogen peroxide. Free Rad Res 40(6):619–630. https://doi.org/10.1080/10715760600632552
Molavian HR, Kohandel M, Sivaloganathan S (2016) High concentrations of h2o2 make aerobic glycolysis energetically more favorable for cellular respiration. Front Physiol. https://doi.org/10.3389/FPHYS.2016.00362
Katiyar A, Tocco VJ, Li Y, Aggarwal V, Tamashunas AC, Dickinson RB, Lele TP (2019) Nuclear size changes caused by local motion of cell boundaries unfold the nuclear lamina and dilate chromatin and intranuclear bodies. Soft Matter 15(45):9310–9317. https://doi.org/10.1039/C9SM01666J
Neelam S, Hayes PR, Zhang Q, Dickinson RB, Lele TP (2016) Vertical uniformity of cells and nuclei in epithelial monolayers. Sci Rep 6(1):1–10. https://doi.org/10.1038/srep19689
Acknowledgements
The authors would like to acknowledge Ms. Pearlin (Ph.D research fellow- CBCMT) for helping us source the Rat tails used to extract Collagen in the present work and for her constant guidance. The authors also thank the CBCMT members for their valuable critical comments.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that they have no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Significance statement:
A methodological insight into quantification and comparison of cellular morphological aspects upon culture in a Collagen based gel and polystyrene base plates is provided. Changes in these aspects with stress induction is also detailed.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Nair, J., Das, R.K. Methodological Insights on Morphometric Comparison of Collagen-Type-1 and Polystyrene Grown Malignant Glioma Cells Upon Chemical Stress Induction. Proc. Natl. Acad. Sci., India, Sect. B Biol. Sci. 94, 301–314 (2024). https://doi.org/10.1007/s40011-023-01528-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40011-023-01528-6