Engineering High Throughput Screening Platforms of Cervical Cancer

There is a critical need for complex multicellular three-dimensional physiomimetic models of cancer that can interface with high throughput drug screening methods to assess anti-metastatic and anti-angiogenic drug efficacy in a rapid yet high content manner. We report a multilayer multicellular platform of human cervical cancer cell lines and primary human microvascular endothelial cells that incorporates critical biophysical and extracellular matrix cues, interfaces with standard high throughput drug screening methods, and can evaluate cervical cancer invasion and endothelial microvessel formation over time. Through the use of Design of Experiments statistical optimization, we identified the specific concentrations of collagen I, fibrinogen, fibronectin, GelMA, and PEGDA in each hydrogel layer that maximized cervical cancer invasion and endothelial microvessel length simultaneously. We then validated the optimized platform and assessed the viscoelastic properties of the composite hydrogels as well as their individual constituents. Finally, using this optimized platform, we conducted a targeted drug screen of four clinically relevant drugs on two cervical cancer cell lines. From these data we identified each of the cervical cancer cell lines (SiHa and Ca Ski) as either responsive or refractive to Paclitaxel, Dasitinib, Dovitinib, or Pazopanib. Overall, we developed a phenotypic drug screening platform of cervical cancer that captures cell behavior present in the cervical cancer tumor microenvironment, captures patient to patient variability, and integrates with standard high throughput high content drug screening methods. This work provides a valuable platform that can be used to screen large compound libraries for mechanistic studies, drug discovery, and precision oncology for cervical cancer patients.

[1]  J. West,et al.  Tunable PEG Hydrogels for Discerning Differential Tumor Cell Response to Biomechanical Cues , 2022, Advanced biology.

[2]  M. Schenone,et al.  Phenotypic drug discovery: recent successes, lessons learned and new directions , 2022, Nature Reviews Drug Discovery.

[3]  Y. Di,et al.  Characterizing the extracellular matrix transcriptome of cervical, endometrial, and uterine cancers , 2022, bioRxiv.

[4]  C. Triggle,et al.  3D Tissue-Engineered Vascular Drug Screening Platforms: Promise and Considerations , 2022, Frontiers in Cardiovascular Medicine.

[5]  Gabor T. Marth,et al.  A human breast cancer-derived xenograft and organoid platform for drug discovery and precision oncology , 2022, Nature Cancer.

[6]  L. Zhong,et al.  Small molecules in targeted cancer therapy: advances, challenges, and future perspectives , 2021, Signal Transduction and Targeted Therapy.

[7]  Yushui Ma,et al.  The power and the promise of organoid models for cancer precision medicine with next-generation functional diagnostics and pharmaceutical exploitation , 2021, Translational oncology.

[8]  P. Thareja,et al.  Carbamoylated chitosan hydrogels with improved viscoelastic properties and stability for potential 3D cell culture applications , 2021, Biomedical materials.

[9]  J. Lowengrub,et al.  An in vitro vascularized micro-tumor model of human colorectal cancer recapitulates in vivo responses to standard-of-care therapy , 2021, Lab on a chip.

[10]  Chunyong Wu,et al.  Investigating PEGDA and GelMA Microgel Models for Sustained 3D Heterotypic Dermal Papilla and Keratinocyte Co-Cultures , 2021, International journal of molecular sciences.

[11]  Alap Ali Zahid,et al.  3D Bioprinted cancer models: Revolutionizing personalized cancer therapy , 2021, Translational oncology.

[12]  Julie C. Liu,et al.  Physical, Biomechanical, and Optical Characterization of Collagen and Elastin Blend Hydrogels , 2020, Annals of Biomedical Engineering.

[13]  Ashlyn T. Young,et al.  Rheological Properties of Coordinated Physical Gelation and Chemical Crosslinking in Gelatin Methacryloyl (GelMA) Hydrogels. , 2020, Macromolecular bioscience.

[14]  Wei-Lin Jin,et al.  The updated landscape of tumor microenvironment and drug repurposing , 2020, Signal Transduction and Targeted Therapy.

[15]  C. Leath,et al.  Advances in immunotherapy for cervical cancer. , 2020, Current opinion in oncology.

[16]  W. Murphy,et al.  Synthetic alternatives to Matrigel , 2020, Nature Reviews Materials.

[17]  B. Langlois,et al.  Functional Interplay Between Collagen Network and Cell Behavior Within Tumor Microenvironment in Colorectal Cancer , 2020, Frontiers in Oncology.

[18]  J. Pober,et al.  Three Dimensional Bioprinting of a Vascularized and Perfusable Skin Graft Using Human Keratinocytes, Fibroblasts, Pericytes, and Endothelial Cells , 2020, Tissue Engineering Part A.

[19]  Vítor M Gaspar,et al.  Hydrogel 3D in vitro tumor models for screening cell aggregation mediated drug response. , 2020, Biomaterials science.

[20]  Xiang Ren,et al.  Breast cancer models: Engineering the tumor microenvironment. , 2020, Acta biomaterialia.

[21]  G. Bifulco,et al.  Advances in paclitaxel combinations for treating cervical cancer , 2020, Expert opinion on pharmacotherapy.

[22]  M. Peitsch,et al.  In Vitro High-Content Imaging-Based Phenotypic Analysis of Bronchial 3D Organotypic Air–Liquid Interface Cultures , 2020, SLAS technology.

[23]  Jing Zhang,et al.  Collagen prolyl 4-hydroxylase 2 predicts worse prognosis and promotes glycolysis in cervical cancer. , 2019, American journal of translational research.

[24]  Ahmad Aljaberi,et al.  The use of design of experiments to develop hot melt extrudates for extended release of diclofenac sodium , 2019, Pharmaceutical development and technology.

[25]  S. Stokley,et al.  National, Regional, State, and Selected Local Area Vaccination Coverage Among Adolescents Aged 13–17 Years — United States, 2018 , 2019, MMWR. Morbidity and mortality weekly report.

[26]  Chern Ein Oon,et al.  Key Molecular Events in Cervical Cancer Development , 2019, Medicina.

[27]  N. Tanaka,et al.  Efficient use of patient-derived organoids as a preclinical model for gynecologic tumors. , 2019, Gynecologic oncology.

[28]  Yan Huang,et al.  Fibronectin promotes cervical cancer tumorigenesis through activating FAK signaling pathway , 2019, Journal of cellular biochemistry.

[29]  Defeng Guan,et al.  Non-contact co-culture with human vascular endothelial cells promotes epithelial-to-mesenchymal transition of cervical cancer SiHa cells by activating the NOTCH1/LOX/SNAIL pathway , 2019, Cellular & Molecular Biology Letters.

[30]  C. Woodworth,et al.  Establishment and optimization of epithelial cell cultures from human ectocervix, transformation zone, and endocervix optimization of epithelial cell cultures , 2019, Journal of cellular physiology.

[31]  Hong Liu,et al.  KRT17 confers paclitaxel-induced resistance and migration to cervical cancer cells. , 2019, Life sciences.

[32]  P. Härkönen,et al.  Dovitinib dilactic acid reduces tumor growth and tumor-induced bone changes in an experimental breast cancer bone growth model , 2019, Journal of bone oncology.

[33]  Shay Soker,et al.  3D bioprinting for high-throughput screening: Drug screening, disease modeling, and precision medicine applications. , 2019, Applied physics reviews.

[34]  D. Cho,et al.  3D Cell Printing of Perfusable Vascularized Human Skin Equivalent Composed of Epidermis, Dermis, and Hypodermis for Better Structural Recapitulation of Native Skin , 2018, Advanced healthcare materials.

[35]  A. Jemal,et al.  Cancer statistics, 2019 , 2019, CA: a cancer journal for clinicians.

[36]  D. Pezzoli,et al.  Fibronectin promotes elastin deposition, elasticity and mechanical strength in cellularised collagen-based scaffolds. , 2018, Biomaterials.

[37]  M. Matsusaki,et al.  In vitro 3D blood/lymph-vascularized human stromal tissues for preclinical assays of cancer metastasis. , 2018, Biomaterials.

[38]  Yong-rui Bao,et al.  3D microfluidic in vitro model and bioinformatics integration to study the effects of Spatholobi Caulis tannin in cervical cancer , 2018, Scientific Reports.

[39]  Wanrong Wu,et al.  Interleukin‑17A and heparanase promote angiogenesis and cell proliferation and invasion in cervical cancer. , 2018, International journal of oncology.

[40]  Andrés J. García,et al.  A rapid method for determining protein diffusion through hydrogels for regenerative medicine applications , 2018, APL bioengineering.

[41]  T. Simoncini,et al.  Vascular endothelial growth factor C promotes cervical cancer cell invasiveness via regulation of microRNA-326/cortactin expression , 2018, Gynecological endocrinology : the official journal of the International Society of Gynecological Endocrinology.

[42]  Jianzhong Fu,et al.  3D Bioprinting of Low-Concentration Cell-Laden Gelatin Methacrylate (GelMA) Bioinks with a Two-Step Cross-linking Strategy. , 2018, ACS applied materials & interfaces.

[43]  Sigrid A. Langhans Three-Dimensional in Vitro Cell Culture Models in Drug Discovery and Drug Repositioning , 2018, Front. Pharmacol..

[44]  J. K. Leach,et al.  Engineering fibrin hydrogels to promote the wound healing potential of mesenchymal stem cell spheroids. , 2017, Acta biomaterialia.

[45]  H. Feltovich,et al.  New techniques in evaluation of the cervix. , 2017, Seminars in perinatology.

[46]  D. Mooney,et al.  Leveraging advances in biology to design biomaterials. , 2017, Nature materials.

[47]  Dajin Li,et al.  The cross talk between cervical carcinoma cells and vascular endothelial cells mediated by IL‐27 restrains angiogenesis , 2017, American journal of reproductive immunology.

[48]  K. Masters,et al.  Decoupling the effects of stiffness and fiber density on cellular behaviors via an interpenetrating network of gelatin-methacrylate and collagen. , 2017, Biomaterials.

[49]  R. Maddaly,et al.  Cancer Cytokines and the Relevance of 3D Cultures for Studying Those Implicated in Human Cancers , 2017, Journal of cellular biochemistry.

[50]  Takako Kawakita,et al.  Growth inhibitory effect of the Src inhibitor dasatinib in combination with anticancer agents on uterine cervical adenocarcinoma cells , 2017, Experimental and therapeutic medicine.

[51]  S. Simon,et al.  Multifactorial Experimental Design to Optimize the Anti‐Inflammatory and Proangiogenic Potential of Mesenchymal Stem Cell Spheroids , 2017, Stem cells.

[52]  Ye Fang,et al.  Three-Dimensional Cell Cultures in Drug Discovery and Development , 2017, SLAS discovery : advancing life sciences R & D.

[53]  Hanry Yu,et al.  3D Culture as a Clinically Relevant Model for Personalized Medicine , 2017, SLAS technology.

[54]  Lay Poh Tan,et al.  Synthesis and Characterization of Types A and B Gelatin Methacryloyl for Bioink Applications , 2016, Materials.

[55]  Stephanie J Hachey,et al.  3D microtumors in vitro supported by perfused vascular networks , 2016, Scientific Reports.

[56]  N. Gundiah,et al.  Gelatin Methacrylate Hydrogels as Biomimetic Three-Dimensional Matrixes for Modeling Breast Cancer Invasion and Chemoresponse in Vitro. , 2016, ACS applied materials & interfaces.

[57]  Peter C. Searson,et al.  In Vitro Tumor Models: Advantages, Disadvantages, Variables, and Selecting the Right Platform , 2016, Front. Bioeng. Biotechnol..

[58]  J. Jannet Vennila,et al.  Design, Synthesis, Spectral Analysis, In Vitro Anticancer Evaluation and Molecular Docking Studies of Some Fluorescent 4-Amino-2, 3-Dimethyl-1-Phenyl-3-Pyrazolin-5-One, Ampyrone Derivatives , 2017, Interdisciplinary Sciences: Computational Life Sciences.

[59]  Yang Cao,et al.  Fibronectin promotes cell proliferation and invasion through mTOR signaling pathway activation in gallbladder cancer. , 2015, Cancer letters.

[60]  I. Kovalszky,et al.  Remodeling of extracellular matrix by normal and tumor-associated fibroblasts promotes cervical cancer progression , 2015, BMC Cancer.

[61]  M. Ferrer,et al.  Quantitative high throughput screening using a primary human three-dimensional organotypic culture predicts in vivo efficacy , 2015, Nature Communications.

[62]  Dany J. Munoz-Pinto,et al.  Characterization of sequential collagen-poly(ethylene glycol) diacrylate interpenetrating networks and initial assessment of their potential for vascular tissue engineering. , 2015, Biomaterials.

[63]  Sharon Gerecht,et al.  Hydrogels to model 3D in vitro microenvironment of tumor vascularization. , 2014, Advanced drug delivery reviews.

[64]  C. Dupont-Gillain,et al.  The type and composition of alginate and hyaluronic-based hydrogels influence the viability of stem cells of the apical papilla. , 2014, Dental materials : official publication of the Academy of Dental Materials.

[65]  Kyung Min Park,et al.  Biomimetic tissue-engineered systems for advancing cancer research: NCI Strategic Workshop report. , 2014, Cancer research.

[66]  Dietmar W Hutmacher,et al.  Gelatine methacrylamide-based hydrogels: an alternative three-dimensional cancer cell culture system. , 2014, Acta biomaterialia.

[67]  Liliang Ouyang,et al.  Three-dimensional printing of Hela cells for cervical tumor model in vitro , 2014, Biofabrication.

[68]  H. Seol,et al.  Cytotoxic and targeted systemic therapy in advanced and recurrent cervical cancer: experience from clinical trials. , 2014, The Tohoku journal of experimental medicine.

[69]  Michael Hay,et al.  Clinical development success rates for investigational drugs , 2014, Nature Biotechnology.

[70]  Kristen T Morin,et al.  In vitro models of angiogenesis and vasculogenesis in fibrin gel. , 2013, Experimental cell research.

[71]  E. Berg,et al.  Neoclassic Drug Discovery , 2013, Journal of biomolecular screening.

[72]  Shaker A. Mousa,et al.  Fibrin and Collagen Differentially but Synergistically Regulate Sprout Angiogenesis of Human Dermal Microvascular Endothelial Cells in 3-Dimensional Matrix , 2013, International journal of cell biology.

[73]  R. Rao,et al.  Matrix composition regulates three-dimensional network formation by endothelial cells and mesenchymal stem cells in collagen/fibrin materials , 2012, Angiogenesis.

[74]  J. Melero-Martin,et al.  Type I collagen, fibrin and PuraMatrix matrices provide permissive environments for human endothelial and mesenchymal progenitor cells to form neovascular networks , 2011, Journal of Tissue Engineering and Regenerative Medicine.

[75]  N. Uldbjerg,et al.  Collagen concentration and biomechanical properties of samples from the lower uterine cervix in relation to age and parity in non-pregnant women , 2010, Reproductive biology and endocrinology : RB&E.

[76]  L. Kaufman,et al.  Pore size variable type I collagen gels and their interaction with glioma cells. , 2010, Biomaterials.

[77]  S. Cross,et al.  Microvascular Endothelial Cell Responses in vitro and in vivo: Modulation by Zoledronic Acid and Paclitaxel? , 2010, Journal of Vascular Research.

[78]  Heino Prinz,et al.  Hill coefficients, dose–response curves and allosteric mechanisms , 2010, Journal of chemical biology.

[79]  L. Kaufman,et al.  Elastic moduli of collagen gels can be predicted from two-dimensional confocal microscopy. , 2009, Biophysical journal.

[80]  D. Raidoo,et al.  Angiogenesis in cervical cancer is mediated by HeLa metabolites through endothelial cell tissue kallikrein. , 2009, Oncology reports.

[81]  P. Janmey,et al.  Fibrin gels and their clinical and bioengineering applications , 2009, Journal of The Royal Society Interface.

[82]  K. Hirschi,et al.  Assessing identity, phenotype, and fate of endothelial progenitor cells. , 2008, Arteriosclerosis, thrombosis, and vascular biology.

[83]  Anubhav Tripathi,et al.  Viscoelastic response of human skin to low magnitude physiologically relevant shear. , 2008, Journal of biomechanics.

[84]  D. Hedley,et al.  Efficacy of Hsp90 inhibition for induction of apoptosis and inhibition of growth in cervical carcinoma cells in vitro and in vivo , 2008, Cancer Chemotherapy and Pharmacology.

[85]  Hyuck Chan Kwon,et al.  A well-defined in vitro three-dimensional culture of human endometrium and its applicability to endometrial cancer invasion. , 2003, Cancer letters.

[86]  P. Vaupel,et al.  Association between host tissue vascularity and the prognostically relevant tumor vascularity in human cervical cancer. , 2001, International journal of oncology.

[87]  P. Delvenne,et al.  Organotypic culture of HPV-transformed keratinocytes: a model for testing lymphocyte infiltration of (pre)neoplastic lesions of the uterine cervix , 1998, Virchows Archiv.

[88]  D. Kreutzer,et al.  Fibrin activation of vascular endothelial cells. Induction of IL-8 expression. , 1995, Journal of immunology.

[89]  H. Nakano,et al.  The promotion of invasion through the basement membrane of cervical carcinoma cells by fibronectin as a chemoattractant. , 1994, Cancer letters.

[90]  Richard A.F. Clark,et al.  The Molecular and Cellular Biology of Wound Repair , 2012, Springer US.

[91]  K. Watanabe,et al.  Influence of fibrin, fibrinogen and fibrinogen degradation products on cultured endothelial cells. , 1983, Atherosclerosis.

[92]  L. G. Koss,et al.  Cervical Cancer , 1981, Current Topics in Pathology.

[93]  J. Higginson,et al.  International Agency for Research on Cancer. , 1968, WHO chronicle.