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Dynamic Phenotypic Switching and Group Behavior Help Non-Small Cell Lung Cancer Cells Evade Chemotherapy.
Nam, Arin; Mohanty, Atish; Bhattacharya, Supriyo; Kotnala, Sourabh; Achuthan, Srisairam; Hari, Kishore; Srivastava, Saumya; Guo, Linlin; Nathan, Anusha; Chatterjee, Rishov; Jain, Maneesh; Nasser, Mohd W; Batra, Surinder Kumar; Rangarajan, Govindan; Massarelli, Erminia; Levine, Herbert; Jolly, Mohit Kumar; Kulkarni, Prakash; Salgia, Ravi.
Affiliation
  • Nam A; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Mohanty A; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Bhattacharya S; Integrative Genomics Core, Beckman Research Institute, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Kotnala S; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Achuthan S; Center for Informatics, Division of Research Informatics, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Hari K; Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.
  • Srivastava S; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Guo L; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Nathan A; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Chatterjee R; Center for Informatics, Division of Research Informatics, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Jain M; Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA.
  • Nasser MW; Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA.
  • Batra SK; Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA.
  • Rangarajan G; Department of Mathematics, Indian Institute of Science, Bangalore 560012, India.
  • Massarelli E; Center for Neuroscience, Indian Institute of Science, Bangalore 560012, India.
  • Levine H; Department of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA 91010, USA.
  • Jolly MK; Department of Physics, Northeastern University, Boston, MA 02115, USA.
  • Kulkarni P; Department of Bioengineering, Northeastern University, Boston, MA 02115, USA.
  • Salgia R; Center for BioSystems Science and Engineering, Indian Institute of Science, Bangalore 560012, India.
Biomolecules ; 12(1)2021 12 21.
Article in En | MEDLINE | ID: mdl-35053156
ABSTRACT
Drug resistance, a major challenge in cancer therapy, is typically attributed to mutations and genetic heterogeneity. Emerging evidence suggests that dynamic cellular interactions and group behavior also contribute to drug resistance. However, the underlying mechanisms remain poorly understood. Here, we present a new mathematical approach with game theoretical underpinnings that we developed to model real-time growth data of non-small cell lung cancer (NSCLC) cells and discern patterns in response to treatment with cisplatin. We show that the cisplatin-sensitive and cisplatin-tolerant NSCLC cells, when co-cultured in the absence or presence of the drug, display dynamic group behavior strategies. Tolerant cells exhibit a 'persister-like' behavior and are attenuated by sensitive cells; they also appear to 'educate' sensitive cells to evade chemotherapy. Further, tolerant cells can switch phenotypes to become sensitive, especially at low cisplatin concentrations. Finally, switching treatment from continuous to an intermittent regimen can attenuate the emergence of tolerant cells, suggesting that intermittent chemotherapy may improve outcomes in lung cancer.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Cisplatin / Carcinoma, Non-Small-Cell Lung / Drug Resistance, Neoplasm / Lung Neoplasms / Models, Biological Limits: Humans Language: En Journal: Biomolecules Year: 2021 Document type: Article Affiliation country: United States

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Cisplatin / Carcinoma, Non-Small-Cell Lung / Drug Resistance, Neoplasm / Lung Neoplasms / Models, Biological Limits: Humans Language: En Journal: Biomolecules Year: 2021 Document type: Article Affiliation country: United States