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Explore the emergence of cellular heterogeneity in CR-1 expression and its implications in cancer, stem cells, and drug resistance through signaling pathways and transcriptional circuits.
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Emergence of Cellular Heterogeneity in Expression of an Oncofetal Protein Biplab Bose Department of Biosciences & Bioengineering IIT Guwahati
Heterogeneity in Cancer Genetic heterogeneity within a tumor Mol Oncol. 2010, 4(3):267-83
CFP YFP cfp yfp P P Development, 2009,136:3525-30 Science, 2002, 297(5584):1183-6 Population Heterogeneity in Gene Expression
Biological Implication of Heterogeneity Emergence of drug resistance Nat Rev Genet. 2009, 10(5):336-42
Human Cripto-1 (CR-1): an Oncofetal Protein • Member of EGF-CFC family. • Expressed as membrane bound molecule • Over-expressed in various cancers • Functional in membrane-bound and soluble form During Development: • Patterning of the Anterior/Posterior axis • Specification of mesoderm and endoderm during gastrulation Intracellular Signaling Pathways: • Nodal/ALK4/Smad-2 • Glypican-1/c-Src/MAPK • Glypican-1/c-Src/AKT In Cancer: • Triggers proliferation • Induction of cellular migration and invasion • promotion of angiogenesis • Stimulates EMT
CR-1 Heterogeneous Expression of CR-1 CR-1 expression is heterogeneous: two sub-populations exists Human melanoma cell lines Human embryonal carcinoma cell lines CR-1 (+)ve : ~50% CR-1 (+)ve : 2% - 5% Stem Cells. 2010, 28(8):1303-14 Cell Cycle. 2013 May 1;12(9):1450-6.
Transcriptional Circuit Affects Expression Heterogeneity Linear Circuit Positive feedback
A Possible Feedback Circuit for CR-1 Current Information Hypothesis
CR-1 Induces Its Own Expression U-87 MG cells, treated with recombinant CR-1, 24 hr Real-time PCR Western Blot n = 2.3713; a = 10.85 K=156.99; R2 = 0.9747
Treatment with CR-1 does not effects on mRNA stability Treatment condition: 200 ng/ml CR1-GST, 5 µg/ml Act-D Real Time PCR: No significance difference between treated and untreated (Rank sum test, P =0.127) 11
The Pathway of Induction Western Blot PCR Treatment condition: Cells: U-87 MG; SB431542: 10 µM; CR1-GST or GST: 200 ng/ml; 24 hr
The Pathway of Induction MCF-7: Expresses SMAD4 HT-29: Does not express SMAD4
Transcriptional Circuit Affects Expression Heterogeneity Linear Circuit Positive feedback
Induction of CR-1 Expression is Heterogeneous Treatment: U-87 MG cells treated with different conc. of recombinant CR-1, 24 hrs Induction of CR-1 expression happens only in a minority subpopulation
Dose-dependent Behavior of CR-1 Positive Cells Dose-dependent Behavior of CR-1 Positive Cells Treatment: U-87 MG cells treated with different conc. of recombinant CR1, 24 hrs Overton histogram subtraction used to find CR-1 (+)ve population
CR-1(-)ve CR-1(+)ve Differential Expression of Pathway Molecules RT-PCR Two subpopulations are sorted by FACS and gene expression was checked by RT-PCR
Signature of Bimodality in Expression Noise Noise in CR-1 expression When protein expression, is unimodal and increases by increase in rate of transcription CR-1 expression was induced with different doses of recombinant CR-1 Mol Biosyst, 2012, 8(11):3068-76
Simulated for three conditions: Signature of Bimodality in Expression Noise Simulated using MATLAB “Low cells” has lower mean and variance “High cells” have high mean and variance % of “High cells” varied: 0% to 100%
Signature of Bimodality in Expression Noise Simulation Flow Cytometry Data
Biological Implication of CR-1 Positive Subpopulation Stochasticity in gene expression Spontaneous emergence of heterogeneity Cells in different states Some cells having drug resistance and/ or Some cells having Stemness Ref: Cell, 2011, 146: 633–644
CR-1(-)ve CR-1(+)ve CR-1 Positive Cells May Not be Cancer Stem Cells RT-PCR: Two subpopulations are sorted by FACS and gene expression was checked by RT-PCR
Isotype Control Untreated CR1-GST (400 ng/ml) CR-1 Positive Cells are MDR-1 Positive • MDR-1 is an ABC-transporter involved in multidrug resistance • CSC like cells isolated from U-87 MG have higher MDR-1 expression CR-1 and MDR-1 are co-induced in a small subpopulation: indicates co-regulation
Cells Do Play Dice Signal PLoS ONE 10(2): e0116748
FlowPy biplabbose@iitg.ernet.in @bose_biplab http://flowpy.wikidot.com/ Research student: Dr. Pojul Loying Collaborator: Dr. Janvie Manhas Dr. Sudip Sen, AIIMS Financial Support: DBT