Royal College of Surgeons in Ireland
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Systems analysis of cancer cell heterogeneity in caspase-dependent apoptosis subsequent to mitochondrial outer membrane permeabilization.

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posted on 2022-03-01, 11:21 authored by Jasmin Schmid, Heiko DuessmannHeiko Duessmann, Gerhardt J. Boukes, Lorna Flanagan, Andreas Ulrich Lindner, Carla L. O'Connor, Markus RehmMarkus Rehm, Jochen PrehnJochen Prehn, Heinrich J. Huber

Deregulation of apoptosis is a hallmark of carcinogenesis. We here combine live cell imaging and systems modeling to investigate caspase-dependent apoptosis execution subsequent to mitochondrial outer membrane permeabilization (MOMP) in several cancer cell lines. We demonstrate that, although most cell lines that underwent MOMP also showed robust and fast activation of executioner caspases and apoptosis, the colorectal cancer cell lines LoVo and HCT-116 Smac(-/-), similar to X-linked inhibitor of apoptosis protein (XIAP)-overexpressing HeLa (HeLa XIAP(Adv)) cells, only showed delayed and often no caspase activation, suggesting apoptosis impairment subsequent to MOMP. Employing APOPTO-CELL, a recently established model of apoptosis subsequent to MOMP, this impairment could be understood by studying the systemic interaction of five proteins that are present in the apoptosis pathway subsequent to MOMP. Using APOPTO-CELL as a tool to study detailed molecular mechanisms during apoptosis execution in individual cell lines, we demonstrate that caspase-9 was the most important regulator in DLD-1, HCT-116, and HeLa cells and identified additional cell line-specific co-regulators. Developing and applying a computational workflow for parameter screening, systems modeling identified that apoptosis execution kinetics are more robust against changes in reaction kinetics in HCT-116 and HeLa than in DLD-1 cells. Our systems modeling study is the first to draw attention to the variability in cell specific protein levels and reaction rates and to the emergent effects of such variability on the efficiency of apoptosis execution and on apoptosis impairment subsequent to MOMP.


This research was supported by Science Foundation Ireland Grant 08/IN.1/B1949 (to J. H. M. P. and H. J. H.), Science Foundation Ireland Grant 07/RFP/BICF601 (to M. R.), Irish Health Research Board APOCOLON Grant TRA/2007/26 (to J. H. M. P.), the European Union Framework Programme 7 (APO-SYS), and the European Union Marie Curie action project Oxysense PIAP-GA-2009-230641 (to J. H. M. P.).



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Schmid J, Dussmann H, Boukes GJ, Flanagan L, Lindner AU, O'Connor CL, Rehm M, Prehn JHM, Huber HJ. Systems analysis of cancer cell heterogeneity in caspase-dependent apoptosis subsequent to mitochondrial outer membrane permeabilization. Journal of Biological chemistry. 2012;287(49):41546-59.

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  • Centre for Systems Medicine
  • Physiology and Medical Physics