Integrated multiplex analysis of cell death regulators in stage II colorectal cancer suggests patients with ‘persister’ cell profiles fail to benefit from adjuvant chemotherapy
Deborah A McNamara,
Jinru Shia,
John P Burke,
Manuela Salvucci,
Daniel B Longley,
Fiona Ginty,
Andreas Lindner,
Sanghee Cho,
Elizabeth McDonough,
John Graf,
Canan Firat,
Nil Urganci,
Christine Surrette,
Anna Matveeva,
Batuhan Kisakol,
Anthony O’Grady,
Mohammadreza Azimi,
Simon McDade,
Jochen HM Prehn
Affiliations
Deborah A McNamara
Department of Surgery, Beaumont Hospital, Dublin, Ireland
Jinru Shia
Aff1 0000 0001 2171 9952grid.51462.34Department of MedicineMemorial Sloan Kettering Cancer Center New York NY USA
John P Burke
6 Department of Colorectal Surgery, Beaumont Hospital, Dublin, Ireland
Manuela Salvucci
1 Centre for Systems Medicine, Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland, Dublin, Ireland
Daniel B Longley
1 Patrick G Johnston Centre for Cancer Research, Queen`s University Belfast, Belfast, UK
Fiona Ginty
1 Technology & Innovation Center, GE HealthCare, Niskayuna, NY, USA
Andreas Lindner
3 Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
Sanghee Cho
1 Technology & Innovation Center, GE HealthCare, Niskayuna, NY, USA
Elizabeth McDonough
1 Technology & Innovation Center, GE HealthCare, Niskayuna, NY, USA
John Graf
1 Technology & Innovation Center, GE HealthCare, Niskayuna, NY, USA
Canan Firat
2 Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
Nil Urganci
2 Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
Christine Surrette
1 Technology & Innovation Center, GE HealthCare, Niskayuna, NY, USA
Anna Matveeva
4 Centre for Systems Medicine, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
Batuhan Kisakol
3 Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
Anthony O’Grady
5 Department of Pathology, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Beaumont Hospital, Dublin, Ireland
Mohammadreza Azimi
3 Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
Simon McDade
7 Patrick G Johnston Centre for Cancer Research, Queen`s University, Belfast, UK
Jochen HM Prehn
3 Department of Physiology and Medical Physics, Royal College of Surgeons in Ireland University of Medicine and Health Sciences, Dublin, Ireland
Objective Inducing tumour cell apoptosis is a primary objective of chemotherapy but, to date, there are no validated biomarkers of apoptosis sensitivity or resistance. Our objective was to image multiple apoptosis pathway proteins at single cell level and determine multi-protein associations with recurrence risk and chemotherapy response in patients with stage II colorectal cancer (CRC).Methods and analysis Multiplexed imaging of 16 proteins in the intrinsic and extrinsic apoptosis pathways at single cell resolution on resected tissue from 194 patients with stage II CRC who either received adjuvant chemotherapy (n=108) or were treated with surgery only (n=86). K-means clustering of >600 000 cancer cells and cell level intensities of APAF1, procaspase-9, procaspase-3, XIAP, SMAC, BAX, BAK, BCL2, BCL-XL, MCL-1, procaspase-8, BID, FADD, FLIP, RIP3 and CIAP1 identified distinct cell cluster profiles.Results Chemotherapy-treated patients with a higher percentage of cell clusters with low procaspase-3 and high XIAP had a higher risk of recurrence. This was validated in an independent cohort of adjuvant chemotherapy-treated high-risk patients with stage II CRC. We also applied two established system models of apoptosis initiation and execution to estimate cellular apoptosis sensitivity and show that these cell clusters do not appear to have impaired mitochondrial outer membrane permeabilisation sensitivity, but downstream procaspase-3 cleavage is compromised. This represents a key characteristic of drug-tolerant ‘persister’ cells.Conclusion This study represents the most comprehensive analysis to date of apoptosis protein distribution at single cell level in CRC tumours. Our study identifies a subgroup of patients with stage II CRC with an apoptosis-resistant ‘persister’ cell profile who do not benefit from adjuvant chemotherapy.