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Contaifer D, Roberts CH, Kumar NG, Natarajan R, Fisher BJ, Leslie K, Reed J, Toor AA, Wijesinghe DS. A Preliminary Investigation towards the Risk Stratification of Allogeneic Stem Cell Recipients with Respect to the Potential for Development of GVHD via Their Pre-Transplant Plasma Lipid and Metabolic Signature. Cancers (Basel) 2019; 11:E1051. [PMID: 31349646 PMCID: PMC6721383 DOI: 10.3390/cancers11081051] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 07/12/2019] [Accepted: 07/18/2019] [Indexed: 12/15/2022] Open
Abstract
The clinical outcome of allogeneic hematopoietic stem cell transplantation (SCT) may be influenced by the metabolic status of the recipient following conditioning, which in turn may enable risk stratification with respect to the development of transplant-associated complications such as graft vs. host disease (GVHD). To better understand the impact of the metabolic profile of transplant recipients on post-transplant alloreactivity, we investigated the metabolic signature of 14 patients undergoing myeloablative conditioning followed by either human leukocyte antigen (HLA)-matched related or unrelated donor SCT, or autologous SCT. Blood samples were taken following conditioning and prior to transplant on day 0 and the plasma was comprehensively characterized with respect to its lipidome and metabolome via liquid chromatography/mass spectrometry (LCMS) and gas chromatography/mass spectrometry (GCMS). A pro-inflammatory metabolic profile was observed in patients who eventually developed GVHD. Five potential pre-transplant biomarkers, 2-aminobutyric acid, 1-monopalmitin, diacylglycerols (DG 38:5, DG 38:6), and fatty acid FA 20:1 demonstrated high sensitivity and specificity towards predicting post-transplant GVHD. The resulting predictive model demonstrated an estimated predictive accuracy of risk stratification of 100%, with area under the curve of the ROC of 0.995. The likelihood ratio of 1-monopalmitin (infinity), DG 38:5 (6.0), and DG 38:6 (6.0) also demonstrated that a patient with a positive test result for these biomarkers following conditioning and prior to transplant will be at risk of developing GVHD. Collectively, the data suggest the possibility that pre-transplant metabolic signature may be used for risk stratification of SCT recipients with respect to development of alloreactivity.
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Affiliation(s)
- Daniel Contaifer
- Department of Pharmacotherapy and Outcomes Sciences, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Catherine H Roberts
- Department of Internal Medicine, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Naren Gajenthra Kumar
- Department of Microbiology, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Ramesh Natarajan
- Department of Internal Medicine, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Bernard J Fisher
- Department of Internal Medicine, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
| | - Kevin Leslie
- Department of Physics, College of Humanities and Sciences, Virginia Commonwealth University, Richmond, VA 23284, USA
| | - Jason Reed
- Department of Physics, College of Humanities and Sciences, Virginia Commonwealth University, Richmond, VA 23284, USA
| | - Amir A Toor
- Department of Internal Medicine, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA.
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Dayanjan S Wijesinghe
- Department of Pharmacotherapy and Outcomes Sciences, School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.
- Institute for Structural Biology Drug Discovery and Development (ISB3D), VCU School of Pharmacy, Richmond, VA 23298, USA.
- Da Vinci Center, Virginia Commonwealth University, Richmond, VA 23284, USA.
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Leslie KA, Rasheed M, Sabo RT, Roberts CC, Toor AA, Reed J. Reconstituting donor T cells increase their biomass following hematopoietic stem cell transplantation. Analyst 2018; 143:2479-2485. [DOI: 10.1039/c8an00148k] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
In this study, we used a rapid, highly-sensitive, single-cell biomass measurement method, Live Cell Interferometry (LCI), to measure biomass in populations of CD3 + T cells isolated from hematopoietic stem cell transplant (SCT) patients at various times pre- and post-transplant (days 0–100).
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Affiliation(s)
- Kevin A. Leslie
- Department of Physics
- Virginia Commonwealth University
- Richmond
- USA
| | - Mahmood Rasheed
- Department of Internal Medicine
- Virginia Commonwealth University
- Richmond
- USA
- Department of Biostatistics
| | - Roy T. Sabo
- Department of Biostatistics
- Virginia Commonwealth University
- Richmond
- USA
| | - Catherine C. Roberts
- Department of Internal Medicine
- Virginia Commonwealth University
- Richmond
- USA
- Department of Biostatistics
| | - Amir A. Toor
- Department of Internal Medicine
- Virginia Commonwealth University
- Richmond
- USA
- Department of Biostatistics
| | - Jason Reed
- Department of Physics
- Virginia Commonwealth University
- Richmond
- USA
- Massey Cancer Center
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Yong MK, Cameron PU, Slavin MA, Cheng AC, Morrissey CO, Bergin K, Spencer A, Ritchie D, Lewin SR. Low T-Cell Responses to Mitogen Stimulation Predicts Poor Survival in Recipients of Allogeneic Hematopoietic Stem Cell Transplantation. Front Immunol 2017; 8:1506. [PMID: 29170666 PMCID: PMC5684122 DOI: 10.3389/fimmu.2017.01506] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 10/25/2017] [Indexed: 12/17/2022] Open
Abstract
Background Successful engraftment and reconstitution of the innate and adaptive immune system are associated with improved outcomes in recipients of allogeneic hematopoietic stem cell transplantation (HSCT). A clinically meaningful and simple biomarker of immunosuppression could potentially assist clinicians in their decision-making. We aimed to determine the relationship between T-cell production of interferon gamma (IFN-γ) in response to phytohemagglutinin (PHA) to clinical outcomes in HSCT recipients. Methods A prospective observational multicenter study of 73 adult allogeneic HSCT recipients was conducted in Melbourne, Australia. Eligible participants were >18 years and at risk of cytomegalovirus disease. T-cell responses to PHA were assessed at 3, 6, 9, and 12 months post-HSCT using the commercial quantiferon-cytomegalovirus assay, which quantifies IFN-γ production by ELISA following stimulation with PHA. A low response was defined as IFN-γ <0.5 IU/ml following stimulation with PHA. Results At 3 months post-HSCT, high responses to PHA (median IFN-γ 7.68 IU/ml) were seen in 63% of participants and low responses to PHA (median IFN-γ 0.06 IU/ml) in 37%. IFN-γ responses to PHA were significantly associated with the severity of acute graft versus host disease (AGVHD) (spearman r = −0.53, p < 0.001) and correlated with blood lymphocyte count (spearman r = 0.52, p < 0.001). Twelve month overall survival was greater in individuals with high compared to low IFN-γ response to PHA at 3 months [92 vs. 62%, respectively, Cox proportional hazard ratio (HR): 4.12 95% CI: 1.2–13.7, p = 0.02]. Non-relapse mortality (NRM) was higher in individuals with low IFN-γ response to PHA (competing risk regression HR 11.6 p = 0.02). In individuals with no AGVHD compared to AGVHD and high IFN-γ response to PHA compared to AGVHD and low IFN-γ response to PHA, 12-month survival was 100 vs. 80 vs. 52%, respectively (log rank test p < 0.0001). Conclusion Low IFN-γ response to PHA at the 3-month time-point following allogeneic HSCT was predictive of reduced 12-month overall survival, increased NRM, and reduced survival in recipients with AGVHD. Assessing IFN-γ response to PHA post-HSCT may be a clinically useful immune biomarker.
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Affiliation(s)
- Michelle K Yong
- Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, VIC, Australia.,The Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Paul U Cameron
- Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, VIC, Australia.,The Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Monica A Slavin
- The Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia.,National Centre for Infections in Cancer, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Victorian Infectious Diseases Service, Royal Melbourne Hospital at The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Allen C Cheng
- Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, VIC, Australia
| | - C Orla Morrissey
- Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, VIC, Australia.,Department of Haematology, Monash University and Alfred Hospital, Melbourne, VIC, Australia
| | - Krystal Bergin
- Department of Haematology, Monash University and Alfred Hospital, Melbourne, VIC, Australia
| | - Andrew Spencer
- Department of Haematology, Monash University and Alfred Hospital, Melbourne, VIC, Australia
| | - David Ritchie
- Department of Clinical Haematology and Bone Marrow Transplant Service, The Royal Melbourne Hospital, Melbourne, VIC, Australia.,Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Sharon R Lewin
- Department of Infectious Diseases, Monash University and Alfred Hospital, Melbourne, VIC, Australia.,The Peter Doherty Institute for Infection and Immunity, The University of Melbourne and Royal Melbourne Hospital, Melbourne, VIC, Australia
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