Malondialdehyde and Nitric Oxide as biomarkers for oxidative stress and response to treatment in pediatric acute lymphoblastic leukaemia

2009 ◽  
Vol 144 (2) ◽  
pp. 223-229 ◽  
Author(s):  
Leandro F. F. Dalmazzo ◽  
Rafael H. Jácomo ◽  
André F. Marinato ◽  
Lorena L. Figueiredo-Pontes ◽  
Renato L. G. Cunha ◽  
...  

2017 ◽  
Vol 8 (1) ◽  
pp. 20160163 ◽  
Author(s):  
Eleftherios Ouzounoglou ◽  
Eleni Kolokotroni ◽  
Martin Stanulla ◽  
Georgios S. Stamatakos

Efficient use of Virtual Physiological Human (VPH)-type models for personalized treatment response prediction purposes requires a precise model parameterization. In the case where the available personalized data are not sufficient to fully determine the parameter values, an appropriate prediction task may be followed. This study, a hybrid combination of computational optimization and machine learning methods with an already developed mechanistic model called the acute lymphoblastic leukaemia (ALL) Oncosimulator which simulates ALL progression and treatment response is presented. These methods are used in order for the parameters of the model to be estimated for retrospective cases and to be predicted for prospective ones. The parameter value prediction is based on a regression model trained on retrospective cases. The proposed Hybrid ALL Oncosimulator system has been evaluated when predicting the pre-phase treatment outcome in ALL. This has been correctly achieved for a significant percentage of patient cases tested (approx. 70% of patients). Moreover, the system is capable of denying the classification of cases for which the results are not trustworthy enough. In that case, potentially misleading predictions for a number of patients are avoided, while the classification accuracy for the remaining patient cases further increases. The results obtained are particularly encouraging regarding the soundness of the proposed methodologies and their relevance to the process of achieving clinical applicability of the proposed Hybrid ALL Oncosimulator system and VPH models in general.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 2690-2690
Author(s):  
Richard J Burt ◽  
Aditi Dey ◽  
Kenton Cheuk Yan Ng ◽  
Erik Sahai ◽  
Adele K Fielding

Abstract Murine models of Acute Lymphoblastic Leukaemia (ALL) suggest relapse arises not from intrinsic chemoresistance by genetically distinct cells, but from a subset of cells protected within a specific niche. To confirm the existence of such a niche in patients with ALL and elucidate the mechanism by which stromal cells (MSC) protect ALL cells we isolated MSC from bone marrow of 70 B-ALL patients enrolled on the UKALL14 trial. Immunostaining for f-actin, gene expression profiling and cytokine/chemokine quantification showed that a significant proportion of bone marrow specimens, especially after treatment with a cytarabine (AraC)-containing block, contained MSC with an activated phenotype, analagous to cancer associated fibroblasts (ALL-CAF). We demonstrated that primary ALL cells, ALL cell lines, AraC and daunorubicin (but not vincristine (VCR) or dexamethasone (dex)) generated ALL-CAF de novo from both healthy donor MSC and the MSC cell line HS27a. Notably, the chemotherapy drugs induced distinct morphological changes and differential alpha-smooth muscle expression (figure 1a). Control of oxidative stress via modification of reactive oxygen species (ROS) presented a potential unifying explanation for ALL-CAF generation by both ALL cells and chemotherapy. Using flow cytometry we demonstrated that AraC significantly increased ROS in the B-ALL cell line, SEM, in monoculture but in co-culture with HS27a, ROS was significantly lowered and was not impacted by AraC. The MSC co-culture-mediated reduction in ROS in co-culture corresponded to a significant reduction in cell death (10.5% vs 36%, p = 0.0001). By contrast, VCR did not impact ROS significantly and Dex reduced it. Both were significantly more effective than AraC at inducing SEM cell death in co-culture (VCR 20.2% vs AraC 10.5%, p = 0.0003; Dex 39.1% vs AraC 10.5%, p = 0.0007), despite inducing the same degree of cell death in monoculture. We hypothesised that mitochondrial transfer between ALL-CAF and B-ALL cells could provide a generalised mechanism to overcome the deleterious impact of cell-intrinsic and chemotherapy-driven ROS in B-ALL cells. A 'mitotracker' flow cytometry assay showed differential mitochondrial transfer from HS27a to B-ALL cells, in proportion to the baseline ROS levels. We confirmed that mitochondria could also be transferred from healthy donor MSC co-cultured with primary patient ALL cells. Furthermore, AraC, but not VCR or Dex, significantly enhanced mitochondrial transfer, and did so in a dose-dependent manner. To rule out passive transfer of dye, we used the murine stromal line MS5 as an alternative mitochondria donor to SEM cells. Murine mitochondrial, but not nuclear, DNA was clearly seen in flow-sorted SEM cells after co-culture with MS5, at baseline and at higher levels after AraC therapy. We also directly visualised the transfer of mitochondria along tunnelling nanotubes (TNT) by time-lapse confocal imaging (figure 1b). To confirm that mitochondrial transfer was essential in MSC 'rescue' of ALL cells, we generated HS27a cells deficient in mitochondria following prolonged culture with low dose ethidium bromide. The mitochondrially-deficient cells retained viability as well as the ability to become ALL-CAF but were clearly defective in their ability to rescue SEM ALL cells from AraC induced cell death. To confirm the functional impact of mitochondrial transfer via TNT, we used actin inhibitor latrunculin B (LatB) and the microtubule damaging agent nocodazole which both significantly blocked the phenomenon. Both LatB and nocodazole significantly restored AraC-related cytotoxicity. Colchicine, another microtubule damaging agent had a similar impact to nocodazole. VCR completely overcame the protective impact of HS27a on AraC cytotoxicity and was additive with AraC in the co-culture system. We have shown that CAF-like MSC provide support to ALL cells under oxidative stress by mitochondrial transfer via TNT. This is disrupted by microtubule damaging agents and conditions provoking their formation are mitigated by Dex, both mainstays of ALL therapy. Our data may explain the ineffectiveness of ROS-inducing chemotherapy at eradicating disease at the niche and provides an explanation of why low dose, microtubule damaging agents such as VCR used in maintenance therapy are effective in ALL. Our findings have immediate implications for the design and scheduling of current combination chemotherapies for ALL. Disclosures No relevant conflicts of interest to declare.


1986 ◽  
Vol 53 (2) ◽  
pp. 175-180 ◽  
Author(s):  
R E Marcus ◽  
D Catovsky ◽  
S A Johnson ◽  
W M Gregory ◽  
J G Talavera ◽  
...  

Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 4267-4267
Author(s):  
J. Motwani ◽  
J. Jesson ◽  
E. Sturch ◽  
L. Eyre ◽  
P. Short ◽  
...  

Abstract Patients with acute lymphoblastic leukaemia (ALL) in morphological remission may still have up to 1010 residual malignant cells. Detection of minimal residual disease (MRD) at the end of induction therapy allows better estimation of the leukaemic burden and can help selection of appropriate therapeutic strategies. Flow cytometric (FC) detection of MRD is based on the identification of immunophenotypic combinations expressed on leukaemic cells but not on normal hematopoietic cells - leukaemia associated immunophenotypes (LAIPs). We prospectively analysed bone marrow samples from 77 patients who presented with ALL to our unit between 1999–2003 and attained morphological remission. These patients were treated on a standard protocol. Multiparameter FC identification of LAIPs was performed at various time points, as dictated by the treatment protocol. Our results show that flow cytometric MRD at the end of induction therapy is an independent and the most significant predictor of relapse, both on univariate and multivariate analysis. The relapse risk was 4% if day 28 MRD was <0.01% and 50% if day 28 MRD was >0.01% (p<0.05). We conclude that flow cytometric based MRD assays can be used to assess early response to treatment and predict relapse in a similar way to molecular MRD analysis at the end of induction therapy. Flow cytometric analysis of MRD offers the advantages of being cheaper, more widely available and has quicker turnaround times.


2016 ◽  
pp. 699-753
Author(s):  
Adele K. Fielding ◽  
Charles G. Mullighan ◽  
Dieter Hoelzer ◽  
Eytan M. Stein ◽  
Ghada Zakout ◽  
...  

This chapter covers acute myeloid leukaemia (AML) and acute lymphoblastic leukaemia (ALL), and includes information on prognostic factors, current standard of care, basic biology, epidemiology, clinical presentation, diagnosis, pathophysiology, aetiology, and management. Although the majority of patients with acute myeloid leukaemia (AML) achieve complete remission with induction chemotherapy, relapse after achievement of clinical remission remains the most critical clinical challenge facing AML patients and clinicians today, with a pressing need to improve prognostication. Prognostic factors in acute lymphoblastic leukaemia is to stratify patients into good- and poor-risk groups and to adapt different treatment strategies accordingly. There are principally two phases to evaluating prognostic factors; the first is the patient characteristics at diagnosis and the second is the response to treatment.


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