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Metabolomics and transcriptomics based multi-omics integration reveals radiation-induced altered pathway networking and underlying mechanism. NPJ Syst Biol Appl 2023; 9:42. [PMID: 37689794 PMCID: PMC10492812 DOI: 10.1038/s41540-023-00305-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 08/25/2023] [Indexed: 09/11/2023] Open
Abstract
Recent advancement in integrated multi-omics has significantly contributed to many areas of the biomedical field. Radiation research has also grasped uprising omics technologies in biomarker identification to aid in triage management. Herein, we have used a combinatorial multi-omics approach based on transcriptomics together with metabolomics and lipidomics of blood from murine exposed to 1 Gy (LD) and 7.5 Gy (HD) of total-body irradiation (TBI) for a comprehensive understanding of biological processes through integrated pathways and networking. Both omics displayed demarcation of HD group from controls using multivariate analysis. Dysregulated amino acids, various PC, PE and carnitine were observed along with many dysregulated genes (Nos2, Hmgcs2, Oxct2a, etc.). Joint-Pathway Analysis and STITCH interaction showed radiation exposure resulted in changes in amino acid, carbohydrate, lipid, nucleotide, and fatty acid metabolism. Elicited immune response was also observed by Gene Ontology. BioPAN has predicted Elovl5, Elovl6 and Fads2 for fatty acid pathways, only in HD group. Collectively, the combined omics approach facilitated a better understanding of processes uncovering metabolic pathways. Presumably, this is the first in radiation metabolomics that utilized an integrated omics approach following TBI in mice. Our work showed that omics integration could be a valuable tool for better comprehending the mechanism as well as molecular interactions.
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Mitochondrial gene expression signature predicts prognosis of pediatric acute myeloid leukemia patients. Front Oncol 2023; 13:1109518. [PMID: 36845715 PMCID: PMC9947241 DOI: 10.3389/fonc.2023.1109518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Accepted: 01/11/2023] [Indexed: 02/11/2023] Open
Abstract
Introduction Gene expression profile of mitochondrial-related genes is not well deciphered in pediatric acute myeloid leukaemia (AML). We aimed to identify mitochondria-related differentially expressed genes (DEGs) in pediatric AML with their prognostic significance. Methods Children with de novo AML were included prospectively between July 2016-December 2019. Transcriptomic profiling was done for a subset of samples, stratified by mtDNA copy number. Top mitochondria-related DEGs were identified and validated by real-time PCR. A prognostic gene signature risk score was formulated using DEGs independently predictive of overall survival (OS) in multivariable analysis. Predictive ability of the risk score was estimated along with external validation in The Tumor Genome Atlas (TCGA) AML dataset. Results In 143 children with AML, twenty mitochondria-related DEGs were selected for validation, of which 16 were found to be significantly dysregulated. Upregulation of SDHC (p<0.001), CLIC1 (p=0.013) and downregulation of SLC25A29 (p<0.001) were independently predictive of inferior OS, and included for developing prognostic risk score. The risk score model was independently predictive of survival over and above ELN risk categorization (Harrell's c-index: 0.675). High-risk patients (risk score above median) had significantly inferior OS (p<0.001) and event free survival (p<0.001); they were associated with poor-risk cytogenetics (p=0.021), ELN intermediate/poor risk group (p=0.016), absence of RUNX1-RUNX1T1 (p=0.027), and not attaining remission (p=0.016). On external validation, the risk score also predicted OS (p=0.019) in TCGA dataset. Discussion We identified and validated mitochondria-related DEGs with prognostic impact in pediatric AML and also developed a novel 3-gene based externally validated gene signature predictive of survival.
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Mitochondrial biogenesis gene POLG correlates with outcome in pediatric acute myeloid leukemia. Leuk Lymphoma 2022; 63:1005-1008. [PMID: 35075976 DOI: 10.1080/10428194.2021.2010063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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An integrative chemometric approach and correlative metabolite networking of LC-MS and 1H NMR based urine metabolomics for radiation signatures. Mol Omics 2022; 18:214-225. [PMID: 34982087 DOI: 10.1039/d1mo00399b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The increasing threat of nuclear terrorism or radiological accident has made high throughput radiation biodosimetry a requisite for the immediate response for triage. Owing to detection of subtle alterations in biological pathways before the onset of clinical conditions, metabolomics has become an important tool for studying biomarkers and the related mechanisms for radiation induced damage. Here, we have attempted to combine two detection techniques, LC-MS and 1H NMR spectroscopy, to obtain a comprehensive metabolite profile of urine at 24 h following lethal (7.5 Gy) and sub-lethal (5 Gy) irradiation in mice. Integrated data analytics using multiblock-OPLSDA (MB-OPLSDA), correlation networking and pathway analysis was used to identify metabolic disturbances associated with radiation exposure. MB-OPLSDA revealed better clustering and separation of irradiated groups compared with controls without overfitting (p-value of CV-ANOVA: 1.5 × 10-3). Metabolites identified through MB-OPLSDA, namely, taurine, creatine, citrate and 2-oxoglutarate, were found to be dose independent markers and further support and validate our earlier findings as potential radiation injury biomarkers. Integrated analysis resulted in the enhanced coverage of metabolites and better correlation networking in energy, taurine, gut flora, L-carnitine and nucleotide metabolism observed post irradiation in urine. Our study thus emphasizes the major advantage of using the two detection techniques along with integrated analysis for better detection and comprehensive understanding of disturbed metabolites in biological pathways.
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Mitochondrial complex II and V activity is enhanced in pediatric acute myeloid leukemia. AMERICAN JOURNAL OF BLOOD RESEARCH 2021; 11:534-543. [PMID: 34824886 PMCID: PMC8610792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 10/09/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Mitochondrial bioenergetic alterations are commonly observed metabolic adaptation in malignancies including acute myeloid leukemia (AML). Mitochondrial DNA alterations are well known in pediatric AML with possible prognostic significance; however, mitochondrial complex activity and its impact on disease outcome have not been previously explored. The aim of this study was to evaluate the mitochondrial complex II and complex V activity and its prognostic significance in pediatric AML patients. METHODS Consecutive 82 de novo pediatric (≤18 years) patients with AML were included in the study along with age and sex matched controls. Bone marrow mononuclear cells were isolated from baseline bone marrow samples from all patients and controls. DNA, RNA and proteins were extracted and relative expression of mitochondrial biogenesis genes TFAM, POLG, POLRMT were estimated along with mitochondrial DNA copy number. The mitochondrial complex II and V enzymes were immunocaptured and their activity was measured by substrate specific absorbance change by kinetic ELISA. The mitochondrial complex II and V activity was compared with controls and their association with clinico-pathological features and survival outcome were analysed. Complex activity was also correlated with relative expression of biogenesis genes. RESULTS The activity of mitochondrial complex II and V were found to be significantly enhanced (P = 0.010 and P = 0.0013 respectively) in pediatric AML patients compared to controls. The activity of mitochondrial complex II and V showed significant positive correlation with relative gene expression of mitochondrial biogenesis genes TFAM (P = 0.001 and P = 0.016 respectively) and POLG (P = 0.005 and P = 0.006 respectively). Neither of the two complex activities showed any significant association with baseline disease demographics or any clinico-pathological feature. Furthermore, the complex II and V activity did not show any impact on event free survival (P = 0.25 and P = 0.24 respectively) and overall survival (P = 0.14 and P = 0.17 respectively) in our cohort. CONCLUSION The activity of both mitochondrial complex II and V are significantly elevated in bone marrow mononuclear cells of children with AML compared to controls. The enhanced activity may be related to upregulation of mitochondrial biogenesis genes TFAM and POLG. The enhanced activity of either of the complexes did not impact disease biology or survival outcomes in pediatric AML.
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PGC1A driven enhanced mitochondrial DNA copy number predicts outcome in pediatric acute myeloid leukemia. Mitochondrion 2021; 58:246-254. [PMID: 33812061 DOI: 10.1016/j.mito.2021.03.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 03/20/2021] [Accepted: 03/29/2021] [Indexed: 02/07/2023]
Abstract
Mitochondrial DNA (mtDNA) copy number alterations occur in acute myeloid leukemia (AML). We evaluated regulation and biological significance of mtDNA copy number in pediatric AML patients (n = 123) by qRT-PCR, and in-vitro studies. MtDNA copy number was significantly higher (p < 0.001) and an independent predictor of aggressive disease (p = 0.006), lower event free survival (p = 0.033), and overall survival (p = 0.007). Expression of TFAM, POLG, POLRMT, MYC and ND3 were significantly upregulated. In cell lines, PGC1A inhibition decreased mtDNA copy number while MYC inhibition had no effect. PGC1A may contribute to enhanced mtDNA copy number, which predicts disease aggressiveness and inferior survival outcome.
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Comparative metabolic profiles of total and partial body radiation exposure in mice using an untargeted metabolomics approach. Metabolomics 2020; 16:124. [PMID: 33245511 DOI: 10.1007/s11306-020-01742-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 10/28/2020] [Indexed: 12/25/2022]
Abstract
INTRODUCTION A large scale population exposure to ionizing radiation during intentional or unintentional nuclear accidents undoubtedly generates a complex scenario with partial-body as well as total-body irradiated victims. A high throughput technique based rapid assessment method is an urgent necessity for stratification of exposed subjects independent of whether exposure is uniform total-body or non-homogenous partial-body. OBJECTIVE Here, we used Nuclear Magnetic Resonance (NMR) based metabolomics approach to compare and identify candidate metabolites differentially expressed in total and partially irradiated mice model. METHODS C57BL/6 male mice (8-10 weeks) were irradiated total-body or locally to thoracic, hind limb or abdominal regions with 10 Gy of gamma radiation. Urine samples collected at 24 h post irradiation were examined using high resolution NMR spectroscopy and the datasets were analysed using multivariate analysis. RESULTS Multivariate and metabolic pathway analysis in urine samples collected at 24 h post-radiation exhibited segregation of all irradiated groups from controls. Metabolites associated with energy metabolism, gut flora metabolism and taurine were common to partial and total-body irradiation, thus making them potential candidates for radiation exposure. Nevertheless, a distinct metabolic pattern was observed in partial-body exposed groups with maximum changes observed in the hind limb region indicating differential tissue associated radiation sensitivity. The organ-specific changes may provide an early warning regarding the physiological system at risk after radiation injury. CONCLUSION The study affirms potentiality of metabolite markers and comparative analysis could be an important piece of information for an integrated solution to a complex research question in terms of radiation biomarkers.
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Genetic Landscape of Mitochondrial Regulatory Region in Pediatric Acute Myeloid Leukemia: Changes from Diagnosis to Relapse. J Pediatr Genet 2019; 8:193-197. [DOI: 10.1055/s-0039-1696976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 08/05/2019] [Indexed: 10/26/2022]
Abstract
AbstractThis prospective study aimed to compare the pattern of mitochondrial deoxyribonucleic acid D-loop (mt-DNA D-loop) variations in 41 paired samples of de novo pediatric acute myeloid leukemia (AML) (baseline vs. relapse) patients by Sanger's sequencing. Mean mt-DNA D-loop variation was 10.1 at baseline as compared with 9.4 per patients at relapse. In our study, 28 (68.3%) patients showed change in number of variations from baseline to relapse, 11 (26.8%) patients showed increase, 17 (41.6%) patients showed decrease, and 7 (17.1%) patients who suffered a relapse had a gain at position T489C. No statistically significant difference was observed in the mutation profile of mt-DNA D-loop region from baseline to relapse in the evaluated population of pediatric AML.
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Prognostic impact of mitochondrial DNA D-loop variations in pediatric acute myeloid leukemia. Oncotarget 2019; 10:1334-1343. [PMID: 30863493 PMCID: PMC6407682 DOI: 10.18632/oncotarget.26665] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 01/31/2019] [Indexed: 12/21/2022] Open
Abstract
The role of mitochondrial DNA (mt-DNA) changes, especially those in the regulatory D-loop region in Acute Myeloid Leukemia (AML) remains investigational. Consecutive 151 de novo pediatric AML patients, (≤18 yr) were prospectively enrolled from June 2013-August 2016, to assess the prognostic impact of mt-DNA D-loop variations (somatic/germline) on survival. For each patient, D-loop region was sequenced on baseline bone marrow and buccal swab, and mother’s blood sample. In 151 AML subjects, 1490 variations were found at 237 positions; 80.9% were germline and 19.1% somatic. The mean number of variations per position was 6.3. Variations with frequency ≥6 were analyzed for their impact on survival and 4 categories were created, namely “somatic-protective”, “somatic-hazardous”, “germline-protective” and “germline- hazardous”. Although, somatic-protective could not predict event free survival (EFS) or overall survival (OS), somatic-hazardous [(OS) HR = 2.33, p = 0.06] and germline-hazardous [(OS) HR = 2.85, p < 0.01] significantly predicted OS and EFS. Notably, the germline-protective, could significantly predict EFS (HR = 0.31, p = 0.03) and OS (HR = 0.19, p < 0.01), only when variations at ≥2 positions were present. On multivariate analysis, three positions namely 16111, 16126, 16362 and karyotype were found to be predictive of EFS. A prognostic index (PI) was developed using nomogram PI = (0.8*karyotype) + (1.0*c16111) + (0.7*t16362) + (1.2*t16126). Hazard ratio for EFS increased significantly with increasing PI reaching to a maximum of 3.3 (p < 0.01). In conclusion, the impact of mt-DNA D-loop variations on outcomes in pediatric AML depends on their nature (germline/somatic), position and mutational burden, highlighting their potential role as evolving prognostic biomarkers.
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Apoptosis: A biomarker of high-risk phenotype in pediatric acute myeloid leukemia? Int J Lab Hematol 2018; 41:141-147. [PMID: 30383325 DOI: 10.1111/ijlh.12939] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 09/10/2018] [Accepted: 09/20/2018] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Dysregulation of apoptosis has been explored in acute myeloid leukemia (AML); yet, its correlation with clinical outcomes in pediatric AML is unknown. This study was aimed to analyze percentage of apoptosis and apoptosis mediated through the intrinsic pathway with clinical outcomes in patients with pediatric AML. METHODS This prospective study included pediatric AML patients enrolled from July 2013 to August 2016. Annexin-V (marker of total apoptosis) and caspase-9 expression (marker of intrinsic pathway) was determined in baseline bone marrow (BM) samples by flow cytometery and compared with controls (unaffected BM of solid tumors and peripheral blood [PB] of unaffected siblings). Overall survival (OS) and event-free survival (EFS) were compared using log-rank test. RESULTS A total of 151 AML patients were enrolled, median age 10 (range: 0.7-18 years). Annexin-V expression in blast cells was significantly high in AML patients as compared to BM of subjects with solid tumors (P = 0.01) and PB of healthy subjects (P = 0.04). Caspase-9 expression in blast cells was not significantly different. Median annexin-V expression was significantly higher in patients with WBC count ≥11 000/mm3 (P = 0.02), poor-risk cytogenetics (P = 0.02), the absence of RUNX1-RUNX1T1 translocation (P = 0.004), and the absence of NPM1 mutation (P = 0.05). Patients with high annexin-V expression had significantly inferior OS (P = 0.05) in univariate analysis but not in multivariate analysis (P = 0.32). CONCLUSION Apoptosis as a whole was found to be activated in baseline BM samples of AML patients. High apoptosis may be associated with high-risk phenotype in this disease.
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Pattern of mitochondrial D-loop variations and their relation with mitochondrial encoded genes in pediatric acute myeloid leukemia. Mutat Res 2018; 810:13-18. [PMID: 29883862 DOI: 10.1016/j.mrfmmm.2018.05.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 05/08/2018] [Accepted: 05/24/2018] [Indexed: 06/08/2023]
Abstract
Role of mitochondrial DNA variations, particularly in D loop region, remains investigational in acute myeloid leukaemia (AML). Consecutive 151 pediatric AML patients were prospectively enrolled from June 2013 to August 2016, for evaluating pattern of variations in mitochondrial D-loop region and to determine their association, if any, with expression of mitochondrial-encoded genes. For each patient, D-loop region was sequenced on baseline bone marrow, buccal swab and mother's blood sample. Real time PCR was used for relative gene expression of four mitochondrial DNA encoded genes viz. Nicotinamide-adenine-dineucleotide-dehydrogenase subunit 3 (ND3), Cytochrome-B (Cyt-B), Cytochrome c oxidase-I (COX1) and ATP-synthetase F0 subunit-6 (ATP6). Total 1490 variations were found at 237 positions in D-Loop; 1206 (80.9%) were germline and 284 (19.1%) were somatic. Positions 73-263 were identified as a probable hotspot region. G bases appeared to be most stable nucleotide (least number of single base substitutions) whereas T appeared to be most susceptible to variations with germline T-C being the commonest. Gene expression of Cyt-B was found to be significantly higher for any variation (somatic or germline) at positions 16,192 and 16,327 while it was significantly lower for variations at positions 16,051 and 207. Any variation at positions 152, 207 and 513 significantly decreased COX1 expression while those at positions 16,051 and 152 attenuated ATP6 expression. This first study evaluated type and overall pattern of D-loop variations in AML, and also showed that some of these variations in D loop region might have an effect on the mitochondrial-encoded genes which is new and valuable information in AML genomics.
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High fms-like tyrosine kinase-3 (FLT3) receptor surface expression predicts poor outcome in FLT3 internal tandem duplication (ITD) negative patients in adult acute myeloid leukaemia: A prospective pilot study from India. Indian J Med Res 2017; 143:S11-S16. [PMID: 27748272 PMCID: PMC5080919 DOI: 10.4103/0971-5916.191740] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background & objectives: Mutations in fms-like tyrosine kinase 3 (FLT3) receptor have significant role in assessing outcome in patients with acute myeloid leukaemia (AML). Data for FLT3 surface expression in relation to FLT3 internal tandem duplication (ITD) status and outcome are not available from India. The objective of the current study was to investigate adult patients with AML for FLT3 expression and FLT3 ITD mutation, and their association with long-term outcome. Methods: Total 51 consecutive de novo AML patients aged 18-60 yr were enrolled in the study. FLT3 ITD was detected by polymerase chain reaction (PCR); flowcytometry and qPCR (Taqman probe chemistry) were used for assessment of FLT3 protein and transcript, respectively. Kaplan Meier curves were obtained for survival analysis followed by log rank test. Results: FLT3 ITD was present in eight (16%) patients. Complete remission was achieved in 33 (64.6%) patients. At 57.3 months, event free survival (EFS) was 26.9±6.3 per cent, disease free survival (DFS) 52.0±9.2 per cent, and overall survival event (OS) 34.5±7.4 per cent. FLT3 surface expression was positive (>20%) by flow-cytometry in 38 (88%) of the 51 patients. FLT3 surface expression and transcripts were not associated with FLT3 ITD status. FLT3 expression was significantly associated with inferior EFS (P=0.026) and OS (P=0.018) in those who were negative for FLT3 ITD. Interpretation & conclusions: This study evaluated FLT3 ITD mutation along with FLT3 expression in AML patients, and associated with survival. Negative impact of FLT3 surface expression on survival was observed in AML patients who were FLT3 ITD negative.
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High receptor tyrosine kinase (FLT3, KIT) transcript versus anti-apoptotic (BCL2) transcript ratio independently predicts inferior outcome in pediatric acute myeloid leukemia. Blood Cells Mol Dis 2014; 54:56-64. [PMID: 25216797 DOI: 10.1016/j.bcmd.2014.07.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Accepted: 07/28/2014] [Indexed: 11/25/2022]
Abstract
OBJECTIVE In acute myeloid leukemia (AML), simultaneous expression of proliferative (FLT3, KIT) and anti-apoptotic genes (BCL2) is unknown. The aim of the study was to prospectively evaluate proliferative and anti-apoptotic gene transcripts, their interrelationship and impact on the outcome in pediatric AML patients. METHODS We assessed proliferative and anti-apoptotic gene transcripts by Q-polymerase chain reaction (TaqMan probe) in 64 consecutive pediatric AML patients. Survival data was analyzed by Kaplan-Meier curves followed by log rank test to compare statistical significance between groups. Stepwise multivariable Cox regression method was used to evaluate independent prognostic factors. RESULTS In univariate analysis, transcript ratio of FLT3/BCL2 and FLT3+KIT/BCL2 significantly predicted event free survival (EFS) (<0.01 and <0.01 respectively) and overall survival (OS) (<0.01 and<0.01 respectively). In stepwise Cox-regression model, high white blood cell count and high FLT3+KIT/BCL2 ratio predicted EFS (HR: 2.2 and 2.3); high hemoglobin and high FLT3+KIT/BCL2 ratio predicted OS (HR: 0.45 and 3.85). Prognostic index (PI) was calculated using the hazard coefficient of independent prognostic factors; at 57.3 months, predicted OS of patients with the highest PI of 1.8 was 8% versus 73% for the lowest PI of -0.3. The mean PI of patients who died was 1.8±0.72 versus 0.54±0.70 for those who are alive, P=0.004. CONCLUSIONS This first study showed that individual expression of proliferative and anti-apoptotic transcripts is not as important in AML patients, rather their interrelationship and relative level probably determines the outcome.
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Quantitative assessment of BAX transcript and flow cytometric expression in acute myeloid leukemia: a prospective study. Hematology 2014; 19:404-11. [PMID: 24620954 DOI: 10.1179/1607845413y.0000000146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE Quantitative assessment of BAX transcripts and protein in acute myeloid leukemia (AML). METHODS We quantitatively evaluated BAX gene transcripts by real-time polymerase chain reaction (TaqMan probe chemistry) and protein expression by flow cytometry. RESULTS Consecutive 112 AML patients with a median age of 16 (1-59) years were recruited in the study. By flow cytometry, the percentage expression was in linear correlation with relative median fluorescent intensity (RMFI; R = 0.4425; P < 0.001). However, there was no linear relationship between the transcript copies of the BAX with its RMFI (R = -0.0559; P = 0.586). The expression of the BAX at both protein and transcript level was significantly higher in AML patients as compared with normal control. RMFI of the BAX were higher in the cohort with lower white blood cell count (P = 0.029). None of the other baseline characteristics correlated with either the BAX transcript or the RMFI. BAX expression did not correlate with complete remission rate, event free, disease free, and overall survival. CONCLUSION BAX gene expression in AML was evaluated first time with two different methods but did not correlate with the survival outcome.
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FLT3-ITD mutation in relation to FLT3 expression in pediatric AML: a prospective study from India. Pediatr Hematol Oncol 2014; 31:131-7. [PMID: 24498869 DOI: 10.3109/08880018.2013.870624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
There is lack of data with regard to FLT3 expression in FLT3-ITD positive pediatric AML patients. Further, FLT3-ITD has not been systematically analyzed for outcome from Indian subcontinent. Amongst 64 consecutive pediatric AML patients, FLT3-ITD was present in 12 (19%) patients. All patients with FLT3-ITD achieved CR; those with FLT3-ITD mutation had inferior DFS (P = .029). FLT3 expression by flow-cytometry was observed in all FLT3-ITD positive patients, whereas 40/52 (77%) FLT3-ITD negative patients expressed FLT3 (P = .06). FLT3 expression in 12 FLT3-ITD positive patients was unable to show an association between FLT3 expression and outcome. In FLT3-ITD negative patients, higher surface expression of FLT3 significantly predicted poor EFS (P = .001) and OS (P = .007).
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Abstract P5-14-13: An observational study using g-H2AX foci to investigate cardiac doses of radiation in women following adjuvant radiotherapy for breast cancer: External beam radiotherapy versus targeted intraoperative radiotherapy. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p5-14-13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
External beam radiotherapy (EBRT) is the gold standard adjuvant treatment after breast conserving surgery for localised breast cancer. A recent phase 3 trial has shown the non-inferiority of intraoperative radiotherapy (IORT) compared with EBRT in terms of short-term safety and efficacy (TARGIT A Trial; Lancet 2010). IORT also has advantages in cost saving and patient convenience.
Radiation exposure of the heart and cardiac vessels is associated with an increase in morbidity and mortality following EBRT for breast cancer and has been shown to increase the rate of major coronary events by 7.4% per gray of exposure to the heart (Darby; NEJM 2013). IORT uses low energy x-rays (50 kV) and is likely to reduce the radiation exposure of the cardiovascular system compared with EBRT.
We have used γ-H2AX foci formation in peripheral blood lymphocytes as a surrogate marker of radiation dose to the heart and great vessels. The phosphorylated histone H2AX protein (γ-H2AX) is expressed after induction of DNA double strand breaks caused by ionising radiation, created as the lymphocytes pass through and adjacent to the irradiated field.
Methods
34 patients were recruited, having either EBRT or IORT as part of a randomised controlled trial. The main inclusion criteria were adult females with early breast cancer suitable for breast conserving surgery and the main exclusion criteria were previous malignancy, recent exposure to radiation (excluding CT planning scan) and prior chemotherapy. Blood samples were taken immediately prior to and 30 minutes after either first fraction of EBRT or after IORT treatment, and then rapidly processed to allow quantification of the γ-H2AX biomarker in lymphocytes (Rothkamm; Radiology 2007). This study had approval from the Local Research and Ethics Committee.
Results
Data were available for 31 patients. Means and standard deviations for the change in γ-H2AX foci number per cell for each group are summarised in table 1. Following IORT there was an increase of 0.203 foci per cell (range -1.436 to 1.275) compared with an increase of 0.935 foci per cell (range -0.679 to 2.216) in the EBRT group; this difference was highly significant (p = 0.009).
Table 1: γ-H2AX foci per cell IORTEBRTMean0.2030.935SD0.6330.764n1318
Conclusions
These data show a significantly greater change in γ-H2AX foci number per cell following one fraction of EBRT compared to IORT. IORT is a single treatment (20Gy at the applicator surface) whereas EBRT is repeated 15 times (2.67Gy x 15 fractions) multiplying the effect on the patients’ cardiovascular system.
It may be hypothesised that this reduced radiotherapy dose from IORT will reduce the risk of cardiovascular morbidity and mortality compared to EBRT. This is the first study to demonstrate the real time effect of radiotherapy to the heart and great vessels using a biomarker and demonstrates a proof of concept methodology for similar applications.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P5-14-13.
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BAX/BCL2 RMFI ratio predicts better induction response in pediatric patients with acute myeloid leukemia. Pediatr Blood Cancer 2013; 60:E63-6. [PMID: 23553948 DOI: 10.1002/pbc.24518] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2012] [Accepted: 02/12/2013] [Indexed: 11/06/2022]
Abstract
BAX/BCL2 ratio in pediatric AML has not been evaluated. In this first prospective study, we evaluated BAX/BCL2 transcript and RMFI ratio in 64 patients using real-time PCR (TaqMan Probe chemistry) and flow-cytometry, respectively. There was no correlation of BAX/BCL2 transcript ratio with RMFI ratio (R = -0.05; P = 0.715). Patients with WBC count >50,000/mm(3) had lower BAX/BCL2 RMFI ratio (P = 0.043), whereas no difference in ratio was observed among patients of different cytogenetics subgroups (P = 0.786). Higher BAX/BCL2 RMFI ratio was associated positively with CR rate (P = 0.03), but this study was unable to show that it translated into improved EFS or OS.
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Increased coexpression ofc-KITandFLT3receptors on myeloblasts: Independent predictor of poor outcome in pediatric acute myeloid leukemia. CYTOMETRY PART B-CLINICAL CYTOMETRY 2013; 84:390-7. [DOI: 10.1002/cyto.b.21098] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Revised: 01/29/2013] [Accepted: 04/08/2013] [Indexed: 11/09/2022]
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High Co-Expression of Cd135 and Cd117 Predicts Poor Outcome in Acute Myeloid Leukemia: A Prospective Study. Ann Oncol 2012. [DOI: 10.1016/s0923-7534(20)33666-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Antimicrobial Properties of Electrically Formed Elastomeric Polyurethane–Copper Oxide Nanocomposites for Medical and Dental Applications. Methods Enzymol 2012; 509:87-99. [DOI: 10.1016/b978-0-12-391858-1.00005-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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An observational study using γ-H2AX foci to investigate cardiac doses of radiation following adjuvant radiotherapy for breast cancer: Standard external beam radiotherapy to the breast versus intraoperative radiotherapy. J Clin Oncol 2011. [DOI: 10.1200/jco.2011.29.15_suppl.tps129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Mitochondrial D-loop variations in paediatric acute myeloid leukaemia: a potential prognostic marker. Br J Haematol 2010; 149:391-8. [DOI: 10.1111/j.1365-2141.2010.08084.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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A novel nanocomposite polymer for the development of a new aortic stent graft. Br J Surg 2009. [DOI: 10.1002/bjs.6504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Electrohydrodynamic Jetting Behaviour of Polyhedral Oligomeric Silsesquioxane Nanocomposite. J Biomater Appl 2008; 23:293-309. [DOI: 10.1177/0885328208089125] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In this paper, we investigate in detail the electrohydrodynamic spraying of a nonbiodegradable nanocomposite polyhedral oligomeric silsesquioxane polymer developed in our laboratories and currently being explored for coating metallic stent materials. Different concentrations of the polymer have been dissolved to prepare, characterise, and electrohydrodynamically deposit the polymer on stainless steel. From the experiments, the solution containing 15 wt% polymer was selected for further investigation. The variation of film/ coating thickness as a function of spraying time was studied and the structural features of the film were assessed using microscopy. Films were also tensile tested. This study has identified a process and conditions which can be used in our stent coating research.
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Synthesis and characterization of novel injectable, biodegradable and in situ crosslinkable poly(hexamethylene-carbonate-fumarate), poly(hexamethylene carbonate) diacrylate and poly(ethylene glycol fumarate-co-hexamethylene carbonate-fumarate) scaffolds for bone tissue engineering. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2006; 2006:791-794. [PMID: 17945601 DOI: 10.1109/iembs.2006.259887] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
A series of novel self-crosslinkable and biodegradable polymers; poly(hexamethylene carbonate-fumarate), poly(hexamethylene carbonate) diacrylate and their amphiphilic copolymers with polyethylene glycol, poly(ethylene glycol fumarate-co-hexamethylene carbonate-fumarate) (PEGF-co-PHMCF) were developed for tissue engineering using novel synthesis approach. These novel polymers were fully characterized using nuclear magnetic resonance spectroscopy, Fourier transform infrared spectroscopy, gel permeation chromatography, differential scanning calorimetry, rheometry and shrinkage strain measurement. The cytocompatibility of macromers and their networks were evaluated by [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide] MTT assay. The synthetic macromers were light colored with self-crosslinking ability via both photocrosslinking and chemical crosslinking. These polymers can be used as precursors to prepare polymer networks and scaffolds with controlled hydrophilicity, biodegradability and mechanical characteristics for application in cell delivery, tissue engineering and controlled release of biologically active agents.
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Abstract
Cathepsin L is a lysosomal cysteine protease, which is over-expressed and secreted by malignant cells. It is very potent in degrading collagen, elastin, laminin and other components of the basement membrane and, therefore, has been implicated in tumor invasion and metastasis. The structural portion of the human cathepsin L (hCATL) gene was cloned to elucidate its genomic organization (Chauhan et al., J. Biol. Chem. 218 (1993) 1039). In the present study, a 1.90 kb DNA fragment, containing 1825 bp of the 5' upstream region of hCATL and 75 bases of the first exon of the hCATL, was amplified by PCR from an adaptor ligated placental genomic library. This fragment has been demonstrated to exhibit promoter activity by luciferase reporter assays. Sequence analysis of this fragment revealed the presence of approximately 29 different putative transcription factor binding sites. Several of them like AP-4, GATA-1, Lmo2, CEBPB, MZF-1, NF-AT, etc. were present more than once in this region. However, a consensus CAAT box but no consensus TATA box was found within the 1.0 kb upstream of exon 1. The transcription initiation site of hCATL, using placental total RNA, was mapped to a single adenine residue 289 bases upstream of the ATG codon.
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Estrogen and progesterone receptors in the normal female breast. Cancer Res 1991; 51:1817-22. [PMID: 2004366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We have studied estrogen receptor (ER) and progesterone receptor (PR) in normal breast by immunocytochemistry using tissue biopsies and fine needle aspirates (FNA) and, in the case of ER, by enzyme immunoassay. For ER we found a high degree of reproducibility for biopsies taken from the upper outer quadrant: FNA, r = 0.56 (P less than 0.002); tissue section immunocytochemistry, r = 0.89 (P less than 0.0001); and enzyme immunoassay, r = 0.76 (P less than 0.0001). For PR, FNA (r = 0.56, P less than 0.002) and tissue section (r = 0.97, P less than 0.0001) were also found to be reproducible techniques. Using enzyme immunoassay, we were able to measure ER accurately in normal breast tissue. In 59 samples we found a range of 0-37 fmol/mg cytosol protein (mean, 4 fmol/mg). In an age-matched group of 126 women with breast cancer, we found a significantly higher ER [range, 0-139 fmol/mg; mean, 37 fmol/mg (P less than 0.001)]. We then analyzed the ER and PR content of FNAs obtained from the upper outer quadrant of the normal breast in 143 normal women. We found that in only 23 of 143 samples (16%) were greater than or equal to 50% epithelial cells stained. There was a relationship between ER and PR (P = 0.03) and a higher ER content in European women than in non-European women (P less than 0.03). The PR content was related to high body mass index (P less than 0.02) and family history of breast cancer (P = 0.04). Samples tended to be more frequently ER positive by FNA if taken in the follicular phase of the menstrual cycle. We conclude that, although the levels of ER and PR are low in normal breast, they can be accurately measured. There is significant variation of ER and PR with several clinical parameters.
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