Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate

Background: Methotrexate (MTX) is the mainstay of the consolidation and maintenance phase of chemotherapy protocol for childhood acute lymphoblastic leukemia (ALL). This study aimed to investigate the altered metabolism associated with high dose-MTX and determine the potential of the metabolic marke...

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Published in:Pediatric Hematology Oncology Journal
Main Author: Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
Format: Article
Language:English
Published: Elsevier B.V. 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199186674&doi=10.1016%2fj.phoj.2024.06.004&partnerID=40&md5=21b590683dcc15e1e041dccd5fc34621
id 2-s2.0-85199186674
spelling 2-s2.0-85199186674
Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
2024
Pediatric Hematology Oncology Journal
9
3
10.1016/j.phoj.2024.06.004
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199186674&doi=10.1016%2fj.phoj.2024.06.004&partnerID=40&md5=21b590683dcc15e1e041dccd5fc34621
Background: Methotrexate (MTX) is the mainstay of the consolidation and maintenance phase of chemotherapy protocol for childhood acute lymphoblastic leukemia (ALL). This study aimed to investigate the altered metabolism associated with high dose-MTX and determine the potential of the metabolic markers and differential pathways involved in MTX therapy. Methods: Serum samples were collected from 38 children with ALL at 2 time points: p-MTX; before induction chemotherapy was initiated, and post-MTX; after completion of the first high-dose MTX. The samples were analyzed using HPLC/MS-QTOF. Data acquisition was performed using Agilent MassHunterTMB.05.00 software for subsequent metabolomics analysis. Differential expressions of metabolites were analyzed using univariate Welch's t-test unequal variance. Compounds were identified using the METLIN Database. Pathways and network analyses were performed using Metaboanalyst 4.0. Potential biomarkers were analyzed using the Receiving Operator Characteristic curve. Results: Metabolites with AUC between 0.7 and 0.9 include xanthine (0.889), oxoglutaric acid (0.770), and alpha-linolenic acid (ALA) (0.741). Alpha-linolenic acid abundance was detected in ALL patients with remission status, corresponding to a test sensitivity and specificity of 0.77 and 0.87, respectively. ALA has an antineoplastic effect that potentially inhibits the proliferation of leukemic cells by inhibiting caspase activation in the phosphatidylinositol 3-kinase (PI3K) pathway and Bcl-2 inhibition. Conclusion: In this study, ALA was found to be significantly higher in patients treated with high-dose MTX and associated with remission status than in pre-MTX treatment. © 2024
Elsevier B.V.
24681245
English
Article
All Open Access; Gold Open Access
author Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
spellingShingle Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
author_facet Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
author_sort Razali R.H.; Teh L.K.; Salleh M.Z.; Teh K.H.; Mohd Ibrahim H.
title Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
title_short Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
title_full Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
title_fullStr Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
title_full_unstemmed Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
title_sort Differential metabolomic pathway analysis in Malaysian childhood acute lymphoblastic leukemia patients treated with high-dose methotrexate
publishDate 2024
container_title Pediatric Hematology Oncology Journal
container_volume 9
container_issue 3
doi_str_mv 10.1016/j.phoj.2024.06.004
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199186674&doi=10.1016%2fj.phoj.2024.06.004&partnerID=40&md5=21b590683dcc15e1e041dccd5fc34621
description Background: Methotrexate (MTX) is the mainstay of the consolidation and maintenance phase of chemotherapy protocol for childhood acute lymphoblastic leukemia (ALL). This study aimed to investigate the altered metabolism associated with high dose-MTX and determine the potential of the metabolic markers and differential pathways involved in MTX therapy. Methods: Serum samples were collected from 38 children with ALL at 2 time points: p-MTX; before induction chemotherapy was initiated, and post-MTX; after completion of the first high-dose MTX. The samples were analyzed using HPLC/MS-QTOF. Data acquisition was performed using Agilent MassHunterTMB.05.00 software for subsequent metabolomics analysis. Differential expressions of metabolites were analyzed using univariate Welch's t-test unequal variance. Compounds were identified using the METLIN Database. Pathways and network analyses were performed using Metaboanalyst 4.0. Potential biomarkers were analyzed using the Receiving Operator Characteristic curve. Results: Metabolites with AUC between 0.7 and 0.9 include xanthine (0.889), oxoglutaric acid (0.770), and alpha-linolenic acid (ALA) (0.741). Alpha-linolenic acid abundance was detected in ALL patients with remission status, corresponding to a test sensitivity and specificity of 0.77 and 0.87, respectively. ALA has an antineoplastic effect that potentially inhibits the proliferation of leukemic cells by inhibiting caspase activation in the phosphatidylinositol 3-kinase (PI3K) pathway and Bcl-2 inhibition. Conclusion: In this study, ALA was found to be significantly higher in patients treated with high-dose MTX and associated with remission status than in pre-MTX treatment. © 2024
publisher Elsevier B.V.
issn 24681245
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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