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1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults

BACKGROUND: Cryptococcal meningitis is considered to affect HIV patients and those with impaired immune systems. Early identification and treatment are the keys to decreasing morbidity and mortality related to CM. Using 1H NMR spectroscopy, a prospective case–control study will assess the metabolic...

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Autores principales: Yadav, Pushpa, Sen, Manodeep, Srivastava, Janmejai K., Maurya, Pradeep K., Roy, Raja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10666842/
https://www.ncbi.nlm.nih.gov/pubmed/38022455
http://dx.doi.org/10.4103/aian.aian_280_23
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author Yadav, Pushpa
Sen, Manodeep
Srivastava, Janmejai K.
Maurya, Pradeep K.
Roy, Raja
author_facet Yadav, Pushpa
Sen, Manodeep
Srivastava, Janmejai K.
Maurya, Pradeep K.
Roy, Raja
author_sort Yadav, Pushpa
collection PubMed
description BACKGROUND: Cryptococcal meningitis is considered to affect HIV patients and those with impaired immune systems. Early identification and treatment are the keys to decreasing morbidity and mortality related to CM. Using 1H NMR spectroscopy, a prospective case–control study will assess the metabolic profile of adults’ serum, urine, and CSF. METHODOLOGY: The present multicentric study was conducted at Lucknow. The study included 150 participants, out of which there were 31 cryptococcal meningitis cases, 34 positive meningitis controls, and the rest, 85, were disease controls. RESULT: The discriminant function analysis (DFA) of the three biofluids was used to find significant metabolites between the cases and the control group collectively. A group categorization between control group and the cases in serum, urine, and CSF samples was also made possible by the NMR spectral bin-based orthogonal signal correction and principal component analysis score plots of important metabolites produced from DFA. The cases group had a higher proportion of patients with higher CSF protein levels than the positive control group (BM and TM). Acetone was found among urine samples in both control samples, i.e., positive and negative. CONCLUSION: This is the first study to explore biomarkers in serum, urine, and CSF in addition to radiological features and clinical symptoms. Hence, a quick, non-invasive prognosis and diagnosis of cryptococcal meningitis in adults can be made using clinical and microbiological investigation, as well as metabolomic analysis of urine samples. This study shows that urine can be used as a biofluid to differentiate between Cryptococcus meningitis in adults. However, when compared to the negative control, our sample size was significantly smaller, necessitating further confirmation on a larger sample size.
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spelling pubmed-106668422023-09-01 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults Yadav, Pushpa Sen, Manodeep Srivastava, Janmejai K. Maurya, Pradeep K. Roy, Raja Ann Indian Acad Neurol Original Article BACKGROUND: Cryptococcal meningitis is considered to affect HIV patients and those with impaired immune systems. Early identification and treatment are the keys to decreasing morbidity and mortality related to CM. Using 1H NMR spectroscopy, a prospective case–control study will assess the metabolic profile of adults’ serum, urine, and CSF. METHODOLOGY: The present multicentric study was conducted at Lucknow. The study included 150 participants, out of which there were 31 cryptococcal meningitis cases, 34 positive meningitis controls, and the rest, 85, were disease controls. RESULT: The discriminant function analysis (DFA) of the three biofluids was used to find significant metabolites between the cases and the control group collectively. A group categorization between control group and the cases in serum, urine, and CSF samples was also made possible by the NMR spectral bin-based orthogonal signal correction and principal component analysis score plots of important metabolites produced from DFA. The cases group had a higher proportion of patients with higher CSF protein levels than the positive control group (BM and TM). Acetone was found among urine samples in both control samples, i.e., positive and negative. CONCLUSION: This is the first study to explore biomarkers in serum, urine, and CSF in addition to radiological features and clinical symptoms. Hence, a quick, non-invasive prognosis and diagnosis of cryptococcal meningitis in adults can be made using clinical and microbiological investigation, as well as metabolomic analysis of urine samples. This study shows that urine can be used as a biofluid to differentiate between Cryptococcus meningitis in adults. However, when compared to the negative control, our sample size was significantly smaller, necessitating further confirmation on a larger sample size. Wolters Kluwer - Medknow 2023 2023-10-26 /pmc/articles/PMC10666842/ /pubmed/38022455 http://dx.doi.org/10.4103/aian.aian_280_23 Text en Copyright: © 2023 Annals of Indian Academy of Neurology https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Yadav, Pushpa
Sen, Manodeep
Srivastava, Janmejai K.
Maurya, Pradeep K.
Roy, Raja
1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title_full 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title_fullStr 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title_full_unstemmed 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title_short 1H NMR Using Metabolic Study in Body Fluids for Diagnosis of Cryptococcal Meningitis in Adults
title_sort 1h nmr using metabolic study in body fluids for diagnosis of cryptococcal meningitis in adults
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10666842/
https://www.ncbi.nlm.nih.gov/pubmed/38022455
http://dx.doi.org/10.4103/aian.aian_280_23
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