Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa

Salmonella Typhi is the causative agent of typhoid. Typhoid is diagnosed by blood culture, a method that lacks sensitivity, portability and speed. We have previously shown that specific metabolomic profiles can be detected in the blood of typhoid patients from Nepal (Näsström et al., 2014). Here, we...

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Main Authors: Elin Näsström, Christopher M Parry, Nga Tran Vu Thieu, Rapeephan R Maude, Hanna K de Jong, Masako Fukushima, Olena Rzhepishevska, Florian Marks, Ursula Panzner, Justin Im, Hyonjin Jeon, Seeun Park, Zabeen Chaudhury, Aniruddha Ghose, Rasheda Samad, Tan Trinh Van, Anders Johansson, Arjen M Dondorp, Guy E Thwaites, Abul Faiz, Henrik Antti, Stephen Baker
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-05-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/15651
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author Elin Näsström
Christopher M Parry
Nga Tran Vu Thieu
Rapeephan R Maude
Hanna K de Jong
Masako Fukushima
Olena Rzhepishevska
Florian Marks
Ursula Panzner
Justin Im
Hyonjin Jeon
Seeun Park
Zabeen Chaudhury
Aniruddha Ghose
Rasheda Samad
Tan Trinh Van
Anders Johansson
Arjen M Dondorp
Guy E Thwaites
Abul Faiz
Henrik Antti
Stephen Baker
spellingShingle Elin Näsström
Christopher M Parry
Nga Tran Vu Thieu
Rapeephan R Maude
Hanna K de Jong
Masako Fukushima
Olena Rzhepishevska
Florian Marks
Ursula Panzner
Justin Im
Hyonjin Jeon
Seeun Park
Zabeen Chaudhury
Aniruddha Ghose
Rasheda Samad
Tan Trinh Van
Anders Johansson
Arjen M Dondorp
Guy E Thwaites
Abul Faiz
Henrik Antti
Stephen Baker
Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
eLife
Metabolomics
mass spectrometry
two-dimensional gas chromatography
typhoid fever
diagnostics
biomarkers
author_facet Elin Näsström
Christopher M Parry
Nga Tran Vu Thieu
Rapeephan R Maude
Hanna K de Jong
Masako Fukushima
Olena Rzhepishevska
Florian Marks
Ursula Panzner
Justin Im
Hyonjin Jeon
Seeun Park
Zabeen Chaudhury
Aniruddha Ghose
Rasheda Samad
Tan Trinh Van
Anders Johansson
Arjen M Dondorp
Guy E Thwaites
Abul Faiz
Henrik Antti
Stephen Baker
author_sort Elin Näsström
title Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
title_short Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
title_full Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
title_fullStr Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
title_full_unstemmed Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and Africa
title_sort reproducible diagnostic metabolites in plasma from typhoid fever patients in asia and africa
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2017-05-01
description Salmonella Typhi is the causative agent of typhoid. Typhoid is diagnosed by blood culture, a method that lacks sensitivity, portability and speed. We have previously shown that specific metabolomic profiles can be detected in the blood of typhoid patients from Nepal (Näsström et al., 2014). Here, we performed mass spectrometry on plasma from Bangladeshi and Senegalese patients with culture confirmed typhoid fever, clinically suspected typhoid, and other febrile diseases including malaria. After applying supervised pattern recognition modelling, we could significantly distinguish metabolite profiles in plasma from the culture confirmed typhoid patients. After comparing the direction of change and degree of multivariate significance, we identified 24 metabolites that were consistently up- or down regulated in a further Bangladeshi/Senegalese validation cohort, and the Nepali cohort from our previous work. We have identified and validated a metabolite panel that can distinguish typhoid from other febrile diseases, providing a new approach for typhoid diagnostics.
topic Metabolomics
mass spectrometry
two-dimensional gas chromatography
typhoid fever
diagnostics
biomarkers
url https://elifesciences.org/articles/15651
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spelling doaj-6fd4d94a49cf4cbaaf631d8b3f61ea6d2021-05-05T13:27:36ZengeLife Sciences Publications LtdeLife2050-084X2017-05-01610.7554/eLife.15651Reproducible diagnostic metabolites in plasma from typhoid fever patients in Asia and AfricaElin Näsström0Christopher M Parry1Nga Tran Vu Thieu2Rapeephan R Maude3Hanna K de Jong4Masako Fukushima5Olena Rzhepishevska6Florian Marks7Ursula Panzner8Justin Im9Hyonjin Jeon10Seeun Park11Zabeen Chaudhury12Aniruddha Ghose13Rasheda Samad14Tan Trinh Van15Anders Johansson16Arjen M Dondorp17Guy E Thwaites18Abul Faiz19Henrik Antti20Stephen Baker21https://orcid.org/0000-0003-1308-5755Department of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, SwedenClinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom; School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, JapanThe Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University, Oxford, United Kingdom; Clinical Research Unit, Ho Chi Minh City, VietnamMahidol-Oxford Tropical Medicine Research Unit (MORU), Faculty of Tropical Medicine, Mahidol University, Bangkok, ThailandDepartment of Internal Medicine, Division of Infectious Diseases and Center for Infection and Immunity Amsterdam (CINIMA), University of Amsterdam, Amsterdam, the Netherlands; Center for Experimental Molecular Medicine (CEMM), Academic Medical Center, University of Amsterdam, Amsterdam, The NetherlandsClinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United KingdomDepartment of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, SwedenThe International Vaccine Institute, Seoul, South KoreaThe International Vaccine Institute, Seoul, South KoreaThe International Vaccine Institute, Seoul, South KoreaThe International Vaccine Institute, Seoul, South KoreaThe International Vaccine Institute, Seoul, South KoreaThe International Vaccine Institute, Seoul, South KoreaChittagong Medical College Hospital, Chittagong, BangladeshChittagong Medical College Hospital, Chittagong, BangladeshThe Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University, Oxford, United KingdomDepartment of Clinical Microbiology, Umeå University, Umeå, SwedenMahidol-Oxford Tropical Medicine Research Unit (MORU), Faculty of Tropical Medicine, Mahidol University, Bangkok, ThailandThe Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University, Oxford, United Kingdom; Centre for Tropical Medicine, Oxford University, Oxford, United KingdomMalaria Research Group and Dev Care Foundation, Dhaka, BangladeshDepartment of Chemistry, Computational Life Science Cluster, Umeå University, Umeå, SwedenThe Hospital for Tropical Diseases, Wellcome Trust Major Overseas Programme, Oxford University, Oxford, United Kingdom; Centre for Tropical Medicine, Oxford University, Oxford, United Kingdom; Department of Medicine, The University of Cambridge, Cambridge, United KingdomSalmonella Typhi is the causative agent of typhoid. Typhoid is diagnosed by blood culture, a method that lacks sensitivity, portability and speed. We have previously shown that specific metabolomic profiles can be detected in the blood of typhoid patients from Nepal (Näsström et al., 2014). Here, we performed mass spectrometry on plasma from Bangladeshi and Senegalese patients with culture confirmed typhoid fever, clinically suspected typhoid, and other febrile diseases including malaria. After applying supervised pattern recognition modelling, we could significantly distinguish metabolite profiles in plasma from the culture confirmed typhoid patients. After comparing the direction of change and degree of multivariate significance, we identified 24 metabolites that were consistently up- or down regulated in a further Bangladeshi/Senegalese validation cohort, and the Nepali cohort from our previous work. We have identified and validated a metabolite panel that can distinguish typhoid from other febrile diseases, providing a new approach for typhoid diagnostics.https://elifesciences.org/articles/15651Metabolomicsmass spectrometrytwo-dimensional gas chromatographytyphoid feverdiagnosticsbiomarkers