Literature DB >> 29423831

Targeted versus untargeted omics - the CAFSA story.

Maria Del Mar Amador1, Benoit Colsch2, Foudil Lamari3,4, Claude Jardel3,4, Farid Ichou5, Agnès Rastetter6, Frédéric Sedel7, Fabien Jourdan8, Clément Frainay8, Ronald A Wevers9, Emmanuel Roze1,4,6, Christel Depienne10, Christophe Junot2, Fanny Mochel11,12,13,14.   

Abstract

BACKGROUND: In 2009, untargeted metabolomics led to the delineation of a new clinico-biological entity called cerebellar ataxia with elevated cerebrospinal free sialic acid, or CAFSA. In order to elucidate CAFSA, we applied sequentially targeted and untargeted omic approaches. METHODS AND
RESULTS: First, we studied five of the six CAFSA patients initially described. Besides increased CSF free sialic acid concentrations, three patients presented with markedly decreased 5-methyltetrahydrofolate (5-MTHF) CSF concentrations. Exome sequencing identified a homozygous POLG mutation in two affected sisters, but failed to identify a causative gene in the three sporadic patients with high sialic acid but low 5-MTHF. Using targeted mass spectrometry, we confirmed that free sialic acid was increased in the CSF of a third known POLG-mutated patient. We then pursued pathophysiological analyses of CAFSA using mass spectrometry-based metabolomics on CSF from two sporadic CAFSA patients as well as 95 patients with an unexplained encephalopathy and 39 controls. This led to the identification of a common metabotype between the two initial CAFSA patients and three additional patients, including one patient with Kearns-Sayre syndrome. Metabolites of the CSF metabotype were positioned in a reconstruction of the human metabolic network, which highlighted the proximity of the metabotype with acetyl-CoA and carnitine, two key metabolites regulating mitochondrial energy homeostasis.
CONCLUSION: Our genetic and metabolomics analyses suggest that CAFSA is a heterogeneous entity related to mitochondrial DNA alterations either through POLG mutations or a mechanism similar to what is observed in Kearns-Sayre syndrome.

Entities:  

Keywords:  Cerebellar ataxia; Exome; Folate; Metabolomics. Cerebrospinal fluid; Mitochondrial disease; Sialic acid

Mesh:

Substances:

Year:  2018        PMID: 29423831     DOI: 10.1007/s10545-017-0134-3

Source DB:  PubMed          Journal:  J Inherit Metab Dis        ISSN: 0141-8955            Impact factor:   4.982


  16 in total

1.  Annotation of the human adult urinary metabolome and metabolite identification using ultra high performance liquid chromatography coupled to a linear quadrupole ion trap-Orbitrap mass spectrometer.

Authors:  Aurelie Roux; Ying Xu; Jean-François Heilier; Marie-Françoise Olivier; Eric Ezan; Jean-Claude Tabet; Christophe Junot
Journal:  Anal Chem       Date:  2012-07-17       Impact factor: 6.986

Review 2.  Computational methods to identify metabolic sub-networks based on metabolomic profiles.

Authors:  Clément Frainay; Fabien Jourdan
Journal:  Brief Bioinform       Date:  2016-01-27       Impact factor: 11.622

3.  XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification.

Authors:  Colin A Smith; Elizabeth J Want; Grace O'Maille; Ruben Abagyan; Gary Siuzdak
Journal:  Anal Chem       Date:  2006-02-01       Impact factor: 6.986

4.  Exome Sequencing and the Management of Neurometabolic Disorders.

Authors:  Maja Tarailo-Graovac; Casper Shyr; Colin J Ross; Gabriella A Horvath; Ramona Salvarinova; Xin C Ye; Lin-Hua Zhang; Amit P Bhavsar; Jessica J Y Lee; Britt I Drögemöller; Mena Abdelsayed; Majid Alfadhel; Linlea Armstrong; Matthias R Baumgartner; Patricie Burda; Mary B Connolly; Jessie Cameron; Michelle Demos; Tammie Dewan; Janis Dionne; A Mark Evans; Jan M Friedman; Ian Garber; Suzanne Lewis; Jiqiang Ling; Rupasri Mandal; Andre Mattman; Margaret McKinnon; Aspasia Michoulas; Daniel Metzger; Oluseye A Ogunbayo; Bojana Rakic; Jacob Rozmus; Peter Ruben; Bryan Sayson; Saikat Santra; Kirk R Schultz; Kathryn Selby; Paul Shekel; Sandra Sirrs; Cristina Skrypnyk; Andrea Superti-Furga; Stuart E Turvey; Margot I Van Allen; David Wishart; Jiang Wu; John Wu; Dimitrios Zafeiriou; Leo Kluijtmans; Ron A Wevers; Patrice Eydoux; Anna M Lehman; Hilary Vallance; Sylvia Stockler-Ipsiroglu; Graham Sinclair; Wyeth W Wasserman; Clara D van Karnebeek
Journal:  N Engl J Med       Date:  2016-05-25       Impact factor: 91.245

5.  Quantification of free and total sialic acid excretion by LC-MS/MS.

Authors:  Maria van der Ham; Berthil H C M T Prinsen; Jan G M Huijmans; Nicolaas G G M Abeling; Bert Dorland; Ruud Berger; Tom J de Koning; Monique G M de Sain-van der Velden
Journal:  J Chromatogr B Analyt Technol Biomed Life Sci       Date:  2006-11-22       Impact factor: 3.205

6.  A community-driven global reconstruction of human metabolism.

Authors:  Ines Thiele; Neil Swainston; Ronan M T Fleming; Andreas Hoppe; Swagatika Sahoo; Maike K Aurich; Hulda Haraldsdottir; Monica L Mo; Ottar Rolfsson; Miranda D Stobbe; Stefan G Thorleifsson; Rasmus Agren; Christian Bölling; Sergio Bordel; Arvind K Chavali; Paul Dobson; Warwick B Dunn; Lukas Endler; David Hala; Michael Hucka; Duncan Hull; Daniel Jameson; Neema Jamshidi; Jon J Jonsson; Nick Juty; Sarah Keating; Intawat Nookaew; Nicolas Le Novère; Naglis Malys; Alexander Mazein; Jason A Papin; Nathan D Price; Evgeni Selkov; Martin I Sigurdsson; Evangelos Simeonidis; Nikolaus Sonnenschein; Kieran Smallbone; Anatoly Sorokin; Johannes H G M van Beek; Dieter Weichart; Igor Goryanin; Jens Nielsen; Hans V Westerhoff; Douglas B Kell; Pedro Mendes; Bernhard Ø Palsson
Journal:  Nat Biotechnol       Date:  2013-03-03       Impact factor: 54.908

7.  The Sequence Alignment/Map format and SAMtools.

Authors:  Heng Li; Bob Handsaker; Alec Wysoker; Tim Fennell; Jue Ruan; Nils Homer; Gabor Marth; Goncalo Abecasis; Richard Durbin
Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

8.  Cerebellar ataxia with elevated cerebrospinal free sialic acid (CAFSA).

Authors:  F Mochel; F Sedel; A Vanderver; U F H Engelke; J Barritault; B Z Yang; B Kulkarni; D R Adams; F Clot; J H Ding; C R Kaneski; F W Verheijen; B W Smits; F Seguin; A Brice; M T Vanier; M Huizing; R Schiffmann; A Durr; R A Wevers
Journal:  Brain       Date:  2009-01-19       Impact factor: 13.501

9.  Follow-up of folinic acid supplementation for patients with cerebral folate deficiency and Kearns-Sayre syndrome.

Authors:  Pilar Quijada-Fraile; Mar O'Callaghan; Elena Martín-Hernández; Raquel Montero; Àngels Garcia-Cazorla; Ana Martínez de Aragón; Jordi Muchart; Ignacio Málaga; Rafael Pardo; Pedro García-Gonzalez; Cristina Jou; Julio Montoya; Sonia Emperador; Eduardo Ruiz-Pesini; Joaquín Arenas; Miguel Angel Martin; Aida Ormazabal; Mercè Pineda; María T García-Silva; Rafael Artuch
Journal:  Orphanet J Rare Dis       Date:  2014-12-24       Impact factor: 4.123

10.  Fast and accurate long-read alignment with Burrows-Wheeler transform.

Authors:  Heng Li; Richard Durbin
Journal:  Bioinformatics       Date:  2010-01-15       Impact factor: 6.937

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Journal:  Eur J Hum Genet       Date:  2019-01-09       Impact factor: 4.246

Review 2.  Networks and Graphs Discovery in Metabolomics Data Analysis and Interpretation.

Authors:  Adam Amara; Clément Frainay; Fabien Jourdan; Thomas Naake; Steffen Neumann; Elva María Novoa-Del-Toro; Reza M Salek; Liesa Salzer; Sarah Scharfenberg; Michael Witting
Journal:  Front Mol Biosci       Date:  2022-03-08
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