A mathematical model of folate-mediated one-carbon metabolism in Down syndrome

Down syndrome (DS), the most frequent human genetic disorder marked by an extra copy of chromosome 21 (Hsa21) or a portion thereof, leads to physical and cognitive impairments. Following the Lejeune work, researchers focused on a potential anomaly within the folate-mediated one-carbon metabolism (FOCM). Here, we present a FOCM model modified from a previous work with the incorporation of the enzyme cystathionine beta-synthase (CBS), whose encoding gene is located on Hsa21, coupled with the methionine input rate. Systematic perturbation of FOCM enzyme activity rates has been performed to explore possible in silico configurations to simulate the DS condition. The perturbed vs. unperturbed model-derived ratio concentrations of tetrahydrofolate, 5-formyl-tetrahydrofolate, 5-methyl-tetrahydrofolate, S-adenosyl-homocysteine, and S-adenosyl-methionine were compared with the known literature through various statistical approaches. After investigating public transcriptomic databases, the FTS (formate-tetrahydrofolate ligase) perturbation achieved the best overall score. Although the FTS encoding gene (MTHFD1) is not located on Hsa21, it was found to be overexpressed in the DS condition. In addition, an interesting correlation emerged with the PTG (phosphoribosylglycinamide formyltransferase) perturbation and the corresponding encoding gene (GART), located on Hsa21 and notably over-expressed in the DS condition. The model thus identifies key enzyme activities that warrant further investigation.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-06-26
DOI
https://doi.org/10.1038/s41540-026-00760-w
Primary Topic
Folate and B Vitamins Research
Type
article
Field-Weighted Citation Impact
0.00

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article

A mathematical model of folate-mediated one-carbon metabolism in Down syndrome

Maria Caracausi, Giuseppe Ramacieri, Luca Marchetti, Beatrice Vione et al.
npj Systems Biology and Applications
Folate and B Vitamins Research
article

A mathematical model of folate-mediated one-carbon metabolism in Down syndrome

Maria Caracausi, Giuseppe Ramacieri, Luca Marchetti, Beatrice Vione, Francesca Antonaros, Maria Chiara Pelleri, Chiara Locatelli, Diletta Poluzzi, Allison Piovesan
article en

Abstract

Down syndrome (DS), the most frequent human genetic disorder marked by an extra copy of chromosome 21 (Hsa21) or a portion thereof, leads to physical and cognitive impairments. Following the Lejeune work, researchers focused on a potential anomaly within the folate-mediated one-carbon metabolism (FOCM). Here, we present a FOCM model modified from a previous work with the incorporation of the enzyme cystathionine beta-synthase (CBS), whose encoding gene is located on Hsa21, coupled with the methionine input rate. Systematic perturbation of FOCM enzyme activity rates has been performed to explore possible in silico configurations to simulate the DS condition. The perturbed vs. unperturbed model-derived ratio concentrations of tetrahydrofolate, 5-formyl-tetrahydrofolate, 5-methyl-tetrahydrofolate, S-adenosyl-homocysteine, and S-adenosyl-methionine were compared with the known literature through various statistical approaches. After investigating public transcriptomic databases, the FTS (formate-tetrahydrofolate ligase) perturbation achieved the best overall score. Although the FTS encoding gene (MTHFD1) is not located on Hsa21, it was found to be overexpressed in the DS condition. In addition, an interesting correlation emerged with the PTG (phosphoribosylglycinamide formyltransferase) perturbation and the corresponding encoding gene (GART), located on Hsa21 and notably over-expressed in the DS condition. The model thus identifies key enzyme activities that warrant further investigation.

npj Systems Biology and Applications
University of Trento (IT), The Microsoft Research - University of Trento Centre for Computational and Systems Biology (IT), IRCCS Azienda Ospedliero-Universitaria di Bologna Policlinico di Sant'Orsola (IT), University of Bologna (IT)
Fondazione Cassa di Risparmio in Bologna, European Commission, Ministero dell’Istruzione, dell’Università e della Ricerca
Openalex Percentile: Top 6%
Folate and B Vitamins Research
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