Evidence map›Paper›PMID 41081932›Full record

ArticleBioprocess and biosystems engineering2026

Mechanistic insights into sodium citrate-induced metabolic rewiring for enhanced S-adenosylmethionine synthesis via transcriptomics and constraint-based modeling.

Le Dong, Weijing Song, Zhongyue Li, Jiangchao Qian, Feng Xu, Mingzhi Huang

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In one paragraph

Article in Bioprocess and biosystems engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Engineering theACS synthetic biology · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Le DongState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China.
Weijing SongState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China.
Zhongyue LiState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China.
Jiangchao QianState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China.
Feng XuState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China. fengxu@mail.ecust.edu.cn.
Mingzhi HuangState Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, People's Republic of China. huangmz@ecust.edu.cn.

Funding

National Key Research and Development Program of China 2019YFA0904300National Natural Science Foundation of China 32071461
6 · The paper itself

Abstract

S-adenosylmethionine (SAM) is a high-value metabolite with widespread applications in medicine and nutrition, yet its microbial production remains constrained by high energy demands and inefficient precursor utilization. In this study, we investigated sodium citrate supplementation as a strategy to enhance SAM biosynthesis in Pichia pastoris under methanol induction. Integrating transcriptomics with a newly reconstructed genome-scale metabolic model (iLD1283), we systematically elucidated the molecular and metabolic mechanisms underlying citrate-mediated improvements. Physiological analysis revealed that sodium citrate supplementation significantly increased biomass accumulation, methanol and L-methionine assimilation, and intracellular ATP levels, resulting in a 70% enhancement in SAM titer. Transcriptomic profiling demonstrated global metabolic reprogramming, including the upregulation of glycolysis, the tricarboxylic acid cycle, oxidative phosphorylation, and amino acid biosynthesis, collectively supporting improved energy supply and precursor availability. Constraint-based simulations using iLD1283 identified an optimal citrate feeding rate that balanced energy generation and SAM production, which was validated in 5-L fed-batch fermentation, achieving a peak SAM concentration of 10.87 g/L. Metabolic flux analysis further confirmed increased flux through central carbon pathways and elevated cofactor regeneration. Together, these findings provide mechanistic insight into sodium citrate-induced metabolic rewiring and establish a model-guided framework for rational optimization of energy-intensive microbial processes. This work highlights the potential of combining omics data and metabolic modeling to guide precision feeding strategies for enhanced bioproduction.

Indexed as

Models, BiologicalSaccharomycetalesS-AdenosylmethionineSodium CitrateTranscriptomeGene Expression ProfilingS-AdenosylmethionineSodium CitrateGenome-scale metabolic modelMetabolic flux analysisPichia pastorisRational fermentation optimizationTranscriptomics analysis

Identifiers

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.