Evidence map›Paper›PMID 42828600›Full record

ArticleWorld journal of microbiology & biotechnology2026

Valorization of tofu-processing wastewater for sustainable nattokinase production: insights from integrated multi-omics analysis.

Tao Li, Wanting Du, Yang Xu, Yafei Zhang, Gege Guo, Yu Bai, Ning Hao

Abstract read
PubMed Publisher
In one paragraph

Article in World journal of microbiology & biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Tao LiHaihe Laboratory of Synthetic Biology, Tianjin, 300308, China.
Wanting DuCollege of Biotechnology and Pharmaceutical Engineering, State Key Laboratory of Materials-Oriented Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing, 211816, China.
Yang XuCollege of Biotechnology and Pharmaceutical Engineering, State Key Laboratory of Materials-Oriented Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing, 211816, China.
Yafei ZhangTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China.
Gege GuoCollege of Biotechnology and Pharmaceutical Engineering, State Key Laboratory of Materials-Oriented Chemical Engineering, Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing Tech University, Nanjing, 211816, China.
Yu BaiHaihe Laboratory of Synthetic Biology, Tianjin, 300308, China. baiyu1010123@163.com.
Ning HaoHaihe Laboratory of Synthetic Biology, Tianjin, 300308, China. haoning@njtech.edu.cn.

Funding

This work was supported by the National Key Research and Development Program of China No. 2022YFC2104803
6 · The paper itself

Abstract

Nattokinase (NK) is a fibrinolytic enzyme with considerable potential for applications in functional foods and biomedicine; however, its economical and efficient production remains challenging. In this study, tofu-processing wastewater (TPW) was employed as a low-cost nitrogen source for NK production, and integrated transcriptomic and metabolomic analyses were performed to characterize cellular responses and potential regulatory processes under different nitrogen sources. To evaluate the effects of different nitrogen sources on NK production, fermentation was conducted using tryptone (T), soybean peptone (SP), or TPW as the nitrogen source. Both TPW- and SP-based media supported higher NK production than the T-based medium. Transcriptomic analysis showed that the expression of aprN, which encodes nattokinase, was significantly higher under TPW conditions. TPW was characterized by relatively low levels of free amino acids and relatively high abundances of specific oligopeptides and proteins, and these nutritional characteristics were associated with changes in aprN expression and related metabolic responses. Integrated transcriptomic and metabolomic analyses further indicated coordinated changes in nutrient sensing, oligopeptide transport and metabolism, amino acid metabolism, and energy metabolism under TPW conditions. The relatively low levels of branched-chain amino acids (BCAAs) detected in TPW occurred concomitantly with changes in the expression of codY and aprN, suggesting that BCAA-associated nutrient sensing may be associated with the transcriptional regulation of aprN. Meanwhile, changes in the expression of nutrient-responsive genes, including kinA and kinB, suggested that Spo0A-associated regulatory processes may be involved in the cellular response to the nutritional characteristics of TPW. In addition, changes in the expression of several oligopeptide transport-related genes, together with correlations between specific oligopeptides and aprN expression, suggested that oligopeptide transport and metabolism may be associated with NK production under TPW conditions. Genes involved in respiratory-chain and energy metabolism also showed substantial changes in expression, suggesting alterations in cellular energy metabolism that may be associated with NK production. Overall, TPW as an alternative nitrogen source was associated with coordinated changes in nutrient sensing, regulatory processes, and multiple metabolic pathways in B. subtilis, which may collectively contribute to increased NK production. This study provides further insights into the molecular and metabolic responses of B. subtilis to TPW and provides a theoretical basis for TPW valorization, medium optimization, and the economical and efficient production of NK.

Indexed as

Soy FoodsSubtilisinsWastewaterAmino Acids, Branched-ChainCulture MediaFermentationGene Expression ProfilingMetabolomicsMultiomicsNitrogenTranscriptomeAmino Acids, Branched-ChainCulture MedianattokinaseNitrogenSubtilisinsWastewaterBranched-chain amino acidsB. subtilisMetabolomicsNattokinaseOligopeptidesTranscriptomics

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.