# Transcriptome analysis reveals the effect of cold storage time on the expression of genes related to oxidative metabolism in Chinese black truffle

**Authors:** Runji Zhang, Qiuyue Yang, Xin Yao, Zhirong Fang, Xia Wu, Qiao Lin, Yuan Qing

PMC · DOI: 10.3389/fnut.2024.1375386 · 2024-06-04

## TL;DR

This study shows how cold storage affects the metabolism and gene activity in Chinese black truffles, especially genes related to handling oxidative stress.

## Contribution

The study provides new insights into gene expression changes related to oxidative metabolism during cold storage in Tuber indicum.

## Key findings

- Cold storage alters the expression of genes involved in oxidative metabolism, including those encoding catalase-like and superoxide dismutase proteins.
- Ribulose-5-phosphate-3-epimerase is identified as a key enzyme in oxidative stress response through the pentose phosphate pathway.
- Over 51,000 simple sequence repeats were identified, offering resources for future genetic studies in T. indicum.

## Abstract

Chinese black truffle (Tuber indicum) is a hypogenous fungus of great value due to its distinctive aroma. In this study, both transcriptome and physicochemical analyses were performed to investigate the changes of nutrients and gene expression in truffle fruiting bodies during cold storage. The results of physicochemical analysis revealed the active metabolism of fruiting bodies in cold storage, showing the decreased contents of protein and soluble sugar, the variations in both polyphenol oxidase activity and total phenol content, and the detrimental effect of reactive oxygen species production caused by heavy metals (cadmium and lead) in truffles. Transcriptome analysis identified a total of 139,489 unigenes. Down-regulated expression of genes encoding the catalase-like domain-containing protein (katE), glutaredoxin protein (GRX), a copper/zinc superoxide dismutase (Sod_Cu), and aspartate aminotransferase (AAT) affected the degradation metabolism of intracellular oxides. Ribulose-5-phosphate-3-epimerase (RPE) was a key enzyme in response to oxidative stress in truffle cells through the pentose phosphate pathway (PPP). A total of 51,612 simple sequence repeats were identified, providing valuable resources for further genetic diversity analysis, molecular breeding, and genetic map-ping in T. indicum. Transcription factors GAL4 and SUF4-like protein were involved in glucose metabolism and histone methylation processes, respectively. Our study provided a fundamental characterization of the physicochemical and molecular variations in T. indicum during the cold storage at 4°C, providing strong experimental evidence to support the improvement of storage quality of T. indicum.

## Linked entities

- **Genes:** katE (catalase HPII) [NCBI Gene 881554], GLRX (glutaredoxin) [NCBI Gene 2745], SERPINA1 (serpin family A member 1) [NCBI Gene 5265], RPE (ribulose-5-phosphate-3-epimerase) [NCBI Gene 6120], LGALS4 (galectin 4) [NCBI Gene 3960]
- **Proteins:** CSD2 (copper/zinc superoxide dismutase 2), AAT (aspartate aminotransferase), LGALS4 (galectin 4)
- **Chemicals:** cadmium (PubChem CID 23973), lead (PubChem CID 5352425)
- **Species:** Tuber indicum (taxon 55307)

## Full-text entities

- **Genes:** RPE (ribulose-5-phosphate-3-epimerase) [NCBI Gene 6120] {aka RPE2-1}, LGALS4 (galectin 4) [NCBI Gene 3960] {aka GAL4, L36LBP}, GLRX (glutaredoxin) [NCBI Gene 2745] {aka GRX, GRX1}
- **Species:** Tuber himalayense (chinese black truffle, species) [taxon 57749], Tuber indicum (species) [taxon 55307], Tuber (truffles, genus) [taxon 36048]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11183293/full.md

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Source: https://tomesphere.com/paper/PMC11183293