Evidence mapPaperPMID 42401621Full record

ArticleNPJ science of food2026

Multi-omics profiling of high-carotenoid hybrid potato lines reveals coordinated metabolic reprogramming and associates with distinct tuber microbiota.

Bo Zhang, Yiming Zhong, Blaise Pascal Muvunyi, Tingting Xu, Jiawei Liu, Xingyao Xiong, Xu Cheng

Abstract read
In one paragraph

Article in NPJ science of food, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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.

Bo ZhangShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
Yiming ZhongShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
Blaise Pascal MuvunyiShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
Tingting XuState Key Laboratory of Crop Stress Adaptation and Improvement, School of Life Sciences, Henan University, Kaifeng, China.
Jiawei LiuShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
Xingyao XiongShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China. xiongxingyao@caas.cn.ORCID http://orcid.org/0000-0002-7991-9225
Xu ChengShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China. chengxu@caas.cn.ORCID http://orcid.org/0000-0003-0693-7147

Funding

National Natural Science Foundation of China Grant No. 32401838 and Grant No. U2202206the Central Guiding Local Science and Technology Development Fund Grant No. HekeZY230302the Guangdong Major Project of Basic Research Grant No. 202130301030004
6 · The paper itself

Abstract

Potato is a critical staple crop, and enhancing its carotenoid content is a promising strategy to improve its nutritional value. However, the synergistic mechanisms underlying carotenoid accumulation, superior nutritional traits, and the role of the endophytic microbiome remain unclear. Using an integrated multi-omics strategy, we systematically analyzed two high-zeaxanthin/lutein hybrids and four commercial cultivars. The hybrids accumulated significantly higher levels of zeaxanthin, lutein, and minerals, while exhibiting superior processing traits (e.g., higher dry matter/starch, lower reducing sugars). Integrated metabolomic and transcriptomic profiling revealed a coordinated upregulation of carotenoid and phenylpropanoid biosynthesis, alongside enrichment of stress-responsive phenolic acids. Notably, the endophytic microbiome in high-carotenoid tubers was distinct, dominated by Firmicutes and Proteobacteria, with genera like Bacillus and Latilactobacillus positively correlating with carotenoid content. Weighted gene co-expression network analysis identified a core regulatory module containing key genes (e.g., CCD4, BCH2) and novel transcription factors. Our findings elucidate a synergistic network linking metabolism, gene regulation, and the endophytic microbiome that collectively is associated with carotenoid accumulation and tuber quality. This provides critical targets for breeding nutritionally enhanced potatoes with desirable agronomic performance, supporting nutritional security and sustainable agriculture.

Identifiers

PMID42401621
PMCPMC13338389

What Socratic holds

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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 Socratic graph.