Applied Microbiology and Biotechnology

, Volume 104, Issue 3, pp 1211–1226 | Cite as

Quantitative multi-omics analysis of the effects of mitochondrial dysfunction on lipid metabolism in Saccharomyces cerevisiae

  • Xiaopeng Guo
  • Miaomiao Zhang
  • Yue Gao
  • Guozhen Cao
  • Dong LuEmail author
  • Wenjian Li
Genomics, transcriptomics, proteomics


In this study, combined genome, transcriptome, and metabolome analysis was performed for eight Saccharomyces cerevisiae mitochondrial respiration-deficient mutants. Each mutant exhibited a unique nuclear genome mutation pattern; the nuclear genome mutations, and thus potentially affected genes and metabolic pathways, showed a co-occurrence frequency of ≤ 3 among the eight mutants. For example, only a lipid metabolism-related pathway was likely to be affected by the nuclear genome mutations in one of the mutants. However, large deletions in the mitochondrial genome were the shared characteristic among the eight mutants. At the transcriptomic level, lipid metabolism was the most significantly enriched Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathway for differentially expressed genes (DEGs) co-occurring in both ≥ 4 and ≥ 5 mutants. Any identified DEG enriched in lipid metabolism showed the same up-/down-regulated pattern among nearly all eight mutants. Further, 126 differentially expressed lipid species (DELS) were identified, which also showed the same up-/down-regulated pattern among nearly all investigated mutants. It was conservatively demonstrated that the similar change pattern of lipid metabolism in the entire investigated mutant population was attributed to mitochondrial dysfunction. The change spectrum of lipid species was presented, suggesting that the number and change degree of up-regulated lipid species were higher than those of down-regulated lipid species. Additionally, energy storage lipids increased in content and plasma-membrane phospholipid compositions varied in the relative proposition. The results for the genome, transcriptome, and lipidome were mutually validated, which provides quantitative data revealing the roles of mitochondria from a global cellular perspective.


Multi-omics analysis Mitochondria Lipid metabolism Respiration-deficient mutant Saccharomyces cerevisiae 



We thank the colleagues at HIRFL for providing high-quality carbon ion beam irradiation.

Human and animal rights

This article does not contain any studies with human participants or animals performed by any of the authors.

Funding information

This work was supported by the National Natural Science Foundation of China (No. 11975284 and No. 11905265), the Joint project of the Chinese Academy of Sciences and the Industrial Technology Research Institute (CAS-ITRI 2019012), and the Science and Technology Program of Lanzhou, China (2019-1-39).

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflicts of interest.

Supplementary material

253_2019_10260_MOESM1_ESM.pdf (256 kb)
ESM 1 (PDF 255 kb)


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Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  • Xiaopeng Guo
    • 1
    • 2
  • Miaomiao Zhang
    • 1
    • 2
    • 3
  • Yue Gao
    • 1
    • 2
  • Guozhen Cao
    • 4
  • Dong Lu
    • 1
    • 3
    Email author
  • Wenjian Li
    • 1
    • 3
  1. 1.Institute of Modern PhysicsChinese Academy of SciencesLanzhouChina
  2. 2.College of Life ScienceUniversity of Chinese Academy of SciencesBeijingChina
  3. 3.Gansu Key Laboratory of Microbial Resources Exploitation and ApplicationLanzhouChina
  4. 4.University of Science and Technology of ChinaHefeiChina

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