Mitochondrial metabolism is central for response and resistance of Saccharomyces cerevisiae to exposure to a glyphosate-based herbicide

https://doi.org/10.1016/j.envpol.2020.114359Get rights and content

Abstract

Glyphosate-based herbicides, the most extensively used herbicides in the world, are available in an enormous number of commercial formulations with varying additives and adjuvants. Here, we study the effects of one such formulation, Credit41, in two genetically diverse yeast strains. A quantitative trait loci (QTL) analysis between a sensitive laboratory strain and a resistant strain linked mitochondrial function to Credit41 resistance. Two genes encoding mitochondrial proteins identified through the QTL analysis were HFA1, a gene that encodes a mitochondrial acetyl CoA carboxylase, and AAC3, which encodes a mitochondrial inner membrane ATP/ADP translocator. Further analysis of previously studied whole-genome sequencing data showed that, although each strain uses varying routes to attain glyphosate resistance, most strains have duplications of mitochondrial genes. One of the most well-studied functions of the mitochondria is the assembly of Fe–S clusters. In the current study, the expression of iron transporters in the transcriptome increased in cells resistant to Credit41. The levels of iron within the cell also increased in cells exposed to Credit41 but not pure glyphosate. Hence, the additives in glyphosate-based herbicides have a significant contribution to the negative effects of these commercial formulations on biological systems.

Introduction

The ubiquitous use of glyphosate-based herbicides around the world has led to extensive research of the effects of glyphosate on plants, bacteria, and higher eukaryotes. Decades of research has been carried out on herbicide resistance, mainly focusing on glyphosate. However, it is only in the past few years that the potential negative impacts of glyphosate-based herbicides (GBHs) and their additives have been acknowledged. The aromatic amino acid pathway is the canonical target of glyphosate (Amrhein et al. 1980; Steinrücken and Amrhein, 1980). Herbicidal additives, although claimed to be neutral, have interactive effects when combined with glyphosate (Ravishankar et al., 2019). Evaluating genetic variation in glyphosate-based herbicide resistance is one approach to address the pathways of toxicity of these additives. Variation in response to GBHs lies not only in the genetic make-up of organisms but also in the variation in components and the concentrations of the adjuvants and surfactants added to the herbicides with the same active ingredient (Ravishankar et al. 2019). Recent studies have shown that the toxicity of glyphosate-based herbicides is not only due to the principal ingredient, but more so the additives in the various formulations (Mesnage et al. 2015; Jacques et al. 2019).

Saccharomyces cerevisiae is used extensively in the toxicogenomics study of various chemicals. Its benefits include a unique combination of highly conserved mechanisms of adaptation, tolerance, and resistance related to higher eukaryotes (Parsons et al. 2003; dos Santos et al. 2012), along with the broad spectrum of variation that lies within the Saccharomyces species at the genome level. The environment from which the strains are isolated has a significant influence on this genetic variation between the strains (Landry et al. 2006; Smith and Kruglyak, 2008; Lee et al. 2019). The two strains used throughout this study were S288c and RM11. RM11 is a Californian vineyard strain that was isolated from a vineyard in 1993 (Mortimer et al. 1994). As glyphosate-based herbicides were introduced in the 1970s, it is likely that this strain was exposed to this stressor and has developed resistance mechanisms, as it is resistant to most GBH. S288c is a laboratory strain that is sensitive to GBH.

A QTL study carried out using petite frequency phenotype to identify polymorphisms in multiple genes contributing to mitochondrial instability also used S288c and RM11 (Dimitrov et al. 2009), in turn pointing out the diversity within their mitochondrial genomes and making them good candidates for this QTL analysis. Among other differences, there are multiple polymorphisms in the RM11 allele of PDR5 (Wei et al., 2007) which is a pleiotropic drug marker involved in glyphosate export for the cell (Rong-Mullins et al. 2017). S288c and RM11 have been shown to be suitable strains for comparative genomics studies catering to understanding the effects of stressors, due to their extensive differences in sensitivity to different stressors, variation in gene expression, Ty copy number variation, and even mitochondrial content (Kvitek et al. 2008).

Commercially available herbicides are comprised of an active ingredient and proprietary additives, of which only the active ingredients have been studied extensively. Glyphosate, the active ingredient in GBHs is known to target the shikimate pathway. Here, we hypothesized that GBHs affect numerous important biological processes that lie outside the shikimate pathway due to the additives in the commercial formulations, that are yet to be deciphered. To test our hypothesis, we used the genetic variation in yeast to identify the differences between strains contributing to their ability to tolerate the stress induced by GBHs. In this study, the variation in response between RM11 and S288c upon Credit41 (Cr41) exposure was used to perform quantitative trait loci (QTL) analysis. We found resistance was associated with loci containing genes encoding mitochondrial proteins involved in mitochondrial fatty acid biosynthesis. Transcriptomic data and whole-genome sequencing data of cells that evolved resistance to Cr41 implied that iron homeostasis within the mitochondria contributes to the resistant phenotype of cells exposed to this environmental stressor, potentially involving cytochromes and iron-sulfur (Fe–S) clusters (Mühlenhoff and Lill, 2000; Foury and Talibi, 2001). A significant increase in iron concentrations in resistant cells (RM11) was found with Credit41 exposure, which may contribute to it’s resistant phenotype. The increased levels of iron transport were specific to the commercial formulation, Cr41, and not pure glyphosate (PG), indicating that the effects observed were not a result of the principal component but the additives and their collaborative effect.

Section snippets

Media and growth assays

The solid media used for the study was minimal media (YM), which contains yeast-nitrogen base and 2% dextrose. The minimal media was supplemented with aromatic amino acids, 20 μg/ml tryptophan (W), 30 μg/ml tyrosine (Y), and 50 μg/ml phenylalanine (F). It was also supplemented with 100 μg/ml aspartic acid (D) for certain conditions. RM11 (MATa) and GSY147 (MATa) are prototrophs while BY4741 (MATa, his3, ura3, leu2, met15) and BY4742 (MATalpha, his3, ura3, leu2, lys2) are auxotrophs that require

Genetic linkage analysis of Cr41 response reveals involvement of mitochondrial genes

Genetic variation between different yeast strains leads to variation in their tolerance to glyphosate-based herbicides (Rong-Mullins et al. 2017). For the sake of this study, we chose to use Cr41 (a representative GBH), an herbicide with glyphosate as its sole active ingredient. Previously, the growth of yeast in four different glyphosate-based herbicides was tested and yeast grew similarly in three of them (Ravishankar et al. 2019). Cr41 was chosen based on the similarity of the extent of

Discussion

Commercial formulations of glyphosate contain glyphosate as their principal component and various additives that act to increase herbicide activity and application characteristics. Different herbicides use different adjuvants and surfactants in varying concentrations to enhance postemergence herbicide performance, increase absorption into plant tissue, act as buffering and wetting agents, decrease photodegradation of the herbicide, etc. Although individually inert, these chemicals in unison, in

Conclusion

The genetic variation in herbicide resistance between the sensitive laboratory yeast strain S288c and resistant vineyard isolate RM11 was exploited by undertaking a QTL analysis and identifying loci contributing to resistance to Credit41, a glyphosate-based herbicide. Among the candidate genes identified, AAC3 and HFA1 were notable and highlighted the potential role of mitochondrial function in resistance to Credit41. Cells that have adapted to Credit41 exposure increased the copy number of PET9

CRediT authorship contribution statement

Apoorva Ravishankar: Investigation, Formal analysis, Validation, Visualization, Writing - original draft. Jonathan R. Cumming: Resources, Investigation, Writing - review & editing. Jennifer E.G. Gallagher: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing - review & editing.

Acknowledgements

We are indebted to Amaury Pupo for his help and guidance with the data analysis. We thank the Kruglyak lab for the S288c x RM11 collection and Angela Lee for the yeast knockout collection. We also thank the Genomics Core facility for their services, that was supported by National Institutes of Health (WV-INBRE grant: P20 GM103434) and National Institutes of Health (NIGMS Grant: U54 GM-104942). This work was supported by National Science Foundation (grant number MCB-1614573), the United States

References (62)

  • C.R. Landry et al.

    Genome-wide scan reveals that genetic variation for transcriptional plasticity in yeast is biased towards multi-copy and dispensable genes

    Gene

    (2006)
  • R. Lill et al.

    The role of mitochondria and the CIA machinery in the maturation of cytosolic and nuclear iron-sulfur proteins

    Eur. J. Cell Biol.

    (2015)
  • D. Marguet et al.

    Yeast gene SRP1 (serine-rich protein). Intragenic repeat structure and identification of a family of SRP1-related DNA sequences

    J. Mol. Biol.

    (1988)
  • A. Melber et al.

    Steps toward understanding mitochondrial Fe/S cluster biogenesis

  • R. Mesnage et al.

    Potential toxic effects of glyphosate and its commercial formulations below regulatory limits

    Food Chem. Toxicol.

    (2015)
  • K.I. Minard et al.

    Sources of NADPH and expression of mammalian NADP+-specific isocitrate dehydrogenases in Saccharomyces cerevisiae

    J. Biol. Chem.

    (1998)
  • U. Mühlenhoff et al.

    Biogenesis of iron-sulfur proteins in eukaryotes: a novel task of mitochondria that is inherited from bacteria

    Biochim. Biophys. Acta Bioenerg.

    (2000)
  • A.K. Pandey et al.

    Mitochondria export iron-sulfur and sulfur intermediates to the cytoplasm for iron-sulfur cluster assembly and tRNA thiolation in yeast

    J. Biol. Chem.

    (2019)
  • S.C. dos Santos et al.

    Yeast toxicogenomics: genome-wide responses to chemical stresses with impact in environmental health, pharmacology, and biotechnology

    Front. Genet.

    (2012)
  • O. Sertil et al.

    The DAN1 gene of S. cerevisiae is regulated in parallel with the hypoxic genes, but by a different mechanism

    Gene

    (1997)
  • T.E. Shutt et al.

    Staying cool in difficult times: mitochondrial dynamics, quality control and the stress response

    Biochim. Biophys. Acta

    (2013)
  • J. Soutourina et al.

    D-tyrosyl-tRNA(Tyr) metabolism in Saccharomyces cerevisiae

    J. Biol. Chem.

    (2000)
  • H.C. Steinrücken et al.

    The herbicide glyphosate is a potent inhibitor of 5-enolpyruvylshikimic acid-3-phosphate synthase

    Biochem. Biophys. Res. Commun.

    (1980)
  • N. Amrhein et al.

    The site of the inhibition of the shikimate pathway by glyphosate

    (1980)
  • F.M. Ausubel et al.
    (1995)
  • H. Beinert et al.

    Iron-sulfur clusters: nature’s modular, multipurpose structures

    Science

    (1997)
  • J.S. Bloom et al.

    Finding the sources of missing heritability in a yeast cross

    Nature

    (2013)
  • J.R. Buchan et al.

    Bodies promote stress granule assembly in Saccharomyces cerevisiae

    J. Cell Biol.

    (2008)
  • X.J. Chen

    Sal1p, a calcium-dependent carrier protein that suppresses an essential cellular function associated with the Aac2 isoform of ADP/ATP translocase in Saccharomyces cerevisiae

    Genetics

    (2004)
  • B.D. Cohen

    Induction and repression of DAN1 and the family of anaerobic mannoprotein genes in Saccharomyces cerevisiae occurs through a complex array of regulatory sites

    Nucleic Acids Res.

    (2001)
  • A.M. Deutschbauer et al.

    Quantitative trait loci mapped to single-nucleotide resolution in yeast

    Nat. Genet.

    (2005)
  • Cited by (0)

    This paper has been recommended for acceptance by Dr. Sarah Harmon.

    View full text