The DNA Damage Checkpoint and the Spindle Position Checkpoint Maintain Meiotic Commitment in Saccharomyces cerevisiae

Deep learning-driven imaging of cell division and cell growth across an entire eukaryotic life cycle

The life cycle of biomedical and agriculturally relevant eukaryotic microorganisms involves complex transitions between proliferative and non-proliferative states such as dormancy, mating, meiosis, and cell division. New drugs, pesticides, and vaccines can be created by targeting specific life cycle stages of parasites and pathogens. However, defining the structure of a microbial life cycle often relies on partial observations that are theoretically assembled in an ideal life cycle path. To create a more quantitative approach to studying complete eukaryotic life cycles, we generated a deep learning-driven imaging framework to track microorganisms across sexually reproducing generations. Our approach combines microfluidic culturing, life cycle stage-specific segmentation of microscopy images using convolutional neural networks, and a novel cell tracking algorithm, FIEST, based on enhancing the overlap of single cell masks in consecutive images through deep learning video frame interpolation. As proof of principle, we used this approach to quantitatively image and compare cell growth and cell cycle regulation across the sexual life cycle of Saccharomyces cerevisiae . We developed a fluorescent reporter system based on a fluorescently labeled Whi5 protein, the yeast analog of mammalian Rb, and a new High-Cdk1 activity sensor, LiCHI, designed to report during DNA replication, mitosis, meiotic homologous recombination, meiosis I, and meiosis II. We found that cell growth preceded the exit from non-proliferative states such as mitotic G1, pre-meiotic G1, and the G0 spore state during germination. A decrease in the total cell concentration of Whi5 characterized the exit from non-proliferative states, which is consistent with a Whi5 dilution model. The nuclear accumulation of Whi5 was developmentally regulated, being at its highest during meiotic exit and spore formation. The temporal coordination of cell division and growth was not significantly different across three sexually reproducing generations. Our framework could be used to quantitatively characterize other single-cell eukaryotic life cycles that remain incompletely described. An off-the-shelf user interface Yeastvision provides free access to our image processing and single-cell tracking algorithms.

The yeast 14-3-3 proteins Bmh1 and Bmh2 regulate key signaling pathways

Cell signaling regulates several physiological processes by receiving, processing, and transmitting signals between the extracellular and intracellular environments. In signal transduction, phosphorylation is a crucial effector as the most common posttranslational modification. Selectively recognizing specific phosphorylated motifs of target proteins and modulating their functions through binding interactions, the yeast 14-3-3 proteins Bmh1 and Bmh2 are involved in catabolite repression, carbon metabolism, endocytosis, and mitochondrial retrograde signaling, among other key cellular processes. These conserved scaffolding molecules also mediate crosstalk between ubiquitination and phosphorylation, the spatiotemporal control of meiosis, and the activity of ion transporters Trk1 and Nha1. In humans, deregulation of analogous processes triggers the development of serious diseases, such as diabetes, cancer, viral infections, microbial conditions and neuronal and age-related diseases. Accordingly, the aim of this review article is to provide a brief overview of the latest findings on the functions of yeast 14-3-3 proteins, focusing on their role in modulating the aforementioned processes.

Meiosis in budding yeast

Meiosis is a specialized cell division program that is essential for sexual reproduction. The two meiotic divisions reduce chromosome number by half, typically generating haploid genomes that are packaged into gametes. To achieve this ploidy reduction, meiosis relies on highly unusual chromosomal processes including the pairing of homologous chromosomes, assembly of the synaptonemal complex, programmed formation of DNA breaks followed by their processing into crossovers, and the segregation of homologous chromosomes during the first meiotic division. These processes are embedded in a carefully orchestrated cell differentiation program with multiple interdependencies between DNA metabolism, chromosome morphogenesis, and waves of gene expression that together ensure the correct number of chromosomes is delivered to the next generation. Studies in the budding yeast Saccharomyces cerevisiae have established essentially all fundamental paradigms of meiosis-specific chromosome metabolism and have uncovered components and molecular mechanisms that underlie these conserved processes. Here, we provide an overview of all stages of meiosis in this key model system and highlight how basic mechanisms of genome stability, chromosome architecture, and cell cycle control have been adapted to achieve the unique outcome of meiosis.

Identification of 14-3-3 proteins, Polo kinase, and RNA-binding protein Pes4 as key regulators of meiotic commitment in budding yeast

The initiation of the cell division process of meiosis requires exogenous signals that activate internal gene regulatory networks. Meiotic commitment ensures the irreversible continuation of meiosis, even upon withdrawal of the meiosis-inducing signals. A loss of meiotic commitment can cause highly abnormal polyploid cells and can ultimately lead to germ cell tumors. Despite the importance of meiotic commitment, only a few genes involved in commitment are known. In this study, we have discovered six new regulators of meiotic commitment in budding yeast: the Bcy1 protein involved in nutrient sensing, the meiosis-specific kinase Ime2, Polo kinase Cdc5, RNA-binding protein Pes4, and the 14-3-3 proteins Bmh1 and Bmh2. Decreased levels of these proteins cause a failure to establish or maintain meiotic commitment. Importantly, we found that Bmh1 and Bmh2 are involved in multiple processes throughout meiosis and in meiotic commitment. First, cells depleted of both Bmh1 and Bmh2 trigger the pachytene checkpoint, likely due to a role in DNA double-strand break repair. Second, Bmh1 interacts directly with the middle meiosis transcription factor Ndt80, and both Bmh1 and Bmh2 maintain Ndt80 levels. Third, Bmh1 and Bmh2 bind to Cdc5 and enhance its kinase activity. Finally, Bmh1 binds to Pes4, which regulates the timing of the translation of several mRNAs in meiosis II and is required to maintain meiotic commitment. Our results demonstrate that meiotic commitment is actively maintained throughout meiosis, with the 14-3-3 proteins and Polo kinase serving as key regulators of this developmental program.

Recombination in a sterile polyploid hybrid yeast upon meiotic Return-To-Growth

The sustainable future of food industry and consumer demands meet the need to generate out-performing new yeast variants. This is addressed by using the natural yeast diversity and breeding via sexual reproduction but the recovery of recombined spores in many industrial strains is limited. To circumvent this drawback, we examined whether or not the process of meiotic Return to Growth (RTG) that allows S. cerevisiae diploid cells to initiate meiotic recombination genome-wide and then re-enter into mitosis, will be effective to generate recombinants in a sterile and polyploid baking yeast strain (CNCM). We proceeded in four steps. First, whole genome sequencing of the CNCM strain revealed that it was an unbalanced polymorphic triploid. Second, we annotated a panel of genes likely involved in the success of the RTG process. Third, we examined the strain progression into sporulation and fourth, we developed an elutriation and reiterative RTG protocol that allowed to generate extensive libraries of recombinant RTGs, enriched up to 70 %. Altogether, the genome analysis of 122 RTG cells demonstrated that they were bona fide RTG recombinants since the vast majority retained the parental ploidy and exhibited allelic variations involving 1-60 recombined regions per cell with a length of ∼0.4-400 kb. Thus, beyond diploid laboratory strains, we demonstrated the proficiency of this natural non-GM and marker-free process to recombine a sterile and polyploid hybrid yeast, thus providing an unprecedented resource to screen improved traits.

The DNA damage checkpoint and the spindle position checkpoint: guardians of meiotic commitment

Exogenous signals induce cells to enter the specialized cell division process of meiosis, which produces haploid gametes from diploid progenitor cells. Once cells initiate the meiotic divisions, it is imperative that they complete meiosis. Inappropriate exit from meiosis and entrance into mitosis can create polyploid cells and can lead to germline tumors. Saccharomyces cerevisiae cells enter meiosis when starved of nutrients but can return to mitosis if provided nutrient-rich medium before a defined commitment point. Once past the meiotic commitment point in prometaphase I, cells stay committed to meiosis even in the presence of a mitosis-inducing signal. Recent research investigated the maintenance of meiotic commitment in budding yeast and found that two checkpoints that do not normally function in meiosis I, the DNA damage checkpoint and the spindle position checkpoint, have crucial functions in maintaining meiotic commitment. Here, we review these findings and discuss how the mitosis-inducing signal of nutrient-rich medium could activate these two checkpoints in meiosis to prevent inappropriate meiotic exit.