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bioRxiv2023

The genetic and physiological basis of Arabidopsis thaliana tolerance to Pseudomonas viridiflava

O_LIThe opportunistic pathogen Pseudomonas viridiflava colonizes more than fifty agricultural crop species and is the most common Pseudomonas in the phyllosphere of European Arabidopsis thaliana populations. Belonging to the P. syringae complex, it is genetically and phenotypically distinct from well-characterized P. syringae sensu stricto. Despite its prevalence, we lack knowledge of how A. thaliana responds to its native isolates at the molecular level. Here, we characterize the host response in an A. thaliana - P. viridiflava pathosystem. C_LIO_LIWe measured host and pathogen growth in axenic infections, and used immune mutants, transcriptomics, and metabolomics to determine defense pathways influencing susceptibility to P. viridiflava infection. C_LIO_LIInfection with P. viridiflava increased jasmonic acid (JA) levels and the expression of ethylene defense pathway marker genes. The immune response in a susceptible host accession was delayed compared to a tolerant one. Mechanical injury rescued susceptibility, consistent with an involvement of JA. C_LIO_LIThe JA/ethylene pathway is important for suppression of P. viridiflava, yet suppression capacity varies between accessions. Our results shed light on how A. thaliana can suppress the ever-present P. viridiflava, but further studies are needed to understand how P. viridiflava evades this suppression to spread broadly across A. thaliana populations. C_LI

plant biology↗

bioRxiv2023

β-actin is essential for structural integrity and physiological function of the retina

Lack of non-muscle {beta}-actin gene (Actb) leads to early embryonic lethality in mice, however mice with {beta}- to{gamma} -actin replacement develop normally and show no detectable phenotypes at young age. Here we investigated the effect of this replacement in the retina. During aging, these mice have accelerated de-generation of retinal structure and function, including elongated microvilli and defective mitochondria of retinal pigment epithelium (RPE), abnormally bulging photoreceptor outer segments (OS) accompanied by reduced transducin concentration and light sensitivity, and accumulation of autofluorescent microglia cells in the subretinal space between RPE and OS. These defects are accompanied by changes in the F-actin binding of several key actin interacting partners, including ezrin, myosin, talin, and vinculin known to play central roles in modulating actin cytoskeleton and cell adhesion and mediating the phagocytosis of OS. Our data show that {beta}-actin protein is essential for maintaining normal retinal structure and function.

cell biology↗

bioRxiv2023

CA3 hippocampal synaptic plasticity supports ripple physiology during memory consolidation

Consolidation of recent memory depends on hippocampal activities during resting periods that immediately follows the memory encoding. There, Slow Save Sleep phases appear as privileged periods for memory consolidation as hosting the ripple activities, which are fast oscillations generated within the hippocampus whose inactivation leads to memory impairment. If a strong correlation exists between these replays of recent experience and the persistence of behavioural adaptations, the mobilisation, the localization and the importance of synaptic plasticity events in this process is largely unknown. To question this issue, we used cell-surface AMPAR immobilisation to block post-synaptic LTP within the hippocampal region at various steps of the memory process. 1- Our results show that hippocampal synaptic plasticity is engaged during the consolidation but is dispensable during the encoding or recall of a working memory based spatial memory task. 2- Blockade of plasticity during sleep leads to apparent forgetting of the encoded rule. 3- In vivo recordings of ripple activities during resting periods show a strong impact of AMPAR immobilization solely, prominent when a rule has been recently encoded. 4- In situ examination of the interplay between AMPAR mobility, hippocampal plasticity and spontaneous ripple activities pointed that post-synaptic plasticity at CA3-CA3 recurrent synapses support ripple generation. As crucial results were reproduced using another AMPARM blockade strategy, we propose that after rule encoding, post-synaptic AMPAR mobility at CA3 recurrent synapses support the generation of ripples necessary for rule consolidation.

neuroscience↗

bioRxiv2023

In planta exploitation of leaf apoplastic compounds: a window of opportunity for spatiotemporal studies of apoplastic metabolites, hormones and physiology

Processes in the leaf apoplast are relevant for development, cell wall rheological properties, plant nutrition, sink-source portioning, microbe-host plant-interactions or intercellular information exchange and signaling and are therefore regulated or influenced by the composition of the leaf apoplastic solute. In contrast to the traditional methods for the extraction of apoplastic solutes that are more or less destructive, we propose a new method that allows extraction of leaf apoplastic solutes (i) non-invasively and, thus, (ii) over time. Moreover, the method has (iii) a high spatial resolution that allows identification of solute-microdomains in the leaf apoplast. The method was established for Arabidopsis thaliana and Vicia faba leaves but should also be applicable to other plants species with similar leaf morphologies. It is based on the infiltration of an aqueous extraction solution into the apoplast followed by its recovery seconds later, both through the stomata. By this, the apoplast (and its solutes) of an identical leaf can be sampled on successive days with negligible symplastic contamination. A spatiotemporal mapping of leaf apoplastic ion and metabolite patterns within the identical leaf opens a window of opportunity for understanding apoplast biology. As for example, the existence of apoplastic abscisic acid gradients within a leaf in response to salinity was witnessed in this study, as was the unsuspected accumulation of kaempferol glycosides in the leaf apoplast. The presented method is relevant for plant developmental biologists, phytopathologists, plant physiologists, plant nutritionists and others that need to integrate apoplast biology into their research approaches.

plant biology↗

bioRxiv2023

Pleiotropic Influence of DNA Methylation QTLs on physiological and aging traits

DNA methylation is influenced by genetic and non-genetic factors. Here, we chart quantitative trait loci (QTLs) that modulate levels of methylation at highly conserved CpGs using liver methylome data from mouse strains belonging to the BXD Family. A regulatory hotspot on chromosome 5 had the highest density of trans-acting methylation QTLs (trans-meQTLs) associated with multiple distant CpGs. We refer to this locus as meQTL.5a. The trans-modulated CpGs showed age-dependent changes, and were enriched in developmental genes, including several members of the MODY pathway (maturity onset diabetes of the young). The joint modulation by genotype and aging resulted in a more "aged methylome" for BXD strains that inherited the DBA/2J parental allele at meQTL.5a. Further, several gene expression traits, body weight, and lipid levels mapped to meQTL.5a, and there was a modest linkage with lifespan. DNA binding motif and protein-protein interaction enrichment analysis identified the hepatic nuclear factor, Hnf1a (MODY3 gene in humans), as a strong candidate. The pleiotropic effects of meQTL.5a could contribute to variation in body size and metabolic traits, and influence CpG methylation and epigenetic aging that could have an impact on lifespan.

genomics↗

bioRxiv2023

Molecular physiology of Antarctic diatom natural assemblages reveals multiple strategies contributing to their ecological success

The continental shelf of the Western Antarctic Peninsula (WAP) is a highly variable system characterized by strong cross-shelf gradients, rapid regional change and large blooms of phytoplankton, notably diatoms. Rapid environmental changes coincide with shifts in plankton community composition and productivity, food web dynamics and biogeochemistry. Despite progress in identifying important environmental factors influencing plankton community composition in the WAP, the molecular basis for their survival in this oceanic region, as well as variations in species abundance, metabolism and distribution remain largely unresolved. Across a gradient of physicochemical parameters, we analyzed the metabolic profiles of phytoplankton as assessed through metatranscriptomic sequencing. Distinct phytoplankton communities and metabolisms closely mirrored the strong gradients in oceanographic parameters that existed from coastal to offshore regions. Diatoms were abundant in coastal, southern regions, where colder and fresher waters were conducive to a bloom of the centric diatom, Actinocyclus. Members of this genus invested heavily in growth and energy production; carbohydrate, amino acid and nucleotide biosynthesis pathways; and coping with oxidative stress, resulting in uniquely expressed metabolic profiles compared to other diatoms. We observed strong molecular evidence for iron limitation in shelf and slope regions of the WAP, where diatoms in these regions employed iron-starved induced proteins, a geranylgeranyl reductase, aquaporins, and urease, among other strategies, while limiting the use of iron-containing proteins. The metatranscriptomic survey performed here revealed functional differences in diatom communities and provides further insight into the environmental factors influencing the growth of diatoms and their predicted response to changes in ocean conditions.

ecology↗

bioRxiv2023

Kappa Opioid Receptor Antagonism Rescues Genetic Perturbation of Dopamine Homeostasis: Molecular, Physiological and Behavioral Consequences

Aberrant dopamine (DA) signaling is implicated in schizophrenia, bipolar disorder (BPD), autism spectrum disorder (ASD), substance use disorder, and attention-deficit/hyperactivity disorder (ADHD). Treatment of these disorders remains inadequate, as exemplified by the therapeutic use of d-amphetamine and methylphenidate for the treatment of ADHD, agents with high abuse liability. In search for an improved and non-addictive therapeutic approach for the treatment of DA-linked disorders, we utilized a preclinical mouse model expressing the human DA transporter (DAT) coding variant DAT Val559, previously identified in individuals with ADHD, ASD, or BPD. DAT Val559, like several other disease-associated variants of DAT, exhibits anomalous DA efflux (ADE) that can be blocked by d-amphetamine and methylphenidate. Kappa opioid receptors (KORs) are expressed by DA neurons and modulate DA release and clearance, suggesting that targeting KORs might also provide an alternative approach to normalizing DA-signaling disrupted by perturbed DAT function. Here we demonstrate that KOR stimulation leads to enhanced surface trafficking and phosphorylation of Thr53 in wildtype DAT, effects achieved constitutively by the Val559 mutant. Moreover, these effects can be rescued by KOR antagonism of DAT Val559 in ex vivo preparations. Importantly, KOR antagonism also corrected in vivo DA release as well as sex-dependent behavioral abnormalities observed in DAT Val559 mice. Given their low abuse liability, our studies with a construct valid model of human DA associated disorders reinforce considerations of KOR antagonism as a pharmacological strategy to treat DA associated brain disorders.

neuroscience↗

bioRxiv2023

Modeling and Simulation of Neocortical Micro- and Mesocircuitry. Part II: Physiology and Experimentation

Cortical dynamics underlie many cognitive processes and emerge from complex multi-scale interactions, which are challenging to study in vivo. Large-scale, biophysically detailed models offer a tool which can complement laboratory approaches. We present a model comprising eight somatosensory cortex subregions, 4.2 million morphological and electrically-detailed neurons, and 13.2 billion local and mid-range synapses. In silico tools enabled reproduction and extension of complex laboratory experiments under a single parameterization, providing strong validation. The model reproduced millisecond-precise stimulus-responses, stimulus-encoding under targeted optogenetic activation, and selective propagation of stimulus-evoked activity to downstream areas. The models direct correspondence with biology generated predictions about how multiscale organization shapes activity; for example, how cortical activity is shaped by high-dimensional connectivity motifs in local and mid-range connectivity, and spatial targeting rules by inhibitory subpopulations. The latter was facilitated using a rewired connectome which included specific targeting rules observed for different inhibitory neuron types in electron microscopy. The model also predicted the role of inhibitory interneuron types and different layers in stimulus encoding. Simulation tools and a large subvolume of the model are made available to enable further community-driven improvement, validation and investigation.

neuroscience↗

bioRxiv2023

RNA Targets and Function of Topoisomerase 3β in Reducing Stress inNeuronal Physiology

Topoisomerase 3{beta} (Top3{beta}) works not only on DNA but also RNA. We isolated and identified the naturally cross-linked RNA targets of Drosophila Top3{beta} from an early embryonic stage that contains almost exclusively maternal mRNAs. Favorite targets were longer RNAs, RNAs with many splice sites, and RNAs that become localized in large cells. Demonstrating the importance of its enzymatic activity, Top3{beta} without the hydroxyl group that makes the covalent bond to the RNA, did not allow normal expression and subcellular localization of tested gene products of the identified targets. Top3{beta} is not essential for development to the adult stage but to maintain the morphology of the neuromuscular junction in adult flies and to prevent premature loss of coordinated movement and aging. Alterations in human Top3{beta} have been associated with several neurological diseases and cancers. The homologs of genes and (pre)mRNAs mis-expressed in these conditions show the same characteristics identified in the Drosophila Top3{beta} targets, suggesting that Drosophila could model the function of human Top3{beta}. Indeed, an in vivo test of this model showed that the enzymatic activity of Top3{beta} reduces the neurodegeneration caused by the human (G4C2)49 RNA. Together, these studies show that Top3{beta} plays important roles in normal gene expression, particularly for large genes and long and complex transcripts that need to be transported and translationally controlled. Its absence stresses the cells, seemingly increasing the chances of contracting various neuronal and neurodegenerative diseases and cancers.

cell biology↗

bioRxiv2023

Heterogeneous subpopulations of GABAAR-responding neurons coexist in physiological and pathological mature neuronal networks at increasing scales of complexity

GABA is the main inhibitory neurotransmitter in adults. Depolarizing/excitatory GABA responses have been well characterized at the level of neuronal-population average during typical neurodevelopment and partially in pathology. However, no investigation has specifically assessed whether a mosaicism of cells with either depolarizing/excitatory or hyperpolarizing/inhibitory GABAergic responses exists in adult animals in health/disease. Here, we showed that such mosaicism is present both in adult WT and Down syndrome (DS) mice, as assessed at increasing scales of neuronal-network complexity (cultures, brain- slices, behaving mice). Nevertheless, WT mice presented a lower percentage of cells with depolarizing GABA than DS mice. Restoring the mosaicism of hyperpolarizing and depolarizing GABA-responding neurons to WT levels rescued anxiety behaviour in DS mice. We also found heterogeneous GABAergic responses in mature control and trisomic human iPSC-derived neurons. Thus, a heterogeneous population of GABA-responding cells exists in physiological/pathological conditions in mature mouse and human neurons, possibly contributing to disease-associated behaviours.

neuroscience↗

bioRxiv2023

Gene Expression and Physiological traits in Mice

BackgroundGene expression regulates several complex traits observed. In this study, datasets comprising of transcriptome information and clinical traits regarding fat composition and vitals were analyzed via several statistical methods in order to find relations between genes and clinical outcomes. ResultsBiological big data is diverse and numerous, which makes for a complex case study and difficulties to stablish a metric. Histological data with semi-quantitative scores proved unreliable to correlate with other vitals, such as cholesterol composition, which complicates prediction of clinical outcomes. A composition of vitals, turned out to be a better variable for regression and factors for gene analysis. Several genes were found to be statistically significant after statistical analysis by ANOVA regarding the progressive categories of the preferred clinical variable. ConclusionsANOVA is proposed as a method for genetic information retrieval in order to extract biological meaning from RNA seq or microarray data, accounting for multiple classes of target variables. It Provides a reliable statistical method to associate genes or clusters of genes with particular traits. Supplementary informationSupplementary data are available in annexes.

genomics↗

bioRxiv2023

Disentangling the cascading effects of Grapevine Red Blotch Virus infection on vine physiology

Grapevine Red Blotch Virus is a major grapevine pathogen and is associated with reduced carbon assimilation and delayed berry ripening in Vitis vinifera L. Recent work suggests that the virus alters leaf carbon metabolism prior to emergence of visible symptoms. Therefore, diurnal and seasonal measurements were conducted to quantify changes in leaf carbon balance and to elucidate the chronology of symptom progression in leaves and fruit. Healthy and infected vines were assayed in a commercial vineyard during which leaf water relations, photosynthesis, and nonstructural carbohydrates were measured. Additionally, sugar and anthocyanin accumulation in the fruit were monitored at the end of the season to characterize the impact of the virus on ripening. Virus infection significantly reduced carbon assimilation pre- and postveraison, but the impact was more pronounced postveraison and during the afternoon when vine water status was the lowest. Similarly, virus infection significantly increased leaf starch concentration pre- and postveraison, but increased leaf starch in infected vines was detected two weeks prior to veraison. Virus infection had the greatest impact on obstructing leaf carbon export postveraison, especially during the afternoon. The virus had no impact on chlorophyll fluorescence, indicating there was no sustained photosystem impairment and suggesting that changes in chlorophyll fluorescence were a transient response to reduced carbon assimilation and export. This study provides evidence that reduced carbon export constitutes a feedback inhibition response to accumulation of leaf starch prior to the appearance of visible symptoms or impacts to ripening, which may aid earlier detection of the virus.

plant biology↗

bioRxiv2023

Probing the physiological role of the plastid outer-envelope membrane using the oemiR plasmid collection

Plastids are the site of complex biochemical pathways, most prominently photosynthesis. The organelle evolved through endosymbiosis with a cyanobacterium, which is exemplified by the outer envelope (OE) membrane that harbors more than 40 proteins in Arabidopsis. Their evolutionary conservation indicates high significance for plant cell function. While a few proteins are well-studied as part of the protein translocon complex the majority of OE protein (OEP) functions is unclear. Gaining a deeper functional understanding has been complicated by the lack of observable loss-of-function mutant phenotypes, which is often rooted in functional genetic redundancy. Therefore, we designed OE-specific artificial micro RNAs (oemiRs) capable of downregulating transcripts from several loci simultaneously. We successfully tested oemiR function by performing a proof-of-concept screen for pale and cold-sensitive mutants. An in-depth analysis of pale mutant alleles deficient in the translocon component TOC75 using proteomics provided new insights into putative compensatory import pathways. The cold stress screen not only recapitulated three previously known phenotypes of cold-sensitive mutants, but also identified four mutants of additional oemiR OE loci. Altogether our study revealed a role of the OE to tolerate cold conditions and showcasts the power of the oemiR collection to research the significance of OEPs.

plant biology↗

bioRxiv2023

Venom tradeoff shapes interspecific interactions, physiology and reproduction

The ability of an animal to effectively capture prey and defend against predators is pivotal for its survival. Venom, a mixture of many toxin proteins, shapes predator-prey interactions. Here, we use the sea anemone Nematostella vectensis to test how toxin genotypes impact predator-prey interactions. We developed a new genetic manipulation tool which significantly reduces both RNA and protein levels of Nv1, a major neurotoxin. In concert we recently discovered a native population of Nematostella that has lost Nv1.We demonstrate that these anemones lacking Nv1, have reduced ability to defend themselves against grass shrimp, a native predator. Additionally, secreted Nv1 can act indirectly in defense by attracting mummichog fish, which are known to prey on grass shrimp. This unravels a tritrophic interaction acting in animal defense at the molecular level. Additionally, our work reveals an evolutionary tradeoff, as the reduction of Nv1 levels causes faster growth and increased sexual and asexual reproductive rates.

evolutionary biology↗

bioRxiv2023

Comparative study of thermal tolerance and other physiological characteristics in C. briggsae and C. elegans

The nematode Caenorhabditis briggsae (C. briggsae) is routinely used in genetic and evolutionary studies involving its well-known cousin, C. elegans. The two species are morphologically almost identical but exhibit significant developmental, genetic, and genomic differences. The AF16 isolate of C. briggsae is an established reference strain. We used additional wild isolates from tropical and temperate regions to perform a comparative study of phenotypic characters. The analysis revealed both intra (between C. briggsae isolates) and inter (compared to C. elegans N2) species variability in dimensions and opacity. Our data also showed that C. briggsae isolates prefer higher temperatures for growth, reproduction, and survival than C. elegans N2. The preference for higher temperatures further translated into a higher tolerance for heat stress, as evidenced by its survival at temperatures lethal to N2. Interestingly, we found that while C. briggsae is more resistant to heat and shows greater sensitivity to other forms of stress, namely oxidative and osmotic, compared to C. elegans. The heat resistance of C. briggsae was correlated with efficient upregulation of the cytosolic chaperon hsp-16.2. Overall, this work has revealed significant differences in stress sensitivities between the two nematodes and forms the basis to investigate changes in underlying mechanisms that affect their stress responses.

evolutionary biology↗

bioRxiv2023

Impact of Molecular Dynamics of Polyrotaxanes on Chondrocytes in Double Network Supramolecular Hydrogels under Physiological Thermomechanical Stimulation

Hyaline cartilage, a soft tissue enriched with a dynamic extracellular matrix, manifests as a supramolecular system within load-bearing joints. At the same time, the challenge of cartilage repair through tissue engineering lies in replicating intricate cellular-matrix interactions. This study attempts to investigate chondrocyte responses within double-network supramolecular hydrogels, tailored to mimic the dynamic molecular nature of hyaline cartilage. To this end, we infused non-covalent host-guest polyrotaxanes, by blending -cyclodextrins as host molecules and polyethylene glycol as guests, into a gelatin-based covalent matrix, thereby enhancing its dynamic characteristics. Subsequently, chondrocytes were seeded into these hydrogels to systematically probe the effects of varied concentrations of introduced polyrotaxanes (instilling different levels of supramolecular dynamism in the hydrogel systems) on cellular responsiveness. Our findings unveiled an augmented level of cellular mechanosensitivity for supramolecular hydrogels compared to pure covalent-based systems. This is demonstrated by an increased mRNA expression of ion channels (TREK1, TRPV4, PIEZO1), signaling molecules (SOX9) and matrix remodeling enzymes (LOXL2). Such outcomes were further elevated upon external application of biomimetic thermomechanical loading that brought a stark increase in the accumulation of sulfated glycosaminoglycans and collagen. Overall, we found that matrix adaptability plays a pivotal role in modulating chondrocyte responses within double-network supramolecular hydrogels. These findings hold potential for advancing cartilage engineering within load-bearing joints. Graphical AbstractDouble network supramolecular hydrogels enhanced chondro-induction significantly compared to purely covalent-based hydrogels as indicated by enhanced accumulation of extracellular matrix molecules. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=198 SRC="FIGDIR/small/555869v1_ufig1.gif" ALT="Figure 1"> View larger version (62K): org.highwire.dtl.DTLVardef@c0216org.highwire.dtl.DTLVardef@5d1647org.highwire.dtl.DTLVardef@161af4dorg.highwire.dtl.DTLVardef@3c11f8_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗

bioRxiv2023

Physiological characterization of single gene lysis proteins

Until recently only 11 distinct Sgls (single gene lysis proteins) have been experimentally identified. Of these, three have been shown to be specific inhibitors of different steps in the pathway that supplies Lipid II to the peptidoglycan (PG) biosynthesis machinery: Q{beta} A2 inhibits MurA, {phi}X174 E inhibits MraY, and Lys from coliphage M inhibits MurJ. These Sgls have been called "protein antibiotics" because the lytic event is a septal catastrophe indistinguishable from that caused by cell wall antibiotics. Here we propose to designate these as members of type I Sgls, to distinguish them from another Sgl, the L protein of the paradigm ssRNA phage MS2. Although none of the other distinct Sgls have significant sequence similarity to L, alignments suggested the presence of four domains distinguished by hydrophobic and polar character. The simplest notion is that these other Sgls have the same autolytic mechanism and, based on this, constitute type II. Although the number of experimentally confirmed Sgls has not changed, recent environmental metagenomes and metatranscriptomes have revealed thousands of new ssRNA phage genomes, each of which presumably has at least one Sgl gene. Here we report on methods to distinguish type I and type II Sgls. Using phase-contrast microscopy, we show that both classes of Sgls cause the formation of blebs prior to lysis, but the location of the blebs differs significantly. In addition, we show that L and other type II Sgls do not inhibit net synthesis of PG, as measured by incorporation of 3[H]-diaminopimelic acid. Finally, we provide support for the unexpected finding by Adler and colleagues that the Sgl from Pseudomonas phage PP7 is a type I Sgl, as determined by the two methods. This shows that the sharing the putative 4-domain structure suggested for L is not a reliable discriminator for operational characterization of Sgls. Overall, this study establishes new ways to rapidly classify novel Sgls and thus may facilitate the identification of new cell envelope targets that will help generate new antibiotics.

microbiology↗

bioRxiv2023

Identification and analysis of genomic regions influencing leaf morpho-physiological traits related to stress responses in Dioscorea alata

BackgroundYams (Dioscorea spp.) are significant food security crops especially in West Africa. With the increasing tuber demand and climate change challenges, it is pertinent to strengthen breeding programs for developing high-yielding cultivars with climate resilience. The current study aimed at deciphering the genetic basis of leaf traits related to stress responses in a diverse panel of Dioscorea alata genotypes. ResultsPhenotypic characterization of 12 traits, including leaf dry matter content, leaf area, net photosynthesis, transpiration rate, transpiration use efficiency, stomatal density, stomatal index, node number, leaf thickness, competitor, stress-tolerator, ruderal (CSR) ecological strategy spectrum emphasized significant variations among the genotypes and across two planting locations. Weak correlations were observed among most of traits, suggesting that breeding simultaneously for some of these stress response-related traits would be possible. Heritability was highest for transpiration rate, leaf area and stomatal density, while it was lowest for stress-tolerator, ruderal ecological strategies. Genome-wide association study (GWAS) using high-quality single nucleotide polymorphism (SNPs) identified 24 significant associations on 11 chromosomes, where the association signals were consistent across two locations for traits with high heritability, viz., stomatal density (Chr18) and transpiration rate (Chr3). Further characterization of the significant signals and their related alleles identified advantageous alleles contributing positively to the studied traits. Moreover, 44 putative candidate genes were identified. Dioal.18G049300 (3 keto acyl-coenzyme A synthase) was identified as a strong candidate gene for stomatal density, while Dioal.12G033600 (Phosphatidyl inositol monophosphate 5 kinase 4) was identified for net photosynthesis. ConclusionTaken together, GWAS and allele segregation analysis for key SNPs provided significant insights into the marker-trait associations, which can be further utilized in breeding programs to improve climate resilience in greater yam.

plant biology↗