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1.
Front Microbiol ; 15: 1356050, 2024.
Article in English | MEDLINE | ID: mdl-38476952

ABSTRACT

The search for the minimum information required for an organism to sustain a cellular system network has rendered both the identification of a fixed number of known genes and those genes whose function remains to be identified. The approaches used in such search generally focus their analysis on coding genomic regions, based on the genome to proteic-product perspective. Such approaches leave other fundamental processes aside, mainly those that include higher-level information management. To cope with this limitation, a non-genocentric approach based on genomic sequence analysis using language processing tools and gene ontology may prove an effective strategy for the identification of those fundamental genomic elements for life autonomy. Additionally, this approach will provide us with an integrative analysis of the information value present in all genomic elements, regardless of their coding status.

2.
Appl Microbiol Biotechnol ; 107(4): 1421-1438, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36651929

ABSTRACT

Kluyveromyces marxianus is a non-conventional yeast with outstanding physiological characteristics and a high potential for lignocellulosic ethanol production. However, achieving high ethanol productivity requires overcoming several biotechnological challenges due to the cellular inhibition caused by the inhibitors present in the medium. In this work, K. marxianus SLP1 was adapted to increase its tolerance to a mix of inhibitory compounds using the adaptive laboratory evolution strategy to study the adaptation and stress response mechanisms used by this non-Saccharomyces yeast. The fermentative and physiological parameters demonstrated that the adapted K. marxianus P8 had a better response against the synergistic effects of multiple inhibitors because it reduced the lag phase from 12 to 4 h, increasing the biomass by 40% and improving the volumetric ethanol productivity 16-fold than the parental K. marxianus SLP1. To reveal the effect of adaptation process in P8, transcriptome analysis was carried out; the result showed that the basal gene expression in P8 changed, suggesting the biological capability of K. marxianus to activate the adaptative prediction mechanism. Similarly, we carried out physiologic and transcriptome analyses to reveal the mechanisms involved in the stress response triggered by furfural, the most potent inhibitor in K. marxianus. Stress response studies demonstrated that P8 had a better physiologic response than SLP1, since key genes related to furfural transformation (ALD4 and ALD6) and stress response (STL1) were upregulated. Our study demonstrates the rapid adaptability of K. marxianus to stressful environments, making this yeast a promising candidate to produce lignocellulosic ethanol. KEY POINTS: • K. marxianus was adapted to increase its tolerance to a mix of inhibitory compounds • The basal gene expression of K. marxianus changed after the adaptation process • Adapted K. marxianus showed a better physiological response to stress by inhibitors • Transcriptome analyses revealed key genes involved in the stress response.


Subject(s)
Furaldehyde , Kluyveromyces , Furaldehyde/metabolism , Kluyveromyces/genetics , Kluyveromyces/metabolism , Gene Expression Profiling , Fermentation , Ethanol/metabolism
3.
Toxins (Basel) ; 14(5)2022 04 21.
Article in English | MEDLINE | ID: mdl-35622542

ABSTRACT

The transcriptome of the venom glands of the Phoneutria depilata spider was analyzed using RNA-seq with an Illumina protocol, which yielded 86,424 assembled transcripts. A total of 682 transcripts were identified as potentially coding for venom components. Most of the transcripts found were neurotoxins (156) that commonly act on sodium and calcium channels. Nevertheless, transcripts coding for some enzymes (239), growth factors (48), clotting factors (6), and a diuretic hormone (1) were found, which have not been described in this spider genus. Furthermore, an enzymatic characterization of the venom of P. depilata was performed, and the proteomic analysis showed a correlation between active protein bands and protein sequences found in the transcriptome. The transcriptomic analysis of P. depilata venom glands show a deeper description of its protein components, allowing the identification of novel molecules that could lead to the treatment of human diseases, or could be models for developing bioinsecticides.


Subject(s)
Spider Venoms , Spiders , Animals , Colombia , Proteomics , Spider Venoms/genetics , Spider Venoms/metabolism , Spiders/genetics , Transcriptome
4.
Toxins (Basel) ; 14(4)2022 03 31.
Article in English | MEDLINE | ID: mdl-35448857

ABSTRACT

Enzymes are an integral part of animal venoms. Unlike snakes, in which enzymes play a primary role in envenomation, in scorpions, their function appears to be ancillary in most species. Due to this, studies on the diversity of scorpion venom components have focused primarily on the peptides responsible for envenomation (toxins) and a few others (e.g., antimicrobials), while enzymes have been overlooked. In this work, a comprehensive study on enzyme diversity in scorpion venoms was performed by transcriptomic and proteomic techniques. Enzymes of 63 different EC types were found, belonging to 330 orthogroups. Of them, 24 ECs conform the scorpion venom enzymatic core, since they were determined to be present in all the studied scorpion species. Transferases and lyases are reported for the first time. Novel enzymes, which can play different roles in the venom, including direct toxicity, as venom spreading factors, activators of venom components, venom preservatives, or in prey pre-digestion, were described and annotated. The expression profile for transcripts coding for venom enzymes was analyzed, and shown to be similar among the studied species, while being significantly different from their expression pattern outside the telson.


Subject(s)
Scorpion Venoms , Animals , Peptides/metabolism , Proteomics/methods , Scorpion Venoms/metabolism , Scorpion Venoms/toxicity , Scorpions/genetics , Transcriptome
5.
G3 (Bethesda) ; 12(1)2022 01 04.
Article in English | MEDLINE | ID: mdl-34718545

ABSTRACT

The yeast Kluyveromyces marxianus SLP1 has the potential for application in biotechnological processes because it can metabolize several sugars and produce high-value metabolites. K. marxianus SLP1 is a thermotolerant yeast isolated from the mezcal process, and it is tolerant to several cell growth inhibitors such as saponins, furan aldehydes, weak acids, and phenolics compounds. The genomic differences between dairy and nondairy strains related to K. marxianus variability are a focus of research attention, particularly the pathways leading this species toward polyploidy. We report the diploid genome assembly of K. marxianus SLP1 nonlactide strain into 32 contigs to reach a size of ∼12 Mb (N50 = 1.3 Mb) and a ∼39% GC content. Genome size is consistent with the k-mer frequency results. Genome annotation by Funannotate estimated 5000 genes in haplotype A and 4910 in haplotype B. The enriched annotated genes by ontology show differences between alleles in biological processes and cellular component. The analysis of variants related to DMKU3 and between haplotypes shows changes in LAC12 and INU1, which we hypothesize can impact carbon source performance. This report presents the first polyploid K. marxianus strain recovered from nonlactic fermenting medium.


Subject(s)
Diploidy , Kluyveromyces , Biotechnology , Genome, Fungal , Kluyveromyces/genetics , Kluyveromyces/metabolism , Saccharomyces cerevisiae/genetics
6.
Expert Rev Proteomics ; 17(1): 67-83, 2020 01.
Article in English | MEDLINE | ID: mdl-31834817

ABSTRACT

Introduction: A few scorpions are dangerous to humans. Their medical relevance was the initial driving force for venom research. By classical biochemistry and molecular cloning, several venom peptides and their coding transcripts were characterized, mainly those related to toxins. The discovery of other components with novel activities and potential applications has revitalized the interest in the field in the last decade and a half. Nontoxic scorpion species have also attracted major interest.Areas covered: Advances in the identification of scorpion venom components via high-throughput venomics (genomics, transcriptomics and proteomics) up to 2019 are summarized. A classification system for venom-related transcripts and proteins, together with an intuitive systematic nomenclature for RNAseq-generated transcripts are proposed. Venom components classified as Na+, K+, Ca2+, Cl- and TRP channel toxins, enzymes, protease inhibitors, host defense peptides and other peptidic molecules are briefly reviewed, giving a comprehensive picture of the venom.Expert opinion: Modern high-throughput technologies applied to scorpion venom studies have resulted in a dramatic increase in both, the number and diversity of available sequences, leading to a deeper understanding of the composition of scorpion venoms. Still, many newly-discovered venom constituents remain to be characterized, to complete the puzzle of scorpion venoms.


Subject(s)
Scorpion Venoms/chemistry , Animals , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/classification , Enzyme Inhibitors/toxicity , Humans , Membrane Transport Modulators/chemistry , Membrane Transport Modulators/classification , Membrane Transport Modulators/toxicity , Scorpion Venoms/classification , Scorpion Venoms/toxicity
7.
Toxins (Basel) ; 9(12)2017 12 12.
Article in English | MEDLINE | ID: mdl-29231872

ABSTRACT

This communication reports a further examination of venom gland transcripts and venom composition of the Mexican scorpion Thorellius atrox using RNA-seq and tandem mass spectrometry. The RNA-seq, which was performed with the Illumina protocol, yielded more than 20,000 assembled transcripts. Following a database search and annotation strategy, 160 transcripts were identified, potentially coding for venom components. A novel sequence was identified that potentially codes for a peptide with similarity to spider ω-agatoxins, which act on voltage-gated calcium channels, not known before to exist in scorpion venoms. Analogous transcripts were found in other scorpion species. They could represent members of a new scorpion toxin family, here named omegascorpins. The mass fingerprint by LC-MS identified 135 individual venom components, five of which matched with the theoretical masses of putative peptides translated from the transcriptome. The LC-MS/MS de novo sequencing allowed to reconstruct and identify 42 proteins encoded by assembled transcripts, thus validating the transcriptome analysis. Earlier studies conducted with this scorpion venom permitted the identification of only twenty putative venom components. The present work performed with more powerful and modern omic technologies demonstrates the capacity of accomplishing a deeper characterization of scorpion venom components and the identification of novel molecules with potential applications in biomedicine and the study of ion channel physiology.


Subject(s)
Proteome , Scorpion Venoms , Scorpions , Transcriptome , Animals , Drug Discovery , Gene Expression Profiling , Humans , Ion Channels/antagonists & inhibitors , Proteomics , RNA/isolation & purification , Scorpion Venoms/genetics , Scorpion Venoms/metabolism , Scorpion Venoms/pharmacology , Scorpions/metabolism
8.
Int J Gynecol Cancer ; 23(7): 1198-204, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23873179

ABSTRACT

INTRODUCTION: The expression of plasminogen activator inhibitor type 1 (PAI-1), vascular endothelial growth factor (VEGF), and transforming growth factor ß1 (TGF-ß1) participates in the angiogenesis of several cancer types. The goal of this study was to investigate polymorphisms in genes related to angiogenesis (PAI-1-675 4G/5G, VEGF C936T, and TGF-ß1 G-800A) to evaluate the risk for developing uterine cervical cancer (UCC). METHODS: In a case-control study, 100 healthy subjects and 100 patients with UCC from Mexico were included. We determined the genetic profile of the polymorphic markers, which were evaluated by polymerase chain reaction using a sequence-specific primer. RESULTS: There was no statistical difference in the allele distribution from the intergroup comparisons of PAI-1 675 4G/5G and VEGF C936T data; however, a significant difference was observed within TGF-ß1 G-800A. The linkage disequilibrium analysis revealed that PAI-1 -675 4G and TGF-ß1 -800A pair-haplotype was in strong linkage disequilibrium with a significantly increased risk (odds ratio, 3.44; 95% confidence interval, 1.66-7.25) to UCC. CONCLUSIONS: The polymorphisms in the genes related to angiogenesis -675 4G/5G PAI-1 and G-800A TGF-ß1, segregated solely or combined, might contribute to the increased susceptibility to UCC in a Mexican population.


Subject(s)
Biomarkers, Tumor/genetics , Neovascularization, Pathologic/genetics , Plasminogen Activator Inhibitor 1/genetics , Polymorphism, Single Nucleotide/genetics , Transforming Growth Factor beta1/genetics , Uterine Cervical Neoplasms/genetics , Vascular Endothelial Growth Factor A/genetics , Adolescent , Adult , Case-Control Studies , Cervix Uteri/metabolism , Female , Genetic Predisposition to Disease , Genotype , Haplotypes/genetics , Humans , Linkage Disequilibrium , Mexico/epidemiology , Polymerase Chain Reaction , Prognosis , Uterine Cervical Neoplasms/epidemiology , Young Adult
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