Codon Usage Of Genes Research Articles

Link Between Individual Codon Frequencies and Protein Expression: Going Beyond Codon Adaptation Index.

An important role of a particular synonymous codon composition of a gene in its expression level is well known. There are a number of algorithms optimizing codon usage of recombinant genes to maximize their expression in host cells. Nevertheless, the underlying mechanism remains unsolved and is of significant relevance. In the realm of modern biotechnology, directing protein production to a specific level is crucial for metabolic engineering, genome rewriting and a growing number of other applications. In this study, we propose two new simple statistical and empirical methods for predicting the protein expression level from the nucleotide sequence of the corresponding gene: Codon Expression Index Score (CEIS) and Codon Productivity Score (CPS). Both of these methods are based on the influence of each individual codon in the gene on the overall expression level of the encoded protein and the frequencies of isoacceptors in the species. Our predictions achieve a correlation level of up to r = 0.7 with experimentally measured quantitative proteome data of Escherichia coli, which is superior to any previously proposed methods. Our work helps understand how codons determine protein abundances. Based on these methods, it is possible to design proteins optimized for expression in a particular organism.

Comparative mitochondrial genomics of Terniopsis yongtaiensis in Malpighiales: structural, sequential, and phylogenetic perspectives

BackgroundTerniopsis yongtaiensis, a member of the Podostemaceae family, is an aquatic flowering plant displaying remarkable adaptive traits that enable survival in submerged, turbulent habitats. Despite the progressive expansion of chloroplast genomic information within this family, mitochondrial genome sequences have yet to be reported.ResultsIn current study, the mitochondrial genome of the T. yongtaiensis was characterized by a circular genome of 426,928 bp encoding 31 protein-coding genes (PCGs), 18 tRNAs, and 3 rRNA genes. Our comprehensive analysis focused on gene content, repeat sequences, RNA editing processes, intracellular gene transfer, phylogeny, and codon usage bias. Numerous repeat sequences were identified, including 130 simple sequence repeats, 22 tandem repeats, and 220 dispersed repeats. Phylogenetic analysis positioned T. yongtaiensis (Podostemaceae) within the Malpighiales order, showing a close relationship with the Calophyllaceae family, which was consistent with the APG IV classification. A comparative analysis with nine other Malpighiales species revealed both variable and conserved regions, providing insights into the genomic evolution within this order. Notably, the GC content of T. yongtaiensis was distinctively lower compared to other Malpighilales, primarily due to variations in non-coding regions and specific protein-coding genes, particularly the nad genes. Remarkably, the number of RNA editing sites was low (276), distributed unevenly across 27 PCGs. The dN/dS analysis showed only the ccmB gene of T. yongtaiensis was positively selected, which plays a crucial role in cytochrome c biosynthesis. Additionally, there were 13 gene-containing homologous regions between the mitochondrial and chloroplast genomes of T. yongtaiensis, suggesting the gene transfer events between these organellar genomes.ConclusionsThis study assembled and annotated the first mitochondrial genome of the Podostemaceae family. The comparison results of mitochondrial gene composition, GC content, and RNA editing sites provided novel insights into the adaptive traits and genetic reprogramming of this aquatic eudicot group and offered a foundation for future research on the genomic evolution and adaptive mechanisms of Podostemaceae and related plant families in the Malpighiales order.

Codon usage and expression-based features significantly improve prediction of CRISPR efficiency

CRISPR is a precise and effective genome editing technology; but despite several advancements during the last decade, our ability to computationally design gRNAs remains limited. Most predictive models have relatively low predictive power and utilize only the sequence of the target site as input. Here we suggest a new category of features, which incorporate the target site genomic position and the presence of genes close to it. We calculate four features based on gene expression and codon usage bias indices. We show, on CRISPR datasets taken from 3 different cell types, that such features perform comparably with 425 state-of-the-art predictive features, ranking in the top 2–12% of features. We trained new predictive models, showing that adding expression features to them significantly improves their r2 by up to 0.04 (relative increase of 39%), achieving average correlations of up to 0.38 on their validation sets; and that these features are deemed important by different feature importance metrics. We believe that incorporating the target site’s position, in addition to its sequence, in features such as we have generated here will improve our ability to predict, design and understand CRISPR experiments going forward.

Stop Codon Usage of Three Gene Families in Selected Medical Insects, and their Phylogenetic Relationships

Medical insects pose significant health risks, transmitting disease causing agents with significant morbidity and mortality globally. Understanding their genetic composition and evolutionary relationship is crucial to developing control techniques to combat them. This study aims to compare the stop codon usage of gustatory, odorant and kinase genes, and assess their use as markers for evaluating the phylogenetic relationship between selected medical insects. Fifteen genes from three gene families including gustatory receptors, odorant receptors, and kinases were studied in thirty-four insect species. Gene and transcript sequences were retrieved from Ensembl Metazoa database. The stop codon usage was obtained by identifying the stop codon present at the end of the transcript sequences. Multiple sequence alignment of the gene sequences was performed and phylogenetic trees were computed. There were variations in the stop codon usage across the different insect species. The odorant receptor and kinase genes grouped the insects into two major clusters. The stop codon usage highlighted the variation within and among the species. The phylogenetic analysis results supported existing insect classification. These approaches could be considered for phylogenetic analyses of other arthropod groups. Accurate measurement of stop codon usage will be important for understanding natural selection, the genetic variation of coding sequences of genes, and useful in design of more efficient expression constructs in gene-editing techniques for vector control.

First complete mitochondrial genome of Pselliophora (Diptera, Tipulidae): genome description and phylogenetic implications

Pselliophora is widely distributed in Eurasia and China. To explore the characteristics of the mitogenome of Pselliophora and reveal phylogenetic relationships, the mitogenome of Pselliophora bifascipennis Brunetti, 1911 was sequenced and annotated. This is the first complete mitochondrial genome in this genus. Its mitogenome is 15821 bp in length, containing 13 protein-coding genes, 22 tRNA and 2 rRNA genes. Nucleotide compositions of its whole mitogenome are 39.09% for A, 38.49% for T, 13.42% for C, and 9.01% for G. Consistent with previous observations of Tipulidae species, the mitogenome of Pselliophora bifascipennis is highly conserved in gene size, organization and codon usage, and secondary structures of tRNAs. Most tRNAs have the typical clover-leaf structure. The control region is 1006 bp long with an A + T content of 92.7%. Phylogenetic tree analysis using the sequences of the mitochondrial genomes of Pselliophora bifascipennis and other Tipulidae species showed that Pselliophora bifascipennis is closely related to Tanyptera hebeiensis. These two species are grouped on the same branch, which is in accordance with the traditional morphological classification. The results of this study lay a foundation for screening molecular markers of mitochondrion for molecular identification and genetic structure research in Tipulidae species.

Understanding the nucleotide composition and patterns of codon usage in the expression of human oral cancer genes

Oral squamous cell carcinoma (OSCC) is primarily known as oral cancer (OC) that mostly occurs in mouth, lips and tongue. Mutations in some of the genes cause OC and some genes are risk factors for progression of OC. In this study, we analyzed the compositional features and pattern of codon usage in genes involved in OC using computational method as no work was reported yet. Compositional features suggested that the overall GC content was higher i.e. genes were GC rich. Effective number of codons (ENC) values ranged from 34.6 to 55.9 with a mean value of 49.03±4.22 representing low codon usage bias (CUB). Correspondence analysis (COA) suggested that the codon usage pattern was different in different genes. In genes associated with OC, highly significant correlation was observed between GC12 and GC3 (r=0.454, p<0.01) suggesting that directional mutation affected all the three codon positions. This is the first report on pattern of codon usage pattern on genes involved in OC, which not only alludes a new perspective for elucidating the mechanisms of biased usage of synonymous codons but also provide valuable clues for molecular genetic engineering.

Characteristics and Comparative Analysis of Mitochondrial Genomes of the Aphid Genus Hyalopterus Koch (Hemiptera: Aphididae: Aphidinae).

Using Illumina sequencing technology, we generated complete mitochondrial genomes (mitogenomes) of three constituent species of the aphid genus Hyalopterus Koch, Hyalopterus amygdali (Blanchard), Hyalopterus arundiniformis Ghulamullah, and Hyalopterus pruni (Geoffroy). The sizes of the Hyalopterus mitogenomes range from 15,306 to 15,410 bp, primarily due to variations in the length of non-coding regions. The Hyalopterus mitogenomes consist of 37 coding genes arranged in the order of the ancestral insect mitogenome, a control region, and a repeat region between trnE and trnF. According to the COI-based analysis, one previously reported mitogenome of H. pruni should be assigned to H. arundiniformis. The gene order, nucleotide composition, and codon usage in the Hyalopterus mitogenomes are highly conserved and similar to those of other species of Aphidinae. The tandem repeat units differ in nucleotide composition, length, and copy number across three Hyalopterus species. Within the widespread Eurasian species H. arundiniformis, variation in repeat units among different geographic populations is observed, indicating that the repeat region may provide valuable insights for studying the intraspecific diversification of aphids. Phylogenetic analyses based on 28 complete mitogenomes of Aphidinae supported the monophyly of Aphidinae, Aphidini, Macrosiphini, and two subtribes of Aphidini. Hyalopterus was monophyletic. H. amygdali and H. pruni formed a sister group, while H. arundiniformis was placed basally. Characterization of the mitogenomes of Hyalopterus provides valuable resources for further comparative studies and for advancing our understanding of the aphid mitogenome architecture.

Patterns of Change in Nucleotide Diversity Over Gene Length.

Nucleotide diversity at a site is influenced by the relative strengths of neutral and selective population genetic processes. Therefore, attempts to estimate Effective population size based on the diversity of synonymous sites demand a better understanding of their selective constraints. The nucleotide diversity of a gene was previously found to correlate with its length. In this work, I measure nucleotide diversity at synonymous sites and uncover a pattern of low diversity towards the translation initiation site of a gene. The degree of reduction in diversity at the translation initiation site and the length of this region of reduced diversity can be quantified as "Effect Size" and "Effect Length" respectively, using parameters of an asymptotic regression model. Estimates of Effect Length across bacteria covaried with recombination rates as well as with a multitude of translation-associated traits such as the avoidance of mRNA secondary structure around translation initiation site, the number of rRNAs, and relative codon usage of ribosomal genes. Evolutionary simulations under purifying selection reproduce the observed patterns and diversity-length correlation and highlight that selective constraints on the 5'-region of a gene may be more extensive than previously believed. These results have implications for the estimation of effective population size, and relative mutation rates, and for genome scans of genes under positive selection based on "silent-site" diversity.

Mitochondrial genomes of Nemourinae species (Plecoptera: Nemouridae) and the phylogenetic implications.

Currently, the classification system of 2 subfamilies within Nemouridae has been widely accepted. However, monophyly of 2 subfamilies has not been well supported by molecular evidence. To date, only mitogenomes from genus Nemoura of the subfamily Nemourinae were used in previous phylogenetic studies and produced conflicting results with morphological studies. Herein, we analyzed mitogenomes of 3 Nemourinae species to reveal their mitogenomic characteristics and to examine genus-level classification among Nemouridae. In this study, the genome organization of 3 mitogenomes is highly conserved in gene order, nucleotide composition, codon usage, and amino acid composition. In 3 Nemourinae species, there is a high variation in nucleotide diversity among the 13 protein-coding genes (PCGs). The Ka/Ks values for all PCGs were far lower than 1, indicating that these genes were evolving under purifying selection. The phylogenetic analyses highly support Nemurella as the sister group to Ostrocerca. Meanwhile, Nemoura is recovered as the sister group of Malenka; they are grouped with other Amphinemurinae and emerged from a paraphyletic Nemourinae. More molecular data from different taxonomic groups are needed to understand stoneflies phylogeny and evolution.

Selection on synonymous sites: the unwanted transcript hypothesis.

Although translational selection to favour codons that match the most abundant tRNAs is not readily observed in humans, there is nonetheless selection in humans on synonymous mutations. We hypothesize that much of this synonymous site selection can be explained in terms of protection against unwanted RNAs - spurious transcripts, mis-spliced forms or RNAs derived from transposable elements or viruses. We propose not only that selection on synonymous sites functions to reduce the rate of creation of unwanted transcripts (for example, through selection on exonic splice enhancers and cryptic splice sites) but also that high-GC content (but low-CpG content), together with intron presence and position, is both particular to functional native mRNAs and used to recognize transcripts as native. In support of this hypothesis, transcription, nuclear export, liquid phase condensation and RNA degradation have all recently been shown to promote GC-rich transcripts and suppress AU/CpG-rich ones. With such 'traps' being set against AU/CpG-rich transcripts, the codon usage of native genes has, in turn, evolved to avoid such suppression. That parallel filters against AU/CpG-rich transcripts also affect the endosomal import of RNAs further supports the unwanted transcript hypothesis of synonymous site selection and explains the similar design rules that have enabled the successful use of transgenes and RNA vaccines.

The complete chloroplast genome sequence of Lithospermum erythrorhizon: Insights into the phylogenetic relationship among Boraginaceae species and the maternal lineages of purple gromwells

In Japan, Lithospermum erythrorhizon grows in the wild, and its roots are traditionally used for dyeing and medicinal purposes. However, due to excessive harvesting and changes in the natural environment, the population of this species has significantly declined over the past decades. To conserve the domestic varieties, it is important to obtain genomic information that accurately represents their pure lineage. The objective of this study was to characterize the chloroplast genome, which serves as a valuable phylogenetic marker, using next-generation sequencing. The results revealed that the DNA has a typical quadripartite structure, spanning 150,478 bp with a GC content of 35.5%. A total of 113 unique genes are encoded, including 80 protein-coding genes, 4 ribosomal RNA genes, and 29 transfer RNA genes. Comparative plastome analyses involving 13 Boraginaceae species, including L. erythrorhizon, showed high similarities in the gene order and codon usage, while an accelerated substitution rate was observed in matK. Phylogenetic analyses using this gene and 71 common protein-coding genes indicated a close evolutional relationship between L. erythrorhizon and Glandora prostrata. Furthermore, when comparing the chloroplast genome assembly data of a Chinese variety, a total of 44 structural variants were identified. Most of these variants were mononucleotide or dinucleotide in size, but a 70 bp insertion/deletion was identified in the intergenic region flanked by the accD and psaI genes. The presence of this relatively substantial structural variant indicates that the maternal lineages of the Japanese and Chinese varieties examined in this study are distinctly different.

Recent developments in heterologous production of cellulases and xylanases using the Pichia pastoris expression system

AbstractThe yeast expression system, Pichia pastoris, is one of the most robust and versatile expression systems in biotechnology and molecular biology, generally considered as a safe host for heterologous protein expression, especially for producing cellulases and xylanases at the industrial level. Despite the high recombinant protein expression rate, the potential of the P. pastoris expression system has still not been fully explored. Cultivation of P. pastoris under optimized conditions greatly relies on the strain and is associated with certain problems such as promoter strength, sensitivity to methanol, and oxygen demand. To address these issues, different genetic engineering strategies have been employed. Advancements in promoter engineering, optimization of gene dosage and codon usage, recombinant plasmid engineering using CRISPR/Cas9 system, and directed evolution strategies have proven beneficial to the yield of cellulase expression levels. This study will systemically review recent progress in various genetic engineering strategies to enhance cellulase and xylanase expression in the P. pastoris expression system. The utilization of alcohol oxidase 1 promoter (pAOX1), methanol‐free system, and recombinant plasmid engineering for improved production of these enzymes are highlighted. Additionally, we discuss the recent advancements in the P. pastoris expression system toolbox for improved cellulase and xylanase production, thus providing a deep insight into how P. pastoris is becoming the indispensable platform for heterologous protein production. © 2023 Society of Chemical Industry (SCI).

Comparative analysis of mitogenomes among three species of grasshoppers (Orthoptera: Acridoidea: Gomphocerinae) and their phylogenetic implications.

Whole mitochondrial genomes have been widely used in phylogenetic analysis, population genetics and biogeography studies. This study sequenced and characterized three complete mitochondrial genomes (Dasyhippus peipingensis, Myrmeleotettix palpalis, Aeropedellus prominemarginis) and determined their phylogenetic position in Acrididae. The length of the mitochondrial genomes ranged from 15,621-15,629 bp and composed of 13 PCGs, 2 rRNA, 22 tRNA genes and an AT control region. The arrangement and structure of the mitochondrial genomes were similar to those of other invertebrates. Comparative genomics revealed that the three mitochondrial genomes were highly conserved in terms of gene size, structure, and codon usage, all PCGs were purified selections with an ATN start codon and a TAN stop codon. All tRNAs could be folded into the typical clover-leaf structure, except tRNA Ser (AGN) that lacked a dihydrouridine (DHU) arm. Phylogenetic analysis based on 13 PCGs of 34 Acrididae species and seven outgroup species revealed that differences in the shape of antennae within the family Acrididae should be given less weight as a taxonomic character for higher-level classification. Moreover, the divergence time estimates indicates that in Gomphocerinae, the species with clubbed antennae were formed within the nearest 18 Mya, and Pacris xizangensis is more ancient.

Phosphate Limitation Responses in Marine Green Algae Are Linked to Reprogramming of the tRNA Epitranscriptome and Codon Usage Bias.

Marine algae are central to global carbon fixation, and their productivity is dictated largely by resource availability. Reduced nutrient availability is predicted for vast oceanic regions as an outcome of climate change; however, there is much to learn regarding response mechanisms of the tiny picoplankton that thrive in these environments, especially eukaryotic phytoplankton. Here, we investigate responses of the picoeukaryote Micromonas commoda, a green alga found throughout subtropical and tropical oceans. Under shifting phosphate availability scenarios, transcriptomic analyses revealed altered expression of transfer RNA modification enzymes and biased codon usage of transcripts more abundant during phosphate-limiting versus phosphate-replete conditions, consistent with the role of transfer RNA modifications in regulating codon recognition. To associate the observed shift in the expression of the transfer RNA modification enzyme complement with the transfer RNAs encoded by M. commoda, we also determined the transfer RNA repertoire of this alga revealing potential targets of the modification enzymes. Codon usage bias was particularly pronounced in transcripts encoding proteins with direct roles in managing phosphate limitation and photosystem-associated proteins that have ill-characterized putative functions in "light stress." The observed codon usage bias corresponds to a proposed stress response mechanism in which the interplay between stress-induced changes in transfer RNA modifications and skewed codon usage in certain essential response genes drives preferential translation of the encoded proteins. Collectively, we expose a potential underlying mechanism for achieving growth under enhanced nutrient limitation that extends beyond the catalog of up- or downregulated protein-encoding genes to the cell biological controls that underpin acclimation to changing environmental conditions.

Comparative Mitogenome Analyses Uncover Mitogenome Features and Phylogenetic Implications of the Reef Fish Family Holocentridae (Holocentriformes).

To understand the molecular mechanisms and adaptive strategies of holocentrid fish, we sequenced the mitogenome of eight species within the family Holocentridae and compared them with six other holocentrid species. The mitogenomes were found to be 16,507-16,639 bp in length and to encode 37 typical mitochondrial genes, including 13 PCGs, two ribosomal RNAs, and 22 transfer RNA genes. Structurally, the gene arrangement, base composition, codon usage, tRNA size, and putative secondary structures were comparable between species. Of the 13 PCGs, nad6 was the most specific gene that exhibited negative AT-skews and positive GC-skews. Most of the genes begin with the standard codon ATG, except cox1, which begins with the codon GTG. By examining their phylogeny, Sargocentron and Neoniphon were verified to be closely related and to belong to the same subfamily Holocentrinae, while Myripristis and Ostichthys belong to the other subfamily Myripristinae. The subfamilies were clearly distinguished by high-confidence-supported clades, which provide evidence to explain the differences in morphology and feeding habits between the two subfamilies. Selection pressure analysis indicated that all PCGs were subject to purifying selection. Overall, our study provides valuable insight into the habiting behavior, evolution, and ecological roles of these important marine fish.

First mitochondrial genomes of the crane fly tribe Elephantomyiini (Diptera, Tipuloidea, Limoniidae): comparative analysis and phylogenetic implications

Limoniidae, the most speciose family in the superfamily Tipuloidea, consists of four subfamilies and more than 11,000 species. However, mitochondrial (mt) genome sequences, which have been widely used for phylogenetic study, are available for only 11 species across three subfamilies. Thus, a larger variety of mt genome sequences in Limoniidae are required to improve our understanding of tipuloid phylogeny and genomic evolution. Here we present mt genomes of Elephantomyia (Elephantomyia) inulta Alexander, 1938 and Helius (Helius) pluto Alexander, 1932, representing the first mt genomes of the tribe Elephantomyiini (Limoniidae). The two mt genomes are typical circular DNA molecules and show similar gene order, nucleotide composition and codon usage. Standard ATN start and TAR stop codons are present in most protein-coding genes. All transfer RNA (tRNA) genes exhibited the cloverleaf secondary structure typical for metazoans except in tRNASer(AGN), which lacks the dihydrouridine arm. Phylogenetic analyses were performed based on four nucleotide matrixes for the currently sequenced species of Tipuloidea using Bayesian inference and maximum likelihood methods. Four-cluster likelihood mapping was used to study incongruent signals between different topologies. Pediciidae is supported as the earliest lineage in Tipuloidea, and the sister-group relationship between Cylindrotomidae and Tipulidae is also supported, but the monophyly of Limoniidae is not supported. Our study also supports the monophyly of Elephantomyiini (Elephantomyia + Helius), as one of origins of flower-visiting in Limoniidae. Although Elephantomyiini is sister to Limoniinae + Epiphragma (Limnophilinae) in our study, a more precise understanding of its phylogenetic position in Tipuloidea will require additional studies that include a broader species sample.

Optimized expression and purification of a human adenosine deaminase in E. coli and characterization of its Asp8Asn variant

Homo sapiens adenosine deaminase isoform 1 (HsADA1) hydrolyzes adenosine and 2-deoxyadenosine as a key step in the purine nucleoside salvage pathway. Some HsADA1 mutations have severe deleterious effects, as is the case in a severe combined immunodeficiency resulting from loss of enzyme activity (ADA-SCID). Other mutations that reduce enzyme activity, for instance the Asp8Asn (D8N) variant, do not cause ADA-SCID but are correlated with other consequences to health. To ease further study of HsADA1 and its variants, we optimized an inexpensive, recombinant expression process in an Escherichia coli host through multiplexed parameter testing enabled by a lysate-based microtiter plate assay. We demonstrate the importance of gene codon usage, induction time and temperature, and alcohol supplementation towards improving enzyme yield to a final titer of 5 mg per liter of culture. We further show that use of a double-histidine-tag (his-tag) system greatly improves purity. We then utilize our expression and purification framework to produce the HsADA1 D8N variant, which had previously not been purified to homogeneity. We confirm that the D8N variant is ∼30% less active than the wildtype HsADA1 and show that it better retains its activity in human serum. Additionally, we show that both HsADA1 and the D8N variant have heightened activity in serum, driven in part by a previously undescribed phenomenon involving albumin. Therefore, this work presents a valuable process to produce HsADA1 that allows for insights into it and its variants’ behavior. We also confirm the utility of lysate-based activity assays towards finding optimal E. coli expression conditions for enzymes and show how fusing his-tags in tandem can enhance product purity.

Intracellular gene transfer and codon usage of cytoplasmic genomes in green plants

Abstract Intracellular gene transfer is widely recognized as one of the most important driving forces for species evolution. Here we investigated transferred cytoplasmic motifs in green plants including spore-bearing plants and seed-bearing plants (hereafter termed spore plants and seed plants) . Our analyses revealed that gene transfer in spore plants was characterized by shorter motifs than that of seed plants. Several spore species did not exhibit intracellular gene transfer. Meanwhile, high frequency transferred tRNA genes were identified with average values of minimum free energy at moderate level. From the chloroplast to the mitochondrial genome, trnP was found to have transferred with high frequency in green plants. In gene transfer from the mitochondrial to the chloroplast genome, trnN was found to be a highly transferred gene. We observed that several tRNA genes including trnF, trnW, and trnN were involved in bidirectional transfer, which may be related to application strategy of functional protein-coding genes in a plant’s adaptive evolution. Codon Adaptation Index (CAI) analysis showed that codon usage was unbalanced in spore and seed plants. CAI values for seed plants were higher than those for spore plants in general, which may reveal rapid divergence adaptability of codon usage in the former. These results provide novel insights into gene transfer and codon usage within cytoplasmic genomes.

The complete mitochondrial genome of the Indian dammer bee, Tetragonula iridipennis, and the phylogenomics of Meliponini

The Indian stingless bee Tetragonula iridipennis (Hymenoptera: Apidae), popularly recognized as the Indian dammer bee, is an economically important and widely distributed non-Apis bee species in India. The taxonomic gaps, systematics, evolutionary puzzles, and structural motifs within the mitogenomes of this species have rarely been examined and are not fully understood. Next-generation sequencing was employed to decipher the complete mitochondrial genome of T. iridipennis (15,045 bp). De novo genome assembly revealed that it encompasses 34 genes: protein-coding genes (13), transfer RNA (tRNAs) genes (19), and ribosomal RNA (rRNA) genes (2). Additionally, genome organization, including gene content, nucleotide composition, codon usage, and gene rearrangement, was investigated to better comprehend, utilize, and conserve this germplasm resource. The average gene length was 400 bp; maximum and minimum lengths were 1,530 bp (cox1) and 57 bp (tRNA-S1), respectively. Phylogenetic analysis has suggested that T. iridipennis is mostly closely related to T. pagdeni and Lepidotrigona species. All the stingless bee species (Meliponini) formed a distinct clade that shared a closer relationship with bumble bees (Bombini) than honey bees (Apini). The nucleotide composition of T. iridipennis was biased toward A+T, which accounted for 75.95% of the whole mitogenome. Length and compositional differences between T. iridipennis and other bees were detected, and gene order was compared. The mitogenome of T. iridipennis showed the highest gene rearrangement score (78), suggesting this species has a hyperactive evolutionary history. The variations of gene positions and gene rearrangement in the mitogenome could also aid in resolving the phylogenetic relationships and evolutionary history in Meliponini. Additionally, this is the first report of a complete mitochondrial genome sequence of T. iridipennis.

Application of codon usage and context analysis in genes up- or down-regulated in neurodegeneration and cancer to combat comorbidities.

Neurodegeneration and cancer present in comorbidities with inverse effects due to the expression of genes and pathways acting in opposition. Identifying and studying the genes simultaneously up or downregulated during morbidities helps curb both ailments together. This study examines four genes. Three of these (Amyloid Beta Precursor Protein (APP), Cyclin D1 (CCND1), and Cyclin E2 (CCNE2) are upregulated, and one protein phosphatase 2 phosphatase activator (PTPA) is simultaneously downregulated in both disorders. We investigated molecular patterns, codon usage, codon usage bias, nucleotide bias in the third codon position, preferred codons, preferred codon pairs, rare codons, and codon context. Parity analysis revealed that T is preferred over A, and G is preferred over C in the third codon position, suggesting composition plays no role in nucleotide bias in both the upregulated and downregulated gene sets and that mutational forces are stronger in upregulated gene sets than in downregulated ones. Transcript length influenced the overall %A composition and codon bias, and the codon AGG exerted the strongest influence on codon usage in both the upregulated and downregulated gene sets. Codons ending in G/C were preferred for 16 amino acids, and glutamic acid-, aspartic acid-, leucine-, valine-, and phenylalanine-initiated codon pairs were preferred in all genes. Codons CTA (Leu), GTA (Val), CAA (Gln), and CGT (Arg) were underrepresented in all examined genes. Using advanced gene editing tools such as CRISPR/Cas or any other gene augmentation technique, these recoded genes may be introduced into the human body to optimize gene expression levels to augment neurodegeneration and cancer therapeutic regimens simultaneously.