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1.
Curr Issues Mol Biol ; 46(6): 6186-6198, 2024 Jun 19.
Artículo en Inglés | MEDLINE | ID: mdl-38921040

RESUMEN

The family Scolopacidae presents a valuable subject for evolutionary research; however, molecular studies of Scolopacidae are still relatively understudied, and the phylogenetic relationships of certain species remain unclear. In this study, we sequenced and obtained complete mitochondrial DNA (mtDNA) from Actitis hypoleucos and partial mtDNA from Numenius arquata, Limosa limosa, and Limnodromus semipalmatus. The complete mtDNA contained 13 protein-coding genes (PCGs), two ribosomal RNA genes, 22 tRNA genes, and a control region. Scolopacidae contained three types of start codons and five types of stop codons (including one incomplete stop codon, T--). In 13 protein-coding genes, average uncorrected pairwise distances (Aupd) revealed that ATP8 was the least conserved while COX3 had the lowest evolutionary rate. The ratio of Ka/Ks suggested that all PCGs were under purifying selection. Using two methods (maximum likelihood and Bayesian inference) to analyze the phylogenetic relationships of the family Scolopacidae, it was found that the genera Xenus and Actitis were clustered into another sister group, while the genus Phalaropus is more closely related to the genus Tringa. The genera Limnodromus, Gallinago, and Scolopax form a monophyletic group. This study improves our understanding of the evolutionary patterns and phylogenetic relationships of the family Scolopacidae.

2.
Curr Genomics ; 24(4): 263-272, 2023 Dec 12.
Artículo en Inglés | MEDLINE | ID: mdl-38169623

RESUMEN

Background: The Charadriiformes provide a good source for researching evolution owing to their diverse distribution, behavior, morphology, and ecology. However, in the Charadrii, family-level relationships remain understudied, and the monophyly of Charadriidae is also a subject of controversy. Methods: In the present study, we generated complete mitogenomes for two species, Charadrius leschenaultii and Charadrius mongolus, which were found to be 16,905 bp and 16,844 bp in length, respectively. Among the 13 protein codon genes, we observed variation in the rate of non-synonymous substitution rates, with the slowest rate found in COI and the fastest rate observed in ATP8. The Ka/Ks ratio for all Charadriidae species was significantly lower than one, which inferred that the protein-coding genes underwent purifying selection. Results: Phylogenetic analysis based on the genes of Cyt b, 12S and ND2 revealed that the genus Pluvialis is the sister group of three families (Haematopodidae, Ibidorhynchidae, Recurvirostridae). However, the phylogenetic analysis based on complete mitogenomes indicated that the genus Pluvialis is within the Charadriidae family. Conclusion: This study highlights the importance of carefully selecting the number of genes used to obtain accurate estimates of the species tree. It also suggests that relying on partial mtDNA genes with fast-evolving rates may lead to misleading results when resolving the Pluvialis sister group. Future research should focus on sequencing more mitogenomes at different taxonomic levels to gain a better understanding of the features and phylogenetic relationships within the Charadriiformes order.

3.
Mol Phylogenet Evol ; 169: 107394, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35045310

RESUMEN

Extremely heterogeneous topography and complex paleoclimatic history of the Qinghai-Tibet Plateau (QTP) have a key role in promoting genetic divergence among populations and lineage/species formation. Here, we sequenced one nuclear and three mitochondrial markers of 532 individuals from the entire range of the Phrynocephalus vlangalii species complex including two species, P. putjatai and P. vlangalii, endemic to the northern QTP. We integrated multilocus phylogeny, demographic analysis and geographic barrier detection to evaluate the population structure and dynamics. We found a new mitochondrial clade (PV-I) in the Gonghe County population of P. vlangalii, partial mitochondrial DNA replacement within P. vlangalii and complete mitochondrial DNA replacement between P. putjatai and P. vlangalii. Neutrality test, mismatch distribution analysis and Extended Bayesian Skyline Plot (EBSP) analysis all supported a significant expansion of the Qaidam Basin population of P. vlangalii (PV-II-2) from 0.091 to 0.026 Ma after Penultimate Glaciation. The uplift of the Arjin and Anyemanqen Mountains during the Kunhuang Movement (∼1.2 Ma) split populations of P. vlangalii in Akesai, Qaidam Basin and source of the Yellow River. The uplift of the Elashan Mountains during the second phase of the Qingzang Movement (∼2.5 Ma) contributed to the divergence of the Gonghe County population of P. vlangalii from other conspecific populations. The third phase of the Qingzang Movement (∼1.7 Ma) contributed to the divergence of the Xinghai population of P. vlangalii from P. putjatai and to the divergence of the northern populations of P. putjatai from the southern conspecific populations. Our data support the idea that the geological and climatic changes following the orogeny of the QTP may have promoted population differentiation and shaped the current population patterns of the P. vlangalii species complex in the northeastern QTP.


Asunto(s)
Variación Genética , Lagartos , Animales , Teorema de Bayes , China , ADN Mitocondrial/química , ADN Mitocondrial/genética , Humanos , Lagartos/genética , Filogenia , Filogeografía , Tibet
4.
Genomics ; 113(4): 2526-2536, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34051326

RESUMEN

Characterizating the complete mitochondrial genome (mitogenome) of an organism allows detailed genomic studies in systematics and evolution. The present study decodes the mitogenome (17,062 bp) of the many-lined sun skink, Eutropis multifasciata, using next-generation sequencing. To compare the diversity of mitogenomic structure and investigate intraspecific evolutionary relationships among the Asian Scincomorpha, the mitogenomes of 46 other species were examined concurrently. Within the group, the size of mitogenomes varied predominantly in the length at their control regions. The Ka/Ks ratios of 12 protein codon genes (PCGs) were lower than 1.00, demonstrating that they were under relaxed or moderate purifying selection. However, the ND5 had a Ka/Ks ratio >1, and was considered to be under positive selection. Currently there are two superfamilies in Scincomorpha (i.e. Scincoidea and Lacertoidea), but phylogenetic analysis using Bayesian Inference and Maximum-Likelihood Estimations produced phylogenetic trees with three clades in Scincomorpha ((Scincoidea + Lacertoidea (part)) + Gymnophthalmidae)).


Asunto(s)
Genoma Mitocondrial , Teorema de Bayes , Codón , Genómica , Filogenia
5.
BMC Evol Biol ; 19(1): 114, 2019 06 06.
Artículo en Inglés | MEDLINE | ID: mdl-31170905

RESUMEN

BACKGROUND: The Qinghai-Tibetan Plateau (QTP) is the world's highest and largest plateau, but the role of its uplift in the evolution of species or biotas still remains poorly known. Toad-headed lizards of the reproductively bimodal genus Phrynocephalus are a clade of agamids, with all viviparous species restricted to the QTP and adjacent regions. The eastern part of the range of the viviparous taxa is occupied by three closely related but taxonomically controversial species, P. guinanensis, P. putjatia and P. vlangalii. Here, we combined genetic (mitochondrial ND4 gene and nine microsatellite loci), morphological (11 mensural and 11 meristic variables), and ecological (nine climatic variables) data to explore possible scenarios that may explain the discordance between genetic and morphological patterns, and to test whether morphological divergence is associated with local adaptation. RESULTS: We found weak genetic differentiation but pronounced morphological divergence, especially between P. guinanensis and P. vlangalii. Genetically, the species boundary was not so clear between any species pair. Morphologically, the species boundary was clear between P. guinanensis and P. vlangalii but not between other two species pairs. Body size and scale characters accounted best for morphological divergence between species. Morphological divergence was related to habitat types that differ climatically. CONCLUSIONS: Our study provides evidence for genetic and morphological divergence among the three closely related viviparous species of Phrynocephalus lizards, and supports the idea that natural selection in spatially heterogeneous environments can lead to population divergence even in the presence of gene flow. Our study supports the hypothesis that the evolutionary divergence between viviparous Phrynocephalus species was a consequence of environmental change after the uplift of the QTP.


Asunto(s)
Variación Genética , Lagartos/anatomía & histología , Lagartos/genética , Animales , Teorema de Bayes , China , Clima , ADN Mitocondrial/genética , Femenino , Genética de Población , Geografía , Haplotipos/genética , Masculino , Polimorfismo Genético , Análisis de Componente Principal , Especificidad de la Especie
6.
BMC Evol Biol ; 19(1): 1, 2019 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-30606099

RESUMEN

BACKGROUND: Climate oscillation may have a profound effect on species distributions, gene flow patterns and population demography. In response to environmental change, those species restricted to montane habitats experienced expansions and contractions along elevation gradients, which can drive differentiation among sky islands. RESULTS: The Shangcheng stout salamander (Pachyhynobius shangchengensis) is a cool stream amphibian restricted to high-elevation areas in the Dabie Mountains, East China. In the present study, we used mtDNA genes (Cyt b and ND2) of 193 individuals and 12 nuclear microsatellite loci genotyped on 370 individuals, representing 6 populations (JTX, KHJ, MW, TTZ, BYM and KJY) across the taxon's distribution area, to investigate their genetic variation and evolutionary history of P. shangchengensis. Most populations showed unusually high levels of genetic diversity. Phylogenetic analyses revealed five monophyletic clades with divergence times ranging from 3.96 to 1.4 Mya. Accordingly, significant genetic differentiation was present between these populations. Bayesian skyline plot analyses provided that all populations underwent long-term population expansions since the last inter-glacial (0.13 Mya ~ 0.12 Mya). Msvar analyses found recent signals of population decline for two northern populations (JTX and KHJ) reflecting a strong bottleneck (approximately 15-fold decrease) during the mid-Holocene (about 6000 years ago). Ecological niche modelling has shown a discontinuity in suitable habitats for P. shangchengensis under different historical climatic conditions. CONCLUSIONS: Our results suggest that the niche conservatism of P. shangchengensis and sky island effects may have led to long-term isolation between populations. In sky island refuges, the mid-latitude Dabie Mountains have provided a long-term stable environment for P. shangchengensis, which has led to the accumulation of genetic diversity and has promoted genetic divergence.


Asunto(s)
Variación Genética , Islas , Filogenia , Ríos , Urodelos/clasificación , Urodelos/genética , Animales , China , Análisis por Conglomerados , ADN Mitocondrial/genética , Demografía , Ecosistema , Asia Oriental , Genotipo , Repeticiones de Microsatélite/genética , Filogeografía
7.
Mar Drugs ; 17(3)2019 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-30893778

RESUMEN

Five new ergostanes, penicisteroids D-H (1-5), were isolated from the liquid culture of the deep-sea-derived fungus Penicillium granulatum MCCC 3A00475, along with 27 known compounds. The structures of the new steroids were established mainly on the basis of extensive analysis of 1D and 2D NMR as well as HRESIMS data. Moreover, the absolute configurations of 1 were confirmed unambiguously by the single-crystal X-ray crystallography. Compounds 2 and 4⁻7 showed moderate antiproliferative effects selectively against 12 different cancer cell lines with IC50 values of around 5 µM. Compounds 2 and 6, potent RXRα binders with Kd values of 13.8 and 12.9 µM, respectively, could induce apoptosis by a Retinoid X Receptor (RXR)-α-dependent mechanism by regulating RXRα transcriptional expression and promoting the poly-ADP-ribose polymerase (PARP) cleavage. Moreover, they could inhibit proliferation by cell cycle arrest at the G0/G1 phase.


Asunto(s)
Antineoplásicos/farmacología , Apoptosis/efectos de los fármacos , Organismos Acuáticos/química , Ergosterol/farmacología , Penicillium/química , Antineoplásicos/química , Antineoplásicos/aislamiento & purificación , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Cristalografía por Rayos X , Ensayos de Selección de Medicamentos Antitumorales , Ergosterol/análogos & derivados , Ergosterol/química , Ergosterol/aislamiento & purificación , Puntos de Control de la Fase G1 del Ciclo Celular/efectos de los fármacos , Sedimentos Geológicos/microbiología , Humanos , Concentración 50 Inhibidora , Espectroscopía de Resonancia Magnética , Estructura Molecular , Receptor alfa X Retinoide/metabolismo , Transducción de Señal/efectos de los fármacos
8.
Ecol Evol ; 14(6): e11515, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38895583

RESUMEN

In recent years, increased species extinction and habitat loss have significantly reduced biodiversity, posing a serious threat to both nature and human survival. Environmental factors strongly influence bird distribution and diversity. The potential distribution patterns and species richness offer a conservation modeling framework for policymakers to assess the effectiveness of natural protected areas (PAs) and optimize their existing ones. Very few such studies have been published that cover a large and complete taxonomic group with fine resolution at regional scale. Here, using birds as a study group, the maximum entropy model (MaxEnt) was used to analyze the pattern of bird species richness in Jiangsu Province. Using an unparalleled amount of occurrence data, we created species distribution models (SDMs) for 312 bird species to explore emerging diversity patterns at a resolution of 1 km2. The gradient of species richness is steep, decreasing sharply away from water bodies, particularly in the northern part of Jiangsu Province. The migratory status and feeding habits of birds also significantly influence the spatial distribution of avian species richness. This study reveals that the regions with high potential bird species richness are primarily distributed in three areas: the eastern coastal region, the surrounding area of the lower reaches of the Yangtze River, and the surrounding area of Taihu Lake. Compared with species richness hotspots and existing PAs, we found that the majority of hotspots are well-protected. However, only a small portion of the regions, such as coastal areas of Sheyang County in Yancheng City, as well as some regions along the Yangtze River in Nanjing and Zhenjiang, currently have relatively weak protection. Using stacked SDMs, our study reveals effective insights into diversity patterns, directly informing conservation policies and contributing to macroecological research advancements.

9.
iScience ; 27(1): 108445, 2024 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-38205241

RESUMEN

Gekko japonicus possesses flexible climbing and detoxification abilities under insectivorous habits. Still, the evolutionary mechanisms behind these traits remain unclarified. This study presents a chromosome-level G. japonicus genome, revealing that its evolutionary breakpoint regions were enriched with specific repetitive elements and defense response genes. Gene families unique to G. japonicus and positively selected genes are mainly enriched in immune, sensory, and nervous pathways. Expansion of bitter taste receptor type 2 primarily in insectivorous species could be associated with toxin clearance. Detox cytochrome P450 in G. japonicus has undergone more birth and death processes than biosynthesis-type P450 genes. Proline, cysteine, glycine, and serine in corneous beta proteins of G. japonicus might influence flexibility and setae adhesiveness. Certain thermosensitive transient receptor potential channels under relaxed purifying selection or positive selection in G. japonicus might enhance adaptation to climate change. This genome assembly offers insights into the adaptive evolution of gekkotans.

10.
Ecol Evol ; 13(1): e9646, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36620403

RESUMEN

Understanding the patterns of bird diversity and its driving force is necessary for bird strike prevention. In this study, we investigated the effects of landscape on phylogenetic and functional diversity of bird communities at Nanjing Lukou International Airport (NLIA). Bird identifications and counting of individuals were carried out from November 2017 to October 2019. Based on the land-cover data, the landscape was divided into four main types, including farmlands, woodlands, wetlands, and urban areas. Bird phylogenetic and functional diversity were strongly affected by landscape matrix types. Species richness and Faith's phylogenetic distance were highest in woodlands, while mean pairwise distance (MPD), mean nearest-taxon distance (MNTD), and functional dispersion (FDis) were highest in wetlands. Based on the feeding behavior, carnivorous birds had the lowest species richness but had the highest FDis, which implied that carnivorous birds occupied most niches at the NLIA. Moreover, bird assemblages exhibited phylogenetic and functional clustering in the four kinds of landscapes. A variety of landscape attributes had significant effects on species diversity, phylogenetic and functional diversity. Landscape-scale factors played an important role in the shaping of bird communities around NLIA. Our results suggest that landscape management surrounding airports can provide new approaches for policymakers to mitigate wildlife strikes.

11.
Biology (Basel) ; 12(4)2023 Apr 06.
Artículo en Inglés | MEDLINE | ID: mdl-37106760

RESUMEN

The phenomenon of global climate change can impact the geographic range and biodiversity, thereby heightening the vulnerability of rare species to extinction. The reed parrotbill (Paradoxornis heudei David, 1872) is endemic to central and eastern China, it is mainly distributed in the middle and lower reaches of the Yangtze River Plain and the Northeast Plain. In this study, eight of ten algorithms of the species distribution model (SDM) were used to evaluate the impact of climate change on the potential distribution of P. heudei under current and future climate scenarios and to analyze the possible related climate factors. After checking the collected data, 97 occurrence records of P. heudei were used. The relative contribution rate shows that among the selected climatic variables, temperature annual range (bio7), annual precipitation (bio12), and isothermality (bio3) were the principal climatic factors to limit the habitat suitability of P. heudei. The suitable habitat for P. heudei is primarily concentrated in the central-eastern and northeast plains of China, particularly in the eastern coastal region, spanning a mere area of 57,841 km2. The habitat suitability of P. heudei under different representative concentration pathway (RCP) scenarios was predicted to be different under future climatic conditions, but all of them had a larger range than the current one. The species distribution range could expand by more than 100% on average compared with the current range under the four scenarios in 2050, while it could contract by approximately 30% on average relative to the 2050 range in 2070 under different climate change scenarios. In the future, northeastern China may serve as a potential suitable habitat for P. heudei. The changes in the spatial and temporal distributions of P. heudei's range are of utmost importance in identifying high-priority conservation regions and devising effective management strategies for its preservation.

12.
Ecol Evol ; 13(4): e10005, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-37066064

RESUMEN

The conflicts between wildlife and aircraft have increased due to the development of the aviation industry. While many studies have quantified the relative hazards of wildlife to aircraft, few studies have combined DNA barcoding techniques with field surveys of bird communities in different habitats to reveal the exact species involved in bird strikes and how the habitat heterogeneity around airports affects bird communities and even the occurrence of bird strikes. Taking Nanjing Lukou International Airport in China as an example, based on the DNA barcoding technology and detailed field research, we establish the most commonly struck species, which can help managers identify the level of hazard and lead to meaningful reductions in hazards and costs associated with bird strike. The investigation of bird communities showed that there were 149 bird species recorded within an 8 km radius. There were 89, 88, 61, and 88 species in the woodland, wetland, farmland, and urban area, respectively. In total, 303 samples identified 82 species representing 13 orders and 32 family of birds from bird strike cases, of which 24 species were not found in the field survey. Passeriformes were the most common order of birds identified, with 43 species represented in 167 identifications. Skylark, Thrush, Shrike, Lapwing, and Swallow were most likely to cause damage or substantial damage to aircraft when strikes occurred. In addition to birds, we identified 69 bats individuals (accounting for 22.77%) using DNA barcoding. The Bray-Curtis similarity analysis revealed that species involved in bird strike had the highest similarity with urban area. Our findings suggest that policymakers should pay more attention to managing the wetlands and urban areas surrounding the airport. These findings imply that DNA barcoding can add to the environmental monitoring in airports, which can facilitate hazard management and improve air safety.

13.
Integr Zool ; 2023 Oct 25.
Artículo en Inglés | MEDLINE | ID: mdl-37880913

RESUMEN

Global climate change is expected to have a profound effect on species distribution. Due to the temperature constraints, some narrow niche species could shift their narrow range to higher altitudes or latitudes. In this study, we explored the correlation between species traits, genetic structure, and geographical range size. More specifically, we analyzed how these variables are affected by differences in fundamental niche breadth or dispersal ability in the members of two sympatrically distributed stream-dwelling amphibian species (frog, Quasipaa yei; salamander, Pachyhynobius shangchengensis), in Dabie Mountains, East China. Both species showed relatively high genetic diversity in most geographical populations and similar genetic diversity patterns (JTX, low; BYM, high) correlation with habitat changes and population demography. Multiple clustering analyses were used to disclose differentiation among the geographical populations of these two amphibian species. Q. yei disclosed the relatively shallow genetic differentiation, while P. shangchengensis showed an opposite pattern. Under different historical climatic conditions, all ecological niche modeling disclosed a larger suitable habitat area for Q. yei than for P. shangchengensis; these results indicated a wider environment tolerance or wider niche width of Q. yei than P. shangchengensis. Our findings suggest that the synergistic effects of environmental niche variation and dispersal ability may help shape genetic structure across geographical topology, particularly for species with extremely narrow distribution.

14.
Artículo en Inglés | MEDLINE | ID: mdl-37567027

RESUMEN

Epidermal appendages of birds and reptiles, including claws, feathers, scales, and setae, are primarily composed of alpha keratins (KRTs) and corneous beta-proteins (CBPs). A comprehensive and systematic knowledge of KRTs and CBPs in Schlegel's Japanese gecko (Gekko japonicus) is still lacking. In this study, 22 candidate Gecko japonicus keratin (GjKRT) family genes (12 type I genes, 10 type II genes) were identified in the G. japonicus genome. The majority of GjKRT genes across various subgroups had undergone a prolonged and highly conservative evolutionary process. Through a combination of morphological observation, RNA-seq analysis, and qRT-PCR assay, it was possible to discern the dynamic alterations in the expression of GjKRTs and Gecko japonicus corneous beta-proteins genes (GjCBPs). These findings strongly indicate that GjKRTs gradually accumulate to constitute an α-layer, which is subsequently succeeded by the formation of the corneous beta layer containing GjCBPs at late stages (40-42) of embryonic development. The epidermal appendages in G. japonicus may result from the joint accumulation of KRTs and CBPs, with stages 40-42 being critical for their development. These findings provide novel insights into KRTs and CBPs of G. japonicus and offer a foundation for investigating the functions of GjKRT and GjCBP gene families. Furthermore, this knowledge contributes to unraveling the molecular mechanisms underlying the formation of epidermal appendages in G. japonicus.


Asunto(s)
Queratinas , Lagartos , Animales , Queratinas/genética , Queratinas/metabolismo , Lagartos/genética , Lagartos/metabolismo , Epidermis/metabolismo , Evolución Biológica , Desarrollo Embrionario
15.
Curr Genet ; 58(2): 65-77, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-22311390

RESUMEN

The mitochondrial genomes are one of the most information-rich markers in phylogenetics. The relationships within superorder Dictyoptera have been debated in the literature. However, the closely related termites (Isoptera) are retained as unranked taxon within the order Blattaria (cockroaches). In this work, we sequenced the complete mitogenomes of two cockroaches, reconstructed the molecular phylogeny and attempted to infer the phylogenetic position of termites in Blattaria more reliably. The complete mtDNA nucleotide sequences of the peridomestic American cockroach (Periplaneta americana L.) and the domestic German cockroach (Blattella germanica L.) are 15,025 and 15,584 bp in size, respectively. The genome shares the gene order and orientation with previously known Blattaria mitogenomes. Most tRNAs could be folded into the typical cloverleaf secondary structure, but the tRNA-Ser (AGN) of P. americana appears to be missing the dihydrouridine arm. Using nucleotide and amino acid sequences as phylogenetic markers, we proposed that termites should be treated as a superfamily (Termitoidea) of cockroaches. We suggested that Polyphagoidea was the sister group of Termitoidea in Blattaria and supported that the suborder Caelifera is more closely related to the Phasmatodea than to the suborder Ensifera of Orthoptera.


Asunto(s)
Cucarachas/genética , Genoma Mitocondrial , Isópteros/genética , Periplaneta/genética , Filogenia , Animales , Secuencia de Bases , Orden Génico , Datos de Secuencia Molecular
16.
Comput Biol Med ; 150: 106151, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36244303

RESUMEN

AIM: Corona Virus Disease 2019 (COVID-19) was a lung disease with high mortality and was highly contagious. Early diagnosis of COVID-19 and distinguishing it from pneumonia was beneficial for subsequent treatment. OBJECTIVES: Recently, Graph Convolutional Network (GCN) has driven a significant contribution to disease diagnosis. However, limited by the nature of the graph convolution algorithm, deep GCN has an over-smoothing problem. Most of the current GCN models are shallow neural networks, which do not exceed five layers. Furthermore, the objective of this study is to develop a novel deep GCN model based on the DenseGCN and the pre-trained model of deep Convolutional Neural Network (CNN) to complete the diagnosis of chest X-ray (CXR) images. METHODS: We apply the pre-trained model of deep CNN to perform feature extraction on the data to complete the extraction of pixel-level features in the image. And then, to extract the potential relationship between the obtained features, we propose Neighbourhood Feature Reconstruction Algorithm to reconstruct them into graph-structured data. Finally, we design a deep GCN model that exploits the graph-structured data to diagnose COVID-19 effectively. In the deep GCN model, we propose a Node-Self Convolution Algorithm (NSC) based on feature fusion to construct a deep GCN model called NSCGCN (Node-Self Convolution Graph Convolutional Network). RESULTS: Experiments were carried out on the Computed Tomography (CT) and CXR datasets. The results on the CT dataset confirmed that: compared with the six state-of-the-art (SOTA) shallow GCN models, the accuracy and sensitivity of the proposed NSCGCN had improve 8% as sensitivity (Sen.) = 87.50%, F1 score = 97.37%, precision (Pre.) = 89.10%, accuracy (Acc.) = 97.50%, area under the ROC curve (AUC) = 97.09%. Moreover, the results on the CXR dataset confirmed that: compared with the fourteen SOTA GCN models, sixteen SOTA CNN transfer learning models and eight SOTA COVID-19 diagnosis methods on the COVID-19 dataset. Our proposed method had best performances as Sen. = 96.45%, F1 score = 96.45%, Pre. = 96.61%, Acc. = 96.45%, AUC = 99.22%. CONCLUSION: Our proposed NSCGCN model is effective and performed better than the thirty-eight SOTA methods. Thus, the proposed NSC could help build deep GCN models. Our proposed COVID-19 diagnosis method based on the NSCGCN model could help radiologists detect pneumonia from CXR images and distinguish COVID-19 from Ordinary Pneumonia (OPN). The source code of this work will be publicly available at https://github.com/TangChaosheng/NSCGCN.


Asunto(s)
COVID-19 , Humanos , COVID-19/diagnóstico por imagen , Prueba de COVID-19 , Algoritmos , Área Bajo la Curva , Aprendizaje
17.
PeerJ ; 10: e13268, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35462767

RESUMEN

Background: The genus Calidris (Charadriiformes, Scolopacidae) includes shorebirds known as dunlin, knots, and sanderlings. The relationships between species nested within Calidris, including Eurynorynchus, Limicola and Aphriza, are not well-resolved. Methods: Samples were collected from Xiaoyangkou, Rudong County, Jiangsu Province, China. Mitogenomes were sequenced using the Illumina Novaseq 6000 platform for PE 2 × 150 bp sequencing, and then checked for PCR products. Protein-coding genes were determined using an Open Reading Frame Finder. tRNAscan-SE, MITOS, and ARWEN were used to confirm tRNA and rRNA annotations. Bioinformatic analyses were conducted using DnaSP 5.1 and MEGA X. Phylogenic trees were constructed using maximum likelihood and Bayesian analyses. Results: We sequenced and annotated the mitogenome of five species and obtained four complete mitogenomes and one nearly complete mitogenome. Circular mitogenomes displayed moderate size variation, with a mean length of 16,747 bp, ranging from 16,642 to 16,791 bp. The mitogenome encoded a control region and a typical set of 37 genes containing two rRNA genes, 13 protein-coding genes, and 22 tRNA genes. There were four start codons, four stop codons, and one incomplete stop codon (T-). The nucleotide composition was consistently AT-biased. The average uncorrected pairwise distances revealed heterogeneity in the evolutionary rate for each gene; the COIII had a slow evolutionary rate, whereas the ATP8 gene had a fast rate. dN/dS analysis indicated that the protein-coding genes were under purifying selection. The genetic distances between species showed that the greatest genetic distance was between Eurynorhynchus pygmeus and Limicola falcinellus (22.5%), and the shortest was between E. pygmeus and Calidris ruficollis (12.8%). Phylogenetic trees revealed that Calidris is not a monophyletic genus, as species from the genera Eurynorynchus and Limicola were nested within Calidris. The molecular data obtained in this study are valuable for research on the taxonomy, population genetics, and evolution of birds in the genus Calidris.


Asunto(s)
Charadriiformes , Genoma Mitocondrial , Animales , Genoma Mitocondrial/genética , Filogenia , Teorema de Bayes , Aves/genética , ARN de Transferencia/genética , Codón de Terminación
18.
Animals (Basel) ; 12(10)2022 May 12.
Artículo en Inglés | MEDLINE | ID: mdl-35625095

RESUMEN

The true frogs of the genus Rana are a complex and diverse group, containing approximately 60 species with wide distribution across Eurasia and the Americas. Recently, many new species have been discovered with the help of molecular markers and morphological traits. However, the evolutionary history in Rana was not well understood and might be limited by the absence of mitogenome information. In this study, we sequenced and annotated the complete mitochondrial genome of R. longicrus and R. zhenhaiensis, containing 22 tRNAs, 13 protein-coding genes, two ribosomal RNAs, and a non-coding region, with 17,502 bp and 18,006 bp in length, respectively. In 13 protein codon genes, the COI was the most conserved, and ATP8 had a fast rate of evolution. The Ka/Ks ratio analysis among Rana indicated the protein-coding genes were suffering purify selection. There were three kinds of gene arrangement patterns found. The mitochondrial gene arrangement was not related to species diversification, and several independent shifts happened in evolutionary history. Climate fluctuation and environmental change may have played an essential role in species diversification in Rana. This study provides mitochondrial genetic information, improving our understanding of mitogenomic structure and evolution, and recognizes the phylogenetic relationship and taxonomy among Rana.

19.
Mitochondrial DNA B Resour ; 6(11): 3091-3092, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34621983

RESUMEN

The complete mitochondrial genome of Numenius madagascariensis Linnaeus, 1766 was sequenced in this study. The circular mitogenomes was 17,147 bp in length, containing 13 protein-coding genes, two ribosomal RNAs (12S rRNA and 16S rRNA), 22 transfer RNA genes, and a D-loop region. The overall nucleotide composition was A: 31.0%, T: 25.6%, C: 29.5%, and G: 13.9%. Twenty-eight genes were encoded on the heavy strand, while the remaining nine genes were encoded on the light strand. The common start codon was ATG, and three stop codons and an incomplete stop codon (T-) were used in PCGs. This study improves our comprehension of the mitogenomic characteristics and its phylogenetic relationships within Scolopacidae.

20.
Animals (Basel) ; 11(2)2021 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-33572967

RESUMEN

Species dispersal patterns and population genetic structure can be influenced by geographical features. Qinling Mountains (QM) provide an excellent area for phylogeographic study. The phylogeography of Asian-wide wild boars revealed the colonization route. However, the impact of the QM on genetic diversity, genetic structure and population origin is still poorly understood. In this study, genetic analysis of wild boar in the QM was conducted based on the mitochondrial control region (943 bp) and twelve microsatellite loci of 82 individuals in 16 sampling locations. Overall genetic haplotype diversity was 0.86, and the nucleotide diversity was 0.0079. A total of 17 new haplotypes were detected. The level of genetic diversity of wild boars in QM was lower than in East Asia, but higher than in Europe. Phylogenetic analysis showed the weak genetic divergence in QM. Mismatch analysis, neutrality tests, and Bayesian Skyline Plot (BSP) results revealed that the estimates of effective population size were under demographic equilibrium in the past. Spatial analysis of molecular variance indicated no obvious phylogeographic structure.

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