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BACKGROUND: Trigonella foenum-graecum L. is a Leguminosae plant, and the stems, leaves, and seeds of this plant are rich in chemical components that are of high research value. The chloroplast (cp) genome of T. foenum-graecum has been reported, but the mitochondrial (mt) genome remains unexplored. RESULTS: In this study, we used second- and third-generation sequencing methods, which have the dual advantage of combining high accuracy and longer read length. The results showed that the mt genome of T. foenum-graecum was 345,604 bp in length and 45.28% in GC content. There were 59 genes, including: 33 protein-coding genes (PCGs), 21 tRNA genes, 4 rRNA genes and 1 pseudo gene. Among them, 11 genes contained introns. The mt genome codons of T. foenum-graecum had a significant A/T preference. A total of 202 dispersed repetitive sequences, 96 simple repetitive sequences (SSRs) and 19 tandem repetitive sequences were detected. Nucleotide diversity (Pi) analysis counted the variation in each gene, with atp6 being the most notable. Both synteny and phylogenetic analyses showed close genetic relationship among Trifolium pratense, Trifolium meduseum, Trifolium grandiflorum, Trifolium aureum, Medicago truncatula and T. foenum-graecum. Notably, in the phylogenetic tree, Medicago truncatula demonstrated the highest level of genetic relatedness to T. foenum-graecum, with a strong support value of 100%. The interspecies non-synonymous substitutions (Ka)/synonymous substitutions (Ks) results showed that 23 PCGs had Ka/Ks < 1, indicating that these genes would continue to evolve under purifying selection pressure. In addition, setting the similarity at 70%, 23 homologous sequences were found in the mt genome of T. foenum-graecum. CONCLUSIONS: This study explores the mt genome sequence information of T. foenum-graecum and complements our knowledge of the phylogenetic diversity of Leguminosae plants.
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Genoma Mitocondrial , Trigonella , Extratos Vegetais , Trigonella/genética , Trigonella/química , FilogeniaRESUMO
BACKGROUND: Primary gastric linitis plastica (GLP) is a distinct phenotype of gastric cancer with poor survival. Comprehensive molecular profiles and putative therapeutic targets of GLP remain undetermined. METHODS: We subjected 10 tumor-normal tissue pairs to whole exome sequencing (WES) and whole transcriptome sequencing (WTS). 10 tumor samples were all GLP which involves 100% of the gastric wall macroscopically. TCGA data were compared to generate the top mutated genes and the overexpressed genes in GLP. RESULTS: Our results reveal that GLP has distinctive genomic and transcriptomic features, dysfunction in the Hippo pathway is likely to be a key step during GLP development. 6 genes were identified as significantly highly mutated genes in GLP, including AOX1, ANKRD36C, CPXM1, PTPN14, RPAP1, and DCDC1). MUC6, as a previously identified gastric cancer driver gene, has a high mutation rate (20%) in GLP. 20% of patients in our GLP cohort had CDH1 mutations, while none had RHOA mutations. GLP exhibits high immunodeficiency and low AMPK pathway activity. Our WTS results showed that 3 PI3K-AKT pathway-related genes (PIK3R2, AKT3, and IGF1) were significantly up-regulated in GLP. Two genes were identified using immunohistochemistry (IHC), IGF2BP3 and MUC16, which specifically expressed in diffuse-type-related gastric cancer cell lines, and its knockdown inhibits PI3K-AKT pathway activity. CONCLUSIONS: We provide the first integrative genomic and transcriptomic profiles of GLP, which may facilitate its diagnosis, prognosis, and treatment.
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Linite Plástica , Neoplasias Gástricas , Humanos , Linite Plástica/genética , Neoplasias Gástricas/genética , Neoplasias Gástricas/patologia , Transcriptoma , Fosfatidilinositol 3-Quinases/genética , Proteínas Proto-Oncogênicas c-akt/genética , Mutação , Proteínas Tirosina Fosfatases não Receptoras/genética , Proteínas de Transporte/genéticaRESUMO
Floccularia luteovirens, an important edible mushroom widely distributed in the Qinghai-Tibet plateau, is ecologically important as an ectomycorrhizal fungus and can form the fairy ring. To explore the influence of F. luteovirens fairy ring on soil microbial communities, we compared the soil microbial communities in three different fairy ring zones (inside the fairy ring (IN); beneath the fairy ring (ON); and outside the fairy ring (OUT)). A total of 1.77 million bacterial reads and 1.59 million fungal reads were obtained. Moreover, sequence clustering yielded 519,613 (57,735 per sample) bacterial OTUs, and 513,204 (57,023 per sample) fungal OTUs representing. Microbial diversity was lower in samples from the ON zone compared with the other two zones. Mycorrhiza helper bacteria (MHB) such as Bradyrhizobium and Paenibacillus were more common in the ON zone, and we isolated four potential MHB from rhizosphere soil. Canonical correspondence analysis showed that the soil nutritional condition and physical changes caused by F. luteovirens shaped the microbial communities in the ON zone. This is the first report on the study of soil microbial diversity influenced by fairy ring F. luteovirens, and further studies need to be conducted to study the ecological function influenced by this species.
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Armillaria/fisiologia , Bactérias/classificação , Consórcios Microbianos/fisiologia , Micorrizas , Filogenia , Microbiologia do Solo , Bactérias/genética , Bactérias/isolamento & purificação , Análise por Conglomerados , DNA Bacteriano , RNA Ribossômico/genética , Rizosfera , Solo , Especificidade da Espécie , TibetRESUMO
The genus Lancea is native to the Qinghai-Tibetan Plateau and consists of two species, Lancea tibetica Hook. f. et Thoms. and Lancea hirsuta Bonati. Here, we report the complete sequences of the chloroplast genomes of L. tibetica and L. hirsuta, which were 153,665 and 154,045 bp in length, respectively, and each included a pair of inverted repeated regions (25,624 and 25,838 bp in length, respectively) that were separated by a large single copy region (84,401 and 84,588 bp in length, respectively) and a smaller single copy region (18,016 and 17,781 bp in length, respectively). A total of 106 genes in L. tibetica and 105 in L. hirsuta comprised 79 protein-coding genes, and 4 ribosomal RNA (rRNA) genes, as well as 23 and 22 transfer RNA (tRNA) genes in L. tibetica and L. hirsuta, respectively. The gene order, content, and orientation of the two Lancea chloroplast genomes exhibited high similarity. A large number of informative repetitive sequences, including SSRs, were observed in both genomes. Comparisons of the genomes with those of three other Lamiales species revealed 12 highly divergent regions in the intergenic spacers and in the matK, rpoA, rps19, ndhF, ccsA, ndhD, and ycf1 coding regions. A phylogenomic analysis suggested that Lancea forms a monophyletic group that is closely related to the clade composed of the families Phrymaceae, Paulowniaceae, and Rehmanniaceae.
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Genoma de Cloroplastos , Genômica , Lamiales/classificação , Lamiales/genética , Biologia Computacional/métodos , Variação Genética , Genômica/métodos , Sequenciamento de Nucleotídeos em Larga Escala , Repetições de Microssatélites , Fases de Leitura Aberta , Filogenia , Sequências Repetitivas de Ácido NucleicoRESUMO
Circulating tumor cells (CTCs) have been implicated in tumor progression and prognosis. Techniques detecting CTCs in the peripheral blood of patients with non-small cell lung carcinoma (NSCLC) may help to identify individuals likely to benefit from early systemic treatment. However, the detection of CTCs with a single marker is challenging, owing to low specificity and sensitivity and due to the heterogeneity and rareness of CTCs. Herein, the probability of cell-free RNA content in the peripheral blood as a potential biomarker for detecting CTCs in cancer patients was investigated. An immunomagnetic enrichment of real-time reverse-transcription PCR (RT-PCR) technology for analysis of CTCs in NSCLC patients was also developed. The mRNA levels of four candidate genes, cytokeratin 7 (CK7), E74-like factor 3 (ELF3), epidermal growth factor receptor (EGFR), and erythropoietin-producing hepatocellular carcinoma receptor B4 (EphB4) that were significantly elevated in tumor tissues and peripheral blood mononuclear cells (PBMCs) were determined. The expression of CK7 and ELF3 in tumor tissues and EGFR in PBMCs was associated with lymph node metastasis (all p < 0.05). The expression of CK7 in PBMCs was correlated with age and EphB4 in PBMCs correlated with histopathological type, respectively (all p < 0.05). The expression of all four genes in tumor tissues and PBMCs was significantly correlated with the clinical stage (all p < 0.01). Survival analysis showed that the patients with enhanced expression of CK7, ELF3, EGFR, and EphB4 mRNA in PBMCs had poorer disease-free survival (DFS) and overall survival (OS) than those without (all p < 0.0001). The present study showed that this alteration of cell-free RNA content in peripheral blood might have clinical ramifications in the diagnosis and treatment of NSCLC patients.
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Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Proteínas de Ligação a DNA/genética , Receptores ErbB/genética , Queratina-7/genética , Neoplasias Pulmonares/diagnóstico , Proteínas Proto-Oncogênicas c-ets/genética , RNA Neoplásico/genética , Receptor EphB4/genética , Fatores de Transcrição/genética , Adulto , Idoso , Biomarcadores Tumorais/sangue , Carcinoma Pulmonar de Células não Pequenas/sangue , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Proteínas de Ligação a DNA/sangue , Receptores ErbB/sangue , Feminino , Humanos , Separação Imunomagnética/métodos , Queratina-7/sangue , Leucócitos Mononucleares/metabolismo , Leucócitos Mononucleares/patologia , Neoplasias Pulmonares/sangue , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patologia , Prognóstico , Proteínas Proto-Oncogênicas c-ets/sangue , RNA Mensageiro/sangue , RNA Mensageiro/genética , RNA Neoplásico/sangue , Reação em Cadeia da Polimerase em Tempo Real/métodos , Receptor EphB4/sangue , Análise de Sobrevida , Fatores de Transcrição/sangueRESUMO
[OBJECTIVE] The objectives of this study were to use Roche 454 GS FLX system to develop SSR markers for Armillaria luteo-virens. These datasets will be valuable for detecting genetic diversity and population structure of this species. [METHODS] We collected Armillaria luteo-virens samples from Yushu in Qinghai province, China. Total RNA was isolated by using the TRIzol reagent, after that we constructed cDNA library and performed one quarter plate of the whole run 454 pyrosequencing. We selected 98 primer pairs randomly from the 321 SSRs to evaluate their application and the polymorphism across 66 individuals (Armillaria luteo-virens) representing 3 wild populations. [RESULTS] Roche 454 sequencing yielded 197,121 reads with a total nucleotide size of 88,585,965bp. 27 of 98 SSRs loci were polymorphic. Numbers of alleles (Na) ranged from 2 to 8. Expected heterozygosity (HE) ranged from less than 0. 001 to 0. 810 at locus ALV65, while observed heterozygosity (Ho) from 0 at loci AIV64 and AIV92 to 0. 900 at loci ALV8. We found no evidence of linkage disequiliburium, however 10 of 27 SSR markers showed significant deviation from Hardy-weinberg equilibrium. [CONCLUSION] These remaining 17 pairs of Armillaria luteo-virens SSR markers will be valuable for future research on detecting population structure and conservation of this species.
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Armillaria/genética , Repetições de Microssatélites , Polimorfismo Genético , Armillaria/classificação , Primers do DNA/genética , Marcadores Genéticos , Variação Genética , Análise de Sequência de DNARESUMO
Soil microorganisms play vital roles in regulating multiple ecosystem functions. Recent studies have revealed that the rare microbial taxa (with extremely low relative abundances, which are still largely ignored) are also crucial in maintaining the health and biodiversity of the soil and may respond differently to environmental pressure. However, little is known about the soil community structures of abundant and rare taxa and their assembly processes in different soil layers on the Qinghai-Tibet Plateau (QTP). The present study investigated the community structure and assembly processes of soil abundant and rare microbial taxa on the northeastern edge of the QTP. Soil microbial abundance was defined by abundant taxa, whereas rare taxa contributed to soil microbial diversity. The results of null model show that the stochastic process ruled the assembly processes of all sub-communities. Dispersal limitation contributed more to the assembly of abundant microbial taxa in the different soil layers. In contrast, drift played a more critical role in the assembly processes of the rare microbial taxa. In addition, in contrast to previous studies, the abundant taxa played more important roles in co-occurrence networks, most likely because of the heterogeneity of the soil, the sparsity of amplicon sequencing, the sampling strategy, and the limited samples in the present study. The results of this study improve our understanding of soil microbiome assemblies on the QTP and highlight the role of abundant taxa in sustaining the stability of microbial co-occurrence networks in different soil layers.
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BACKGROUND: Fallopia aubertii (L. Henry) Holub is a perennial semi-shrub with both ornamental and medicinal value. The mitochondrial genomes of plants contain valuable genetic traits that can be utilized for the exploitation of genetic resources. The parsing of F. aubertii mitochondrial genome can provide insight into the role of mitochondria in plant growth and development, metabolism regulation, evolution, and response to environmental stress. METHODS: In this study, we sequenced the mitochondrial genome of F. aubertii using the Illumina NovaSeq 6000 platform and Nanopore platform. We conducted a comprehensive analysis of the mitochondrial genome of F. aubertii, which involved examining various aspects such as gene composition, repetitive sequences, RNA editing sites, phylogeny, and organelle genome homology. To achieve this, we employed several bioinformatics methods including sequence alignment analysis, repetitive sequence analysis, phylogeny analysis, and more. RESULTS: The mitochondrial genome of F. aubertii has 64 genes, including 34 protein-coding genes (PCGs), three rRNAs, and 27 tRNAs. There were 77 short tandem repeat sequences detected in the mitochondrial genome, five tandem repeat sequences identified by Tandem Repeats Finder (TRF), and 50 scattered repeat sequences observed, including 22 forward repeat sequences and 28 palindrome repeat sequences. A total of 367 RNA coding sites were predicted in PCGs, with the highest number (33) found within ccmB. Ka/Ks values estimated for mitochondrial genes of F. aubertii and three closely related species representing Caryophyllales were less than 1 for most of the genes. The maximum likelihood evolutionary tree showed that F. aubertii and Nepenthes ×ventrata are most closely related. CONCLUSIONS: In this study, we obtained basic information on the mitochondrial genome of F. aubertii and this study investigated repeat sequences and homologous segments, predicted RNA editing sites, and utilized the Ka/Ks ratio to estimate the selection pressure on mitochondrial genes of F. aubertii. We also discussed the systematic evolutionary position of F. aubertii based on mitochondrial genome sequences. Our study revealed variations in the sequence and structure of mitochondrial genomes in Caryophyllales. These findings are of great significance for identifying and improving valuable plant traits and serve as a reference for future molecular studies of F. aubertii.
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Fallopia , Genoma Mitocondrial , Genoma Mitocondrial/genética , Fallopia/genética , Filogenia , Genes MitocondriaisRESUMO
As a typical halophyte, Nitraria tangutorum Bobr. has attracted the interest of many researchers with the excellent salt tolerance. Elucidation of the mechanism of N. tangutorum salinity tolerance will facilitate the genetic improvement of productive plants faced with salinity. To reveal the molecular response to gradually accumulated salt stress in N. tangutorum, RNA-sequencing and analysis of gradually accumulated NaCl treated samples and control samples were performed, and a total of 1419 differentially expressed genes were identified, including 949 down-regulated genes and 470 up-regulated genes. Detailed analysis uncovered that the catabolism of organic compounds mainly based on oxidative phosphorylation genes was up-regulated. Additionally, various antioxidant genes, especially anthocyanin-related genes, were found to help N. tangutorum remove reactive oxygen species. Moreover, the Mitogen activated protein kinase signaling pathway and other signaling pathways co-regulated various salt tolerance activities. Additionally, intracellular ion homeostasis was maintained via regulation of osmotic regulator-related genes, cutin-related genes, and cell elongation-related genes to retain cellular water and reduce ion concentration. In particularly, simultaneous up-regulation in cytoskeleton-related genes, cell wall-related genes, and auxin-related genes, provided evidence of important role of cell expansion in plant salt tolerance. In conclusion, complex regulatory mechanisms modulated by multiple genes might contribute to the salt tolerance by N. tangutorum.
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Magnoliopsida , Plantas Tolerantes a Sal , Perfilação da Expressão Gênica , Regulação da Expressão Gênica de Plantas , Magnoliopsida/genética , Tolerância ao Sal/genética , Plantas Tolerantes a Sal/genética , Análise de Sequência de RNA , TranscriptomaRESUMO
Thalictrum baicalense Turcz. ex Ledeb. is a well-known herbaceous perennid that has been used as a traditional medicine to treat influenza, hepatitis, and detoxfeaction. In this study, we release and detail the complete chloroplast genome sequences of T. baicalense. The whole chloroplast genome was 155,859 bp in length and comprised 130 genes, including 84 protein-coding genes, 37 tRNA genes, eight rRNA genes. The T. baicalense chloroplast genome had a GC content of 38.39%. The phylogenetic relationships inferred that T. baicalense, T. tenue, T. minus and T. petaloideum are closely related to each other within the genus Thalictrum.
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The Qaidam Basin is the most extensive (120 000 km2) basin on the Qinghai-Tibet Plataea (QTP). Recent studies have shown that environmental selection and dispersal limitation influence the soil fungal community significantly in a large-scale distance. However, less is known about large-scale soil fungal community assemblages and its response to the elevation gradient in the high-elevation basin ecosystems. We studied fungal assemblages using Illumina sequencing of the ITS1 region from 35 sites of the Qaidam Basin. As the increase of elevation, fungal species richness and Chao1 index also increased. The Ascomycota was the most abundant phylum (more than 70% of total sequences), and six of the 10 most abundance fungal family was detected in all 35 soil samples. The key factors influencing the soil fungal community composition in the Qaidam Basin were environmental filtering (soil properties and climate factors). The Mantel test showed no significant relationship between geographic distance and community similarity (r = 0.05; p = 0.81). The absence of the distance effect might be caused by lacking dispersal limitation for the soil fungal community.
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Biodiversidade , Meio Ambiente , Micobioma , Microbiologia do Solo , Altitude , Ecossistema , Micobioma/fisiologia , TibetRESUMO
Syringa reticulata subsp. amurensis (Rupr.) P. S. Green & M. C. Chang (Oleaceae) is a shrub or tree with high medicinal value as well as great ecological significance as an urban garden plant. To better understand the molecular genetics and evolutionary of S. reticulata subsp. amurensis, its complete chloroplast genome was sequenced and annotated. The assembled chloroplast genome is a circular 156,141 bp sequence, consisting of 87,108 bp large single copy (LSC) region and 17,239 bp small single copy (SSC) region, which were flanked by a pair of 25,897 bp inverted repeats (IRs). The GC content of the chloroplast genome is 36.14%. Moreover, a total of 132 functional genes were annotated, including 88 protein-coding, 36 tRNA, and eight rRNA genes. Phylogenetic analysis showed that S. reticulata subsp. amurensis was most closely related to S. reticulata subsp. Pekinensis and the genus Syringa is paraphyletic group. This study provides important information for further phylogenetic studies on S. reticulata subsp. amurensis and its allies.
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BACKGROUND: As an important class of E3 ubiquitin ligases in the ubiquitin proteasome pathway, proteins containing homologous E6-AP carboxyl terminus (HECT) domains are crucial for growth, development, metabolism, and abiotic and biotic stress responses in plants. However, little is known about HECT genes in wheat (Triticum aestivum L.), one of the most important global crops. METHODS: Using a genome-wide analysis of high-quality wheat genome sequences, we identified 25 HECT genes classified into six groups based on the phylogenetic relationship among wheat, rice, and Arabidopsis thaliana. RESULTS: The predicted HECT genes were distributed evenly in 17 of 21 chromosomes of the three wheat subgenomes. Twenty-one of these genes were hypothesized to be segmental duplication genes, indicating that segmental duplication was significantly associated with the expansion of the wheat HECT gene family. The Ka/Ks ratios of the segmental duplication of these genes were less than 1, suggesting purifying selection within the gene family. The expression profile analysis revealed that the 25 wheat HECT genes were differentially expressed in 15 tissues, and genes in Group II, IV, and VI (UPL8, UPL6, UPL3) were highly expressed in roots, stems, and spikes. This study contributes to further the functional analysis of the HECT gene family in wheat.
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Allium mongolicum is a kind of wild vegetable with high nutritional value and even a traditional Chinese medicine. Here, we reported the complete chloroplast genome sequence of Allium mongolicum. The size of the chloroplast genome is 153,376 bp in length, including a large single copy region (LSC) of 82,912 bp, a small single copy region (SSC) of 18,054 bp, and a pair of inverted repeated regions of 26,205 bp. The Allium mongolicum chloroplast genome encodes 115 genes, including 69 protein-coding genes, 38 tRNA genes, and eight rRNA genes. Phylogenetic tree showed that Allium mongolicum is closely related to Allium przewalskianum.
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Syringa wolfii (Syringa: Syringeae), an upright shrub, is ornamental species used in urban greenification. In this study, we determined the complete chloroplast (cp) genome of S. wolfii using next-generation sequencing (NGS). The size of the chloroplast genome is 156,571 bp in length, including a large single-copy region (LSC) of 86,684 bp, a small single-copy region (SSC) of 19,109 bp, and a pair of inverted repeat (IR) regions with 25,362 bp. The GC content of the chloroplast genome was 37.95%. Moreover, a total of 131 functional genes were annotated, including 87 protein-coding genes, 36 tRNA genes, and 8 rRNA genes. The neighbor-joining phylogenetic tree suggested that S. wolfii was closely related to S. yunnansis.
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Cornus bretschneideri L.Henry (Cornaceae), a shrub or small tree, is a potential horticultural plant or a soil-fixing plant. In this study, the complete sequence and characterization of the chloroplast genome of C. bretschneideri was studied. The size of the chloroplast genome is 158,270 bp in length, including a large single copy region (LSC) of 87,466 bp, a small single copy region (SSC) of 18,730 bp, and a pair of inverted repeat (IR) regions with 26,037 bp. The GC content of the chloroplast genome was 37.86%. Moreover, a total of 132 functional genes were annotated, including 87 protein-coding genes, 37 tRNA genes, and 8 rRNA genes. The neighbor-joining phylogenetic tree suggested that C. bretschneideri was closely related to C. sanguinea and C. macrophylla.
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Elymus tangutorum (Nevski) Handel-Mazzetti (Poaceae: Triticeae), a hexaploid perennial herb, is a kind of forage plant with large biomass. In this study, the complete plastome sequence of E. tangutorum was reported. The size of the plastome is 134,949 bp in length, including a large single copy region (LSC) of 80,556 bp, a small single copy region (SSC) of 12,767 bp, and a pair of inverted repeat (IR) regions with 20,813 bp. Moreover, a total of 131 functional genes were annotated, including 85 protein-coding genes, 38 tRNA genes, and 8 rRNA genes. The maximum likelihood (ML) phylogenetic tree suggested that E. tangutorum was closely related to Elymus libanoticus and Dasypyrum villosum.
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Allium przewalskianum (Amaryllidaceae) is an important vegetable and/or condiment for Tibetans, Indians, and Nepalese in the highlands of the Himalayas. Here, we reported the complete chloroplast genome of A. przewalskianum using the next-generation sequencing method. The size of the chloroplast genome is 153,509 bp in length, including a large single copy region (LSC) of 82,302 bp, a small single copy region (SSC) of 17,717 bp, and a pair of inverted repeat (IR) regions with 26,745 bp. The A. przewalskianum chloroplast genome encodes 114 genes, including 68 protein-coding genes, 38 tRNA genes, and eight rRNA genes. Phylogenetic tree analysis suggested that A. przewalskianum was closely related to A.ampeloprasum and A.sativum.
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Many studies have investigated patterns of soil microbial communities over large spatial scales. However, these studies mainly focused on a few sites. Here, we studied the near-surface (0-30 cm) soil microbial communities of 35 soil samples collected from most of the areas of the Qaidam Basin, which is the largest basin on the Qinghai-Tibet Plateau. A total of 32 phyla and 838 genera were detected from all the samples, in which Actinobacteria, Proteobacteria, Bacteroidetes, and Acidobacteria were the most dominant and cosmopolitan phyla. The most abundant phyla (relative abundance > 5%) detected in all 35 soil samples were also the most dominant, which could be explained by their great dispersal ability. The microbial community structures correlated strongly with variations in pH and Mg2+ and were distinct between the high Mg2+ content (>20 g/kg) samples and other samples (Acidobacteria, Actinobacteria, and Chloroflexi were significantly less abundant in the high Mg2+ content group, but the abundance of Firmicutes was significantly greater). Finally, the microbial spatial pattern was influenced by both the local environment and spatial distance, but environmental factors were the primary drivers of microbial spatial patterns in the Qaidam Basin.