Three Gracilaria species, G. chouae, G. blodgettii, G. vermiculophylla and a close relative species, Gracilari-opsis lemaneiformis which is now nominated as Gracilaria lemaneiformis, are the typically indigenous spe-c...Three Gracilaria species, G. chouae, G. blodgettii, G. vermiculophylla and a close relative species, Gracilari-opsis lemaneiformis which is now nominated as Gracilaria lemaneiformis, are the typically indigenous spe-cies which are important resources for the production of special proteins, phycobilisomes, special carbo-hydrates, and agar in China. In this study, de novo transcriptome sequencing on these four species using the next generation sequencing technology was performed for the first time. Functional annotations on assembled sequencing reads showed that the transcriptomic profiles were quite different between G. lema-neiformis and other three Gracilaria species. Comparative analysis of differential gene expression related to carbohydrate and phycobiliprotein metabolisms also showed that the expression profiles of these essential genes were different in four species. The genes encoding allophycocyanin, phycocyanin and phycoerythrin were further examined in four species and their deduced amino acid sequences were used for phylogenetic analysis to confirm that G. lemaneiformis had close relationship to genus Gracilaria, as well as that within genus Gracilaria, G. chouae had closer relationship to G. vermiculophylla rather than to G. blodgettii. The de novo transcriptome study on four species provided a valuable genomic resource for further understanding and analysis on biological and evolutionary study among marine algae.展开更多
BACKGROUND Hemorrhoids,a prevalent chronic condition globally,significantly impact patients'quality of life.While various surgical interventions,such as external stripping and internal ligation,procedure for prola...BACKGROUND Hemorrhoids,a prevalent chronic condition globally,significantly impact patients'quality of life.While various surgical interventions,such as external stripping and internal ligation,procedure for prolapse and hemorrhoids,and tissue selecting technique,are employed for treatment,they are often associated with postoperative complications,including unsatisfactory defecation,bleeding,and anal stenosis.In contrast,Xiaozhiling injection,a traditional Chinese medicine-based therapy,has emerged as a minimally invasive and effective alternative for internal hemorrhoids.This treatment offers distinct advantages,such as reduced dietary restrictions,broad applicability,and minimal induction of systemic inflammatory responses.Additionally,Xiaozhiling injection effectively eliminates hemorrhoid nuclei,prevents local tissue necrosis,preserves anal cushion integrity,and mitigates postoperative complications,including bleeding and prolapse.Despite its clinical efficacy,the molecular mechanisms underlying its therapeutic effects remain poorly understood,warranting further investigation.AIM To investigate the molecular mechanism underlying the therapeutic effect of Xiaozhiling injection in the treatment of internal hemorrhoids.METHODS An internal hemorrhoid model was established in rats,and the rats were randomly divided into a modeling group[control group(CK group)]and a treatment group.One week after injection,Stereo-seq and electron microscopy were used to study the changes in gene expression and subcellular structures in fibroblasts.RESULTS Single-cell sequencing revealed differences in the expression and transcript levels of the genes collagen 3 alpha 1,decorin,and actin alpha 2 in fibroblasts between the CK group and the treatment group.Spatial transcriptome analysis revealed that genes of the sphingosine kinase 1(Sphk1)/sphingosine-1-phosphate(S1P)pathway spatially overlapped with key genes of the transforming growth factor beta 1 pathway,namely,Sphk1,S1P receptor,and transforming growth factor beta 1,in the treatment group.The proportion of fibroblasts was lower in the treatment group than in the CK group,and Xiaozhiling treatment had a significant effect on the proportion of fibroblasts in hemorrhoidal tissue.Immunohistochemistry revealed a significant increase in the expression of a fibroblast marker.Electron microscopy showed that the endoplasmic reticulum of fibroblasts contained a large amount of glycogen,indicating cell activation.Fibroblast activation and the expression of key genes of the Sphk1-S1P pathway could be observed at the injection site,suggesting that after Xiaozhiling intervention,the Sphk1-S1P pathway could be activated to promote fibrosis.CONCLUSION Xiaozhiling injection exerts its therapeutic effects on internal hemorrhoids by promoting collagen synthesis and secretion in fibroblasts.After Xiaozhiling intervention,the Sphk1-S1P pathway can be activated to promote fibrosis.展开更多
Tumors are complex ecosystems in which heterogeneous cancer cells interact with their microenvironment composed of diverse immune,endothelial,and stromal cells.Cancer biology had been studied using bulk genomic and ge...Tumors are complex ecosystems in which heterogeneous cancer cells interact with their microenvironment composed of diverse immune,endothelial,and stromal cells.Cancer biology had been studied using bulk genomic and gene expression profiling,which however mask the cellular diversity and average the variability among individual molecular programs.Recent advances in single-cell transcriptomic sequencing have enabled a detailed dissection of tumor ecosystems and promoted our understanding of tumorigenesis at single-cell resolution.In the present review,we discuss the main topics of recent cancer studies that have implemented singlecell RNA sequencing(scRNA-seq).To study cancer cells,scRNA-seq has provided novel insights into the cancer stem-cell model,treatment resistance,and cancer metastasis.To study the tumor microenvironment,scRNA-seq has portrayed the diverse cell types and complex cellular states of both immune and non-immune cells interacting with cancer cells,with the promise to discover novel targets for future immunotherapy.展开更多
In this paper,a standardized analysis method is established for identifying meat quality-related genes in Ordos finewool sheep using transcriptome sequencing data.A meticulously standardized approach is utilized to in...In this paper,a standardized analysis method is established for identifying meat quality-related genes in Ordos finewool sheep using transcriptome sequencing data.A meticulously standardized approach is utilized to investigate the genetic determinants of meat quality in Ordos fine-wool sheep through transcriptome sequencing analysis.Muscle samples from the longissimus dorsi of one-year-old sheep are collected under controlled conditions,and key texture properties—hardness,elasticity,and chewiness—are measured to categorize samples into high-and low-textural-value groups.Genes significantly associated with meat quality traits are identified through standardized RNA extraction,high-throughput sequencing,and differential gene expression analysis.Functional enrichment analysis reveals their involvement in biological processes such as extracellular matrix organization and metabolic pathways.The findings underscore the pivotal role of standardization in meat quality research,laying a solid scientific foundation for future research on meat quality improvement and molecular breeding.展开更多
The coding product of alginate-c5-mannuronan-epimerase gene （algG gene） can catalyze the conversion of mannuronate to guluronate and determine the M/G ratio of alginate. Most of the current knowledge about genes inv...The coding product of alginate-c5-mannuronan-epimerase gene （algG gene） can catalyze the conversion of mannuronate to guluronate and determine the M/G ratio of alginate. Most of the current knowledge about genes involved in the alginate biosynthesis comes from bacterial systems. In this article, based on some algal and bacterial algG genes registered on GenBank and EMBL databases, we predicted 94 algG genes open reading frame （ORF） sequences of brown algae from the 1 000 Plant Transcriptome Sequencing Project （OneKP）. By method of transcriptomic sequence analysis, gene structure and gene localization analysis, multiple sequence alignment and phylogenetic tree construction, we studied the algal algG gene family characteristics, the structure modeling and conserved motifs of AlgG protein, the origin of alginate biosyn-thesis and the variation incidents that might have happened during evolution in algae. Although there are different members in the algal algG gene family, almost all of them harbor the conserved epimerase region. Based on the phylogenetic analysis of algG genes, we proposed that brown algae acquired the alginate bio-synthesis pathway from an ancient bacterium by horizontal gene transfer （HGT）. Afterwards, followed by duplications, chromosome disorder, mutation or recombination during evolution, brown algal algG genes were divided into different types.展开更多
Saccharina is one of the most important cold-water living marine brown algal genera. In this study we ana-lyzed the transcriptome of S. japonica, which belongs to the 1 000 Plants （OneKP） Project, by using a next-ge...Saccharina is one of the most important cold-water living marine brown algal genera. In this study we ana-lyzed the transcriptome of S. japonica, which belongs to the 1 000 Plants （OneKP） Project, by using a next-generation high-throughput DNA sequencing technique. About 5.16 GB of raw data were generated, and 65 536 scaffolds with an average length of 454 bp were assembled with SOAP de novo assembly method. In total, 19 040 unigenes were identified by BLAST;25 734 scaffolds were clustered into 37 Gene ontology functional groups;6 760 scaffolds were classified into 25 COG categories, as well as 2 665 scaffolds that were assigned to 306 KEGG pathways. Majority of the unigenes exhibited more similarities to algae including brown algae and diatom than other cyanobacteria, marine diatom, and plant. Saccharina japonica has the outstanding capability to accumulate halogen such as Br and I via halogenation processes from seawater. We acquired 42 different vanadium-dependent haloperoxidases （vHPO） in S. japonica transcriptome data, including 5 segments of vanadium-dependent iodoperoxidase （vIPO） and 37 segments of vanadium-de-pendent bromoperoxidase （vBPO）. Complicated analyses of identified fulllength S. japonica vBPO1 and S. japonica vBPO2 revealed the importance of vBPO among species of brown algae and the strong relationship between marine algal vBPOs and vIPOs. This study will enhance our understanding of the biological charac-teristics and economic values of S. japonica species.展开更多
Gene sequencing is a great way to interpret life, and high-throughput sequencing technology is a revolutionary technological innovation in gene sequencing researches. This technology is characterized by low cost and h...Gene sequencing is a great way to interpret life, and high-throughput sequencing technology is a revolutionary technological innovation in gene sequencing researches. This technology is characterized by low cost and high-throughput data. Currently, high-throughput sequencing technology has been widely applied in multi-level researches on genomics, transcriptomics and epigenomics. And it has fundamentally changed the way we approach problems in basic and translational researches and created many new possibilities. This paper presented a general description of high-throughput sequencing technology and a comprehensive review of its application with plain, concisely and precisely. In order to help researchers finish their work faster and better, promote science amateurs and understand it easier and better.展开更多
Oviductus Ranae is the dried oviduct of female Rana tem-poraria chensinensis （David）, distributed mainly in North- eastern China. Oviductus Ranae is one of the best-known and highly valued oriental foods and medicin...Oviductus Ranae is the dried oviduct of female Rana tem-poraria chensinensis （David）, distributed mainly in North- eastern China. Oviductus Ranae is one of the best-known and highly valued oriental foods and medicines. Traditional Chinese medicine holds that Oviductus Ranae can nourish yin, moisten lung and replenish the kidney essence. Meanwhile, activities of Oviductus Ranae such as anti-aging, anti-lipemic, anti-oxidation and anti-fatigue have also been demonstrated by modern phar-macological studies. Previous studies have shown that Oviductus Ranae is mainly composed of proteins, which are up to 50% or more.展开更多
The mechanisms that regulate the specificity and maintenance of chicken muscle fiber types remain largely unknown. In mammals, CSRP3 has been shown to play a vital role in the maintenance of typical muscle structure a...The mechanisms that regulate the specificity and maintenance of chicken muscle fiber types remain largely unknown. In mammals, CSRP3 has been shown to play a vital role in the maintenance of typical muscle structure and function. This study investigated the role that CSRP3 plays in chicken skeletal muscle. First, the antibody against chicken CSRP3 protein was prepared, and the expression levels of the mRNA and protein of the CSRP3 gene in four chicken skeletal muscles with different myofiber compositions were compared. Then the effects of CSRP3 silencing on the expression profile of chicken myoblast transcriptomes were analyzed. The results showed that the expression levels of the mRNA and protein of the CSRP3 gene were both associated with the composition of fiber types in chicken skeletal muscles. A total of 650 genes with at least 1.5-fold differences(Q<0.05) were identified, of which 255 genes were upregulated and 395 genes were downregulated by CSRP3 silencing. Functional enrichment showed that several pathways, including adrenergic signaling in cardiomyocytes, adipocytokine signaling pathway and apelin signaling pathway, were significantly(P<0.05) enriched both in differentially expressed genes and all expressed genes. The co-expressed gene network suggested that CSRP3 silencing caused a compensatory upregulation(Q<0.05) of genes related to the assembly of myofibrils, muscle differentiation, and contraction. Meanwhile, two fast myosin heavy chain genes(MyH1B and MyH1E)were upregulated(Q<0.05) upon CSRP3 silencing. These results suggested that CSRP3 plays a crucial role in chicken myofiber composition, and affects the distribution of chicken myofiber types, probably by regulating the expression of MyH1B and MyH1E.展开更多
Watermelon(Citrullus lanatus(Thunb.) Matsum. & Nakai) is an important cucurbit crop grown worldwide. Watermelon fruit quality, fertility, and seed-setting rate are closely related to male flower development. In th...Watermelon(Citrullus lanatus(Thunb.) Matsum. & Nakai) is an important cucurbit crop grown worldwide. Watermelon fruit quality, fertility, and seed-setting rate are closely related to male flower development. In this study, the different developmental stages of flower buds of the watermelon cultivar ’Xinteda Zhengkang 9’ were distinguished by cytological observation, and transcriptome sequencing analysis was performed subsequently. Acetocarmine staining of anthers was performed and the longitudinal and transverse diameters of the unopened male flower buds were measured. Cytological observations of anthers at different developmental stages showed that the anther grew from the tetrad to the mature stage, and the longitudinal and transverse diameters of the flower buds increased. The length of the male flower buds also changed significantly during development. Transcriptome sequencing analysis at four periods, the tetrad(A group), mononuclear(B group), dikaryophase(C group), and mature stages(D group). A total of 16 288 differentially expressed genes(DEGs) were detected in the four stages, with the prolongation of developmental stages, the number of DEGs increased gradually in the comparison groups, there was 2 014, 3 259, 4 628, 1 490, 3 495 and 1 132 DEGs revealed in six comparison groups(A-vs.-B, A-vs.-C, A-vs.-D, B-vs.-C, B-vs.-D, and C-vs.-D), respectively. Gene Ontology(GO) and KEGG enrichment analysis showed that the DEGs were mainly enriched in cellular component and starch and sucrose metabolism, phenylpropanoid biosynthesis and pentose sugar, etc. Finally, we completely screened 59 DEGs in the six comparison groups, interestingly, we found one pollen-specific protein(Cla001608) that was significantly down-regulated(the value of log2 Fold Change up to 17.32), which indicated that it may play an important role in the development of male flowers. This work provides insight into the molecular basis of the developmental stages of male flowers in watermelon and may aid in dominant cross breeding.展开更多
OBJECTIVE: To corroborate the efficacy of Jintiange capsules(JTGs)( 金天格胶囊) in the treatment of osteoarthritis(OA) by exploring the potential mechanism of action of synovial mesenchymal stem cell exosomes(SMSC-Exo...OBJECTIVE: To corroborate the efficacy of Jintiange capsules(JTGs)( 金天格胶囊) in the treatment of osteoarthritis(OA) by exploring the potential mechanism of action of synovial mesenchymal stem cell exosomes(SMSC-Exos) and articular chondrocytes(ACs) through transcriptome sequencing(RNA-seq). METHODS: Type Ⅱ collagenase was used to induce OA in rats. The efficacy of JTGs was confirmed by macroscopic observation of articular cartilage, micro-CT observation, and safranin fast green staining. After SMSC-Exos and ACs were qualified, RNA-seq was used to screen differentially expressed mi RNAs and m RNAs. The target genes of differentially expressed mi RNAs in Synovial mesenchymal stem cells(SMSCs) were predicted based on the multi Mi R R package. The codifferentially expressed genes of SMSC-Exos and ACs were obtained by venny 2.1.0. The mi RNA-m RNA regulatory network was constructed by Cytoscape software. Based on the Omic Share platform, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis was performed on the m RNA regulated by key mi RNAs. Expression trend analysis was performed for co-differentially expressed genes. Correlation analysis was performed on micro-CT efficacy indicators, co-differentially expressed genes mRNA and miRNA. RESULTS: The efficacy of each administration group of JTGs was significant compared with the model group. SMSC-Exos and ACs were identified by their characteristics. The expression of rno-mi R-23a-3p, rnomi R-342-3p, rno-miR-146b-5p, rno-miR-501-3p, rnomiR-214-3p was down-regulated in OA pathological state, and the expression of rno-mi R-222-3p, rno-mi R-30e-3p, rno-mi R-676, and rno-miR-192-5p expression was upregulated, and the expression of all these mi RNAs was reversed after the intervention with JTGs containing serum. The co-differentially expressed genes were enriched in the interleukin 17 signaling pathway, tumor necrosis factor signaling pathway, transforming growth factor-β signaling pathway, etc. The expression trends of Ccl7, Akap12, Grem2, Egln3, Arhgdib, Ccl20, Mmp12, Pla2g2a, and Nr4a1 were significant. There was a correlation between micro-CT pharmacodynamic index, m RNA, and mi RNA. CONCLUSION: JTGs can improve the degeneration of joint cartilage and achieve the purpose of cartilage protection, which can be used for the treatment of OA. SMSCs-related mi RNA expression profiles were significantly altered after the intervention with JTGs containing serum. The 9 co-differentially expressed genes may be the key targets for the efficacy of JTGs in the treatment of OA rats, which can be used for subsequent validation.展开更多
Betaphycus gelatinus, Kappaphycus alvarezii and Eucheuma denticulatum of Family Solieriaceae, Order Gi-gartinales, Class Rhodophyceae are three important carrageenan-producing red algal species, which pro-duce differe...Betaphycus gelatinus, Kappaphycus alvarezii and Eucheuma denticulatum of Family Solieriaceae, Order Gi-gartinales, Class Rhodophyceae are three important carrageenan-producing red algal species, which pro-duce different types of carrageenans, beta （β）-carrageenan, kappa （κ）-carrageenan and iota （ι）-carrageenan. So far the carrageenan biosynthesis pathway is not fully understood and few information is about the So-lieriaceae genome and transcriptome sequence. Here, we performed the de novo transcriptome sequencing, assembly, functional annotation and comparative analysis of these three commercial-valuable species using an Illumina short-sequencing platform Hiseq 2000 and bioinformatic software. Furthermore, we compared the different expression of some unigenes involved in some pathways relevant to carrageenan biosynthe-sis. We finally found 861 different expressed KEGG orthologs which contained a glycolysis/gluconeogenesis pathway （21 orthologs）, carbon fixation in photosynthetic organisms （16 orthologs）, galactose metabolism （5 orthologs）, and fructose and mannose metabolism （9 orthologs） which are parts of the carbohydrate me-tabolism. We also found 8 different expressed KEGG orthologs for sulfur metabolism which might be impor-tantly related to biosynthesis of different types of carrageenans. The results presented in this study provided valuable resources for functional genomics annotation and investigation of mechanisms underlying the biosynthesis of carrageenan in Family Solieriaceae.展开更多
Following spinal cord ischemia/reperfusion injury,an endogenous damage system is immediately activated and participates in a cascade reaction.It is difficult to interpret dynamic changes in these pathways,but the exam...Following spinal cord ischemia/reperfusion injury,an endogenous damage system is immediately activated and participates in a cascade reaction.It is difficult to interpret dynamic changes in these pathways,but the examination of the transcriptome may provide some information.The transcriptome reflects highly dynamic genomic and genetic information and can be seen as a precursor for the proteome.We used DNA microarrays to measure the expression levels of dynamic evolution-related m RNA after spinal cord ischemia/reperfusion injury in rats.The abdominal aorta was blocked with a vascular clamp for 90 minutes and underwent reperfusion for 24 and 48 hours.The simple ischemia group and sham group served as controls.After rats had regained consciousness,hindlimbs showed varying degrees of functional impairment,and gradually improved with prolonged reperfusion in spinal cord ischemia/reperfusion injury groups.Hematoxylin-eosin staining demonstrated that neuronal injury and tissue edema were most severe in the 24-hour reperfusion group,and mitigated in the 48-hour reperfusion group.There were 8,242 differentially expressed m RNAs obtained by Multi-Class Dif in the simple ischemia group,24-hour and 48-hour reperfusion groups.Sixteen m RNA dynamic expression patterns were obtained by Serial Test Cluster.Of them,five patterns were significant.In the No.28 pattern,all differential genes were detected in the 24-hour reperfusion group,and their expressions showed a trend in up-regulation.No.11 pattern showed a decreasing trend in m RNA whereas No.40 pattern showed an increasing trend in m RNA from ischemia to 48 hours of reperfusion,and peaked at 48 hours.In the No.25 and No.27 patterns,differential expression appeared only in the 24-hour and 48-hour reperfusion groups.Among the five m RNA dynamic expression patterns,No.11 and No.40 patterns could distinguish normal spinal cord from pathological tissue.No.25 and No.27 patterns could distinguish simple ischemia from ischemia/reperfusion.No.28 pattern could analyze the need for inducing reperfusion injury.The study of specific pathways and functions for different dynamic patterns can provide a theoretical basis for clinical differential diagnosis and treatment of spinal cord ischemia/reperfusion injury.展开更多
Few effective therapies have been developed for the treatment of lung squamous cell carcinoma （SQCC）, in part due to a lack of un- derstanding regarding the mechanisms underlying the initiation and development of th...Few effective therapies have been developed for the treatment of lung squamous cell carcinoma （SQCC）, in part due to a lack of un- derstanding regarding the mechanisms underlying the initiation and development of this disease. Whole transcriptome sequencing not only provides insight into the expression of all transcribed genes, but offers an efficient approach for identifying genetic variations, including gene fusions, mutations and alternative splicing. In this study, we performed whole transcriptome sequencing of 10 patients with stage IIIA lung SQCC, and discovered a large number of single nucleotide variants （SNVs： mean of 12.2 SNVs/Mb）, with C〉T/G〉A and A〉G/T〉C transitions being the most frequently observed. Additionally, a total of 132 gene fusions were identified based upon TopHat alignments, 70.5% （93/132） of which occurred as a result of intra-chromosomal rearrangements. Based on the number of supporting reads for each fusion, we further validated 20 of the 26 top gene fusions by RT-PCR and Sanger sequencing. Taken together, these data provide an in-depth view of transcriptional alterations in lung SQCC patients, and may be useful for identification of new therapeutic targets.展开更多
BACKGROUND Esophageal squamous cell carcinoma(ESCC)is one of the most common malignancies worldwide,and its development comprises a multistep process from intraepithelial neoplasia(IN)to carcinoma(CA).However,the crit...BACKGROUND Esophageal squamous cell carcinoma(ESCC)is one of the most common malignancies worldwide,and its development comprises a multistep process from intraepithelial neoplasia(IN)to carcinoma(CA).However,the critical regulators and underlying molecular mechanisms remain largely unknown.AIM To explore the genes and infiltrating immune cells in the microenvironment that are associated with the multistage progression of ESCC to facilitate diagnosis and early intervention.METHODS A mouse model mimicking the multistage development of ESCC was established by providing warter containing 4-nitroquinoline 1-oxide(4NQO)to C57BL/6 mice.Moreover,we established a control group without 4NQO treatment of mice.Then,transcriptome sequencing was performed for esophageal tissues from patients with different pathological statuses,including low-grade IN(LGIN),high-grade IN(HGIN),and CA,and controlled normal tissue(NOR)samples.Differentially expressed genes(DEGs)were identified in the LGIN,HGIN,and CA groups,and the biological functions of the DEGs were analyzed via Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses.The CIBERSORT algorithm was used to detect the pattern of immune cell infilt-ration.Immunohistochemistry(IHC)was also conducted to validate our results.Finally,the Luminex multiplex cytokine analysis was utilized to measure the serum cytokine levels in the mice.RESULTS Compared with those in the NOR group,a total of 681541,and 840 DEGs were obtained in the LGIN,HGIN,and CA groups,respectively.Using the intersection of the three sets of DEGs,we identified 86 genes as key genes involved in the development of ESCC.Enrichment analysis revealed that these genes were enriched mainly in the keratinization,epidermal cell differentiation,and interleukin(IL)-17 signaling pathways.CIBERSORT analysis revealed that,compared with those in the NOR group,M0 and M1 macrophages in the 4NQO group showed stronger infiltration,which was validated by IHC.Serum cytokine analysis revealed that,compared with those in the NOR group,IL-1βand IL-6 were upregulated,while IL-10 was downregulated in the LGIN,HGIN,and CA groups.Moreover,the expression of the representative key genes,such as S100a8 and Krt6b,was verified in external human samples,and the results of immunohistochemical staining were consistent with the findings in mice.CONCLUSION We identified a set of key genes represented by S100a8 and Krt6b and investigated their potential biological functions.In addition,we found that macrophage infiltration and abnormal alterations in the levels of inflam-mation-associated cytokines,such as IL-1β,IL-6,and IL-10,in the peripheral blood may be closely associated with the development of ESCC.展开更多
Small RNAs in Penicillium digitatum were identified and analyzed via transcriptome sequencing on the BGISEQ-500 platform. A total of 15 predicted miRNAs and 10718 novel siRNAs were found. Their length distribution, se...Small RNAs in Penicillium digitatum were identified and analyzed via transcriptome sequencing on the BGISEQ-500 platform. A total of 15 predicted miRNAs and 10718 novel siRNAs were found. Their length distribution, sequence, predicted construction, base bias, expression levels and potential targets were determined as well. Through pathway and KEGG enrichment analysis, the miRNA target genes were mostly involved in carbohydrate metabolism, transport and catabolism, translation and amino acid metabolism. The target genes involved in aflatoxin biosynthesis and proteasome had a higher rich factor value. The results will provide a theoretical foundation for understanding the developmental and pathogenic mechanisms of P. digitatum at the transcriptional level.展开更多
To explore the mechanism of Agaricus blazei Murrill enrichment of the heavy metal cadmium,we employed Illumina high-throughput sequencing to analyze the transcriptomes of A.blazei mycelia treated with and without exog...To explore the mechanism of Agaricus blazei Murrill enrichment of the heavy metal cadmium,we employed Illumina high-throughput sequencing to analyze the transcriptomes of A.blazei mycelia treated with and without exogenous cadmium addition,and then the differentially expressed genes(DEGs)of the strains with high and low cadmium enrichment between the control and cadmium treatment were screened out.The results showed that the DEGs were mainly involved in steroid biosynthesis,antibiotic biosynthesis,protein processing in endoplasmic reticulum,glutathione metabolism and other pathways.Carbon metabolism and glutathione metabolism may play an important role in the response of A.blazei mycelium to cadmium stress.展开更多
Most phaeophytes （brown algae） and rhodophytes （red algae） dwell exclusively in marine habitats and play important roles in marine ecology and biodiversity. Many of these brown and red algae are also important res...Most phaeophytes （brown algae） and rhodophytes （red algae） dwell exclusively in marine habitats and play important roles in marine ecology and biodiversity. Many of these brown and red algae are also important resources for industries such as food, medicine and materials due to their unique metabolisms and me-tabolites. However, many fundamental questions surrounding their origins, early diversification, taxonomy, and special metabolisms remain unsolved because of poor molecular bases in brown and red algal study. As part of the 1 000 Plant Project, the marine macroalgal transcriptomes of 19 Phaeophyceae species and 21 Rhodophyta species from China＇s coast were sequenced, covering a total of 2 phyla, 3 classes, 11 orders, and 19 families. An average of 2 Gb per sample and a total 87.3 Gb of RNA-seq raw data were generated. Approxi-mately 15 000 to 25 000 unigenes for each brown algal sample and 5 000 to 10 000 unigenes for each red algal sample were annotated and analyzed. The annotation results showed obvious differences in gene expres-sion and genome characteristics between red algae and brown algae;these differences could even be seen between multicellular and unicellular red algae. The results elucidate some fundamental questions about the phylogenetic taxonomy within phaeophytes and rhodophytes, and also reveal many novel metabolic pathways. These pathways include algal CO2 fixation and particular carbohydrate metabolisms, and related gene/gene family characteristics and evolution in brown and red algae. These findings build on known algal genetic information and significantly improve our understanding of algal biology, biodiversity, evolution, and potential utilization of these marine algae.展开更多
High fish predation pressure can trigger"induced defense"in Daphnia species,resulting in phenotypic plasticity in morphology,behavior,or life-history traits.The molecular mechanisms of defense morphogenesis(...High fish predation pressure can trigger"induced defense"in Daphnia species,resulting in phenotypic plasticity in morphology,behavior,or life-history traits.The molecular mechanisms of defense morphogenesis(e.g.,the tail spine and helmet)in Daphnia remain unclear.In the pres-ent study,the tail spine,helmet,and body of Daphnia galeata under fish and non-fish kairomones conditions were collected for transcriptome analysis.A total of 24 candidate genes related to the morphological defense of D.galeata were identified,including 2 trypsin,one cuticle protein,1 C1qDC protein,and 2 ferritin genes.The function of the Dagcut gene(D.galeata cuticle protein gene)in relation to tail spine morphology was assessed using RNA interference(RNAi).Compared with the EGFP(Enhanced green fluorescent protein)treatment,after RNAi,the expression levels of the Dagcut gene(D.galeata cuticle protein gene)showed a significant decrease.Correspondingly,the tail spines of the offspring pro-duced by D.galeata after RNAi of the Dagcut gene appeared curved during the experiment.In whole-mount in situ hybridization,a clear signal site was detected on the tail spine of D.galeata before RNAi which disappeared after RNAi.Our results suggest that the Dagcut gene may play an important role in tail spine formation of D.galeata,and will provide a theoretical basis for studying the molecular mechanisms of the morpho-logical plasticityin cladocera inthefuture.展开更多
Chiton(Ischnochiton hakodadensis) is one of marine mollusks well known for its eight separate shell plates. I. hakodadensis is important, which plays a vital role in the ecosystems it inhabits. So far, the genetic stu...Chiton(Ischnochiton hakodadensis) is one of marine mollusks well known for its eight separate shell plates. I. hakodadensis is important, which plays a vital role in the ecosystems it inhabits. So far, the genetic studies on the chiton are scarce due in part to insufficient genomic resources available for this species. In this study, we investigated the transcriptome of the chiton foot using Illumina sequencing technology. The reads were assembled and clustered into 256461 unigenes, of which 42247 were divided into diverse functional categories by Gene Ontology(GO) annotation terms, and 17256 mapped onto 365 pathways by KEGG pathway mapping. Meanwhile, a set of differentially expressed genes(DEGs) between distal and proximal muscles were identified as the foot adhesive locomotion associated, thus were useful for our future studies. Moreover, up to 679384 high-quality single nucleotide polymorphisms(SNPs) and 19814 simple sequence repeats(SSRs) were identified in this study, which are valuable for subsequent studies on genetic diversity and variation. The transcriptomic resource obtained in this study should aid to future genetic and genomic studies of chiton.展开更多
基金The National Natural Science Foundation of China under contract Nos 31140070,31271397 and 41206116the algal transcrip-tome sequencing was supported by 1KP Project(www.onekp.com)
文摘Three Gracilaria species, G. chouae, G. blodgettii, G. vermiculophylla and a close relative species, Gracilari-opsis lemaneiformis which is now nominated as Gracilaria lemaneiformis, are the typically indigenous spe-cies which are important resources for the production of special proteins, phycobilisomes, special carbo-hydrates, and agar in China. In this study, de novo transcriptome sequencing on these four species using the next generation sequencing technology was performed for the first time. Functional annotations on assembled sequencing reads showed that the transcriptomic profiles were quite different between G. lema-neiformis and other three Gracilaria species. Comparative analysis of differential gene expression related to carbohydrate and phycobiliprotein metabolisms also showed that the expression profiles of these essential genes were different in four species. The genes encoding allophycocyanin, phycocyanin and phycoerythrin were further examined in four species and their deduced amino acid sequences were used for phylogenetic analysis to confirm that G. lemaneiformis had close relationship to genus Gracilaria, as well as that within genus Gracilaria, G. chouae had closer relationship to G. vermiculophylla rather than to G. blodgettii. The de novo transcriptome study on four species provided a valuable genomic resource for further understanding and analysis on biological and evolutionary study among marine algae.
基金Supported by the National Natural Science Foundation of China,No.81774118the Foreign Cooperation Project of Science and Technology Department of Fujian Province,No.2023I0021the Medical Innovation Project of Fujian Province,No.2024CXB013.
文摘BACKGROUND Hemorrhoids,a prevalent chronic condition globally,significantly impact patients'quality of life.While various surgical interventions,such as external stripping and internal ligation,procedure for prolapse and hemorrhoids,and tissue selecting technique,are employed for treatment,they are often associated with postoperative complications,including unsatisfactory defecation,bleeding,and anal stenosis.In contrast,Xiaozhiling injection,a traditional Chinese medicine-based therapy,has emerged as a minimally invasive and effective alternative for internal hemorrhoids.This treatment offers distinct advantages,such as reduced dietary restrictions,broad applicability,and minimal induction of systemic inflammatory responses.Additionally,Xiaozhiling injection effectively eliminates hemorrhoid nuclei,prevents local tissue necrosis,preserves anal cushion integrity,and mitigates postoperative complications,including bleeding and prolapse.Despite its clinical efficacy,the molecular mechanisms underlying its therapeutic effects remain poorly understood,warranting further investigation.AIM To investigate the molecular mechanism underlying the therapeutic effect of Xiaozhiling injection in the treatment of internal hemorrhoids.METHODS An internal hemorrhoid model was established in rats,and the rats were randomly divided into a modeling group[control group(CK group)]and a treatment group.One week after injection,Stereo-seq and electron microscopy were used to study the changes in gene expression and subcellular structures in fibroblasts.RESULTS Single-cell sequencing revealed differences in the expression and transcript levels of the genes collagen 3 alpha 1,decorin,and actin alpha 2 in fibroblasts between the CK group and the treatment group.Spatial transcriptome analysis revealed that genes of the sphingosine kinase 1(Sphk1)/sphingosine-1-phosphate(S1P)pathway spatially overlapped with key genes of the transforming growth factor beta 1 pathway,namely,Sphk1,S1P receptor,and transforming growth factor beta 1,in the treatment group.The proportion of fibroblasts was lower in the treatment group than in the CK group,and Xiaozhiling treatment had a significant effect on the proportion of fibroblasts in hemorrhoidal tissue.Immunohistochemistry revealed a significant increase in the expression of a fibroblast marker.Electron microscopy showed that the endoplasmic reticulum of fibroblasts contained a large amount of glycogen,indicating cell activation.Fibroblast activation and the expression of key genes of the Sphk1-S1P pathway could be observed at the injection site,suggesting that after Xiaozhiling intervention,the Sphk1-S1P pathway could be activated to promote fibrosis.CONCLUSION Xiaozhiling injection exerts its therapeutic effects on internal hemorrhoids by promoting collagen synthesis and secretion in fibroblasts.After Xiaozhiling intervention,the Sphk1-S1P pathway can be activated to promote fibrosis.
基金This work was financially supported by the National Science and Technology Major Project(2019YFC1315702)the Guangdong Province Key Research and Development Program(2019B020226002).
文摘Tumors are complex ecosystems in which heterogeneous cancer cells interact with their microenvironment composed of diverse immune,endothelial,and stromal cells.Cancer biology had been studied using bulk genomic and gene expression profiling,which however mask the cellular diversity and average the variability among individual molecular programs.Recent advances in single-cell transcriptomic sequencing have enabled a detailed dissection of tumor ecosystems and promoted our understanding of tumorigenesis at single-cell resolution.In the present review,we discuss the main topics of recent cancer studies that have implemented singlecell RNA sequencing(scRNA-seq).To study cancer cells,scRNA-seq has provided novel insights into the cancer stem-cell model,treatment resistance,and cancer metastasis.To study the tumor microenvironment,scRNA-seq has portrayed the diverse cell types and complex cellular states of both immune and non-immune cells interacting with cancer cells,with the promise to discover novel targets for future immunotherapy.
基金funded by the 2023 Inner Mongolia Public Institution High-Level Talent Introduction Scientific Research Support Project,and the Ordos Municipal Science and Technology Major Special Project(Grant No.2022EEDSKJZDZX021).
文摘In this paper,a standardized analysis method is established for identifying meat quality-related genes in Ordos finewool sheep using transcriptome sequencing data.A meticulously standardized approach is utilized to investigate the genetic determinants of meat quality in Ordos fine-wool sheep through transcriptome sequencing analysis.Muscle samples from the longissimus dorsi of one-year-old sheep are collected under controlled conditions,and key texture properties—hardness,elasticity,and chewiness—are measured to categorize samples into high-and low-textural-value groups.Genes significantly associated with meat quality traits are identified through standardized RNA extraction,high-throughput sequencing,and differential gene expression analysis.Functional enrichment analysis reveals their involvement in biological processes such as extracellular matrix organization and metabolic pathways.The findings underscore the pivotal role of standardization in meat quality research,laying a solid scientific foundation for future research on meat quality improvement and molecular breeding.
基金The National High Technology Research and Development Program of China under contract No.2012AA10A406the National Nat-ural Science Foundation of China under contract Nos 41206116,31140070 and 31271397+3 种基金Technology Project of Ocean and Fisheries of Guangdong Province under contract No.A201201E03the Fundamental Research Funds for the Central Universities under contract No.201262003China Post-doctoral Science Foundation under contract No.2011M501167the algal transcriptome sequencing was supported by 1KP Project(www.onekp.com)
文摘The coding product of alginate-c5-mannuronan-epimerase gene （algG gene） can catalyze the conversion of mannuronate to guluronate and determine the M/G ratio of alginate. Most of the current knowledge about genes involved in the alginate biosynthesis comes from bacterial systems. In this article, based on some algal and bacterial algG genes registered on GenBank and EMBL databases, we predicted 94 algG genes open reading frame （ORF） sequences of brown algae from the 1 000 Plant Transcriptome Sequencing Project （OneKP）. By method of transcriptomic sequence analysis, gene structure and gene localization analysis, multiple sequence alignment and phylogenetic tree construction, we studied the algal algG gene family characteristics, the structure modeling and conserved motifs of AlgG protein, the origin of alginate biosyn-thesis and the variation incidents that might have happened during evolution in algae. Although there are different members in the algal algG gene family, almost all of them harbor the conserved epimerase region. Based on the phylogenetic analysis of algG genes, we proposed that brown algae acquired the alginate bio-synthesis pathway from an ancient bacterium by horizontal gene transfer （HGT）. Afterwards, followed by duplications, chromosome disorder, mutation or recombination during evolution, brown algal algG genes were divided into different types.
基金The National Natural Science Foundation of China under contract Nos 41206116,31140070 and 31271397Technology Project of Ocean and Fisheries of Guangdong Province under contract No.A201201E03+1 种基金the Fundamental Research Funds for the Central Universities under contract No.201262003the algal transcriptome sequencing was supported by OneKP Project(www.onekp.com)
文摘Saccharina is one of the most important cold-water living marine brown algal genera. In this study we ana-lyzed the transcriptome of S. japonica, which belongs to the 1 000 Plants （OneKP） Project, by using a next-generation high-throughput DNA sequencing technique. About 5.16 GB of raw data were generated, and 65 536 scaffolds with an average length of 454 bp were assembled with SOAP de novo assembly method. In total, 19 040 unigenes were identified by BLAST;25 734 scaffolds were clustered into 37 Gene ontology functional groups;6 760 scaffolds were classified into 25 COG categories, as well as 2 665 scaffolds that were assigned to 306 KEGG pathways. Majority of the unigenes exhibited more similarities to algae including brown algae and diatom than other cyanobacteria, marine diatom, and plant. Saccharina japonica has the outstanding capability to accumulate halogen such as Br and I via halogenation processes from seawater. We acquired 42 different vanadium-dependent haloperoxidases （vHPO） in S. japonica transcriptome data, including 5 segments of vanadium-dependent iodoperoxidase （vIPO） and 37 segments of vanadium-de-pendent bromoperoxidase （vBPO）. Complicated analyses of identified fulllength S. japonica vBPO1 and S. japonica vBPO2 revealed the importance of vBPO among species of brown algae and the strong relationship between marine algal vBPOs and vIPOs. This study will enhance our understanding of the biological charac-teristics and economic values of S. japonica species.
基金Supported by the National Natural Science Foundations of China(3127218631301791)
文摘Gene sequencing is a great way to interpret life, and high-throughput sequencing technology is a revolutionary technological innovation in gene sequencing researches. This technology is characterized by low cost and high-throughput data. Currently, high-throughput sequencing technology has been widely applied in multi-level researches on genomics, transcriptomics and epigenomics. And it has fundamentally changed the way we approach problems in basic and translational researches and created many new possibilities. This paper presented a general description of high-throughput sequencing technology and a comprehensive review of its application with plain, concisely and precisely. In order to help researchers finish their work faster and better, promote science amateurs and understand it easier and better.
基金supported by the National Key Technology Research and Development Program of the Ministry of Science and Technology of China (No. 2011BAI03B00)the National Science and Technology Major Project of the Ministry of Science and Technology of China (No. 2011ZX09401-305)
文摘Oviductus Ranae is the dried oviduct of female Rana tem-poraria chensinensis （David）, distributed mainly in North- eastern China. Oviductus Ranae is one of the best-known and highly valued oriental foods and medicines. Traditional Chinese medicine holds that Oviductus Ranae can nourish yin, moisten lung and replenish the kidney essence. Meanwhile, activities of Oviductus Ranae such as anti-aging, anti-lipemic, anti-oxidation and anti-fatigue have also been demonstrated by modern phar-macological studies. Previous studies have shown that Oviductus Ranae is mainly composed of proteins, which are up to 50% or more.
基金supported by the earmarked fund for China Agriculture Research System (CARS-41)the earmarked fund for Jiangsu Agricultural Industry Technology System, China (JATS[2021]396)+6 种基金the Special Fund for Major Breeding Programs in Jiangsu Province (PZCZ201728)the Natural Science Foundation of Jiangsu Province (BK20161322, BK20211121, and BK20210955)the Projects of Key Laboratory for Poultry Genetics and Breeding of Jiangsu Province (JQLAB-ZZ-201703)the Open Project Program of Joint International Research Laboratory of Agriculture and Agri-Product Safety of the Ministry of Education, Yangzhou University, China (JILAR-KF202020)the Yangzhou Science and Technology Support Program for Modem Agriculture (YZ2021029)the Jiangsu Provincal Agricultural Independent Innovation Fund Project (CX(21)2011-1)the Independent Scientific Foundation of Public Welfare Scientific Institutes of Jiangsu Province (BM2018026)。
文摘The mechanisms that regulate the specificity and maintenance of chicken muscle fiber types remain largely unknown. In mammals, CSRP3 has been shown to play a vital role in the maintenance of typical muscle structure and function. This study investigated the role that CSRP3 plays in chicken skeletal muscle. First, the antibody against chicken CSRP3 protein was prepared, and the expression levels of the mRNA and protein of the CSRP3 gene in four chicken skeletal muscles with different myofiber compositions were compared. Then the effects of CSRP3 silencing on the expression profile of chicken myoblast transcriptomes were analyzed. The results showed that the expression levels of the mRNA and protein of the CSRP3 gene were both associated with the composition of fiber types in chicken skeletal muscles. A total of 650 genes with at least 1.5-fold differences(Q<0.05) were identified, of which 255 genes were upregulated and 395 genes were downregulated by CSRP3 silencing. Functional enrichment showed that several pathways, including adrenergic signaling in cardiomyocytes, adipocytokine signaling pathway and apelin signaling pathway, were significantly(P<0.05) enriched both in differentially expressed genes and all expressed genes. The co-expressed gene network suggested that CSRP3 silencing caused a compensatory upregulation(Q<0.05) of genes related to the assembly of myofibrils, muscle differentiation, and contraction. Meanwhile, two fast myosin heavy chain genes(MyH1B and MyH1E)were upregulated(Q<0.05) upon CSRP3 silencing. These results suggested that CSRP3 plays a crucial role in chicken myofiber composition, and affects the distribution of chicken myofiber types, probably by regulating the expression of MyH1B and MyH1E.
基金supported by the China Agriculture Research System of MOF and MARA(CARS-25)the Central Public-interest Scientific Institution Basal Research Fund,China(Y2019XK16-03)+2 种基金the Agricultural Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences(CAASASTIP-2020-ZFRI)the Key Scientific and Technological Project of Henan Province,China(202102110194)the Major Science and Technology Project in Zhengzhou,China(188PCXZX802)。
文摘Watermelon(Citrullus lanatus(Thunb.) Matsum. & Nakai) is an important cucurbit crop grown worldwide. Watermelon fruit quality, fertility, and seed-setting rate are closely related to male flower development. In this study, the different developmental stages of flower buds of the watermelon cultivar ’Xinteda Zhengkang 9’ were distinguished by cytological observation, and transcriptome sequencing analysis was performed subsequently. Acetocarmine staining of anthers was performed and the longitudinal and transverse diameters of the unopened male flower buds were measured. Cytological observations of anthers at different developmental stages showed that the anther grew from the tetrad to the mature stage, and the longitudinal and transverse diameters of the flower buds increased. The length of the male flower buds also changed significantly during development. Transcriptome sequencing analysis at four periods, the tetrad(A group), mononuclear(B group), dikaryophase(C group), and mature stages(D group). A total of 16 288 differentially expressed genes(DEGs) were detected in the four stages, with the prolongation of developmental stages, the number of DEGs increased gradually in the comparison groups, there was 2 014, 3 259, 4 628, 1 490, 3 495 and 1 132 DEGs revealed in six comparison groups(A-vs.-B, A-vs.-C, A-vs.-D, B-vs.-C, B-vs.-D, and C-vs.-D), respectively. Gene Ontology(GO) and KEGG enrichment analysis showed that the DEGs were mainly enriched in cellular component and starch and sucrose metabolism, phenylpropanoid biosynthesis and pentose sugar, etc. Finally, we completely screened 59 DEGs in the six comparison groups, interestingly, we found one pollen-specific protein(Cla001608) that was significantly down-regulated(the value of log2 Fold Change up to 17.32), which indicated that it may play an important role in the development of male flowers. This work provides insight into the molecular basis of the developmental stages of male flowers in watermelon and may aid in dominant cross breeding.
基金Shaanxi Province Key R&D Program (2022SF-238)Chinese Medicine Pharmaceutical Key Discipline of Shaanxi province (303061107)+1 种基金Discipline Innovation team Project of Shaanxi University of Chinese Medicine (2019-YL11)Shaanxi Province Key subject of pharmacy engineering of Shaanxi Provincial Traditional Chinese Medicine administration (2017001)。
文摘OBJECTIVE: To corroborate the efficacy of Jintiange capsules(JTGs)( 金天格胶囊) in the treatment of osteoarthritis(OA) by exploring the potential mechanism of action of synovial mesenchymal stem cell exosomes(SMSC-Exos) and articular chondrocytes(ACs) through transcriptome sequencing(RNA-seq). METHODS: Type Ⅱ collagenase was used to induce OA in rats. The efficacy of JTGs was confirmed by macroscopic observation of articular cartilage, micro-CT observation, and safranin fast green staining. After SMSC-Exos and ACs were qualified, RNA-seq was used to screen differentially expressed mi RNAs and m RNAs. The target genes of differentially expressed mi RNAs in Synovial mesenchymal stem cells(SMSCs) were predicted based on the multi Mi R R package. The codifferentially expressed genes of SMSC-Exos and ACs were obtained by venny 2.1.0. The mi RNA-m RNA regulatory network was constructed by Cytoscape software. Based on the Omic Share platform, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis was performed on the m RNA regulated by key mi RNAs. Expression trend analysis was performed for co-differentially expressed genes. Correlation analysis was performed on micro-CT efficacy indicators, co-differentially expressed genes mRNA and miRNA. RESULTS: The efficacy of each administration group of JTGs was significant compared with the model group. SMSC-Exos and ACs were identified by their characteristics. The expression of rno-mi R-23a-3p, rnomi R-342-3p, rno-miR-146b-5p, rno-miR-501-3p, rnomiR-214-3p was down-regulated in OA pathological state, and the expression of rno-mi R-222-3p, rno-mi R-30e-3p, rno-mi R-676, and rno-miR-192-5p expression was upregulated, and the expression of all these mi RNAs was reversed after the intervention with JTGs containing serum. The co-differentially expressed genes were enriched in the interleukin 17 signaling pathway, tumor necrosis factor signaling pathway, transforming growth factor-β signaling pathway, etc. The expression trends of Ccl7, Akap12, Grem2, Egln3, Arhgdib, Ccl20, Mmp12, Pla2g2a, and Nr4a1 were significant. There was a correlation between micro-CT pharmacodynamic index, m RNA, and mi RNA. CONCLUSION: JTGs can improve the degeneration of joint cartilage and achieve the purpose of cartilage protection, which can be used for the treatment of OA. SMSCs-related mi RNA expression profiles were significantly altered after the intervention with JTGs containing serum. The 9 co-differentially expressed genes may be the key targets for the efficacy of JTGs in the treatment of OA rats, which can be used for subsequent validation.
基金The National Natural Science Foundation of China under contract Nos 31140070,31271397 and 41206116the algal transcrip-tome sequencing was supported by 1KP Project(www.onekp.com)
文摘Betaphycus gelatinus, Kappaphycus alvarezii and Eucheuma denticulatum of Family Solieriaceae, Order Gi-gartinales, Class Rhodophyceae are three important carrageenan-producing red algal species, which pro-duce different types of carrageenans, beta （β）-carrageenan, kappa （κ）-carrageenan and iota （ι）-carrageenan. So far the carrageenan biosynthesis pathway is not fully understood and few information is about the So-lieriaceae genome and transcriptome sequence. Here, we performed the de novo transcriptome sequencing, assembly, functional annotation and comparative analysis of these three commercial-valuable species using an Illumina short-sequencing platform Hiseq 2000 and bioinformatic software. Furthermore, we compared the different expression of some unigenes involved in some pathways relevant to carrageenan biosynthe-sis. We finally found 861 different expressed KEGG orthologs which contained a glycolysis/gluconeogenesis pathway （21 orthologs）, carbon fixation in photosynthetic organisms （16 orthologs）, galactose metabolism （5 orthologs）, and fructose and mannose metabolism （9 orthologs） which are parts of the carbohydrate me-tabolism. We also found 8 different expressed KEGG orthologs for sulfur metabolism which might be impor-tantly related to biosynthesis of different types of carrageenans. The results presented in this study provided valuable resources for functional genomics annotation and investigation of mechanisms underlying the biosynthesis of carrageenan in Family Solieriaceae.
基金supported by the National Natural Science Foundation of China,No.81350013 and 31572217
文摘Following spinal cord ischemia/reperfusion injury,an endogenous damage system is immediately activated and participates in a cascade reaction.It is difficult to interpret dynamic changes in these pathways,but the examination of the transcriptome may provide some information.The transcriptome reflects highly dynamic genomic and genetic information and can be seen as a precursor for the proteome.We used DNA microarrays to measure the expression levels of dynamic evolution-related m RNA after spinal cord ischemia/reperfusion injury in rats.The abdominal aorta was blocked with a vascular clamp for 90 minutes and underwent reperfusion for 24 and 48 hours.The simple ischemia group and sham group served as controls.After rats had regained consciousness,hindlimbs showed varying degrees of functional impairment,and gradually improved with prolonged reperfusion in spinal cord ischemia/reperfusion injury groups.Hematoxylin-eosin staining demonstrated that neuronal injury and tissue edema were most severe in the 24-hour reperfusion group,and mitigated in the 48-hour reperfusion group.There were 8,242 differentially expressed m RNAs obtained by Multi-Class Dif in the simple ischemia group,24-hour and 48-hour reperfusion groups.Sixteen m RNA dynamic expression patterns were obtained by Serial Test Cluster.Of them,five patterns were significant.In the No.28 pattern,all differential genes were detected in the 24-hour reperfusion group,and their expressions showed a trend in up-regulation.No.11 pattern showed a decreasing trend in m RNA whereas No.40 pattern showed an increasing trend in m RNA from ischemia to 48 hours of reperfusion,and peaked at 48 hours.In the No.25 and No.27 patterns,differential expression appeared only in the 24-hour and 48-hour reperfusion groups.Among the five m RNA dynamic expression patterns,No.11 and No.40 patterns could distinguish normal spinal cord from pathological tissue.No.25 and No.27 patterns could distinguish simple ischemia from ischemia/reperfusion.No.28 pattern could analyze the need for inducing reperfusion injury.The study of specific pathways and functions for different dynamic patterns can provide a theoretical basis for clinical differential diagnosis and treatment of spinal cord ischemia/reperfusion injury.
基金supported by the grants from the National Natural Science Foundation of China (No. 81272618) to YiLong WuGuangdong Provincial Key Laboratory of Lung Cancer Translational Medicine (No. 2012A061400006)Special Fund for Research in the Public Interest from National Health and Family Planning Commission of PRC (No. 201402031)
文摘Few effective therapies have been developed for the treatment of lung squamous cell carcinoma （SQCC）, in part due to a lack of un- derstanding regarding the mechanisms underlying the initiation and development of this disease. Whole transcriptome sequencing not only provides insight into the expression of all transcribed genes, but offers an efficient approach for identifying genetic variations, including gene fusions, mutations and alternative splicing. In this study, we performed whole transcriptome sequencing of 10 patients with stage IIIA lung SQCC, and discovered a large number of single nucleotide variants （SNVs： mean of 12.2 SNVs/Mb）, with C〉T/G〉A and A〉G/T〉C transitions being the most frequently observed. Additionally, a total of 132 gene fusions were identified based upon TopHat alignments, 70.5% （93/132） of which occurred as a result of intra-chromosomal rearrangements. Based on the number of supporting reads for each fusion, we further validated 20 of the 26 top gene fusions by RT-PCR and Sanger sequencing. Taken together, these data provide an in-depth view of transcriptional alterations in lung SQCC patients, and may be useful for identification of new therapeutic targets.
基金Supported by National Natural Foundation of China,No.821742232019 Chinese and Western Medicine Clinical Collaborative Capacity Building Project for Major Difficult Diseases,No.2019-ZX-005。
文摘BACKGROUND Esophageal squamous cell carcinoma(ESCC)is one of the most common malignancies worldwide,and its development comprises a multistep process from intraepithelial neoplasia(IN)to carcinoma(CA).However,the critical regulators and underlying molecular mechanisms remain largely unknown.AIM To explore the genes and infiltrating immune cells in the microenvironment that are associated with the multistage progression of ESCC to facilitate diagnosis and early intervention.METHODS A mouse model mimicking the multistage development of ESCC was established by providing warter containing 4-nitroquinoline 1-oxide(4NQO)to C57BL/6 mice.Moreover,we established a control group without 4NQO treatment of mice.Then,transcriptome sequencing was performed for esophageal tissues from patients with different pathological statuses,including low-grade IN(LGIN),high-grade IN(HGIN),and CA,and controlled normal tissue(NOR)samples.Differentially expressed genes(DEGs)were identified in the LGIN,HGIN,and CA groups,and the biological functions of the DEGs were analyzed via Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses.The CIBERSORT algorithm was used to detect the pattern of immune cell infilt-ration.Immunohistochemistry(IHC)was also conducted to validate our results.Finally,the Luminex multiplex cytokine analysis was utilized to measure the serum cytokine levels in the mice.RESULTS Compared with those in the NOR group,a total of 681541,and 840 DEGs were obtained in the LGIN,HGIN,and CA groups,respectively.Using the intersection of the three sets of DEGs,we identified 86 genes as key genes involved in the development of ESCC.Enrichment analysis revealed that these genes were enriched mainly in the keratinization,epidermal cell differentiation,and interleukin(IL)-17 signaling pathways.CIBERSORT analysis revealed that,compared with those in the NOR group,M0 and M1 macrophages in the 4NQO group showed stronger infiltration,which was validated by IHC.Serum cytokine analysis revealed that,compared with those in the NOR group,IL-1βand IL-6 were upregulated,while IL-10 was downregulated in the LGIN,HGIN,and CA groups.Moreover,the expression of the representative key genes,such as S100a8 and Krt6b,was verified in external human samples,and the results of immunohistochemical staining were consistent with the findings in mice.CONCLUSION We identified a set of key genes represented by S100a8 and Krt6b and investigated their potential biological functions.In addition,we found that macrophage infiltration and abnormal alterations in the levels of inflam-mation-associated cytokines,such as IL-1β,IL-6,and IL-10,in the peripheral blood may be closely associated with the development of ESCC.
文摘Small RNAs in Penicillium digitatum were identified and analyzed via transcriptome sequencing on the BGISEQ-500 platform. A total of 15 predicted miRNAs and 10718 novel siRNAs were found. Their length distribution, sequence, predicted construction, base bias, expression levels and potential targets were determined as well. Through pathway and KEGG enrichment analysis, the miRNA target genes were mostly involved in carbohydrate metabolism, transport and catabolism, translation and amino acid metabolism. The target genes involved in aflatoxin biosynthesis and proteasome had a higher rich factor value. The results will provide a theoretical foundation for understanding the developmental and pathogenic mechanisms of P. digitatum at the transcriptional level.
文摘To explore the mechanism of Agaricus blazei Murrill enrichment of the heavy metal cadmium,we employed Illumina high-throughput sequencing to analyze the transcriptomes of A.blazei mycelia treated with and without exogenous cadmium addition,and then the differentially expressed genes(DEGs)of the strains with high and low cadmium enrichment between the control and cadmium treatment were screened out.The results showed that the DEGs were mainly involved in steroid biosynthesis,antibiotic biosynthesis,protein processing in endoplasmic reticulum,glutathione metabolism and other pathways.Carbon metabolism and glutathione metabolism may play an important role in the response of A.blazei mycelium to cadmium stress.
基金The National Natural Science Foundation of China under contract Nos 31140070,31271397 and 41206116the algal transcrip-tome sequencing was supported by 1KP Project(www.onekp.com)
文摘Most phaeophytes （brown algae） and rhodophytes （red algae） dwell exclusively in marine habitats and play important roles in marine ecology and biodiversity. Many of these brown and red algae are also important resources for industries such as food, medicine and materials due to their unique metabolisms and me-tabolites. However, many fundamental questions surrounding their origins, early diversification, taxonomy, and special metabolisms remain unsolved because of poor molecular bases in brown and red algal study. As part of the 1 000 Plant Project, the marine macroalgal transcriptomes of 19 Phaeophyceae species and 21 Rhodophyta species from China＇s coast were sequenced, covering a total of 2 phyla, 3 classes, 11 orders, and 19 families. An average of 2 Gb per sample and a total 87.3 Gb of RNA-seq raw data were generated. Approxi-mately 15 000 to 25 000 unigenes for each brown algal sample and 5 000 to 10 000 unigenes for each red algal sample were annotated and analyzed. The annotation results showed obvious differences in gene expres-sion and genome characteristics between red algae and brown algae;these differences could even be seen between multicellular and unicellular red algae. The results elucidate some fundamental questions about the phylogenetic taxonomy within phaeophytes and rhodophytes, and also reveal many novel metabolic pathways. These pathways include algal CO2 fixation and particular carbohydrate metabolisms, and related gene/gene family characteristics and evolution in brown and red algae. These findings build on known algal genetic information and significantly improve our understanding of algal biology, biodiversity, evolution, and potential utilization of these marine algae.
基金supported by National Natural Science Foundation of China(No.31870451,31370470 and 32001155)the State Key Laboratory of Lake Science and Environment Foundation(2022SKL011).
文摘High fish predation pressure can trigger"induced defense"in Daphnia species,resulting in phenotypic plasticity in morphology,behavior,or life-history traits.The molecular mechanisms of defense morphogenesis(e.g.,the tail spine and helmet)in Daphnia remain unclear.In the pres-ent study,the tail spine,helmet,and body of Daphnia galeata under fish and non-fish kairomones conditions were collected for transcriptome analysis.A total of 24 candidate genes related to the morphological defense of D.galeata were identified,including 2 trypsin,one cuticle protein,1 C1qDC protein,and 2 ferritin genes.The function of the Dagcut gene(D.galeata cuticle protein gene)in relation to tail spine morphology was assessed using RNA interference(RNAi).Compared with the EGFP(Enhanced green fluorescent protein)treatment,after RNAi,the expression levels of the Dagcut gene(D.galeata cuticle protein gene)showed a significant decrease.Correspondingly,the tail spines of the offspring pro-duced by D.galeata after RNAi of the Dagcut gene appeared curved during the experiment.In whole-mount in situ hybridization,a clear signal site was detected on the tail spine of D.galeata before RNAi which disappeared after RNAi.Our results suggest that the Dagcut gene may play an important role in tail spine formation of D.galeata,and will provide a theoretical basis for studying the molecular mechanisms of the morpho-logical plasticityin cladocera inthefuture.
基金grant support from the National Natural Science Foundation of China (Nos. 31130054, 31472258)the AoShan Talents Program of Qingdao National Laboratory for Marine Science and Technology (No. 2015ASTP-ES02)the Fundamental Research Funds for the Central Universities (No. 201564009)
文摘Chiton(Ischnochiton hakodadensis) is one of marine mollusks well known for its eight separate shell plates. I. hakodadensis is important, which plays a vital role in the ecosystems it inhabits. So far, the genetic studies on the chiton are scarce due in part to insufficient genomic resources available for this species. In this study, we investigated the transcriptome of the chiton foot using Illumina sequencing technology. The reads were assembled and clustered into 256461 unigenes, of which 42247 were divided into diverse functional categories by Gene Ontology(GO) annotation terms, and 17256 mapped onto 365 pathways by KEGG pathway mapping. Meanwhile, a set of differentially expressed genes(DEGs) between distal and proximal muscles were identified as the foot adhesive locomotion associated, thus were useful for our future studies. Moreover, up to 679384 high-quality single nucleotide polymorphisms(SNPs) and 19814 simple sequence repeats(SSRs) were identified in this study, which are valuable for subsequent studies on genetic diversity and variation. The transcriptomic resource obtained in this study should aid to future genetic and genomic studies of chiton.
