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1.
Biotechniques ; 76(3): 104-113, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38112054

RESUMO

RT-qPCR dissects transcription-based processes but requires reference genes (RGs) for data normalization. This study prospected RGs for mouse macrophages (pMØ) and spleen infected with Listeria monocytogenes. The pMØ were infected in vitro with L. monocytogenes or vehicle for 4 h. Mice were injected with L. monocytogenes (or vehicle) and euthanized 24 h post-injection. The RGs came from a multispecies primer set, from the literature or designed here. The RG ranking relied on GeNorm, NormFinder, BestKeeper, Delta-CT and RefFinder. B2m-H3f3a-Ppia were the most stable RGs for pMØ, albeit RG indexes fine-tuned estimations of cytokine relative expression. Actß-Ubc-Ppia were the best RGs for spleen but modestly impacted the cytokine relative expression. Hence, mouse models of L. monocytogenes require context-specific RGs for RT-qPCR, thus reinforcing its paramount contribution to accurate gene expression profiling.


Assuntos
Listeria monocytogenes , Animais , Camundongos , Listeria monocytogenes/genética , Reação em Cadeia da Polimerase em Tempo Real , Perfilação da Expressão Gênica , Análise em Microsséries , Citocinas/genética , Padrões de Referência
2.
Arch Microbiol ; 205(9): 325, 2023 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-37659972

RESUMO

Common bean is considered a legume of great socioeconomic importance, capable of establishing symbioses with a wide variety of rhizobial species. However, the legume has also been recognized for its low efficiency in fixing atmospheric nitrogen. Brazil is a hotspot of biodiversity, and in a previous study, we identified 13 strains isolated from common bean (Phaseolus vulgaris) nodules in three biomes of Mato Grosso do Sul state, central-western Brazil, that might represent new phylogenetic groups, deserving further polyphasic characterization. The phylogenetic tree of the 16S rRNA gene split the 13 strains into two large clades, seven in the R. etli and six in the R. tropici clade. The MLSA with four housekeeping genes (glnII, gyrB, recA, and rpoA) confirmed the phylogenetic allocation. Genomic comparisons indicated eight strains in five putative new species and the remaining five as R. phaseoli. The average nucleotide identity (ANI) and digital DNA-DNA hybridization (dDDH) comparing the putative new species and the closest neighbors ranged from 81.84 to 92.50% and 24.0 to 50.7%, respectively. Other phenotypic, genotypic, and symbiotic features were evaluated. Interestingly, some strains of both R. etli and R. tropici clades lost their nodulation capacity. The data support the description of the new species Rhizobium cerradonense sp. nov. (CNPSo 3464T), Rhizobium atlanticum sp. nov. (CNPSo 3490T), Rhizobium aureum sp. nov. (CNPSo 3968T), Rhizobium pantanalense sp. nov. (CNPSo 4039T), and Rhizobium centroccidentale sp. nov. (CNPSo 4062T).


Assuntos
Phaseolus , Rhizobium , Brasil , Rhizobium/genética , Filogenia , RNA Ribossômico 16S/genética , Verduras , DNA
3.
J Microbiol Methods ; 211: 106777, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37419333

RESUMO

The properties presented by Candida viswanathii's lipases turn this specie into a promising producer of potentially applicable lipases in several industrial sectors, such as: food, textiles, in the oleochemical and paper industries, and also in different pharmaceutical applications. However, studies for elucidating growth and developmental processes at the molecular level in this species are still incipient. Performing such kinds of studies often rely on the use of the RT-qPCR, which is a highly sensitivity technique, but whose parameters must be carefully planned for achieving reliable data. Among the crucial parameters required for achieving reliable results through this technique, the use of appropriated and validated reference genes is one the most important, constituting a bottleneck, mainly in species where molecular studies are scarce. Thus, the aim of this study was to determine the best reference genes for RT-qPCR gene expression studies in C. viswanathii grown in culture media containing four different carbon sources (Olive oil, Triolein, Tributyrin, and Glucose). Eleven candidate reference genes (ACT, GPH1, AGL9, RPB2, SAP1, PGK1, TAF10, UBC13, TFC1, UBP6, and FBA1) were analyzed for their expression patterns and stability. Analysis of gene expression stability was performed using the RefFinder tool, which integrates the geNorm, NormFinder, BestKeeper and Delta-Ct algorithms, and validation of the results was performed through analyzing the expression of a lipase gene, CvLIP4. Analyzing the four treatments together, CvACT and CvRPB2 constituted the best reference gene pair. When treatments are analyzed individually, CvRPB2/CvACT, CvFBA1/CvAGL9, CvPGK1/CvAGL9 and CvACT/CvRPB2 were the best reference gene pairs for the culture media containing olive oil, triolein, tributyrin, and glucose as carbon sources, respectively. These results are essential and form the basis for the development of relative gene expression studies in C. viswanathii, since adequate reference genes are crucial for the reliability of RT-qPCR data.


Assuntos
Perfilação da Expressão Gênica , Trioleína , Azeite de Oliva , Reprodutibilidade dos Testes , Expressão Gênica , Padrões de Referência , Reação em Cadeia da Polimerase em Tempo Real/métodos
4.
Artigo em Inglês | MEDLINE | ID: mdl-35913881

RESUMO

Strain Az39T of Azospirillum is a diazotrophic plant growth-promoting bacterium isolated in 1982 from the roots of wheat plants growing in Marcos Juárez, Córdoba, Argentina. It produces indole-3-acetic acid in the presence of l-tryptophan as a precursor, grows at 20-38 °C (optimal 38 °C), and the cells are curved or spiral-shaped, with diameters ranging from 0.5-0.9 to 1.8-2.2 µm. They contain C16 : 0, C18 : 0 and C18 : 1 ω7c/ω6c as the main fatty acids. Phylogenetic analysis of its 16S rRNA gene sequence confirmed that this strain belongs to the genus Azospirillum, showing a close relationship with Azospirillum baldaniorum Sp245T, Azospirillum brasilense Sp7T and Azospirillum formosense CC-Nfb-7T. Housekeeping gene analysis revealed that Az39T, together with five strains of the genus (Az19, REC3, BR 11975, MTCC4035 and MTCC4036), form a cluster apart from A. baldaniorum Sp245T, A. brasilense Sp7T and A. formosense CC-Nfb-7T. Average nucleotide identity (ANI) and digital DNA-DNA hybridization (dDDH) between Az39T and the aforementioned type strains revealed values below 96 %, the circumscription limit for the species delineation (ANI: 95.3, 94.1 and 94.0 %; dDDH: 62.9, 56.3 and 55.6 %). Furthermore, a phylogeny evaluation of the core proteome, including 809 common shared proteins, showed an independent grouping of Az39T, Az19, REC3, BR 11975, MTCC4035 and MTCC4036. The G+C content in the genomic DNA of these six strains varied from 68.3 to 68.5 %. Based on the combined phylogenetic, genomic and phenotypic characterization presented here, we consider that strain Az39T, along with strains Az19, REC3, BR 11975, MTCC4035 and MTCC4036, are members of a new Azospirillum species, for which the name Azospirillum argentinense sp. nov. is proposed. The type strain is Az39T (=LBPCV39T=BR 148428T=CCCT 22.01T).


Assuntos
Azospirillum brasilense , Azospirillum brasilense/genética , Técnicas de Tipagem Bacteriana , Composição de Bases , DNA Bacteriano/genética , Ácidos Graxos/química , Hibridização de Ácido Nucleico , Fosfolipídeos/análise , Filogenia , RNA Ribossômico 16S/genética , Análise de Sequência de DNA , Ubiquinona/análise
5.
Arch Microbiol ; 204(8): 476, 2022 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-35829937

RESUMO

Despite the worldwide use of 16S rRNA to identify bacterial species, the use of this gene does not discriminate the 750 species in the genus Streptomyces. A MLST scheme was constructed with rpoB, gyrB, recA, trpB and atpD genes to access the genomic variances in Streptomyces species evolution. We analyze the housekeeping genes in 49 Streptomyces isolates from Antarctic soil. It was used two different databases, GenBank and EzBioCloud to compare the 16S sequences. The species founded in both databases are not the same, but in both cases, a few isolates achieve the necessary high percentage to consider the identification. There is a lack of deposited sequences in the other genes, as the data in GenBank proved to be insufficient. Isolate LMA323St_9 has the potential to be studied as a novel species. Besides that, the use of housekeeping genes gives robust phylogenetic information to understand in group relationships.


Assuntos
Streptomyces , Regiões Antárticas , Técnicas de Tipagem Bacteriana , DNA Bacteriano/genética , Tipagem de Sequências Multilocus , Filogenia , RNA Ribossômico 16S/genética , Análise de Sequência de DNA , Solo
6.
Acta Vet Hung ; 2022 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-35499930

RESUMO

Follicle-stimulating hormone (FSH) contributes to the acquisition of oocyte competence by modulating signalling pathways in cumulus cells (CCs), albeit much less is known about transcription factors (TFs) that orchestrate the downstream transcriptional changes. This work allowed to prospect TFs involved in FSH-mediated signalling during oocyte in vitro maturation (IVM). Bovine cumulus-oocyte complexes underwent IVM with FSH (FSH+) or without FSH (control/CTL) for 22 h, and CCs were subjected to gene expression profiling. Five software identified reference genes for RT-qPCR (ATP1A1, UBB, and YWHAZ). The transcript levels of FSH-responsive genes HAS2 and PTGS2 (COX2) validated the experimental design. Among candidate TFs, MYC was down-regulated (0.35-fold; P < 0.0001), and THAP11 (RONIN) was up-regulated (1.47-fold; P = 0.016) under FSH+ conditions. In silico analyses predicted binding motifs at MYC and THAP11 genes for previously known FSH-responsive TFs. Signalling pathways (EGFR, ERK, GSK3, PKA, and P38) may execute post-translational regulation due to potential phosphorylation sites in MYC and THAP11 proteins. Prediction of protein-protein interaction networks showed MYC as a core component of FSH signalling, albeit THAP11 acts independently. Hence, MYC integrates FSH signalling networks and may assist in exploring genome-wide transcriptional changes associated with the acquisition of oocyte competence.

7.
Plant Physiol Biochem ; 171: 201-212, 2022 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-35007951

RESUMO

The secondary metabolism of Piper species is known to produce a myriad of natural products from various biosynthetic pathways which, represent a rich source of previously uncharacterized chemical compounds. The determination of gene expression profiles in multiple tissue/organ samples could provide valuable clues towards understanding the potential biological functions of chemical changes in these plants. Studies on gene expression by RT-qPCR require particularly careful selection of suitable reference genes as a control for normalization. Here, we provide a study for the identification of reliable reference genes in P. arboreum, P. gaudichaudianum, P. malacophyllum, and P. tuberculatum, at two different life stages: 2-month-old seedlings and adult plants. To do this, annotated sequences were recovered from transcriptome datasets of the above listed Piper spp. These sequences were subjected to expression analysis using RT-qPCR, followed by analysis using the geNorm and NormFinder algorithms. A set of five genes were identified showing stable expression: ACT7 (Actin-7), Cyclophilin (Peptidyl-prolyl cis-trans isomerase), EF1α (Elongation factor 1-alpha), RNABP (RNA-binding protein), and UBCE (Ubiquitin conjugating enzyme). The universality of these genes was then validated using two target genes, ADC (arginine decarboxylase) and SAMDC (S-adenosylmethionine decarboxylase), which are involved in the biosynthesis of polyamines. We showed that normalization genes varied according to Piper spp., and we provide a list of recommended pairs of the best combination for each species. This study provides the first set of suitable candidate genes for gene expression studies in the four Piper spp. assayed, and the findings will facilitate subsequent transcriptomic and functional gene research.


Assuntos
Piper , Perfilação da Expressão Gênica , Regulação da Expressão Gênica de Plantas , Piper/genética , Reação em Cadeia da Polimerase em Tempo Real , Padrões de Referência , Transcriptoma
8.
Acta Histochem ; 124(1): 151821, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34861601

RESUMO

The identification of the best reference gene is a critical step to evaluate the relative change in mRNA expression of a target gene by RT-qPCR. In this work, we evaluated nineteen genes of different functional classes using Real Time Human Reference Gene Panel (Roche Applied Sciences), to identify the internal housekeeping genes (HKGs) most suitable for gene expression normalization data in human cell lines. Normal cell lines CCD-19LU (lung fibroblast), HEK-293 (epithelial cell of embryonic kidney), WI-26 VA4 (lung fibroblast), and human cancer cells, BT-549 (breast cancer), Hs 578T (breast cancer), MACL-1 (breast cancer), HeLa (cervical carcinoma), U-87 MG (glioblastoma/astrocytoma), RKO-AS45-1 (colorectal carcinoma), and TOV-21G (ovarian adenocarcinoma) were cultivated according to manufacturer's protocol. Twelve candidate reference genes were commonly expressed in five cell lines (CCD-19Lu, HEK-293, RKO-AS45-1, TOV-21G, and U-87 MG). To verify the expression stability, we used the RefFinder web tool, which integrates data from the computational programs Normfinder, BestKeeper, geNorm, and the comparative Delta-Ct method. The ACTB was the most stable reference gene to the CCD-19Lu and HEK-293 cells. The best combination of HKGs for the RKO-AS45-1 and TOV-21G cell lines were B2M/GAPDH and PBGD/B2M, respectively. For the U-87 MG cells, GAPDH and IPO8 were the most suitable HKGs. Thus, our findings showed that it is crucial to use the right HKGs to precise normalize gene expression levels in cancer studies, once a suitable HKG for one cell type cannot be to the other.


Assuntos
Adenocarcinoma , Genes Essenciais , Genes Essenciais/genética , Células HEK293 , Humanos , Reação em Cadeia da Polimerase em Tempo Real , Padrões de Referência
9.
Sci. agric ; 79(02): 1-12, 2022. tab, ilus
Artigo em Inglês | VETINDEX | ID: biblio-1498030

RESUMO

Identification and selection of nitrogen-fixing bacterial strains for inoculation into native leguminous tree species can assist in the recovery of degraded areas. Additionally, native strains from these areas are genetic resources adapted to these conditions and are thus suitable for selection. The aim of this study was to symbiotically and genetically characterize 18 bacterial strains from the Rhizobium and Bradyrhizobium genera isolated from Machaerium nyctitans, Platypodium elegans, and Ormosia arborea grown in a nursery in an iron mining area. Three experiments were conducted under axenic conditions in a greenhouse. The nodulation capacity of the strains was evaluated by the number (NN) and dry matter (NDM) of nodules. Symbiotic efficiency was evaluated based on the following parameters: SPAD index (SPAD), shoot dry matter (SDM), root dry matter (RDM), and total dry matter (TDM) of the plants, relative efficiency (RE), shoot nitrogen content (SNC), and total nitrogen content in the plant (TNC). The atpD and gyrB housekeeping genes and the nifH gene were sequenced for phylogenetic analysis, and the nodC and nodD symbiotic genes of the strains were amplified. Out of the 18 strains, 16 were authenticated by nodulation capacity in the species of origin. The SPAD variable allowed for the detection of differences between treatments before the SDM. Additionally, the SPAD index showed correlation with TNC, and the strain Bradyrhizobium sp., UFLA01-839, which may represent a new species, was outstanding in Machaerium nyctitans. The nifH, nodD, and nodC genes were detected in UFLA01-839.


Assuntos
Bradyrhizobium/genética , Bradyrhizobium/isolamento & purificação , Fabaceae , Micorrizas , Rhizobium/genética , Rhizobium/isolamento & purificação , Simbiose/genética
10.
Sci. agric ; 79(2): e20200238, 2022. tab, ilus
Artigo em Inglês | VETINDEX | ID: biblio-1290179

RESUMO

Identification and selection of nitrogen-fixing bacterial strains for inoculation into native leguminous tree species can assist in the recovery of degraded areas. Additionally, native strains from these areas are genetic resources adapted to these conditions and are thus suitable for selection. The aim of this study was to symbiotically and genetically characterize 18 bacterial strains from the Rhizobium and Bradyrhizobium genera isolated from Machaerium nyctitans, Platypodium elegans, and Ormosia arborea grown in a nursery in an iron mining area. Three experiments were conducted under axenic conditions in a greenhouse. The nodulation capacity of the strains was evaluated by the number (NN) and dry matter (NDM) of nodules. Symbiotic efficiency was evaluated based on the following parameters: SPAD index (SPAD), shoot dry matter (SDM), root dry matter (RDM), and total dry matter (TDM) of the plants, relative efficiency (RE), shoot nitrogen content (SNC), and total nitrogen content in the plant (TNC). The atpD and gyrB housekeeping genes and the nifH gene were sequenced for phylogenetic analysis, and the nodC and nodD symbiotic genes of the strains were amplified. Out of the 18 strains, 16 were authenticated by nodulation capacity in the species of origin. The SPAD variable allowed for the detection of differences between treatments before the SDM. Additionally, the SPAD index showed correlation with TNC, and the strain Bradyrhizobium sp., UFLA01-839, which may represent a new species, was outstanding in Machaerium nyctitans. The nifH, nodD, and nodC genes were detected in UFLA01-839.


Assuntos
Rhizobium/isolamento & purificação , Bradyrhizobium/isolamento & purificação , Fabaceae , Bactérias Fixadoras de Nitrogênio
11.
Rev. bras. zootec ; 51: e20210120, 2022. tab, graf
Artigo em Inglês | VETINDEX | ID: biblio-1442749

RESUMO

The objective of the present study was to evaluate the stability of candidate reference genes and select the genes that can be used for normalizing realtime polymerase chain reaction (PCR) in the liver, skeletal muscle, and jejunum tissues of Nellore or Nellore × Angus steers fed different diets. Fourteen purebred and 14 crossbred steers were used, in which half of the animals of each genetic group received a diet containing whole shelled corn (WSC) and the other half whole shelled corn and sugarcane bagasse (WSCB). Stability was analyzed by the RefFinder program. To validate the selection of candidate reference genes, the expression of target genes was evaluated using the different groups of reference genes. The most stable genes were 18S, ACTB, and CASC3 for skeletal muscle; HMBS, ACTB, and 18S for the liver; and GAPDH, ACTB, and CASC3 for the jejunum, regardless of breed and diet provided. Possible errors caused in data analyses were clarified comparing the more and less stable genes as reference for normalization of the target genes FASN, ACOX, SCD1, MGAM, and SLC2A1. The use of the more stable and less stable sets of reference genes may lead to different conclusions in respect to the expression profile of the target studied gene. The selection of more suitable reference genes for each experiment is of utmost importance to ensure the reliability of gene expression studies so that they can be applied in practice.(AU)


Assuntos
Animais , Seleção Genética , Bovinos/genética , Reação em Cadeia da Polimerase/métodos , Jejuno , Fígado , Músculos
12.
Sci. agric. ; 79(2)2022.
Artigo em Inglês | VETINDEX | ID: vti-762545

RESUMO

ABSTRACT: Identification and selection of nitrogen-fixing bacterial strains for inoculation into native leguminous tree species can assist in the recovery of degraded areas. Additionally, native strains from these areas are genetic resources adapted to these conditions and are thus suitable for selection. The aim of this study was to symbiotically and genetically characterize 18 bacterial strains from the Rhizobium and Bradyrhizobium genera isolated from Machaerium nyctitans, Platypodium elegans, and Ormosia arborea grown in a nursery in an iron mining area. Three experiments were conducted under axenic conditions in a greenhouse. The nodulation capacity of the strains was evaluated by the number (NN) and dry matter (NDM) of nodules. Symbiotic efficiency was evaluated based on the following parameters: SPAD index (SPAD), shoot dry matter (SDM), root dry matter (RDM), and total dry matter (TDM) of the plants, relative efficiency (RE), shoot nitrogen content (SNC), and total nitrogen content in the plant (TNC). The atpD and gyrB housekeeping genes and the nifH gene were sequenced for phylogenetic analysis, and the nodC and nodD symbiotic genes of the strains were amplified. Out of the 18 strains, 16 were authenticated by nodulation capacity in the species of origin. The SPAD variable allowed for the detection of differences between treatments before the SDM. Additionally, the SPAD index showed correlation with TNC, and the strain Bradyrhizobium sp., UFLA01-839, which may represent a new species, was outstanding in Machaerium nyctitans. The nifH, nodD, and nodC genes were detected in UFLA01-839.

13.
Mol Biol Rep ; 48(2): 1037-1044, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33547533

RESUMO

Lippia alba (Verbenaceae) is one of the most studied species of the genus Lippia, mainly due to its medicinal properties. The species was described as a polyploid complex with five cytotypes. The comparison of gene expression in species with several ploidal levels needs to be conducted carefully due to possible changes in gene regulation. Quantitative reverse transcription PCR (qRT-PCR) is a widely used method for transcript abundance analyses in plants. Besides being an extremely powerful technique, relative quantification by Real-Time quantitative PCR (RT-qPCR) needs the normalization with a stable reference gene. We evaluated the stability of nine candidate reference genes in Lippia alba with different ploidal levels using NormFinder, geNorm, and RefFinder software. The product of each primer showed a single peak in the melting curve. The R2 value ranged from 0.998 to 1000 and primers efficiency ranged from 98.95% to 129%. The CIT gene came up as a stable housekeeping gene, being appropriate for studies in polyploid accessions of Lippia alba. Considering that polyploidy is widely documented in Angiosperms, the results can be used not only for further gene expression studies in L. alba but also as a possible reference gene for other polyploid complexes. Differential stability among different genes highlights the importance of the validation of reference genes used for RT-qPCR approach in polyploid studies.


Assuntos
Regulação da Expressão Gênica de Plantas/genética , Lippia/genética , Reação em Cadeia da Polimerase em Tempo Real/métodos , Padrões de Referência , Perfilação da Expressão Gênica/métodos , Lippia/classificação , Poliploidia
14.
Braz J Microbiol ; 52(1): 311-324, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33141350

RESUMO

The present study was carried out to evaluate the diversity of rhizobia associated with nodules of mung bean in Pakistan, because this information is necessary for inoculum development. Based on sequence analysis of 16S rRNA gene of thirty-one bacteria, 11 were assigned to genus Bradyrhizobium, 17 to Ensifer, and 3 to Rhizobium. Phylogenetic analyses on the basis of 16S-23S ITS region, atpD, recA, nifH, and nodA of representative strains revealed that B. yuanmingense is the predominant species distributed throughout different mung bean-growing areas. Among the fast-growing rhizobia, Ensifer aridi was predominant in Faisalabad, Layyah, and Rawalpindi, while E. meliloti in Thal desert. Sequence variations and phylogeny of nifH and nodA genes suggested that these genes might have been co-evolved with the housekeeping genes and maintained by vertical gene transfer in rhizobia detected in the present study. Host infectivity assay revealed the successful nodulation of host by rhizobia related to genera Bradyrhizobium, Ensifer and Rhizobium. Among all, Bradyrhizobium and Ensifer spp. inoculation exhibited a significantly higher number of nodules (11-34 nodules plant-1) and nitrogenase activity (nodule ARA 60-110 µmol g-1 h-1). Contrary to the previous studies, our data reveal that B. yuanmingense and E. aridi are predominant species forming effective nodules in mung bean in Pakistan. Furthermore, to the best of our knowledge, this is the first report showing the effective symbiosis of E. aridi, E. meliloti, and Rhizobium pusense with mung bean. The diversity of rhizobia in different habitats revealed in the present study will contribute towards designing site-specific inocula for mung bean.


Assuntos
Bradyrhizobium/genética , Variação Genética , Filogenia , Rhizobiaceae/genética , Simbiose , Vigna/microbiologia , Bradyrhizobium/classificação , Bradyrhizobium/metabolismo , DNA Bacteriano/genética , Paquistão , RNA Ribossômico 16S/genética , Rhizobiaceae/classificação , Rhizobiaceae/metabolismo , Análise de Sequência de DNA
15.
Rev. bras. pesqui. méd. biol ; Braz. j. med. biol. res;54(7): e10388, 2021. tab
Artigo em Inglês | LILACS | ID: biblio-1249319

RESUMO

Clinically relevant biomarkers are useful to determine cancer patients' prognosis and treatments. To discover new putative biomarkers, we performed in silico analysis of a 325-gene panel previously associated with breast epithelial cell biology and clinical outcomes. Sixteen public datasets of microarray samples representing 8 cancer types and a total of 3,663 patients' samples were used for the analyses. Feature selection was used to identify the best subsets of the 325 genes for each classification, and linear discriminant analysis was used to quantify the accuracy of the classifications. A subset of 102 of the 325 genes were found to be housekeeping (HK) genes, and the classifications were repeated using only the 102 HK subset. The 325-gene panel and 102 HK subset were able to distinguish colon, gastric, lung, ovarian, pancreatic, and prostate tumors and leukemia from normal adjacent tissue, and classify disease subtypes of breast and lung cancers and leukemia with 70% or higher accuracy. HK genes have been overlooked as potential biomarkers due to their relative stability. This study describes a set of HK genes as putative biomarkers applicable to multiple cancer types worth following in subsequent validation studies.


Assuntos
Humanos , Masculino , Neoplasias da Mama/genética , Perfilação da Expressão Gênica , Fenótipo , Biomarcadores Tumorais/genética , Regulação Neoplásica da Expressão Gênica , Análise de Sequência com Séries de Oligonucleotídeos , Genes Essenciais
16.
Plant J ; 103(5): 1894-1909, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32445587

RESUMO

Soybean (Glycine max [L.] Merr.) is a major crop in animal feed and human nutrition, mainly for its rich protein and oil contents. The remarkable rise in soybean transcriptome studies over the past 5 years generated an enormous amount of RNA-seq data, encompassing various tissues, developmental conditions and genotypes. In this study, we have collected data from 1298 publicly available soybean transcriptome samples, processed the raw sequencing reads and mapped them to the soybean reference genome in a systematic fashion. We found that 94% of the annotated genes (52 737/56 044) had detectable expression in at least one sample. Unsupervised clustering revealed three major groups, comprising samples from aerial, underground and seed/seed-related parts. We found 452 genes with uniform and constant expression levels, supporting their roles as housekeeping genes. On the other hand, 1349 genes showed heavily biased expression patterns towards particular tissues. A transcript-level analysis revealed that 95% (70 963 of 74 490) of the assembled transcripts have intron chains exactly matching those from known transcripts, whereas 3256 assembled transcripts represent potentially novel splicing isoforms. The dataset compiled here constitute a new resource for the community, which can be downloaded or accessed through a user-friendly web interface at http://venanciogroup.uenf.br/resources/. This comprehensive transcriptome atlas will likely accelerate research on soybean genetics and genomics.


Assuntos
Atlas como Assunto , Glycine max/genética , RNA de Plantas/genética , Transcriptoma/genética , Perfilação da Expressão Gênica , Biblioteca Gênica , Genes Essenciais/genética , Genes de Plantas/genética
17.
Oncol Lett ; 18(5): 4753-4761, 2019 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-31611985

RESUMO

Screening for cervical cancer by cytology has been effective in reducing the worldwide incidence and mortality rates of this disease. However, a number of studies have demonstrated that the sensitivity of conventional cervical cytology may be too low for detection of cervical intraepithelial neoplasias (CIN). Therefore, it is important to incorporate more sensitive molecular diagnostic tests that could substantially improve the detection rates and accuracy for identifying CIN lesions. MicroRNAs (miRNAs) are a class of small non-coding RNAs with the potential to provide robust non-invasive cancer biomarkers for detecting CIN lesions in liquid-based cervical cytology (LBC) samples. At present, there is no consensus on which are the best housekeeping genes for miRNA normalization in LBC. The present study aimed to identify housekeeping genes with consistent and reproducible performance for normalization of reverse transcription-quantitative PCR (RT-qPCR) expression analysis of miRNA using LBC samples. The present study firstly selected six potential candidate housekeeping genes based on a systematic literature evaluation. Subsequently, the expression levels of microRNAs U6, RNU-44, RNU-47, RNU-48, RNU-49 and hsa-miR-16 were measured in 40 LBC samples using RT-qPCR. The stability of each potential housekeeping gene was assessed using the NormFinder algorithm. The results revealed that U6 and RNU-49 were the most stable genes among all candidates requiring fewer amplification cycles and smaller variation across the sample set. However, RNU-44, RNU-47, RNU-48 and hsa-miR-16 stability exceeded the recommended housekeeping value suitable for normalization. The findings revealed that U6 may be a reliable housekeeping gene for normalization of miRNA RT-qPCR expression analysis using LBC samples.

18.
Parasitology ; 146(8): 1063-1074, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31046857

RESUMO

Chagas Disease is a zoonosis caused by the parasite Trypanosoma cruzi. Several high-resolution markers have subdivided T. cruzi taxon into at least seven lineages or Discrete Typing Units (DTUs) (TcI-TcVI and TcBat). Trypanosoma cruzi I is the most diverse and geographically widespread DTU. Recently a TcI genotype related to domestic cycles was proposed and named as TcIDOM. Herein, we combined traditional markers and housekeeping genes and applied a Multispecies Coalescent method to explore intra-TcI relationships, lineage boundaries and genetic diversity in a random set of isolates and DNA sequences retrieved from Genbank from different countries in the Americas. We found further evidence supporting TcIDOM as an independent and emerging genotype of TcI at least in Colombia and Venezuela. We also found evidence of high phylogenetic incongruence between parasite's gene trees (including introgression) and embedded species trees, and a lack of genetic structure among geography and hosts, illustrating the complex dynamics and epidemiology of TcI across the Americas. These findings provide novel insights into T. cruzi systematics and epidemiology and support the need to assess parasite diversity and lineage boundaries through hypothesis testing using different approaches to those traditionally employed, including the Bayesian Multispecies coalescent method.


Assuntos
Variação Genética , Filogenia , Trypanosoma cruzi/classificação , Trypanosoma cruzi/genética , América Central , DNA de Protozoário/análise , México , América do Sul
19.
Braz J Microbiol ; 50(2): 335-345, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30759310

RESUMO

Cowpea (Vigna unguiculata L.) is a legume species that considerably benefits from inoculation with nitrogen fixing bacteria of the genus Bradyrhizobium. One of the strains recommended for inoculation in cowpea in Brazil is UFLA03-84 (Bradyrhizobium sp.). The aim of our study was to define the taxonomic position of the UFLA03-84 strain and of two other strains of Bradyrhizobium (UFLA03-144 and INPA237B), all belonging to the same phylogenetic group and isolated from soils of the Brazilian Amazon. Multilocus sequence analysis (MLSA) of the housekeeping genes atpD, gyrB, recA, and rpoB grouped (with similarity higher than 99%) the three strains with Bradyrhizobium viridifuturi SEMIA 690T. The analyses of average nucleotide identity and digital DNA-DNA hybridization supported classification of the group as Bradyrhizobium viridifuturi. The three strains exhibited similar behavior in relation to the most of the phenotypic characteristics evaluated. However, some characteristics exhibited variation, indicating phenotypic diversity within the species. Phylogenetic analysis of the nodC and nifH genes showed that the three strains are members of the same symbiovar (tropici) that contains type strains of Bradyrhizobium species coming from tropical soils (SEMIA 690TB. viridifuturi, CNPSo 1112TB. tropiciagri, CNPSo 2833TB. embrapense, and B. brasilense UFLA03-321T).


Assuntos
Bradyrhizobium/classificação , Bradyrhizobium/genética , Genes Essenciais/genética , Nódulos Radiculares de Plantas/microbiologia , Vigna/microbiologia , Proteínas de Bactérias/genética , Técnicas de Tipagem Bacteriana , Bradyrhizobium/isolamento & purificação , Brasil , DNA Girase/genética , RNA Polimerases Dirigidas por DNA/genética , Genoma Bacteriano/genética , Proteínas de Membrana/genética , Tipagem de Sequências Multilocus , N-Acetilglucosaminiltransferases/genética , Fixação de Nitrogênio/genética , Oxirredutases/genética , RNA Ribossômico 16S/genética , Recombinases Rec A/genética , Microbiologia do Solo
20.
Chronobiol Int ; 35(3): 378-391, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29219623

RESUMO

Recent studies have shown that transcriptomes from different tissues present circadian oscillations. Therefore, the endogenous variation of total RNA should be considered as a potential bias in circadian studies of gene expression. However, normalization strategies generally include the equalization of total RNA concentration between samples prior to cDNA synthesis. Moreover, endogenous housekeeping genes (HKGs) frequently used for data normalization may exhibit circadian variation and distort experimental results if not detected or considered. In this study, we controlled experimental conditions from the amount of initial brain tissue samples through extraction steps, cDNA synthesis, and quantitative real time PCR (qPCR) to demonstrate a circadian oscillation of total RNA concentration. We also identified that the normalization of the RNA's yield affected the rhythmic profiles of different genes, including Per1-2 and Bmal1. Five widely used HKGs (Actb, Eif2a, Gapdh, Hprt1, and B2m) also presented rhythmic variations not detected by geNorm algorithm. In addition, the analysis of exogenous microRNAs (Cel-miR-54 and Cel-miR-39) spiked during RNA extraction suggests that the yield was affected by total RNA concentration, which may impact circadian studies of small RNAs. The results indicate that the approach of tissue normalization without total RNA equalization prior to cDNA synthesis can avoid bias from endogenous broad variations in transcript levels. Also, the circadian analysis of 2-Cycle threshold (Ct) data, without HKGs, may be an alternative for chronobiological studies under controlled experimental conditions.


Assuntos
Ritmo Circadiano , Perfilação da Expressão Gênica/métodos , Genes Essenciais , Algoritmos , Animais , Encéfalo/metabolismo , Primers do DNA , Regulação da Expressão Gênica , Camundongos , Camundongos Endogâmicos C57BL , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Fatores de Tempo , Transcriptoma
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