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1.
Front Oncol ; 12: 809441, 2022.
Article in English | MEDLINE | ID: mdl-35392220

ABSTRACT

The clinical and pathological responses to multimodal neoadjuvant therapy in locally advanced rectal cancers (LARCs) remain unpredictable, and robust biomarkers are still lacking. Recent studies have shown that tumors present somatic molecular alterations related to better treatment response, and it is also clear that tumor-associated bacteria are modulators of chemotherapy and immunotherapy efficacy, therefore having implications for long-term survivorship and a good potential as the biomarkers of outcome. Here, we performed whole exome sequencing and 16S ribosomal RNA (rRNA) amplicon sequencing from 44 pre-treatment LARC biopsies from Argentinian and Brazilian patients, treated with neoadjuvant chemoradiotherapy or total neoadjuvant treatment, searching for predictive biomarkers of response (responders, n = 17; non-responders, n = 27). In general, the somatic landscape of LARC was not capable to predict a response; however, a significant enrichment in mutational signature SBS5 was observed in non-responders (p = 0.0021), as well as the co-occurrence of APC and FAT4 mutations (p < 0.05). Microbiota studies revealed a similar alpha and beta diversity of bacteria between response groups. Yet, the linear discriminant analysis (LDA) of effect size indicated an enrichment of Hungatella, Flavonifractor, and Methanosphaera (LDA score ≥3) in the pre-treatment biopsies of responders, while non-responders had a higher abundance of Enhydrobacter, Paraprevotella (LDA score ≥3) and Finegoldia (LDA score ≥4). Altogether, the evaluation of these biomarkers in pre-treatment biopsies could eventually predict a neoadjuvant treatment response, while in post-treatment samples, it could help in guiding non-operative treatment strategies.

2.
Genes (Basel) ; 13(2)2022 01 27.
Article in English | MEDLINE | ID: mdl-35205282

ABSTRACT

Whereas targeted and shotgun sequencing approaches are both powerful in allowing the study of tissue-associated microbiota, the human: microorganism abundance ratios in tissues of interest will ultimately determine the most suitable sequencing approach. In addition, it is possible that the knowledge of the relative abundance of bacteria and fungi during a treatment course or in pathological conditions can be relevant in many medical conditions. Here, we present a qPCR-targeted approach to determine the absolute and relative amounts of bacteria and fungi and demonstrate their relative DNA abundance in nine different human tissue types for a total of 87 samples. In these tissues, fungi genomes are more abundant in stool and skin samples but have much lower levels in other tissues. Bacteria genomes prevail in stool, skin, oral swabs, saliva, and gastric fluids. These findings were confirmed by shotgun sequencing for stool and gastric fluids. This approach may contribute to a more comprehensive view of the human microbiota in targeted studies for assessing the abundance levels of microorganisms during disease treatment/progression and to indicate the most informative methods for studying microbial composition (shotgun versus targeted sequencing) for various samples types.


Subject(s)
Bacteria , Metagenomics , Bacteria/genetics , DNA, Fungal , Fungi/genetics , Humans , Metagenomics/methods , Sequence Analysis, DNA
3.
Obes Res Clin Pract ; 15(2): 124-132, 2021.
Article in English | MEDLINE | ID: mdl-33622623

ABSTRACT

BACKGROUND: Pathogenic variants involving the MYT1L gene lead to an autosomal dominant form of syndromic obesity, characterized by polyphagia, intellectual disability/developmental delay, and behavioral problems, and that a characteristic facial phenotype does not seem to be recognizable. METHODS: Trio whole exome sequencing was performed in a 10-year-old Brazilian male presenting polyphagia, severe early-onset obesity, intellectual disability, speech delay, macrocephaly, frontal bossing, telecanthus, strabismus, and hypogenitalism. Additionally, we performed a literature review of patients carrying non-copy number MYT1L variants. RESULTS: A de novo genetic variant not previously reported in MYT1L (NM_015025.4:c.2990C>A) was identified in the proband and classified as pathogenic. From a literature search, 22 further patients carrying non-copy number MYT1L variants were identified, evidencing that although the associated phenotype is quite variable, intellectual disability/developmental and speech delays are always present. Further, most patients have obesity or overweight due to polyphagia. Macrocephaly, strabismus, behavioral problems, and hand/feet malformations are also recurrent features. CONCLUSIONS: We described the first Brazilian case of MYT1L related syndrome and highlighted clinical characteristics based on the literature. Other syndromic forms of obesity such as Prader-Willi, Bardet-Biedl, Börjeson-Forssman-Lehmann, MORM, Cohen, Alstrom, and Kleefstra type 1 syndromes should be considered in the differential diagnosis. Further, although obesity is frequent, it is not an obligatory feature of all carriers of MYT1L mutations.


Subject(s)
Intellectual Disability , Nerve Tissue Proteins/genetics , Pediatric Obesity/genetics , Transcription Factors/genetics , Brazil , Child , Humans , Male , Mutation , Phenotype
4.
Mult. scler. relat. dis ; 44: 102243, Sept. 2020. tab, ilus
Article in English | Sec. Est. Saúde SP, SESSP-IIERPROD, Sec. Est. Saúde SP | ID: biblio-1100445

ABSTRACT

BACKGROUND: Multiple sclerosis (MS) is an inflammatory autoimmune neurologic disease that causes progressive destruction of myelin sheath and axons. Affecting more than 2 million people worldwide, MS may presents distinct clinical courses. However, information regarding key gene expression and genic pathways related to each clinicalform is still limited. OBJECTIVE: To assess the whole transcriptome of blood leukocytes from patients with remittent-recurrent (RRMS) and secondary-progressive (SPMS) forms to explore the gene expression profile of each form. METHODS: Total RNA was obtained and sequenced in Illumina HiSeq platform. Reads were aligned to human genome (GRCh38/hg38), BAM files were mapped and differential expression was obtained with DeSeq2. Up or downregulated pathways were obtained through Ingenuity IPA. Pro-inflammatory cytokines levels were also assessed. Results: The transcriptome was generated for nine patients (6 SPMS and 3 RRMS) and 5 healthy controls. A total of 731 and 435 differentially expressed genes were identified in SPMS and RRMS, respectively. RERE, IRS2, SIPA1L1, TANC2 and PLAGL1 were upregulated in both forms, whereas PAD2 and PAD4 were upregulated in RRMS and downregulated in SPMS. Inflammatory and neuronal repair pathways were upregulated in RRMS, which was also observed in cytokine analysis. Conversely, SPMS patients presented IL-8, IL-1, Neurothrophin and Neuregulin pathways down regulated. CONCLUSIONS: Overall, the transcriptome of RRMS and SPMS clearly indicated distinct inflammatory profiles, where RRMS presented marked pro-inflammatory profile but SPMS did not. SPMS individuals also presented a decrease on expression of neuronal repair pathways


Subject(s)
Humans , Male , Female , Adult , Middle Aged , Gene Expression Profiling , Multiple Sclerosis
5.
Int J Cancer ; 146(1): 181-191, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31090066

ABSTRACT

Mechanisms of viral oncogenesis are diverse and include the off-target activity of enzymes expressed by the infected cells, which evolved to target viral genomes for controlling their infection. Among these enzymes, the single-strand DNA editing capability of APOBECs represent a well-conserved viral infection response that can also cause untoward mutations in the host DNA. Here we show, after evaluating somatic single-nucleotide variations and transcriptome data in 240 gastric cancer samples, a positive correlation between APOBEC3s mRNA-expression and the APOBEC-mutation signature, both increased in EBV+ tumors. The correlation was reinforced by the observation of APOBEC mutations preferentially occurring in the genomic loci of the most active transcripts. This EBV infection and APOBEC3 mutation-signature axis were confirmed in a validation cohort of 112 gastric cancer patients. Our findings suggest that APOBEC3 upregulation in EBV+ cancer may boost the mutation load, providing further clues to the mechanisms of EBV-induced gastric carcinogenesis. After further validation, this EBV-APOBEC axis may prove to be a secondary driving force in the mutational evolution of EBV+ gastric tumors, whose consequences in terms of prognosis and treatment implications should be vetted.


Subject(s)
Cytidine Deaminase/genetics , DNA, Neoplasm/genetics , Herpesvirus 4, Human/pathogenicity , Stomach Neoplasms/virology , APOBEC Deaminases , Carcinogenesis , Genes, Viral , Herpesvirus 4, Human/genetics , Humans , Mutation , Stomach Neoplasms/pathology
6.
Appl. cancer res ; 39: 1-4, 2019.
Article in English | LILACS, Inca | ID: biblio-1254174

ABSTRACT

Gastric cancer (GC) is the fifth most common type of cancer worldwide with high incidences in Asia, Central, and South American countries. This patchy distribution means that GC studies are neglected by large research centers from developed countries. The need for further understanding of this complex disease, including the local importance of epidemiological factors and the rich ancestral admixture found in Brazil, stimulated the implementation of the GE4GAC project. GE4GAC aims to embrace epidemiological, clinical, molecular and microbiological data from Brazilian controls and patients with malignant and pre-malignant gastric disease. In this letter, we summarize the main goals of the project, including subject and sample accrual and current findings


Subject(s)
Humans , Adult , Middle Aged , Aged , Stomach Neoplasms/epidemiology , Brazil , Adenocarcinoma , Projects
7.
Nanoscale ; 10(3): 881-906, 2018 Jan 18.
Article in English | MEDLINE | ID: mdl-29265147

ABSTRACT

Extracellular Vesicles (EVs) are gaining interest as central players in liquid biopsies, with potential applications in diagnosis, prognosis and therapeutic guidance in most pathological conditions. These nanosized particles transmit signals determined by their protein, lipid, nucleic acid and sugar content, and the unique molecular pattern of EVs dictates the type of signal to be transmitted to recipient cells. However, their small sizes and the limited quantities that can usually be obtained from patient-derived samples pose a number of challenges to their isolation, study and characterization. These challenges and some possible options to overcome them are discussed in this review.


Subject(s)
Extracellular Vesicles/chemistry , Carbohydrates , Humans , Lipids , Nucleic Acids , Prognosis , Proteins
8.
Sci Rep ; 7(1): 14395, 2017 10 31.
Article in English | MEDLINE | ID: mdl-29089558

ABSTRACT

Extracellular vesicles (EVs) are key mediators of intercellular communication. Part of their biological effects can be attributed to the transfer of cargos of diverse types of RNAs, which are promising diagnostic and prognostic biomarkers. EVs found in human biofluids are a valuable source for the development of minimally invasive assays. However, the total transcriptional landscape of EVs is still largely unknown. Here we develop a new method for total transcriptome profiling of plasma-derived EVs by next generation sequencing (NGS) from limited quantities of patient-derived clinical samples, which enables the unbiased characterization of the complete RNA cargo, including both small- and long-RNAs, in a single library preparation step. This approach was applied to RNA extracted from EVs isolated by ultracentrifugation from the plasma of five healthy volunteers. Among the most abundant RNAs identified we found small RNAs such as tRNAs, miRNAs and miscellaneous RNAs, which have largely unknown functions. We also identified protein-coding and long noncoding transcripts, as well as circular RNA species that were also experimentally validated. This method enables, for the first time, the full spectrum of transcriptome data to be obtained from minute patient-derived samples, and will therefore potentially allow the identification of cell-to-cell communication mechanisms and biomarkers.


Subject(s)
Extracellular Vesicles/metabolism , Gene Expression Profiling/methods , Hematologic Tests/methods , Plasma/metabolism , Transcriptome , Female , Humans , Liquid Biopsy , MicroRNAs/metabolism
9.
Bioinformatics ; 33(1): 8-16, 2017 01 01.
Article in English | MEDLINE | ID: mdl-27591080

ABSTRACT

MOTIVATION: Mutational signatures can be used to understand cancer origins and provide a unique opportunity to group tumor types that share the same origins and result from similar processes. These signatures have been identified from high throughput sequencing data generated from cancer genomes by using non-negative matrix factorisation (NMF) techniques. Current methods based on optimization techniques are strongly sensitive to initial conditions due to high dimensionality and nonconvexity of the NMF paradigm. In this context, an important question consists in the determination of the actual number of signatures that best represent the data. The extraction of mutational signatures from high-throughput data still remains a daunting task. RESULTS: Here we present a new method for the statistical estimation of mutational signatures based on an empirical Bayesian treatment of the NMF model. While requiring minimal intervention from the user, our method addresses the determination of the number of signatures directly as a model selection problem. In addition, we introduce two new concepts of significant clinical relevance for evaluating the mutational profile. The advantages brought by our approach are shown by the analysis of real and synthetic data. The later is used to compare our approach against two alternative methods mostly used in the literature and with the same NMF parametrization as the one considered here. Our approach is robust to initial conditions and more accurate than competing alternatives. It also estimates the correct number of signatures even when other methods fail. Results on real data agree well with current knowledge. AVAILABILITY AND IMPLEMENTATION: signeR is implemented in R and C ++, and is available as a R package at http://bioconductor.org/packages/signeR CONTACT: itojal@cipe.accamargo.org.brSupplementary information: Supplementary data are available at Bioinformatics online.


Subject(s)
DNA Mutational Analysis/methods , Mutation , Neoplasms/genetics , Software , Algorithms , Animals , Bayes Theorem , High-Throughput Nucleotide Sequencing , Humans
10.
Article in English | MEDLINE | ID: mdl-28018861

ABSTRACT

Sporadic and inflammatory forms of colorectal cancer (CRC) account for more than 80% of cases. Recent publications have shown mechanistic evidence for the involvement of gut bacteria in the development of both CRC-forms. Whereas, colon and rectal cancer have been routinely studied together as CRC, increasing evidence show these to be distinct diseases. Also, the common use of fecal samples to study microbial communities may reflect disease state but possibly not the tumor microenvironment. We performed this study to evaluate differences in bacterial communities found in tissue samples of 18 rectal-cancer subjects when compared to 18 non-cancer controls. Samples were collected during exploratory colonoscopy (non-cancer group) or during surgery for tumor excision (rectal-cancer group). High throughput 16S rRNA amplicon sequencing of the V4-V5 region was conducted on the Ion PGM platform, reads were filtered using Qiime and clustered using UPARSE. We observed significant increases in species richness and diversity in rectal cancer samples, evidenced by the total number of OTUs and the Shannon and Simpson indexes. Enterotyping analysis divided our cohort into two groups, with the majority of rectal cancer samples clustering into one enterotype, characterized by a greater abundance of Bacteroides and Dorea. At the phylum level, rectal-cancer samples had increased abundance of candidate phylum OD1 (also known as Parcubacteria) whilst non-cancer samples had increased abundance of Planctomycetes. At the genera level, rectal-cancer samples had higher abundances of Bacteroides, Phascolarctobacterium, Parabacteroides, Desulfovibrio, and Odoribacter whereas non-cancer samples had higher abundances of Pseudomonas, Escherichia, Acinetobacter, Lactobacillus, and Bacillus. Two Bacteroides fragilis OTUs were more abundant among rectal-cancer patients seen through 16S rRNA amplicon sequencing, whose presence was confirmed by immunohistochemistry and enrichment verified by digital droplet PCR. Our findings point to increased bacterial richness and diversity in rectal cancer, along with several differences in microbial community composition. Our work is the first to present evidence for a possible role of bacteria such as B. fragilis and the phylum Parcubacteria in rectal cancer, emphasizing the need to study tissue-associated bacteria and specific regions of the gastrointestinal tract in order to better understand the possible links between the microbiota and rectal cancer.


Subject(s)
Bacteria/classification , Bacteria/genetics , Microbial Consortia/genetics , Phylogeny , RNA, Ribosomal, 16S/genetics , Rectal Neoplasms/microbiology , Adult , Aged , Biodiversity , Biopsy , Brazil , Cluster Analysis , Colon/microbiology , Colon/pathology , Colonoscopy/methods , DNA, Bacterial/genetics , DNA, Ribosomal , Feces/microbiology , Female , Gastrointestinal Tract/microbiology , Genes, Bacterial , Humans , Immunohistochemistry , Male , Middle Aged , Molecular Typing , Sequence Analysis, DNA
11.
AIDS Res Hum Retroviruses ; 29(5): 826-36, 2013 May.
Article in English | MEDLINE | ID: mdl-23301858

ABSTRACT

Human T lymphotropic virus type I (HTLV-1) is the etiological agent of HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP). CD8+ T cells may contribute to the protection or development of HAM/TSP. In this study we used SAGE methodology to screen for differentially expressed genes in CD8+ T cells isolated from HTLV-1 asymptomatic carriers (HAC) and from HAM/TSP patients to identify genes involved in HAM/TSP development. SAGE analysis was conducted by pooling samples according to clinical status. The comparison of gene expression profiles between HAC and HAM/TSP libraries identified 285 differentially expressed tags. We focus on cytotoxicity and cytokine-related genes due to their potential biological role in HTLV-1 infection. Our results showed that patients with HAM/TSP have high expression levels of degranulation-related genes, namely GZMH and PRF1, and of the cytoskeletal adaptor PXN. We found that GZMB and ZAP70 were overexpressed in HTLV-infected patients compared to the noninfected group. We also detected that CCL5 was higher in the HAM/TSP group compared to the HAC and CT groups. Our findings showed that CD8+ T cells of HAM/TSP patients have an inflammatory and active profile. PXN and ZAP70 overexpression in HTLV-1-infected patients was described for the first time here and reinforces this concept. However, although active and abundant, CD8+ T cells are not able to completely eliminate infected cells and prevent the development of HAM/TSP and, moreover, these cells might contribute to the pathogenesis of the disease by migrating to the central nervous system (CNS). These results should be further tested with biological functional assays to increase our understanding on the role of these molecules in the development of HTLV-1-related diseases.


Subject(s)
CD8-Positive T-Lymphocytes/virology , HTLV-I Infections/immunology , Human T-lymphotropic virus 1/physiology , Paraparesis, Tropical Spastic/virology , Adult , Aged , Asymptomatic Infections , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/physiology , Cytokines/genetics , Cytokines/metabolism , Female , Flow Cytometry , Gene Expression Profiling , Gene Expression Regulation, Viral/genetics , Gene Expression Regulation, Viral/physiology , Granzymes/genetics , Granzymes/metabolism , HTLV-I Infections/virology , Humans , Male , Middle Aged , Paraparesis, Tropical Spastic/immunology , Paraparesis, Tropical Spastic/metabolism , Paxillin/genetics , Paxillin/metabolism , Perforin , Pore Forming Cytotoxic Proteins/genetics , Pore Forming Cytotoxic Proteins/metabolism , Real-Time Polymerase Chain Reaction , Young Adult , ZAP-70 Protein-Tyrosine Kinase/genetics , ZAP-70 Protein-Tyrosine Kinase/metabolism
12.
BMC Bioinformatics ; 11: 161, 2010 Mar 30.
Article in English | MEDLINE | ID: mdl-20353576

ABSTRACT

BACKGROUND: The post-genomic era has brought new challenges regarding the understanding of the organization and function of the human genome. Many of these challenges are centered on the meaning of differential gene regulation under distinct biological conditions and can be performed by analyzing the Multiple Differential Expression (MDE) of genes associated with normal and abnormal biological processes. Currently MDE analyses are limited to usual methods of differential expression initially designed for paired analysis. RESULTS: We proposed a web platform named ProbFAST for MDE analysis which uses Bayesian inference to identify key genes that are intuitively prioritized by means of probabilities. A simulated study revealed that our method gives a better performance when compared to other approaches and when applied to public expression data, we demonstrated its flexibility to obtain relevant genes biologically associated with normal and abnormal biological processes. CONCLUSIONS: ProbFAST is a free accessible web-based application that enables MDE analysis on a global scale. It offers an efficient methodological approach for MDE analysis of a set of genes that are turned on and off related to functional information during the evolution of a tumor or tissue differentiation. ProbFAST server can be accessed at http://gdm.fmrp.usp.br/probfast.


Subject(s)
Gene Expression Profiling/methods , Genomics/methods , Software , Gene Expression , Genome, Human , Humans , Internet , Probability , User-Computer Interface
13.
Gene ; 390(1-2): 180-9, 2007 Apr 01.
Article in English | MEDLINE | ID: mdl-17157447

ABSTRACT

In an effort to identify the contribution of TEs to bovine genome evolution, the abundance, distribution and insertional orientation of TEs were examined in all bovine nuclear genes identified in sequence build 2.1 (released October 11, 2005). Exons, introns and promoter segments (3 kb upstream the transcription initiation sites) were screened with the RepeatMasker program. Most of the genes analyzed contained TE insertions, with an average of 18 insertions/gene. The majority of TE insertions identified were classified as retrotransposons and the remainder classified as DNA transposons. TEs were inserted into exons and promoter segments infrequently, while insertion into intron sequences was strikingly more abundant. The contribution of TEs to exon sequence is of great interest because TE insertions can directly influence the phenotype by altering protein sequences. We report six cases where the entire exon sequences of bovine genes are apparently derived from TEs and one of them, the insertion of Charlie into a bovine transcript similar to the zinc finger 452 gene is analyzed in detail. The great similarity of the TE-cassette sequence to the ZNF452 protein and phylogenetic relationship strongly suggests the occurrence of Charlie 10 DNA exaptation in the mammalian zinc finger 452 gene.


Subject(s)
Cattle/genetics , DNA Transposable Elements , Amino Acid Sequence , Animals , Base Sequence , DNA/genetics , Dogs , Evolution, Molecular , Exons , Genome , Humans , Introns , Molecular Sequence Data , Pan troglodytes/genetics , Phylogeny , Promoter Regions, Genetic , Sequence Homology, Amino Acid , Sequence Homology, Nucleic Acid , Species Specificity , Zinc Fingers/genetics
14.
Bioinformatics ; 21(10): 2566-7, 2005 May 15.
Article in English | MEDLINE | ID: mdl-15713730

ABSTRACT

UNLABELLED: MamMiBase, the mammalian mitochondrial genome database, is a relational database of complete mitochondrial genome sequences of mammalian species. The database is useful for phylogenetic analysis, since it allows a ready retrieval of nucleotide and aminoacid individual alignments, in three different formats (NEXUS for PAUP program, for MEGA program and for PHYLIP program) of the 13 protein coding mitochondrial genes. The user may download the sequences that are useful for him/her based on their parameters values, such as sequence length, p-distances, base content, transition transversion ratio, gamma, which are also given by MamMiBase. A simple phylogenetic tree (neighbor-joining tree with Jukes Cantor distance) is also available for download, useful for parameter calculations and other simple tasks. AVAILABILITY: MamMiBase is available at http://www.mammibase.lncc.br


Subject(s)
Chromosome Mapping/methods , DNA, Mitochondrial/classification , DNA, Mitochondrial/genetics , Databases, Nucleic Acid , Phylogeny , Sequence Alignment/methods , Sequence Analysis, DNA/methods , User-Computer Interface , Internet
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