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Variability and bias in microbiome metagenomic sequencing: an interlaboratory study comparing experimental protocols. Sci Rep 2024; 14:9785. [PMID: 38684791 PMCID: PMC11059151 DOI: 10.1038/s41598-024-57981-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 03/24/2024] [Indexed: 05/02/2024] Open
Abstract
Several studies have documented the significant impact of methodological choices in microbiome analyses. The myriad of methodological options available complicate the replication of results and generally limit the comparability of findings between independent studies that use differing techniques and measurement pipelines. Here we describe the Mosaic Standards Challenge (MSC), an international interlaboratory study designed to assess the impact of methodological variables on the results. The MSC did not prescribe methods but rather asked participating labs to analyze 7 shared reference samples (5 × human stool samples and 2 × mock communities) using their standard laboratory methods. To capture the array of methodological variables, each participating lab completed a metadata reporting sheet that included 100 different questions regarding the details of their protocol. The goal of this study was to survey the methodological landscape for microbiome metagenomic sequencing (MGS) analyses and the impact of methodological decisions on metagenomic sequencing results. A total of 44 labs participated in the MSC by submitting results (16S or WGS) along with accompanying metadata; thirty 16S rRNA gene amplicon datasets and 14 WGS datasets were collected. The inclusion of two types of reference materials (human stool and mock communities) enabled analysis of both MGS measurement variability between different protocols using the biologically-relevant stool samples, and MGS bias with respect to ground truth values using the DNA mixtures. Owing to the compositional nature of MGS measurements, analyses were conducted on the ratio of Firmicutes: Bacteroidetes allowing us to directly apply common statistical methods. The resulting analysis demonstrated that protocol choices have significant effects, including both bias of the MGS measurement associated with a particular methodological choices, as well as effects on measurement robustness as observed through the spread of results between labs making similar methodological choices. In the analysis of the DNA mock communities, MGS measurement bias was observed even when there was general consensus among the participating laboratories. This study was the result of a collaborative effort that included academic, commercial, and government labs. In addition to highlighting the impact of different methodological decisions on MGS result comparability, this work also provides insights for consideration in future microbiome measurement study design.
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Dysregulation of the PRUNE2/PCA3 genetic axis in human prostate cancer: from experimental discovery to validation in two independent patient cohorts. eLife 2023; 12:81929. [PMID: 36645410 PMCID: PMC9886275 DOI: 10.7554/elife.81929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 01/13/2023] [Indexed: 01/17/2023] Open
Abstract
Background We have previously shown that the long non-coding (lnc)RNA prostate cancer associated 3 (PCA3; formerly prostate cancer antigen 3) functions as a trans-dominant negative oncogene by targeting the previously unrecognized prostate cancer suppressor gene PRUNE2 (a homolog of the Drosophila prune gene), thereby forming a functional unit within a unique allelic locus in human cells. Here, we investigated the PCA3/PRUNE2 regulatory axis from early (tumorigenic) to late (biochemical recurrence) genetic events during human prostate cancer progression. Methods The reciprocal PCA3 and PRUNE2 gene expression relationship in paired prostate cancer and adjacent normal prostate was analyzed in two independent retrospective cohorts of clinically annotated cases post-radical prostatectomy: a single-institutional discovery cohort (n=107) and a multi-institutional validation cohort (n=497). We compared the tumor gene expression of PCA3 and PRUNE2 to their corresponding expression in the normal prostate. We also serially examined clinical/pathological variables including time to disease recurrence. Results We consistently observed increased expression of PCA3 and decreased expression of PRUNE2 in prostate cancer compared with the adjacent normal prostate across all tumor grades and stages. However, there was no association between the relative gene expression levels of PCA3 or PRUNE2 and time to disease recurrence, independent of tumor grades and stages. Conclusions We concluded that upregulation of the lncRNA PCA3 and targeted downregulation of the protein-coding PRUNE2 gene in prostate cancer could be early (rather than late) molecular events in the progression of human prostate tumorigenesis but are not associated with biochemical recurrence. Further studies of PCA3/PRUNE2 dysregulation are warranted. Funding We received support from the Human Tissue Repository and Tissue Analysis Shared Resource from the Department of Pathology of the University of New Mexico School of Medicine and a pilot award from the University of New Mexico Comprehensive Cancer Center. RP and WA were supported by awards from the Levy-Longenbaugh Donor-Advised Fund and the Prostate Cancer Foundation. EDN reports research fellowship support from the Brazilian National Council for Scientific and Technological Development (CNPq), Brazil, and the Associação Beneficente Alzira Denise Hertzog Silva (ABADHS), Brazil. This work has been funded in part by the NCI Cancer Center Support Grants (CCSG; P30) to the University of New Mexico Comprehensive Cancer Center (CA118100) and the Rutgers Cancer Institute of New Jersey (CA072720).
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EBV and further emerging directions towards increased precision in gastric cancer treatment. Transl Cancer Res 2022; 11:3012-3014. [PMID: 36237269 PMCID: PMC9552089 DOI: 10.21037/tcr-22-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 09/05/2022] [Indexed: 11/07/2022]
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Evaluation of Bacteria and Fungi DNA Abundance in Human Tissues. Genes (Basel) 2022; 13:genes13020237. [PMID: 35205282 PMCID: PMC8872151 DOI: 10.3390/genes13020237] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 01/21/2022] [Accepted: 01/24/2022] [Indexed: 11/20/2022] Open
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.
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Targeting a cell surface vitamin D receptor on tumor-associated macrophages in triple-negative breast cancer. eLife 2021; 10:e65145. [PMID: 34060472 PMCID: PMC8169110 DOI: 10.7554/elife.65145] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 04/23/2021] [Indexed: 02/06/2023] Open
Abstract
Triple-negative breast cancer (TNBC) is an aggressive tumor with limited treatment options and poor prognosis. We applied the in vivo phage display technology to isolate peptides homing to the immunosuppressive cellular microenvironment of TNBC as a strategy for non-malignant target discovery. We identified a cyclic peptide (CSSTRESAC) that specifically binds to a vitamin D receptor, protein disulfide-isomerase A3 (PDIA3) expressed on the cell surface of tumor-associated macrophages (TAM), and targets breast cancer in syngeneic TNBC, non-TNBC xenograft, and transgenic mouse models. Systemic administration of CSSTRESAC to TNBC-bearing mice shifted the cytokine profile toward an antitumor immune response and delayed tumor growth. Moreover, CSSTRESAC enabled ligand-directed theranostic delivery to tumors and a mathematical model confirmed our experimental findings. Finally, in silico analysis showed PDIA3-expressing TAM in TNBC patients. This work uncovers a functional interplay between a cell surface vitamin D receptor in TAM and antitumor immune response that could be therapeutically exploited.
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Abstract B09: Unravelling the gastric microbiome in health and disease: Gastric cancer beyond Helicobacter pylori in a Brazilian cohort. Cancer Res 2020. [DOI: 10.1158/1538-7445.mvc2020-b09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Although numerous studies have shown the relevance of the gut microbiome in several diseases, underlying questions remain concerning the stomach microbiome and the establishment of a causal link between the microbiota and the development of gastric diseases, much beyond Helicobacter pylori and Epstein Barr virus. In this study, we aimed to characterize the bacterial composition of the stomach of subjects undergoing upper endoscopy, including gastric cancer (GC) individuals, aiming to identify fluctuations in bacterial populations that might be associated with stomach health. During endoscopic examination at A.C. Camargo Cancer Center (Sao Paulo, Brazil), gastric fluids (GF) were recovered from either GC patients (113) or individuals with gastric-related complaints, such as superficial gastritis (SG; 79), atrophic gastritis (AG; 12), and intestinal metaplasia (IM; 33). For eubacteria identification, the V3-V4 region of the 16S rRNA gene was amplified and paired-end sequenced (Illumina MiSeq). Analyses were carried out using Qiime2 and phyloseq packages. On average, we identified between 14 and 104 OTUs per subject, evidencing the potential of GFs for determining the stomach microbial composition and the interindividual variation. Testing of sample richness between GC and controls showed significant differences between the number of OTUs observed in each group (an average of 44 and 52 OTUs, respectively—Mann-Whitney test, p<0.05) and SG patients had a significantly increased alpha diversity (Shannon, p<0.05) as compared to AG, IM, and GC patients (both intestinal and diffuse subtypes), indicating dysbiosis already in early carcinogenesis steps. Additionally, the prolonged use of proton pump inhibitors or the presence of H. pylori (except for SG) did not seem to interfere with bacterial diversity. Specific genera are enriched in the sample subsets, including a lower presence of Corynebacterium and increased Streptococcus (Linear discriminant analysis Effect Size, LDA score >2) in AG samples as compared to SG patients, which are also increased in the IM, and GC. These results indicate these bacteria to be potentially associated with the stomach dysbiosis that may lead to the carcinogenesis cascade. Besides the regular turnover of the gastric epithelial tissue and pouring of cells onto the gastric cavity, GF certainly contains a high proportion of transient oral-derived bacteria, while stomach-resident microbiota is expected to be in close contact with the gastric epithelia. Preliminary data analyzing the bacterial content of the saliva x GF in a subset of patients showed no significant beta-diversity differences, but both fluids differ significantly from their biopsies’ composition. We are currently performing culturomics and transcriptomics to identify bacteria that are alive in the stomach. As GC is a complex malignancy with limited treatment options, these results may contribute to developing new interventions to treat and to better understand this disease.
Citation Format: Thais F. Bartelli, Gabriela E. Albuquerque, Alexandre Defelicibus, Marianna S. Serpa, Lais L.S. Abrantes, Rodrigo Borges, Felipe Coimbra, Adriane G. Pelosof, Israel T. Silva, Diana N. Nunes, Emmanuel Dias-Neto. Unravelling the gastric microbiome in health and disease: Gastric cancer beyond Helicobacter pylori in a Brazilian cohort [abstract]. In: Proceedings of the AACR Special Conference on the Microbiome, Viruses, and Cancer; 2020 Feb 21-24; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2020;80(8 Suppl):Abstract nr B09.
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Abstract A26: Comparison of DNA extraction kits for metagenomic studies in feces. Cancer Res 2020. [DOI: 10.1158/1538-7445.mvc2020-a26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
DNA extraction is a critical step in metagenomic studies since it requires the proper lysis of cell walls, allowing the recovery of nucleic acids that would represent the total diversity of communities. Recent studies indicated that the use of different DNA extraction methods in the same sample yielded distinct microbial profiles, highlighting the importance of standardization in DNA extraction methodologies to accurately measure the human microbiome. These issues are even more critical when limiting amounts of samples are available, or when studies target communities with reduced abundance, such as fungi, which represents only 0.1% of total gut microbiota, as has been poorly explored. Here we investigated the performance of three commercial kits for DNA extraction from human fecal samples: QIAamp DNA Stool Mini Kit (Qiagen), E.Z.N.A. Stool DNA Kit (Omega), and ZymoBIOMICS DNA Kit (Zymo), all with or without adding an enzymatic extraction with MetaPolyzyme (MAC4L - Sigma), in an attempt to improve the microbiome community profiling. After extraction, DNA-quality and yield were evaluated using Qubit and real-time PCR, V4-V5 16S rRNA and ITS2 followed by DNA sequencing, as well as further analysis using shotgun DNA sequencing. No significant differences were observed in DNA yield as evaluated by Qubit; an average of 40.3 ng/ul of DNA was obtained for all samples and kits. For both fungi and bacteria analysis, the addition of MAC4L in the extraction protocol apparently did not change the alpha diversity (observed and Shannon) for both individuals. Our analysis for samples extracted with different kits, with or without MAC4L, indicated the percentage of reads from bacteria to vary between 85-90%, whereas fungi were between 0.29-0.49%. Human DNA was also found, as expected, and relative amounts varied from 0.1 to 0.3%. qPCR showed that for all kits up to 50ng of DNA/15uL reaction can be safely used, with no significant DNA polymerase inhibition. These results showed similar efficacy for the three kits in representing bacteria and fungi from feces, and maybe because all these kits had a bead-beading step we had no clear benefits from adding extra enzymatic digestion steps with MAC4L. Finally, we decided to use the Omega kit in our lab, since it combines a simple extraction protocol and is reliable and cost-effective.
Citation Format: Isabella Kuniko T. Takenaka, Bruno S. Moda, Thaís F. Bartelli, Maria G. Amorim, Gabriela E. Albuquerque, Andrew M. Thomas, Emmanuel Dias-Neto, Diana N. Nunes. Comparison of DNA extraction kits for metagenomic studies in feces [abstract]. In: Proceedings of the AACR Special Conference on the Microbiome, Viruses, and Cancer; 2020 Feb 21-24; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2020;80(8 Suppl):Abstract nr A26.
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APOBEC-mediated DNA alterations: A possible new mechanism of carcinogenesis in EBV-positive gastric cancer. Int J Cancer 2020; 146:181-191. [PMID: 31090066 DOI: 10.1002/ijc.32411] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Revised: 04/22/2019] [Accepted: 04/30/2019] [Indexed: 12/17/2023]
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.
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A transcriptome-based signature of pathological angiogenesis predicts breast cancer patient survival. PLoS Genet 2019; 15:e1008482. [PMID: 31846472 PMCID: PMC6917213 DOI: 10.1371/journal.pgen.1008482] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 10/15/2019] [Indexed: 12/30/2022] Open
Abstract
The specific genes and molecules that drive physiological angiogenesis differ from those involved in pathological angiogenesis, suggesting distinct mechanisms for these seemingly related processes. Unveiling genes and pathways preferentially associated with pathologic angiogenesis is key to understanding its mechanisms, thereby facilitating development of novel approaches to managing angiogenesis-dependent diseases. To better understand these different processes, we elucidated the transcriptome of the mouse retina in the well-accepted oxygen-induced retinopathy (OIR) model of pathological angiogenesis. We identified 153 genes changed between normal and OIR retinas, which represent a molecular signature relevant to other angiogenesis-dependent processes such as cancer. These genes robustly predict the survival of breast cancer patients, which was validated in an independent 1,000-patient test cohort (40% difference in 15-year survival; p = 2.56 x 10-21). These results suggest that the OIR model reveals key genes involved in pathological angiogenesis, and these may find important applications in stratifying tumors for treatment intensification or for angiogenesis-targeted therapies.
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Genomics and epidemiology for gastric adenocarcinomas (GE4GAC): a Brazilian initiative to study gastric cancer. ACTA ACUST UNITED AC 2019. [DOI: 10.1186/s41241-019-0081-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
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.
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Going viral? Linking the etiology of human prostate cancer to the PCA3 long noncoding RNA and oncogenic viruses. EMBO Mol Med 2018; 9:1327-1330. [PMID: 28751581 PMCID: PMC5623838 DOI: 10.15252/emmm.201708072] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The hypothesis is discussed that prostate cancer marker lncRNA PCA3 was introduced into the human genome by an oncogenic virus, and that viral infection‐related mechanisms might underlie its overexpression and prostate cancer initiation and/or progression.
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Influência do Plasma de Argônio na Resistência de União de Adesivos à Dentina: Revisão de Literatura. JOURNAL OF HEALTH SCIENCES 2018. [DOI: 10.17921/2447-8938.2017v19n5p284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
O objetivo do presente estudo foi revisar a literatura sobre a influência do plasma de argônio na resistência de união de adesivos à dentina. Revisou-se a literatura no Pubmed no período de 2010 a 2016, utilizando os seguintes descritores: Adhesives, dentistry e plasma. Encontrou-se 89 estudos e através de uma leitura crítica de títulos e resumos, foram selecionados 14 estudos, sendo incluídos estudos laboratoriais in vitro. Foram excluídos estudos de revisão de literatura ou que fugiam a temática abordada. Os plasmas podem ser definidos como o quarto estado da matéria e são formados a partir da ionização de gases. Um dos grandes desafios da dentística e dos biomateriais é o de melhorar a longevidade das restaurações que tem entre as principais causas de falha a contração de polimerização, a adesão inadequada do adesivo à dentina e a presença de cáries secundárias. Para melhorar a adesão dos substratos dentais aos adesivos são necessárias modificações na superfície ou estratégias para melhorar a molhabilidade da superfície do substrato em relação aos adesivos. O emprego da tecnologia de plasma tem sido testada e vem demonstrando resultados promissores in vitro em relação a melhora da adesão em dentina, aumentando a interação química da superfície da dentina com adesivos dentinários e melhorando a força de adesão de compósitos restauradores à dentina.Palavras-chave: Adhesives. Dentistry. Plasma.
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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.
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Abstract
e16578 Background: Approved by the FDA as a diagnostic test, the long non-coding RNA PCA3 is the most specific human prostate cancer biomarker identified to date. The biological function of PCA3, which involves downregulating the tumor suppressor gene PRUNE2, has important therapeutic implications. Here we investigated RNA expression levels of these genes to better understand the dynamics of this regulatory process during cancer progression and its relevance for tumor aggressiveness. Methods: We downloaded clinical data, as well as PCA3 and PRUNE2 gene expression values (log2 RSEM), from 497 TCGA prostate cancer patients (totaling 550 samples) and their matched normal tissues using the Xena Browser. Expression values for both genes, and their ratios, were evaluated in terms of tumor vs non-tumor tissue, biochemical recurrence, pathologic T stage, Gleason scores and age at diagnosis. All p-values were obtained by the Wilcoxon rank Sum (2 groups) or the Kruskal-Wallis Test (3+ groups). Results: Using 52 malignant/non-malignant tissue pairs from our cohort, we confirmed previous findings that showed simultaneous PCA3 upregulation and PRUNE2 reduction in malignant samples when compared to non-malignant ( p<0.001). Normalized levels of PRUNE2 were informative for advanced tumors (Gleason >7) and in younger subjects (<50 years old), whereas PCA3/ PRUNE2ratios could discriminate all but the age at diagnosis group, and PCA3 levels were informative for all comparison groups. Conclusions: PCA3 appears to be a valuable marker of early stage disease or a less aggressive tumor. This suggests the activation of this oncogene to be an early event in PrCa, which may be later on replaced by other mechanisms that would sustain cancer progression and metastasis. [Table: see text]
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Tissue-Associated Bacterial Alterations in Rectal Carcinoma Patients Revealed by 16S rRNA Community Profiling. Front Cell Infect Microbiol 2016; 6:179. [PMID: 28018861 PMCID: PMC5145865 DOI: 10.3389/fcimb.2016.00179] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 11/24/2016] [Indexed: 12/12/2022] Open
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.
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Abstract
MOTIVATION Extracellular vesicles (EVs) are spherical bilayered proteolipids, harboring various bioactive molecules. Due to the complexity of the vesicular nomenclatures and components, online searches for EV-related publications and vesicular components are currently challenging. RESULTS We present an improved version of EVpedia, a public database for EVs research. This community web portal contains a database of publications and vesicular components, identification of orthologous vesicular components, bioinformatic tools and a personalized function. EVpedia includes 6879 publications, 172 080 vesicular components from 263 high-throughput datasets, and has been accessed more than 65 000 times from more than 750 cities. In addition, about 350 members from 73 international research groups have participated in developing EVpedia. This free web-based database might serve as a useful resource to stimulate the emerging field of EV research. AVAILABILITY AND IMPLEMENTATION The web site was implemented in PHP, Java, MySQL and Apache, and is freely available at http://evpedia.info.
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Next-generation phage display: integrating and comparing available molecular tools to enable cost-effective high-throughput analysis. PLoS One 2009; 4:e8338. [PMID: 20020040 PMCID: PMC2791209 DOI: 10.1371/journal.pone.0008338] [Citation(s) in RCA: 117] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2009] [Accepted: 11/24/2009] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Combinatorial phage display has been used in the last 20 years in the identification of protein-ligands and protein-protein interactions, uncovering relevant molecular recognition events. Rate-limiting steps of combinatorial phage display library selection are (i) the counting of transducing units and (ii) the sequencing of the encoded displayed ligands. Here, we adapted emerging genomic technologies to minimize such challenges. METHODOLOGY/PRINCIPAL FINDINGS We gained efficiency by applying in tandem real-time PCR for rapid quantification to enable bacteria-free phage display library screening, and added phage DNA next-generation sequencing for large-scale ligand analysis, reporting a fully integrated set of high-throughput quantitative and analytical tools. The approach is far less labor-intensive and allows rigorous quantification; for medical applications, including selections in patients, it also represents an advance for quantitative distribution analysis and ligand identification of hundreds of thousands of targeted particles from patient-derived biopsy or autopsy in a longer timeframe post library administration. Additional advantages over current methods include increased sensitivity, less variability, enhanced linearity, scalability, and accuracy at much lower cost. Sequences obtained by qPhage plus pyrosequencing were similar to a dataset produced from conventional Sanger-sequenced transducing-units (TU), with no biases due to GC content, codon usage, and amino acid or peptide frequency. These tools allow phage display selection and ligand analysis at >1,000-fold faster rate, and reduce costs approximately 250-fold for generating 10(6) ligand sequences. CONCLUSIONS/SIGNIFICANCE Our analyses demonstrates that whereas this approach correlates with the traditional colony-counting, it is also capable of a much larger sampling, allowing a faster, less expensive, more accurate and consistent analysis of phage enrichment. Overall, qPhage plus pyrosequencing is superior to TU-counting plus Sanger sequencing and is proposed as the method of choice over a broad range of phage display applications in vitro, in cells, and in vivo.
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Beyond receptor expression levels: the relevance of target accessibility in ligand-directed pharmacodelivery systems. Trends Cardiovasc Med 2008; 18:126-32. [PMID: 18555185 DOI: 10.1016/j.tcm.2008.03.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2008] [Revised: 02/29/2008] [Accepted: 03/06/2008] [Indexed: 12/31/2022]
Abstract
For development of a new ligand-directed pharmacology, it is critical to measure delivery of targeted drug ligands via molecular imaging or diagnostic readouts (termed theranostics). Combinatorial peptide libraries serve as unbiased functional screens that can identify specific peptides targeting cell-surface receptors accessible to the circulation. As candidate drug leads, such peptides provide motifs likely to modify ligand-receptor interactions and downstream signal transduction pathways. This strategy is synergistic with genomic and proteomic approaches and has yielded insights into the specialized nature of the target tissue microenvironment. However, for this vision to be realized, one must look, as recent literature suggests, beyond receptor levels and critically analyze ligand accessibility as a key determinant in pharmacodelivery systems.
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The contribution of 700,000 ORF sequence tags to the definition of the human transcriptome. Proc Natl Acad Sci U S A 2001; 98:12103-8. [PMID: 11593022 PMCID: PMC59775 DOI: 10.1073/pnas.201182798] [Citation(s) in RCA: 93] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Open reading frame expressed sequences tags (ORESTES) differ from conventional ESTs by providing sequence data from the central protein coding portion of transcripts. We generated a total of 696,745 ORESTES sequences from 24 human tissues and used a subset of the data that correspond to a set of 15,095 full-length mRNAs as a means of assessing the efficiency of the strategy and its potential contribution to the definition of the human transcriptome. We estimate that ORESTES sampled over 80% of all highly and moderately expressed, and between 40% and 50% of rarely expressed, human genes. In our most thoroughly sequenced tissue, the breast, the 130,000 ORESTES generated are derived from transcripts from an estimated 70% of all genes expressed in that tissue, with an equally efficient representation of both highly and poorly expressed genes. In this respect, we find that the capacity of the ORESTES strategy both for gene discovery and shotgun transcript sequence generation significantly exceeds that of conventional ESTs. The distribution of ORESTES is such that many human transcripts are now represented by a scaffold of partial sequences distributed along the length of each gene product. The experimental joining of the scaffold components, by reverse transcription-PCR, represents a direct route to transcript finishing that may represent a useful alternative to full-length cDNA cloning.
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Molecular characterization of DDX26, a human DEAD-box RNA helicase, located on chromosome 7p12. Braz J Med Biol Res 2001; 34:1237-45. [PMID: 11593297 DOI: 10.1590/s0100-879x2001001000002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
DEAD-box proteins comprise a family of ATP-dependent RNA helicases involved in several aspects of RNA metabolism. Here we report the characterization of the human DEAD-box RNA helicase DDX26. The gene is composed of 14 exons distributed over an extension of 8,123 bp of genomic sequence and encodes a transcript of 1.8 kb that is expressed in all tissues evaluated. The predicted amino acid sequence shows a high similarity to a yeast DEAD-box RNA helicase (Dbp9b) involved in ribosome biogenesis. The new helicase maps to 7p12, a region of frequent chromosome amplifications in glioblastomas involving the epidermal growth factor receptor (EGFR) gene. Nevertheless, co-amplification of DDX26 with EGFR was not detected in nine tumors analyzed.
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Abstract
A series of eight microsatellite loci were assayed for both loss of heterozygosity and new mutated alleles in 91 head and neck squamous cell carcinomas. In 58 cases, alterations were detected and used as markers for assaying the presence of circulating tumor-derived DNA in the patients' plasma. This was unambiguously detected in 17 cases. The probability of detecting circulating DNA was independent of tumor stage and was found to be present even in some individuals with stage I tumors. The presence of such DNA, however, could not be correlated with disease outcome or other significant clinical parameters, suggesting that it has no prognostic significance. The results indicate that circulating tumor-derived DNA could be used as a means of early diagnosis of head and neck tumors.
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Abstract
A series of eight microsatellite loci were assayed for both loss of heterozygosity and new mutated alleles in 91 head and neck squamous cell carcinomas. In 58 cases, alterations were detected and used as markers for assaying the presence of circulating tumor-derived DNA in the patients' plasma. This was unambiguously detected in 17 cases. The probability of detecting circulating DNA was independent of tumor stage and was found to be present even in some individuals with stage I tumors. The presence of such DNA, however, could not be correlated with disease outcome or other significant clinical parameters, suggesting that it has no prognostic significance. The results indicate that circulating tumor-derived DNA could be used as a means of early diagnosis of head and neck tumors.
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Detection of oral and oropharyngeal cancer by microsatellite analysis in mouth washes and lesion brushings. Oral Oncol 2000; 36:525-8. [PMID: 11036246 DOI: 10.1016/s1368-8375(00)00045-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Microsatellite allele losses are characteristic features of head and neck squamous cell carcinoma and can be used as molecular markers for malignancy. We have investigated the detection of microsatellite allele loss in mouth washes and lesions brushings from 19 patients with squamous cell carcinoma of the oral cavity and oropharynx as a means of tumour detection. In 84% of the analysed cases, allele loss previously identified in the tumour of these patients, was detected in these easily obtained specimens. No alterations were found in material derived from 10 healthy individuals. Success of detection was independent of tumour stage, suggesting that this approach may be useful for early diagnosis as well as for follow-up.
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Genetic variability and identification of the intermediate snail hosts of Schistosoma mansoni. Mem Inst Oswaldo Cruz 1999; 93 Suppl 1:103-10. [PMID: 9921330 DOI: 10.1590/s0074-02761998000700014] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Studies based on shell or reproductive organ morphology and genetic considerations suggest extensive intraspecific variation in Biomphalaria snails. The high variability at the morphological and genetic levels, as well as the small size of some specimens and similarities between species complicate the correct identification of these snails. Here we review our work using methods based on polymerase chain reaction (PCR) amplification for analysis of genetic variation and identification of Biomphalaria snails from Brazil, Argentina, Uruguay and Paraguay. Arbitrarily primed-PCR revealed that the genome of B. glabrata exhibits a remarkable degree of intraspecific polymorphism. Low stringency-PCR using primers for 18S rRNA permitted the identification of B. glabrata, B. tenagophila and B. occidentalis. The study of individuals obtained from geographically distinct populations exhibits significant intraspecific DNA polymorphism, however, specimens from the same species, exhibit some species specific LSPs. We also showed that PCR-restriction fragment of length polymorphism of the internal transcribed spacer region of Biomphalaria rDNA, using Ddel permits the differentiation of the three intermediate hosts of Schistosoma mansoni. the molecular biological techniques used in our studies are very useful for the generation of new knowledge concerning the systematics and population genetics of Biomphalaria snails.
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Abstract
Human tumors exhibit two fundamentally important characteristics, extensive genetic alteration and clonality. Although it is still unclear to what extent tumors have an elevated mutational burden as compared with normal tissue, their clonality results in their ready detection. Thus, assaying tissues for clonal alterations at frequently mutated microsatellite loci represents a viable approach to cancer diagnosis. The most remarkable extension of this concept is that not only can cancer cells be detected in biological samples, but tumor DNA can also be directly detected in the serum or plasma of patients with some forms of cancer. This recent finding is currently being explored but may represent an important contribution to future diagnostic strategies.
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Biomphalaria spp: identification of the intermediate snail hosts of Schistosoma mansoni by polymerase chain reaction amplification and restriction enzyme digestion of the ribosomal RNA gene intergenic spacer. Exp Parasitol 1998; 89:180-7. [PMID: 9635441 DOI: 10.1006/expr.1998.4286] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The intermediate hosts of S. mansoni in South America, B. glabrata, B. tenagophila, and B. straminea, were identified by restriction fragment length polymorphism (RFLP) analysis of the internal transcribed spacer region of the rRNA gene. The restriction patterns obtained with DdeI were the most informative of the eight enzymes that were tried. The RFLP profiles obtained using this enzyme are highly distinctive and exhibit low levels of intraspecific polymorphism even between specimens collected from diverse regions of Brazil, Argentine, Paraguay, and Uruguay. The method proved useful for the identification of DNA extracted from eggs, permitting species identification while preserving the living adult specimens for further studies.
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