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The advent of rapid whole-genome sequencing has created new opportunities for computational prediction of antimicrobial resistance (AMR) phenotypes from genomic data. Both rule-based and machine learning (ML) approaches have been explored for this task, but systematic benchmarking is still needed. Here, we evaluated four state-of-the-art ML methods (Kover, PhenotypeSeeker, Seq2Geno2Pheno and Aytan-Aktug), an ML baseline and the rule-based ResFinder by training and testing each of them across 78 species-antibiotic datasets, using a rigorous benchmarking workflow that integrates three evaluation approaches, each paired with three distinct sample splitting methods. Our analysis revealed considerable variation in the performance across techniques and datasets. Whereas ML methods generally excelled for closely related strains, ResFinder excelled for handling divergent genomes. Overall, Kover most frequently ranked top among the ML approaches, followed by PhenotypeSeeker and Seq2Geno2Pheno. AMR phenotypes for antibiotic classes such as macrolides and sulfonamides were predicted with the highest accuracies. The quality of predictions varied substantially across species-antibiotic combinations, particularly for beta-lactams; across species, resistance phenotyping of the beta-lactams compound, aztreonam, amoxicillin/clavulanic acid, cefoxitin, ceftazidime and piperacillin/tazobactam, alongside tetracyclines demonstrated more variable performance than the other benchmarked antibiotics. By organism, Campylobacter jejuni and Enterococcus faecium phenotypes were more robustly predicted than those of Escherichia coli, Staphylococcus aureus, Salmonella enterica, Neisseria gonorrhoeae, Klebsiella pneumoniae, Pseudomonas aeruginosa, Acinetobacter baumannii, Streptococcus pneumoniae and Mycobacterium tuberculosis. In addition, our study provides software recommendations for each species-antibiotic combination. It furthermore highlights the need for optimization for robust clinical applications, particularly for strains that diverge substantially from those used for training.
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Antibacterianos , Fenotipo , Antibacterianos/farmacología , Aprendizaje Automático , Farmacorresistencia Bacteriana/genética , Biología Computacional/métodos , Genoma Bacteriano , Genoma Microbiano , Humanos , Bacterias/genética , Bacterias/efectos de los fármacosRESUMEN
Evaluating metagenomic software is key for optimizing metagenome interpretation and focus of the Initiative for the Critical Assessment of Metagenome Interpretation (CAMI). The CAMI II challenge engaged the community to assess methods on realistic and complex datasets with long- and short-read sequences, created computationally from around 1,700 new and known genomes, as well as 600 new plasmids and viruses. Here we analyze 5,002 results by 76 program versions. Substantial improvements were seen in assembly, some due to long-read data. Related strains still were challenging for assembly and genome recovery through binning, as was assembly quality for the latter. Profilers markedly matured, with taxon profilers and binners excelling at higher bacterial ranks, but underperforming for viruses and Archaea. Clinical pathogen detection results revealed a need to improve reproducibility. Runtime and memory usage analyses identified efficient programs, including top performers with other metrics. The results identify challenges and guide researchers in selecting methods for analyses.
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Metagenoma , Metagenómica , Archaea/genética , Metagenómica/métodos , Reproducibilidad de los Resultados , Análisis de Secuencia de ADN , Programas InformáticosRESUMEN
BACKGROUND: Selection of optimal computational strategies for analyzing metagenomics data is a decisive step in determining the microbial composition of a sample, and this procedure is complex because of the numerous tools currently available. The aim of this research was to summarize the results of crowdsourced sbv IMPROVER Microbiomics Challenge designed to evaluate the performance of off-the-shelf metagenomics software as well as to investigate the robustness of these results by the extended post-challenge analysis. In total 21 off-the-shelf taxonomic metagenome profiling pipelines were benchmarked for their capacity to identify the microbiome composition at various taxon levels across 104 shotgun metagenomics datasets of bacterial genomes (representative of various microbiome samples) from public databases. Performance was determined by comparing predicted taxonomy profiles with the gold standard. RESULTS: Most taxonomic profilers performed homogeneously well at the phylum level but generated intermediate and heterogeneous scores at the genus and species levels, respectively. kmer-based pipelines using Kraken with and without Bracken or using CLARK-S performed best overall, but they exhibited lower precision than the two marker-gene-based methods MetaPhlAn and mOTU. Filtering out the 1% least abundance species-which were not reliably predicted-helped increase the performance of most profilers by increasing precision but at the cost of recall. However, the use of adaptive filtering thresholds determined from the sample's Shannon index increased the performance of most kmer-based profilers while mitigating the tradeoff between precision and recall. CONCLUSIONS: kmer-based metagenomic pipelines using Kraken/Bracken or CLARK-S performed most robustly across a large variety of microbiome datasets. Removing non-reliably predicted low-abundance species by using diversity-dependent adaptive filtering thresholds further enhanced the performance of these tools. This work demonstrates the applicability of computational pipelines for accurately determining taxonomic profiles in clinical and environmental contexts and exemplifies the power of crowdsourcing for unbiased evaluation.
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Colaboración de las Masas , Metagenoma , Benchmarking , Metagenómica/métodos , Programas InformáticosRESUMEN
Chronic kidney disease (CKD) is characterized by structural abnormalities and the progressive loss of kidney function. Extracellular vesicles (EVs) from human umbilical cord tissue (hUCT)-derived mesenchymal stem cells (MSCs) and expanded human umbilical cord blood (hUCB)-derived CD133+ cells (eCD133+) maintain the characteristics of the parent cells, providing a new form of cell-free treatment. We evaluated the effects of EVs from hUCT-derived MSCs and hUCB-derived CD133+ cells on rats with CDK induced by an adenine-enriched diet. EVs were isolated by ultracentrifugation and characterized by nanoparticle tracking analysis (NTA) and electron microscopy. The animals were randomized and divided into the MSC-EV group, eEPC-EV group and control group. Infusions occurred on the seventh and 14th days after CKD induction. Evaluations of kidney function were carried out by biochemical and histological analyses. Intense labeling of the α-SMA protein was observed when comparing the control with MSC-EVs. In both groups treated with EVs, a significant increase in serum albumin was observed, and the increase in cystatin C was inhibited. The results indicated improvements in renal function in CKD, demonstrating the therapeutic potential of EVs derived from MSCs and eCD133+ cells and suggesting the possibility that in the future, more than one type of EV will be used concurrently.
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Vesículas Extracelulares , Células Madre Mesenquimatosas , Insuficiencia Renal Crónica , Animales , Células Cultivadas , Vesículas Extracelulares/metabolismo , Sangre Fetal , Células Madre Mesenquimatosas/metabolismo , Ratas , Insuficiencia Renal Crónica/metabolismo , Insuficiencia Renal Crónica/terapiaRESUMEN
Methods for assembly, taxonomic profiling and binning are key to interpreting metagenome data, but a lack of consensus about benchmarking complicates performance assessment. The Critical Assessment of Metagenome Interpretation (CAMI) challenge has engaged the global developer community to benchmark their programs on highly complex and realistic data sets, generated from â¼700 newly sequenced microorganisms and â¼600 novel viruses and plasmids and representing common experimental setups. Assembly and genome binning programs performed well for species represented by individual genomes but were substantially affected by the presence of related strains. Taxonomic profiling and binning programs were proficient at high taxonomic ranks, with a notable performance decrease below family level. Parameter settings markedly affected performance, underscoring their importance for program reproducibility. The CAMI results highlight current challenges but also provide a roadmap for software selection to answer specific research questions.
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Metagenómica , Programas Informáticos , Algoritmos , Benchmarking , Análisis de Secuencia de ADNRESUMEN
INTRODUCTION: Renal cell carcinoma (RCC) accounts for about 2-3% of all malignancies in adults and 90-95% of renal neoplasms. Curative treatment is eminently surgical, the first reports describing the laparoscopic partial nephrectomy (LPN) date from the beginning of the 1990s since then LPN has been consolidated as a safe and reproducible procedure. In order to improve the results of the LPN in relation to the postoperative renal function, while retaining the benefits of minimally invasive surgery, some surgeons began to implement the technique of laparoscopic partial nephrectomy without renal pedicle clamping (LPNWRPC) in selected cases. OBJECTIVE: To compare the perioperative, oncological and functional results of patients submitted to LPN with renal pedicle clamping (LPNRPC) and LPNWRPC in the hospitals linked to our institution. MATERIAL AND METHOD: All patients' charts were submitted to LPN from January 2000 to January 2016. Data were collected and analyzed retrospectively, patients were divided into two groups: LPNRPC (RPC group) and LPNWRPC (WRPC group). RESULTS: Data from 177 patients submitted to LPN for renal neoplasms were collected, 88 patients (49.7%) in the RPC group and 89 (50.3%) in the WRPC group. Surgical margins were positive in 2.56% of patients in the RPC group and 3.70% in the WRPC group. There was no significant difference despite the technique applied. Clavien 3 or 4 postoperative complications occurred in five cases (5.68%) in the RPC group and three cases in the WRPC group (3.7%), with no significant difference between the groups. Patients in the RPC group developed higher levels of creatinine in the postoperative period (creatinine 1.01 ± 0.16 preoperative vs. 1.12 ± 0.18 postoperatively, p = 0.031) and worsened filtration rate (EGFR) (preoperative 79.18 ± 16.28 × 74.43 ± 21.06 post-operative, p = 0.017). DISCUSSION: Our casuistry agrees with the results of previous studies with regard to major bleeding in patients submitted to LPNWRPC when compared to those submitted to LPNWRPC. However, although bleeding and surgical time were higher in the WRPC group, there was no impact on patients' postoperative evolution regarding both the need for transfusion of blood products and serious complications. In the high-complexity tumors, the mean warm ischemia time (WIT) in the RPC group was higher, this was probably responsible for a better response in the WRPC group evolving patients with lower creatinine levels and better postoperative glomerular filtration rates. CONCLUSION: LPNWRPC has been shown to be equally effective, safe, feasible, with low blood transfusion rates and postoperative complications comparable to LPNRPC, and has similar oncological results. Main impact factor in long-term renal dysfunction is WIT, which can be completely eliminated with the use of LPNWRPC.
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Carcinoma de Células Renales/cirugía , Neoplasias Renales/cirugía , Riñón/irrigación sanguínea , Laparoscopía/métodos , Nefrectomía/métodos , Anciano , Carcinoma de Células Renales/patología , Creatinina/sangre , Femenino , Tasa de Filtración Glomerular , Humanos , Riñón/patología , Riñón/cirugía , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Procedimientos Quirúrgicos Mínimamente Invasivos/efectos adversos , Procedimientos Quirúrgicos Mínimamente Invasivos/métodos , Tempo Operativo , Complicaciones Posoperatorias/etiología , Estudios Retrospectivos , Resultado del Tratamiento , Isquemia TibiaRESUMEN
BACKGROUND: It is well known that the search for homologous RNAs is more effective if both sequence and structure information is incorporated into the search. However, current tools for searching with RNA sequence-structure patterns cannot fully handle mutations occurring on both these levels or are simply not fast enough for searching large sequence databases because of the high computational costs of the underlying sequence-structure alignment problem. RESULTS: We present new fast index-based and online algorithms for approximate matching of RNA sequence-structure patterns supporting a full set of edit operations on single bases and base pairs. Our methods efficiently compute semi-global alignments of structural RNA patterns and substrings of the target sequence whose costs satisfy a user-defined sequence-structure edit distance threshold. For this purpose, we introduce a new computing scheme to optimally reuse the entries of the required dynamic programming matrices for all substrings and combine it with a technique for avoiding the alignment computation of non-matching substrings. Our new index-based methods exploit suffix arrays preprocessed from the target database and achieve running times that are sublinear in the size of the searched sequences. To support the description of RNA molecules that fold into complex secondary structures with multiple ordered sequence-structure patterns, we use fast algorithms for the local or global chaining of approximate sequence-structure pattern matches. The chaining step removes spurious matches from the set of intermediate results, in particular of patterns with little specificity. In benchmark experiments on the Rfam database, our improved online algorithm is faster than the best previous method by up to factor 45. Our best new index-based algorithm achieves a speedup of factor 560. CONCLUSIONS: The presented methods achieve considerable speedups compared to the best previous method. This, together with the expected sublinear running time of the presented index-based algorithms, allows for the first time approximate matching of RNA sequence-structure patterns in large sequence databases. Beyond the algorithmic contributions, we provide with RaligNAtor a robust and well documented open-source software package implementing the algorithms presented in this manuscript. The RaligNAtor software is available at http://www.zbh.uni-hamburg.de/ralignator.
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Algoritmos , Secuencia de Bases , Análisis de Secuencia de ARN , Emparejamiento Base , Secuencia de Bases/genética , Biología Computacional/métodos , Simulación por Computador , Bases de Datos Factuales , ARN/química , ARN/genética , Alineación de Secuencia , Análisis de Secuencia de ARN/métodos , Programas InformáticosRESUMEN
INTRODUCTION: Non-metastatic, castration-resistant prostate cancer (nmCRPC) is an important clinical stage of prostate cancer, prior to morbidity and mortality from clinical metastases. In particular, the introduction of novel androgen-receptor signaling inhibitors (ARSi) has changed the therapeutic landscape in nmCRPC. Given recent developments in this field, we update our recommendations for the management of nmCRPC. METHODS: A panel of 51 invited medical oncologists and urologists convened in May of 2021 with the aim of discussing and providing recommendations regarding the most relevant issues concerning staging methods, antineoplastic therapy, osteoclast-targeted therapy, and patient follow-up in nmCRPC. Panel members considered the available evidence and their practical experience to address the 73 multiple-choice questions presented. RESULTS: Key recommendations and findings include the reliance on prostate-specific antigen doubling time for treatment decisions, the absence of a clear preference between conventional and novel (i.e., positron-emission tomography-based) imaging techniques, the increasing role of ARSis in various settings, the general view that ARSis have similar efficacy. Panelists highlighted the slight preference for darolutamide, when safety is of greater concern, and a continued need to develop high-level evidence to guide the intensity of follow-up in this subset of prostate cancer. DISCUSSION: Despite the limitations associated with a consensus panel, the topics addressed are relevant in current practice, and the recommendations can help practicing clinicians to provide state-of-the-art treatment to patients with nmCRPC in Brazil and other countries with similar healthcare settings.
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Neoplasias de la Próstata Resistentes a la Castración , Neoplasias de la Próstata Resistentes a la Castración/diagnóstico , Neoplasias de la Próstata Resistentes a la Castración/terapia , Humanos , Masculino , Estadificación de Neoplasias , Antineoplásicos/uso terapéutico , Antagonistas de Receptores Androgénicos/uso terapéutico , Consenso , Brasil , OsteoclastosRESUMEN
Peritoneal dialysis therapy has increased in popularity since the end of the 1970s. This method provides a patient survival rate equivalent to hemodialysis and better preservation of residual renal function. However, technique failure by peritonitis, and ultrafiltration failure, which is a multifactorial complication that can affect up to 40% of patients after 3 years of therapy. Encapsulant peritoneal sclerosis is an extreme and potentially fatal manifestation. Causes of inflammation in peritoneal dialysis range from traditional factors to those related to chronic kidney disease per se, as well as from the peritoneal dialysis treatment, including the peritoneal dialysis catheter, dialysis solution, and infectious peritonitis. Peritoneal inflammation generated causes significant structural alterations including: thickening and cubic transformation of mesothelial cells, fibrin deposition, fibrous capsule formation, perivascular bleeding, and interstitial fibrosis. Structural alterations of the peritoneal membrane described above result in clinical and functional changes. One of these clinical manifestations is ultrafiltration failure and can occur in up to 30% of patients on PD after five years of treatment. An understanding of the mechanisms involved in peritoneal inflammation is fundamental to improve patient survival and provide a better quality of life.
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Membrana Celular/patología , Inflamación , Diálisis Peritoneal/efectos adversos , Diálisis Peritoneal/métodos , Peritoneo/patología , Animales , Materiales Biocompatibles , Membrana Celular/metabolismo , Soluciones para Diálisis , Humanos , Fallo Renal Crónico/patología , Fallo Renal Crónico/terapia , Calidad de Vida , RatasRESUMEN
PURPOSE: We evaluated our experience with laparoscopic donor nephrectomy in patients with multiple renal arteries, comparing operative outcomes and early graft function with patients with a single renal artery. MATERIALS AND METHODS: From January 2003 to February 2009, 130 patients underwent laparoscopic donor nephrectomy at our institution, 108 (83 %) with a single renal artery and 22 (17 %) with multiple arteries. Donor and recipient outcomes for single artery and multiple arteries allografts were compared. RESULTS: The LDN operative time was similar between the single artery and multiple arteries groups (162 vs 163 min, respectively, p = 0.87). Allografts with multiple arteries had significantly longer warm ischemia time (3.9 vs 4.9 min, p = 0.05) and cold ischemia time (72 vs 94 min, p < 0.001) than those with single artery. The conversion rate was similar between single and multiple arteries groups (6 % vs 4.5 %, respectively, p = 0.7). Multiple arteries grafts had a non statistically significant higher rate of poor graft function when compared to single artery grafts (23 % vs 12 %, respectively, p = 0.18). Five patients in the single artery group (4.6 %) and one patient in the multiple arteries group (4.5 %) needed dialysis during the first postoperative week. Overall, recipient complication rates were similar between single and multiple arteries groups (12.9 % vs 18.1 %, respectively, p = 0.51). CONCLUSION: Laparoscopic donor nephrectomy with multiple arteries was associated with a non statistically significant higher rate of poor early graft function. The procedure appears to be safe in patients with multiple arteries, with similar complications rates. Multiple arteries should not be a contraindication for laparoscopic donor nephrectomy.
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Trasplante de Riñón/métodos , Laparoscopía/métodos , Donadores Vivos , Nefrectomía/métodos , Arteria Renal/trasplante , Adulto , Femenino , Supervivencia de Injerto , Humanos , Riñón/irrigación sanguínea , Masculino , Persona de Mediana Edad , Tempo Operativo , Complicaciones Posoperatorias , Reproducibilidad de los Resultados , Estadísticas no Paramétricas , Resultado del TratamientoRESUMEN
BACKGROUND: Tremendous amounts of data generated from microbiome research studies during the last decades require not only standards for sampling and preparation of omics data but also clear concepts of how the metadata is prepared to ensure re-use for integrative and interdisciplinary microbiome analysis. RESULTS: In this Commentary, we present our views on the key issues related to the current system for metadata submission in omics research, and propose the development of a global metadata system. Such a system should be easy to use, clearly structured in a hierarchical way, and should be compatible with all existing microbiome data repositories, following common standards for minimal required information and common ontology. Although minimum metadata requirements are essential for microbiome datasets, the immense technological progress requires a flexible system, which will have to be constantly improved and re-thought. While FAIR principles (Findable, Accessible, Interoperable, and Reusable) are already considered, international legal issues on genetic resource and sequence sharing provided by the Convention on Biological Diversity need more awareness and engagement of the scientific community. CONCLUSIONS: The suggested approach for metadata entries would strongly improve retrieving and re-using data as demonstrated in several representative use cases. These integrative analyses, in turn, would further advance the potential of microbiome research for novel scientific discoveries and the development of microbiome-derived products.
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BACKGROUND: The secondary structure of RNA molecules is intimately related to their function and often more conserved than the sequence. Hence, the important task of searching databases for RNAs requires to match sequence-structure patterns. Unfortunately, current tools for this task have, in the best case, a running time that is only linear in the size of sequence databases. Furthermore, established index data structures for fast sequence matching, like suffix trees or arrays, cannot benefit from the complementarity constraints introduced by the secondary structure of RNAs. RESULTS: We present a novel method and readily applicable software for time efficient matching of RNA sequence-structure patterns in sequence databases. Our approach is based on affix arrays, a recently introduced index data structure, preprocessed from the target database. Affix arrays support bidirectional pattern search, which is required for efficiently handling the structural constraints of the pattern. Structural patterns like stem-loops can be matched inside out, such that the loop region is matched first and then the pairing bases on the boundaries are matched consecutively. This allows to exploit base pairing information for search space reduction and leads to an expected running time that is sublinear in the size of the sequence database. The incorporation of a new chaining approach in the search of RNA sequence-structure patterns enables the description of molecules folding into complex secondary structures with multiple ordered patterns. The chaining approach removes spurious matches from the set of intermediate results, in particular of patterns with little specificity. In benchmark experiments on the Rfam database, our method runs up to two orders of magnitude faster than previous methods. CONCLUSIONS: The presented method's sublinear expected running time makes it well suited for RNA sequence-structure pattern matching in large sequence databases. RNA molecules containing several stem-loop substructures can be described by multiple sequence-structure patterns and their matches are efficiently handled by a novel chaining method. Beyond our algorithmic contributions, we provide with Structator a complete and robust open-source software solution for index-based search of RNA sequence-structure patterns. The Structator software is available at http://www.zbh.uni-hamburg.de/Structator.
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Algoritmos , ARN/química , Análisis de Secuencia de ARN/métodos , Programas Informáticos , Secuencia de Bases , Conformación de Ácido Nucleico , ARN/genéticaRESUMEN
Computational methods are key in microbiome research, and obtaining a quantitative and unbiased performance estimate is important for method developers and applied researchers. For meaningful comparisons between methods, to identify best practices and common use cases, and to reduce overhead in benchmarking, it is necessary to have standardized datasets, procedures and metrics for evaluation. In this tutorial, we describe emerging standards in computational meta-omics benchmarking derived and agreed upon by a larger community of researchers. Specifically, we outline recent efforts by the Critical Assessment of Metagenome Interpretation (CAMI) initiative, which supplies method developers and applied researchers with exhaustive quantitative data about software performance in realistic scenarios and organizes community-driven benchmarking challenges. We explain the most relevant evaluation metrics for assessing metagenome assembly, binning and profiling results, and provide step-by-step instructions on how to generate them. The instructions use simulated mouse gut metagenome data released in preparation for the second round of CAMI challenges and showcase the use of a repository of tool results for CAMI datasets. This tutorial will serve as a reference for the community and facilitate informative and reproducible benchmarking in microbiome research.
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Benchmarking , Metagenómica/métodos , Programas Informáticos , Animales , Simulación por Computador , Bases de Datos Genéticas , Microbioma Gastrointestinal/genética , Metagenoma , Ratones , Filogenia , Estándares de Referencia , Reproducibilidad de los ResultadosRESUMEN
The gut microbiome is associated with psychiatric disorders; however, the molecular mechanisms mediating this association are poorly understood. The ability of host genetics to modulate the gut microbiome may be an important factor in understanding the association. In this study, we aimed to evaluate the role of genetic variants associated with the gut microbiome in the susceptibility of individuals to four psychiatric disorders: schizophrenia (SCZ), attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and major depressive disorder (MDD). A total of 201 host genetic markers associated with microbiome outcomes and reported in available genome-wide association studies (GWAS) were included in the analyses. We searched for these variants in the summary statistics of the largest GWAS on these disorders to date, which were published by the Psychiatric Genomic Consortium, and performed gene-based and gene set association analyses. Two variants were significantly associated with ASD (rs9401458 and rs9401452) and one with MDD (rs75036654). For the gene-based association analysis, eight genes were associated with SCZ (ASIC2, KCND3, ITSN1, SIPA1L3, RBMS3, BANK1, CSMD1, and LHFPL3), one with MDD (ACTL8), two with ADHD (C14orf39 and FBXL17), and one with ASD (PINX). The gene set comprising 83 genes was associated with SCZ (p = 0.047). These findings suggest that genes related to microbiome composition may affect the susceptibility of individuals to psychiatric disorders, mainly schizophrenia. Although less robust, the associations with ASD, ADHD, and MDD cannot be discarded.
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Eje Cerebro-Intestino/fisiología , Encéfalo/metabolismo , Bases de Datos Genéticas , Microbioma Gastrointestinal/fisiología , Trastornos Mentales/genética , Trastornos Mentales/metabolismo , Bases de Datos Genéticas/tendencias , Marcadores Genéticos/genética , Humanos , Trastornos Mentales/diagnósticoRESUMEN
The explosive growth in taxonomic metagenome profiling methods over the past years has created a need for systematic comparisons using relevant performance criteria. The Open-community Profiling Assessment tooL (OPAL) implements commonly used performance metrics, including those of the first challenge of the initiative for the Critical Assessment of Metagenome Interpretation (CAMI), together with convenient visualizations. In addition, we perform in-depth performance comparisons with seven profilers on datasets of CAMI and the Human Microbiome Project. OPAL is freely available at https://github.com/CAMI-challenge/OPAL .
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Metagenómica/normas , Programas Informáticos , Clasificación/métodos , Humanos , Metagenómica/métodosRESUMEN
Reconstructing the genomes of microbial community members is key to the interpretation of shotgun metagenome samples. Genome binning programs deconvolute reads or assembled contigs of such samples into individual bins. However, assessing their quality is difficult due to the lack of evaluation software and standardized metrics. Here, we present Assessment of Metagenome BinnERs (AMBER), an evaluation package for the comparative assessment of genome reconstructions from metagenome benchmark datasets. It calculates the performance metrics and comparative visualizations used in the first benchmarking challenge of the initiative for the Critical Assessment of Metagenome Interpretation (CAMI). As an application, we show the outputs of AMBER for 11 binning programs on two CAMI benchmark datasets. AMBER is implemented in Python and available under the Apache 2.0 license on GitHub.
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Metagenoma , Programas Informáticos , Mapeo Cromosómico , Bases de Datos GenéticasRESUMEN
PURPOSE: To establish an experimental model of laparoscopic partial nephrectomy (LPN) in rats and to analyze morphological alterations in the renal parenchyma utilizing an electric cautery and harmonic scalpel. METHODS: Forty Wistar rats were used, divided in 2 experiments with 20 rats each: experiment I, LPN was performed with an electric cautery and the rats were subdivided into groups A and B; experiment II, LPN was performed with a harmonic scalpel and they were subdivided into groups C and D. The animals in groups A and C were sacrificed shortly after surgery and the remnant kidney was removed to study the following variables: necroses and degeneration. In groups B and D a laparatomy was performed for retrieval of the remnant kidney on the 14th day after surgery to analyze fibrous scarring. RESULTS: For the variables necroses and fibrous scarring, the electric cautery creates, on average, greater width than that produced by the harmonic scalpel (p=0.0002 and p=0.0068 respectively). Regarding the variable of degeneration, we found no significant difference between the two types of scalpels (p=0.1267). CONCLUSIONS: LPN in rats is an adequate and feasible experimental model. The electric cautery caused greater damage to remnant renal tissue when compared to harmonic scalpel.
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Electrocoagulación/instrumentación , Riñón/cirugía , Laparoscopía/métodos , Nefrectomía/métodos , Instrumentos Quirúrgicos/efectos adversos , Animales , Modelos Animales de Enfermedad , Traumatismos por Electricidad/etiología , Traumatismos por Electricidad/patología , Electrocoagulación/efectos adversos , Electrocirugia/efectos adversos , Electrocirugia/instrumentación , Hemostasis Quirúrgica/instrumentación , Masculino , Necrosis , Nefrectomía/instrumentación , Ratas , Ratas WistarRESUMEN
INTRODUCTION: Chronic kidney disease (CKD) is a major health problem, determining the reduction in life expectancy and an increased risk of cardiovascular disease. METHOD: An observational, cohort, retrospective, based on patient's medical records data with CKD under hemodialysis, peritoneal dialysis and kidney transplantation in the city of Curitiba, in the period from January to June 2014, evacuativo the financial impact on the Unified Health System (SUS) and the supplementary health. RESULTS: The lowest cost of a kidney transplant in the first year was R$ 40,743.03 when cyclosporine was used and the highest was R$ 48,388.17 with the use of tacrolimus. In the second year post-transplant, hemodialysis and peritoneal dialysis have a higher cost compared to kidney transplant. Transplantation with deceased donor, treated with tacrolimus: R$ 67,023.39; Hemodialysis R$ 71,717.51 and automated peritoneal dialysis automatic R$ 69,527.03. CONCLUSIONS: After the first two years of renal replacement therapy, transplantation demonstrates lower costs to the system when compared to other modalities evaluated. Based on that, this therapy justifies improvements in government policies in this sector.
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Costos de la Atención en Salud , Fallo Renal Crónico/economía , Fallo Renal Crónico/terapia , Trasplante de Riñón/economía , Diálisis Renal/economía , Estudios de Cohortes , Humanos , Diálisis Peritoneal/economía , Estudios RetrospectivosRESUMEN
INTRODUCTION: The difference between available kidneys and the number of patients on waiting list for kidney transplantation continues to grow. For this reason the trend is to use donors with expanded criteria, such as a pelvic kidney, as we describe below. CASE REPORT: Male patient 25 years-old with end-stage kidney disease, receives as a graft a pelvic kidney from his father, 49 years-old, known to have controlled systemic arterial hypertension and nephrolithiasis by history without new episodes in the last 10 years. Function and anatomy of the pelvic kidney were evaluated through magnetic angioressonance, computerized tomography and scintigraphy. After an initial rejection episode promptly treated, the patient has had an uneventful recovery. CONCLUSION: To increase the number of kidneys available for transplantation, it is reasonable to use a pelvic kidney, after a thorough investigation.
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Fallo Renal Crónico/cirugía , Trasplante de Riñón , Riñón/anomalías , Adulto , Humanos , Donadores Vivos , MasculinoRESUMEN
OBJECTIVE: to evaluate the effectiveness and applicability of Holmium laser enucleation of the prostate (HoLEP) - in the treatment of benign prostatic hyperplasia (BPH) - in comparison to transurethral resection of the prostate (TURP). METHODS: patients with symptomatic prostatic hyperplasia and candidates for surgical treatment were selected. Both procedures were explained and they had choosen HoLEP or TURP. At the hospital were collected: age, date of birth, international prostate symptom score, urinary peak flow rate, prostate volume, post-voiding residual urine, globular volume and serum PSA. At the procedure operating time, morcellating time (HoLEP), bladder mucosal injury and intercurrences were collected. At the first postoperative day, globular volume and sodium. Besides that were observed the catheter indwelling time and hospital stay and after 90 days, urinary peak flow rate and international prostate symptom score. Statistical analisys have been done partially by Sinpe(r) and also by a professional team. RESULTS: twenty patients in HoLEP group and 21 at TURP were operated. Baseline urinary peak flow rate was 8 ml/s in both groups and preoperative international prostate symptom score was 22 in HoLEP and 20 in TURP, very similar. Operative time was 85 minutes in HoLEP and 60 in TURP, p<0.05. Hospital stay was 47 hours for HoLEP and 48 hours to TURP, p<0.05. At 90 day the urinary peak flow rate was raised to 21.5 ml/s in HoLEP group and to 20 ml/s in TURP and the median of international prostate symptom score had been reduced to score 3 in both groups. CONCLUSION: HoLEP is a feasible technique and is as effective as TURP on symptomatic prostatic hyperplasia surgical treatment.