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1.
Nat Med ; 28(9): 1913-1923, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36109637

RESUMO

Fecal microbiota transplantation (FMT) is highly effective against recurrent Clostridioides difficile infection and is considered a promising treatment for other microbiome-related disorders, but a comprehensive understanding of microbial engraftment dynamics is lacking, which prevents informed applications of this therapeutic approach. Here, we performed an integrated shotgun metagenomic systematic meta-analysis of new and publicly available stool microbiomes collected from 226 triads of donors, pre-FMT recipients and post-FMT recipients across eight different disease types. By leveraging improved metagenomic strain-profiling to infer strain sharing, we found that recipients with higher donor strain engraftment were more likely to experience clinical success after FMT (P = 0.017) when evaluated across studies. Considering all cohorts, increased engraftment was noted in individuals receiving FMT from multiple routes (for example, both via capsules and colonoscopy during the same treatment) as well as in antibiotic-treated recipients with infectious diseases compared with antibiotic-naïve patients with noncommunicable diseases. Bacteroidetes and Actinobacteria species (including Bifidobacteria) displayed higher engraftment than Firmicutes except for six under-characterized Firmicutes species. Cross-dataset machine learning predicted the presence or absence of species in the post-FMT recipient at 0.77 average AUROC in leave-one-dataset-out evaluation, and highlighted the relevance of microbial abundance, prevalence and taxonomy to infer post-FMT species presence. By exploring the dynamics of microbiome engraftment after FMT and their association with clinical variables, our study uncovered species-specific engraftment patterns and presented machine learning models able to predict donors that might optimize post-FMT specific microbiome characteristics for disease-targeted FMT protocols.


Assuntos
Infecções por Clostridium , Microbioma Gastrointestinal , Microbiota , Antibacterianos , Infecções por Clostridium/microbiologia , Infecções por Clostridium/terapia , Transplante de Microbiota Fecal/métodos , Fezes/microbiologia , Humanos , Resultado do Tratamento
2.
Eur J Hum Genet ; 14(1): 85-93, 2006 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16251901

RESUMO

An average of about 1700 CFTR (cystic fibrosis transmembrane conductance regulator) alleles from normal individuals from different European populations were extensively screened for DNA sequence variation. A total of 80 variants were observed: 61 coding SNSs (results already published), 13 noncoding SNSs, three STRs, two short deletions, and one nucleotide insertion. Eight DNA variants were classified as non-CF causing due to their high frequency of occurrence. Through this survey the CFTR has become the most exhaustively studied gene for its coding sequence variability and, though to a lesser extent, for its noncoding sequence variability as well. Interestingly, most variation was associated with the M470 allele, while the V470 allele showed an 'extended haplotype homozygosity' (EHH). These findings make us suggest a role for selection acting either on the M470V itself or through an hitchhiking mechanism involving a second site. The possible ancient origin of the V allele in an 'out of Africa' time frame is discussed.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/genética , Variação Genética , Haplótipos/genética , População Branca/genética , Frequência do Gene , Humanos , Desequilíbrio de Ligação , Mutação
3.
Eur J Hum Genet ; 13(2): 184-92, 2005 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-15536480

RESUMO

Coding single nucleotide substitutions (cSNSs) have been studied on hundreds of genes using small samples (n(g) approximately 100-150 genes). In the present investigation, a large random European population sample (average n(g) approximately 1500) was studied for a single gene, the CFTR (Cystic Fibrosis Transmembrane conductance Regulator). The nonsynonymous (NS) substitutions exhibited, in accordance with previous reports, a mean probability of being polymorphic (q > 0.005), much lower than that of the synonymous (S) substitutions, but they showed a similar rate of subpolymorphic (q < 0.005) variability. This indicates that, in autosomal genes that may have harmful recessive alleles (nonduplicated genes with important functions), genetic drift overwhelms selection in the subpolymorphic range of variability, making disadvantageous alleles behave as neutral. These results imply that the majority of the subpolymorphic nonsynonymous alleles of these genes are selectively negative or even pathogenic.


Assuntos
Regulador de Condutância Transmembrana em Fibrose Cística/genética , Fases de Leitura Aberta/genética , Polimorfismo de Nucleotídeo Único/genética , Alelos , Fibrose Cística/genética , Feminino , Genes Recessivos/genética , Testes Genéticos , Humanos , Masculino , Modelos Genéticos , Mutação Puntual/genética
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