RESUMEN
Massive parallel sequencing (MPS) can accurately quantify mitochondrial DNA (mtDNA) single nucleotide variants (SNVs), but no MPS methods are currently validated to simultaneously and accurately establish the breakpoints and frequency of large deletions at low heteroplasmic loads. Here we present the thorough validation of an MPS protocol to quantify the load of very low frequency, large mtDNA deletions in bulk DNA and single cells, along with SNV calling by standard methods. We used a set of well-characterized DNA samples, DNA mixes and single cells to thoroughly control the study. We developed a custom script for the detection of mtDNA rearrangements that proved to be more accurate in detecting and quantifying deletions than pre-existing tools. We also show that PCR conditions and primersets must be carefully chosen to avoid biases in the retrieved variants and an increase in background noise, and established a lower detection limit of 0.5% heteroplasmic load for large deletions, and 1.5 and 2% for SNVs, for bulk DNA and single cells, respectively. Finally, the analysis of different single cells provided novel insights into mtDNA cellular mosaicism.
Asunto(s)
Eliminación de Gen , Genoma Mitocondrial , Estudio de Asociación del Genoma Completo/métodos , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN/métodos , Células Cultivadas , Fibroblastos/metabolismo , Estudio de Asociación del Genoma Completo/normas , Humanos , Reacción en Cadena de la Polimerasa/métodos , Reacción en Cadena de la Polimerasa/normas , Sensibilidad y Especificidad , Análisis de Secuencia de ADN/normas , Análisis de la Célula Individual/métodosRESUMEN
Next-generation sequencing (NGS), an innovative sequencing technology that enables the successful analysis of numerous gene sequences in a massive parallel sequencing approach, has revolutionized the field of molecular biology. Although NGS was introduced in a rather recent past, the technology has already demonstrated its potential and effectiveness in many research projects, and is now on the verge of being introduced into the diagnostic setting of routine laboratories to delineate the molecular basis of genetic disease in undiagnosed patient samples. We tested a benchtop device on retrospective genomic DNA (gDNA) samples of controls and patients with a clinical suspicion of a mitochondrial DNA disorder. This Ion Torrent Personal Genome Machine platform is a high-throughput sequencer with a fast turnaround time and reasonable running costs. We challenged the chemistry and technology with the analysis and processing of a mutational spectrum composed of samples with single-nucleotide substitutions, indels (insertions and deletions) and large single or multiple deletions, occasionally in heteroplasmy. The output data were compared with previously obtained conventional dideoxy sequencing results and the mitochondrial revised Cambridge Reference Sequence (rCRS). We were able to identify the majority of all nucleotide alterations, but three false-negative results were also encountered in the data set. At the same time, the poor performance of the PGM instrument in regions associated with homopolymeric stretches generated many false-positive miscalls demanding additional manual curation of the data.
Asunto(s)
Genoma Mitocondrial , Genómica , Pruebas Genéticas/métodos , Pruebas Genéticas/normas , Variación Genética , Genómica/métodos , Genómica/normas , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/normas , Humanos , Enfermedades Mitocondriales/diagnóstico , Enfermedades Mitocondriales/genética , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Eliminación de SecuenciaRESUMEN
The advent of massive parallel sequencing (MPS) has revolutionized the field of human molecular genetics, including the diagnostic study of mitochondrial (mt) DNA dysfunction. The analysis of the complete mitochondrial genome using MPS platforms is now common and will soon outrun conventional sequencing. However, the development of a robust and reliable protocol is rather challenging. A previous pilot study for the re-sequencing of human mtDNA revealed an uneven coverage, affecting predominantly part of the plus strand. In an attempt to address this problem, we undertook a comparative study of standard and modified protocols for the Ion Torrent PGM system. We could not improve strand representation by altering the recommended shearing methodology of the standard workflow or omitting the DNA polymerase amplification step from the library construction process. However, we were able to associate coverage bias of the plus strand with a specific sequence motif. Additionally, we compared coverage and variant calling across technologies. The same samples were also sequenced on a MiSeq device which showed that coverage and heteroplasmic variant calling were much improved.
Asunto(s)
Genoma Mitocondrial , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Técnicas de Diagnóstico Molecular/métodos , Análisis de Secuencia de ADN/métodos , ADN Mitocondrial/genética , Biblioteca de Genes , Humanos , Proyectos Piloto , Sensibilidad y EspecificidadRESUMEN
An excellent model to elucidate the mechanisms and importance of evolution in the marine environment is the spectral tuning mechanism of the visual pigment in vertebrates. In the sand goby Pomatoschistus minutus (Teleostei; Gobiidae), a distribution-wide study showed that spatial variation at the rhodopsin gene (RH1) matches the characteristics of specific light environments. This match suggests that populations are locally adapted to selective light regimes targeting the RH1 gene. If so, then the direction of selection should depend on the regional spatial and temporal stability of the light conditions. We tested this prediction by comparing goby populations from two regions: the Baltic Sea, characterized by divergent, but temporally stable light conditions, and the North Sea, characterized by locally heterogeneous and temporally variable light conditions. RH1 sequences of 491 Pomatoschistus minutus individuals from 15 locations were analysed. We found that variation at the RH1 gene in the Baltic populations showed signatures of diversifying selection, whereas the RH1 gene in the North Sea showed signatures of stabilizing selection. These different modes of selection are consistent with the regional light conditions and hence support our predictions, but may also be influenced by migration between the open sea and more turbid estuarine environments. An interesting observation is that within one gene, synonymous and non-synonymous SNPs show a totally different pattern between populations. Population differentiation based on non-synonymous SNPs of the RH1 gene correlated with spectral variation of the local environment of the sand goby populations. In contrast, the differentiation based on synonymous SNPs of RH1 reflects more the neutral historical pattern of the species.
Asunto(s)
Evolución Molecular , Perciformes/genética , Rodopsina/genética , Selección Genética , Adaptación Biológica/genética , Sustitución de Aminoácidos , Animales , Proteínas de Peces/genética , Genética de Población , Luz , Mar del Norte , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADNRESUMEN
The spectral tuning mechanism of visual pigments is an excellent model to elucidate the mechanisms of adaptive evolution and the importance of selection as an evolutionary force. Therefore, we use a phylogenetic approach to determine whether there is evidence for differential adaptive molecular evolution on the rhodopsin (RH1) gene among closely related 'sand goby' species (Teleostei, Gobiidae). Fragments of the RH1 gene (868 bp) were sequenced and analyzed for nine 'sand goby' species that inhabit different photic environments. A high level of interspecific polymorphism at the RH1 gene was observed, including non-synonymous mutations on amino acids known as spectral tuning sites. Clear indications for positive Darwinian selection were provided by three independent methods: (1) by linking functional variation on the RH1 gene to specific light environments of the different fish habitats; (2) by constructing and comparing phylogenies based on RH1 and the 'neutral' 12S and 16S mtDNA fragments; and (3) by performing statistical tests to detect signatures of directional selection on the RH1 gene. This study shows an unusual high variability in the gobiid visual RH1 pigment, and we therefore suggest a possible role for sensory genes in the adaptive radiation of 'sand goby' species.