Abstract Speciation is the process leading to the emergence of new species. While being usually progressive, it can sometimes be fast with rapid emergence of reproductive barriers leading to high level of reproductive isolation. Some reproductive barriers might leave signatures in the genome, through elevated level of genetic differentiation at specific loci. Similar signatures might also be the results of linked selection acting in low recombination regions. Nottingham catchfly (Silene nutans) is a Caryophyllaceae species composed of four genetically differentiated lineages for which strong and asymmetric levels of reproductive isolation have been identified. Using population transcriptomic data from several individuals of the four lineages, we inferred the best evo-demographic scenario leading to the current reproductive isolation of these four lineages. We also tested whether loci exhibiting high level of genetic differentiation represented barrier loci or were located in low recombination regions, evolving under strong influence of linked selection. Overall, the four lineages of S. nutans have diverged in strict isolation, likely during the different glacial period, through migration in distinct glacial refugia. Speciation between these four lineages appeared to be particularly fast, likely due to fast evolving plastid genome accelerating plastid-nuclear co-evolution and the probability of plastid-nuclear incompatibilities in inter-lineage hybrids.