Carolina Barros Machado

Dr. Carolina Barros Machado

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Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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17 January 2018 in Frontiers in Genetics
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Journal Article
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LMLívia A. de Carvalho Mondin
Lívia A. de Carvalho Mondin
CMCarolina Barros Machado
Carolina Barros Machado
EREmiko K. de Resende
Emiko K. de Resende
DMDebora K. S. Marques
Debora K. S. Marques
PJPedro Manoel Galetti Jr
Pedro Manoel Galetti Jr
Pleistocene climate changes were major historical events that impacted South American biodiversity. Although the effects of such changes are well-documented for several biomes, it is poorly known how these climate shifts affected the biodiversity of the Pantanal floodplain. Fish are one of the most diverse groups in the Pantanal floodplains and can be taken as a suitable biological model for reconstructing paleoenvironmental scenarios. To identify the effects of Pleistocene climate changes on Pantanal’s ichthyofauna, we used genetic data from multiple populations of a top-predator long-distance migratory fish, Salminus brasiliensis. We specifically investigated whether Pleistocene climate changes affected the demography of this species. If this was the case, we expected to find changes in population size over time. Thus, we assessed the genetic diversity of S. brasiliensis to trace the demographic history of nine populations from the Upper Paraguay basin, which includes the Pantanal floodplain, that form a single genetic group, employing approximate Bayesian computation (ABC) to test five scenarios: constant population, old expansion, old decline, old bottleneck following by recent expansion, and old expansion following by recent decline. Based on two mitochondrial DNA markers, our inferences from ABC analysis, the results of Bayesian skyline plot, the implications of star-like networks, and the patterns of genetic diversity (high haplotype diversity and low-to-moderate nucleotide diversity) indicated a sudden population expansion. ABC allowed us to make strong quantitative inferences about the demographic history of S. brasiliensis. We estimated a small ancestral population size that underwent a drastic fivefold expansion, probably associated with the colonization of newly formed habitats. The estimated time of this expansion was consistent with a humid and warm phase as inferred by speleothem growth phases and travertine records during Pleistocene interglacial periods. The strong concordance between our genetic inferences and this historical data could represent the first genetic record of a humid and warm phase in the Pantanal in the period since the Last Interglacial to 40 ka.

30 March 2018 in Journal of Biogeography
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CMCarolina Barros Machado
Carolina Barros Machado
PJPedro Manoel Galetti Jr
Pedro Manoel Galetti Jr
ACAna Carolina Carnaval
Ana Carolina Carnaval

7 December 2016 in Systematics and Biodiversity
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Journal Article
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CMCarolina Barros Machado
Carolina Barros Machado
TITamylin Kaori Ishizuka
Tamylin Kaori Ishizuka
PFPatrícia Domingues de Freitas
Patrícia Domingues de Freitas
Victor ValiatiVictor Valiati
Victor Valiati
PJPedro Manoel Galetti Jr
Pedro Manoel Galetti Jr
Salminus is a genus composed of four species of migratory fishes and top predators. Although this group has great economic and ecological importance, the species level diversity of Salminus is not yet completely clarified. Our goal was to detect if this taxonomic problem is the consequence of lineage divergence within species, and, if so, whether these divergences are sufficient to flag potentially undescribed taxa. We employed the standard DNA barcoding analyses and a generalized mixed Yule-coalescent model (GMYC) using one mitochondrial (COI) marker and Bayesian Inference (BI) reconstruction for one nuclear (RAG2) marker for all currently recognized species of Salminus, sampled across different hydrographic basins. Eight MOTUs (Molecular Operational Taxonomic Units) were determined by distance and model-based analyses, and recovered with BI analyses for COI. Only Salminus affinis and Salminus franciscanus formed monophyletic haplogroups. Salminus brasiliensis and Salminus hilarii had two and four distinct mitochondrial lineages, respectively, and higher intraspecific K2P distances than the adopted optimum threshold. The RAG2 gene tree supported two lineages of S. hilarii (S. hilarii Amazon and S. hilarii Araguaia), while the other mitochondrial lineages of S. hilarii and S. brasiliensis were not supported. All lineages of both species, corresponded to morphological variation described in previous studies. We suggest, based on the DNA barcoding analysis, a new taxonomic scenario and conservation polices for Salminus in the Brazilian territory.

1 December 2020 in Molecular Phylogenetics and Evolution
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Journal Article
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JRJorge L Ramirez
Jorge L Ramirez
CSCesar A. Santos
Cesar A. Santos
CMCarolina Barros Machado
Carolina Barros Machado
AOAlexandre K. Oliveira
Alexandre K. Oliveira
JGJulio C. Garavello
Julio C. Garavello
PGPedro M. Galetti
Pedro M. Galetti

17 December 2021 in Freshwater Biology
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CMCarolina Barros Machado
Carolina Barros Machado
ABAlline Braga‐Silva
Alline Braga‐Silva
PFPatrícia Domingues de Freitas
Patrícia Domingues de Freitas
PJPedro Manoel Galetti Jr
Pedro Manoel Galetti Jr

1 January 2023 in Neotropical Ichthyology
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Journal Article
Open access
RSRosane Silva-Santos
Rosane Silva-Santos
CMCarolina Barros Machado
Carolina Barros Machado
AZAngela Zanata
Angela Zanata
PCPriscila Camelier
Priscila Camelier
PJPedro Manoel Galetti Jr
Pedro Manoel Galetti Jr
PFPatrícia Domingues de Freitas
Patrícia Domingues de Freitas
Molecular tools have been employed to improve the knowledge about freshwater Neotropical fishes. Such approaches supporting studies of groups including species complexes such as Astyanax, one of the most diversified and taxonomically complex genus of the family Characidae. Here, we employed species delimitation analyses in four Astyanax species described for the upper Paraguaçu River basin, a drainage within Northeastern Mata Atlântica freshwater ecoregion with high endemism. We implemented single and multilocus approaches based on two mitochondrial and one nuclear markers. Cytochrome c Oxidase I sequences previously available for Astyanax species were also added to our dataset. The single locus analyses showed A. epiagos, A. rupestris, and A. aff. rupestris as different Molecular Operational Taxonomic Units (MOTUs), while A. brucutu and A. lorien were grouped. However, the multilocus approach distinguished these two species and showed congruence for the remaining single locus results. Astyanax aff. rupestris was separated into two MOTUs using both approaches, highlighting the need for an integrative taxonomic revision including A. aff. rupestris. These findings contribute to a better understanding of the diversity of this fish group in the upper Paraguaçu, identifying hidden diversity and reinforcing the relevance of this hydrographic system as a notable hotspot for ichthyofauna biodiversity endemism.