Denis Jacob Machado

Dr. Denis Jacob Machado

University of North Carolina at Charlotte
orcid

Research Focus & Metrics

Academic Career Length

15Years (2012-Present)

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

Representative Publications

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1 September 2017 in South American Journal of Herpetology
Verified
Journal Article
Closed access
TGTaran Grant
Taran Grant
MRMarco Rada
Marco Rada
MAMarvin Anganoy-Criollo
Marvin Anganoy-Criollo
ABAbel Batista
Abel Batista
PDPedro Henrique Dias
Pedro Henrique Dias
JRJosé Vicente Rueda-Almonacid
José Vicente Rueda-Almonacid
Despite the impressive growth of knowledge on the phylogenetic systematics of dart-poison frogs and their relatives (Dendrobatoidea) over the past decade, many problems remain to be addressed. We analyzed up to 189 phenomic characters (morphology, behavior, defensive chemicals) and 15 mitochondrial and nuclear loci scored for 564 dendrobatoid and outgroup terminals, including 76 newly sequenced terminals and > 20 previously unanalyzed species, using tree-alignment and the parsimony optimality criterion in the program POY v.5.1.1 and additional analyses of the implied alignment using TNT v.1.5. Even though data coverage was highly heterogeneous, the strict consensus of 639 optimal trees is highly resolved and we detected only one instance of wildcard behavior involving a small clade of outgroup species. The monophyly of the median lingual process (MLP) possessing genus Anomaloglossus is decisively refuted, with the cis-Andean species being sister to Rheobates within Aromobatidae and the trans-And...

13 September 2019 in PeerJ
Verified
Journal Article
Open access
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BTBruna Trevisan
Bruna Trevisan
DADaniel Maximo Correa Alcantara
Daniel Maximo Correa Alcantara
Denis Jacob MachadoDenis Jacob Machado
Denis Jacob Machado
FMFernando P.L. Marques
Fernando P.L. Marques
DLDaniel J.G. Lahr
Daniel J.G. Lahr
Global loss of biodiversity is an ongoing process that concerns both local and global authorities. Studies of biodiversity mainly involve traditional methods using morphological characters and molecular protocols. However, conventional methods are a time consuming and resource demanding task. The development of high-throughput sequencing (HTS) techniques has reshaped the way we explore biodiversity and opened a path to new questions and novel empirical approaches. With the emergence of HTS, sequencing the complete mitochondrial genome became more accessible, and the number of genome sequences published has increased exponentially during the last decades. Despite the current state of knowledge about the potential of mitogenomics in phylogenetics, this is still a relatively under-explored area for a multitude of taxonomic groups, especially for those without commercial relevance, non-models organisms and with preserved DNA. Here we take the first step to assemble and annotate the genomes from HTS data using a new protocol of genome skimming which will offer an opportunity to extend the field of mitogenomics to under-studied organisms. We extracted genomic DNA from specimens preserved in ethanol. We used Nextera XT DNA to prepare indexed paired-end libraries since it is a powerful tool for working with diverse samples, requiring a low amount of input DNA. We sequenced the samples in two different Illumina platform (MiSeq or NextSeq 550). We trimmed raw reads, filtered and had their quality tested accordingly. We performed the assembly using a baiting and iterative mapping strategy, and the annotated the putative mitochondrion through a semi-automatic procedure. We applied the contiguity index to access the completeness of each new mitogenome. Our results reveal the efficiency of the proposed method to recover the whole mitogenomes of preserved DNA from non-model organisms even if there are gene rearrangement in the specimens. Our findings suggest the potential of combining the adequate platform and library to the genome skimming as an innovative approach, which opens a new range of possibilities of its use to obtain molecular data from organisms with different levels of preservation.

25 March 2018 in Ecology and Evolution
Verified
Journal Article
Open access
PDF file
Denis Jacob MachadoDenis Jacob Machado
Denis Jacob Machado
DJDaniel Janies
Daniel Janies
CBCory Brouwer
Cory Brouwer
TGTaran Grant
Taran Grant
We applied a novel strategy to infer sequence circularity and complete assembly of four mitochondrial genomes (mitogenomes) of the frog families Bufonidae (Melanophryniscus moreirae), Dendrobatidae (Hyloxalus subpunctatus and Phyllobates terribilis), and Scaphiopodidae (Scaphiopus holbrookii). These are the first complete mitogenomes of these four genera and Scaphiopodidae. We assembled mitogenomes from short genomic sequence reads using a baiting and iterative mapping strategy followed by a new ad hoc mapping strategy developed to test for assembly circularization. To assess the quality of the inferred circularization, we used Bowtie2 alignment scores and a new per‐position sequence coverage value (which we named “connectivity”). Permutation tests with 400 iterations per specimen and 1% or 5% chance of mutation at the ends of the putative circular sequences showed that the proposed method is highly sensitive, with a single nucleotide insertion or deletion being sufficient for circularity to be rejected. False positives comprised only 2% of all observations and possessed significantly lower alignment scores. The size, gene content, and gene arrangement of each mitogenome differed among the species but matched the expectations for their clades. We argue that basic studies on circular sequences can benefit from the results and bioinformatics procedures introduced here, especially when closely related references are lacking.


13 September 2020 in Cladistics
Verified
Journal Article
Closed access
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VOVictor Goyannes Dill Orrico
Victor Goyannes Dill Orrico
TGTaran Grant
Taran Grant
JFJulian Faivovich
Julian Faivovich
MRMauricio Rivera‐Correa
Mauricio Rivera‐Correa
MRMarco A. Rada
Marco A. Rada
CHCélio F.B. Haddad
Célio F.B. Haddad

7 February 2022 in Frontiers: A Journal of Women Studies
Verified
Journal Article
Open access
CFColby Ford
Colby Ford
Denis Jacob MachadoDenis Jacob Machado
Denis Jacob Machado
DJDaniel A. Janies
Daniel A. Janies
The genome of the SARS-CoV-2 Omicron variant (B.1.1.529) was released on November 22, 2021, which has caused a flurry of media attention due the large number of mutations it contains. These raw data have spurred questions around vaccine efficacy. Given that neither the structural information nor the experimentally-derived antibody interaction of this variant are available, we have turned to predictive computational methods to model the mutated structure of the spike protein's receptor binding domain and posit potential changes to vaccine efficacy. In this study, we predict some structural changes in the receptor-binding domain that may reduce antibody interaction without completely evading existing neutralizing antibodies (and therefore current vaccines).