Yamkela Mgwatyu

Ms. Yamkela Mgwatyu

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

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

Representative Publications

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18 February 2020 in Plants
Verified
Journal Article
Open access
PDF file
YMYamkela Mgwatyu
Yamkela Mgwatyu
ASAllison Stander
Allison Stander
SFStephan Ferreira
Stephan Ferreira
WWWesley Williams
Wesley Williams
UHUljana Hesse
Uljana Hesse
Plant genomes provide information on biosynthetic pathways involved in the production of industrially relevant compounds. Genome size estimates are essential for the initiation of genome projects. The genome size of rooibos (Aspalathus linearis species complex) was estimated using DAPI flow cytometry and k-mer analyses. For flow cytometry, a suitable nuclei isolation buffer, plant tissue and a transport medium for rooibos ecotype samples collected from distant locations were identified. When using radicles from commercial rooibos seedlings, Woody Plant Buffer and Vicia faba as an internal standard, the flow cytometry-estimated genome size of rooibos was 1.24 ± 0.01 Gbp. The estimates for eight wild rooibos growth types did not deviate significantly from this value. K-mer analysis was performed using Illumina paired-end sequencing data from one commercial rooibos genotype. For biocomputational estimation of the genome size, four k-mer analysis methods were investigated: A standard formula and three popular programs (BBNorm, GenomeScope, and FindGSE). GenomeScope estimates were strongly affected by parameter settings, specifically CovMax. When using the complete k-mer frequency histogram (up to 9 × 105), the programs did not deviate significantly, estimating an average rooibos genome size of 1.03 ± 0.04 Gbp. Differences between the flow cytometry and biocomputational estimates are discussed.

7 March 2019 in Molecules
Verified
Journal Article
Open access
PDF file
ESEmily Stander
Emily Stander
WWWesley Williams
Wesley Williams
FRFanie Rautenbach
Fanie Rautenbach
MRMarilize Le Roes-Hill
Marilize Le Roes-Hill
YMYamkela Mgwatyu
Yamkela Mgwatyu
UHUljana Hesse
Uljana Hesse
Aspalathin, the main polyphenol of rooibos (Aspalathus linearis), is associated with diverse health promoting properties of the tea. During fermentation, aspalathin is oxidized and concentrations are significantly reduced. Standardized methods for quality control of rooibos products do not investigate aspalathin, since current techniques of aspalathin detection require expensive equipment and expertise. Here, we describe a simple and fast thin-layer chromatography (TLC) method that can reproducibly visualize aspalathin in rooibos herbal tea and plant extracts at a limit of detection (LOD) equal to 178.7 ng and a limit of quantification (LOQ) equal to 541.6 ng. Aspalathin is a rare compound, so far only found in A. linearis and its (rare) sister species A. pendula. Therefore, aspalathin could serve as a marker compound for authentication and quality control of rooibos products, and the described TLC method represents a cost-effective approach for high-throughput screening of plant and herbal tea extracts.

19 August 2022 in Plants
Verified
Journal Article
Open access
PDF file
YMYamkela Mgwatyu
Yamkela Mgwatyu
SCStephanie Cornelissen
Stephanie Cornelissen
PHPeter van Heusden
Peter van Heusden
ASAllison Stander
Allison Stander
MRMary Ranketse
Mary Ranketse
UHUljana Hesse
Uljana Hesse
While plant genome analysis is gaining speed worldwide, few plant genomes have been sequenced and analyzed on the African continent. Yet, this information holds the potential to transform diverse industries as it unlocks medicinally and industrially relevant biosynthesis pathways for bioprospecting. Considering that South Africa is home to the highly diverse Cape Floristic Region, local establishment of methods for plant genome analysis is essential. Long-read sequencing is becoming standard procedure for plant genome research, as these reads can span repetitive regions of the DNA, substantially facilitating reassembly of a contiguous genome. With the MinION, Oxford Nanopore offers a cost-efficient sequencing method to generate long reads; however, DNA purification protocols must be adapted for each plant species to generate ultra-pure DNA, essential for these analyses. Here, we describe a cost-effective procedure for the extraction and purification of plant DNA and evaluate diverse genome assembly approaches for the reconstruction of the genome of rooibos (Aspalathus linearis), an endemic South African medicinal plant widely used for tea production. We discuss the pros and cons of nine tested assembly programs, specifically Redbean and NextDenovo, which generated the most contiguous assemblies, and Flye, which produced an assembly closest to the predicted genome size.

23 September 2020 in BioTech
Verified
Journal Article
Open access
PDF file
ESEmily Stander
Emily Stander
WWWesley Williams
Wesley Williams
YMYamkela Mgwatyu
Yamkela Mgwatyu
PHPeter van Heusden
Peter van Heusden
FRFanie Rautenbach
Fanie Rautenbach
UHUljana Hesse
Uljana Hesse
Rooibos (Aspalathus linearis), widely known as a herbal tea, is endemic to the Cape Floristic Region of South Africa (SA). It produces a wide range of phenolic compounds that have been associated with diverse health promoting properties of the plant. The species comprises several growth forms that differ in their morphology and biochemical composition, only one of which is cultivated and used commercially. Here, we established methodologies for non-invasive transcriptome research of wild-growing South African plant species, including (1) harvesting and transport of plant material suitable for RNA sequencing; (2) inexpensive, high-throughput biochemical sample screening; (3) extraction of high-quality RNA from recalcitrant, polysaccharide- and polyphenol rich plant material; and (4) biocomputational analysis of Illumina sequencing data, together with the evaluation of programs for transcriptome assembly (Trinity, IDBA-Trans, SOAPdenovo-Trans, CLC), protein prediction, as well as functional and taxonomic transcript annotation. In the process, we established a biochemically characterized sample pool from 44 distinct rooibos ecotypes (1–5 harvests) and generated four in-depth annotated transcriptomes (each comprising on average ≈86,000 transcripts) from rooibos plants that represent distinct growth forms and differ in their biochemical profiles. These resources will serve future rooibos research and plant breeding endeavours.

23 March 2021 in Molecules
Verified
Journal Article
Open access
PDF file
NMNarges Malmir
Narges Malmir
NFNajaf Allahyari Fard
Najaf Allahyari Fard
YMYamkela Mgwatyu
Yamkela Mgwatyu
Lukhanyo MekutoLukhanyo Mekuto
Lukhanyo Mekuto
Cyanide is a hazardous and detrimental chemical that causes the inactivation of the respiration system through the inactivation of cytochrome c oxidase. Because of the limitation in the number of cyanide-degrading enzymes, there is a great demand to design and introduce new enzymes with better functionality. This study developed an integrated method of protein-homology-modelling and ligand-docking protein-design approaches that reconstructs a better active site from cyanide hydratase (CHT) structure. Designing a mutant CHT (mCHT) can improve the CHT performance. A computational design procedure that focuses on mutation for constructing a new model of cyanide hydratase with better activity was used. In fact, this study predicted the three-dimensional (3D) structure of CHT for subsequent analysis. Inducing mutation on CHT of Trichoderma harzianum was performed and molecular docking was used to compare protein interaction with cyanide as a ligand in both CHT and mCHT. By combining multiple designed mutations, a significant improvement in docking for CHT was obtained. The results demonstrate computational capabilities for enhancing and accelerating enzyme activity. The result of sequence alignment and homology modeling show that catalytic triad (Cys-Glu-Lys) was conserved in CHT of Trichoderma harzianum. By inducing mutation in CHT structure, MolDock score enhanced from −18.1752 to −23.8575, thus the nucleophilic attack can occur rapidly by adding Cys in the catalytic cavity and the total charge of protein in pH 6.5 is increased from −6.0004 to −5.0004. Also, molecular dynamic simulation shows a stable protein-ligand complex model. These changes would help in the cyanide degradation process by mCHT.

17 December 2019 in South African Journal of Bioethics and Law
Verified
Journal Article
Open access
PDF file
ABA Bedeker
A Bedeker
DAD Anderson
D Anderson
TLT Lose
T Lose
YMYamkela Mgwatyu
Yamkela Mgwatyu
RLR Luus
R Luus
Alan ChristoffelsAlan Christoffels
Alan Christoffels
Background. Meaningful engagement with donors of biological samples intended for human-sample biobanking increases knowledge, and allows donors to make informed decisions. Informed donors provide a platform for public awareness, allowing communities to understand the impact of research, and may even encourage more people to donate biological samples. Objectives. The Biobanking and Me speaking book was written to explain relevant concepts, including biobanks, genetic research and participant rights, to persons from any educational level or background. Two bilingual versions of the speaking book (English-Afrikaans and English-isiXhosa) were produced, and the impact of the speaking book was assessed. Methods. Study participants were recruited from non-academic staffing sectors at the University of the Western Cape, South Africa. An experimental research design was followed to assess the efficacy of the speaking book in communicating the topics covered. Paired t-tests were conducted to compare pre- and post-test scores. Descriptive and frequency statistics were used to determine participants’ opinions about the speaking book. Results. Results from the paired t-tests indicated that while a significant increase in knowledge score did not occur for all questions (no significant increase for 8/15), the overall knowledge gain was significant. Analysis of the opinion questionnaire revealed that the majority of participants had a positive reaction to the artwork, bilingual audio and text. Conclusion. The simplicity of the narrative, the illustrations, and the bilingual text and soundtrack make the Biobanking and Me speaking book an effective tool to increase knowledge of biobanking and genetics in an easy-to-use and enjoyable way.