79 results on '"Wai Yee Low"'
Search Results
2. Phenotypic and Genotypic Analysis of Antimicrobial Resistance in Mycoplasma hyopneumoniae Isolated from Pigs with Enzootic Pneumonia in Australia
- Author
-
Raziallah Jafari Jozani, Mauida F. Hasoon Al Khallawi, Hanh Thi Hong Nguyen, Majed H. Mohammed, Kiro Petrovski, Yan Ren, Darren Trott, Farhid Hemmatzadeh, and Wai Yee Low
- Subjects
Mycoplasma hyopneumoniae ,minimum inhibitory concentration (MIC) ,pigs ,enzootic pneumonia ,whole-genome sequencing ,Medicine - Abstract
Mycoplasma hyopneumoniae, an important cause of enzootic pneumonia in pigs in many countries, has recently been shown to exhibit reduced susceptibility to several antimicrobial classes. In the present study, a total of 185 pig lung tissue samples were collected from abattoirs in Australia, from which 21 isolates of M. hyopneumoniae were obtained. The antimicrobial resistance profile of the isolates was determined for 12 antimicrobials using minimum inhibitory concentration (MIC) testing, and a subset (n = 14) underwent whole-genome sequence analysis. MIC testing revealed uniformly low values for enrofloxacin (≤1 μg/mL), florfenicol (≤8 μg/mL), lincomycin (≤4 μg/mL), spectinomycin (≤4 μg/mL), tetracycline (≤0.5 μg/mL), tiamulin (≤2 μg/mL), tildipirosin (≤4 μg/mL), tilmicosin (≤16 μg/mL) tulathromycin (≤2 μg/mL), and tylosin (≤2 μg/mL). Higher MICs were observed for erythromycin (MIC range: 16–32 μg/mL), gamithromycin, and tilmicosin (MIC range of both: 32–64 μg/mL). Whole-genome sequencing of the isolates and additional screening using mismatch amplification mutation assay PCR did not identify any known genetic resistance markers within 23S rRNA (macrolides), DNA gyrase A, and topoisomerase IV genes (fluoroquinolones). The WGS data also indicated that the Australian M. hyopneumoniae isolates exhibited limited genetic diversity and formed a distinct monophylectic clade when compared to isolates from other countries. These findings indicate that Australian M. hyopneumoniae likely remains susceptible to the major antimicrobials used to treat enzootic pneumonia in pigs and have evolved in isolation from strains identified in other pig-producing countries.
- Published
- 2024
- Full Text
- View/download PDF
3. Unravelling Antimicrobial Resistance in Mycoplasma hyopneumoniae: Genetic Mechanisms and Future Directions
- Author
-
Raziallah Jafari Jozani, Mauida F. Hasoon Al Khallawi, Darren Trott, Kiro Petrovski, Wai Yee Low, and Farhid Hemmatzadeh
- Subjects
Mycoplasma hyopneumoniae ,antimicrobial resistance ,pigs ,enzootic pneumonia ,resistance mechanisms ,Veterinary medicine ,SF600-1100 - Abstract
Antimicrobial resistance (AMR) in Mycoplasma hyopneumoniae, the causative agent of Enzootic Pneumonia in swine, poses a significant challenge to the swine industry. This review focuses on the genetic foundations of AMR in M. hyopneumoniae, highlighting the complexity of resistance mechanisms, including mutations, horizontal gene transfer, and adaptive evolutionary processes. Techniques such as Whole Genome Sequencing (WGS) and multiple-locus variable number tandem repeats analysis (MLVA) have provided insights into the genetic diversity and resistance mechanisms of M. hyopneumoniae. The study underscores the role of selective pressures from antimicrobial use in driving genomic variations that enhance resistance. Additionally, bioinformatic tools utilizing machine learning algorithms, such as CARD and PATRIC, can predict resistance traits, with PATRIC predicting 7 to 12 AMR genes and CARD predicting 0 to 3 AMR genes in 24 whole genome sequences available on NCBI. The review advocates for a multidisciplinary approach integrating genomic, phenotypic, and bioinformatics data to combat AMR effectively. It also elaborates on the need for refining genotyping methods, enhancing resistance prediction accuracy, and developing standardized antimicrobial susceptibility testing procedures specific to M. hyopneumoniae as a fastidious microorganism. By leveraging contemporary genomic technologies and bioinformatics resources, the scientific community can better manage AMR in M. hyopneumoniae, ultimately safeguarding animal health and agricultural productivity. This comprehensive understanding of AMR mechanisms will be beneficial in the adaptation of more effective treatment and management strategies for Enzootic Pneumonia in swine.
- Published
- 2024
- Full Text
- View/download PDF
4. Newcastle Disease Virus Induces Profound Lymphoid Depletion with Different Patterns of Necroptosis, Necrosis, and Oxidative DNA Damage in Bursa, Spleen, and Other Lymphoid Tissues
- Author
-
Mohammad Rabiei, Milton M. McAllister, Natalie R. Gassman, Kevin J. Lee, Sydney Acton, Dieter Liebhart, Wai Yee Low, and Farhid Hemmatzadeh
- Subjects
Newcastle disease virus (NDV) ,lymphoid depletion ,necroptosis ,apoptosis ,repair assisted damage detection (RADD) ,oxidative damage ,Medicine - Abstract
This study delves into the pathogenesis of virulent genotype VII strains of the Newcastle disease virus (NDV), focusing on experimentally infected birds. Predominant and consistent lesions observed include bursal atrophy and extensive depletion of all lymphoid tissues. Immunohistochemistry (IHC) analysis, targeting apoptosis (Caspase-3), necroptosis (MLKL), and NDV markers, indicates that bursal atrophy is linked to a non-apoptotic programmed cell death pathway known as “necroptosis”. Repair assisted damage detection (RADD) of the bursa reveal oxidative DNA damage patterns consistent with programmed cell death, aligning with MLKL expression. Contrastingly, in the spleen, our findings suggest that necrosis (non-programmed cell death) predominantly contributes to lymphoid depletion. This conclusion is supported by evidence of karyorrhexis, fibrinous inflammation, RADD analyses, and IHC. Moreover, in addition to being pathogenic in its own right, NDV caused extensive and rapid lymphoid depletion that should be expected to contribute to profound immunosuppression. The elucidation of necroptosis in NDV-infected chickens provides a good rationale to investigate this mechanism in other paramyxoviral diseases such as human measles.
- Published
- 2024
- Full Text
- View/download PDF
5. mRNA Profiling and Transcriptomics Analysis of Chickens Received Newcastle Disease Virus Genotype II and Genotype VII Vaccines
- Author
-
Putri Pandarangga, Phuong Thi Kim Doan, Rick Tearle, Wai Yee Low, Yan Ren, Hanh Thi Hong Nguyen, Niluh Indi Dharmayanti, and Farhid Hemmatzadeh
- Subjects
transcriptomic ,vaccine ,NDV genotype II ,NDV genotype VII ,synaptogenesis pathway ,Medicine - Abstract
Newcastle Disease Virus (NDV) genotype VII (GVII) is becoming the predominant strain of NDV in the poultry industry. It causes high mortality even in vaccinated chickens with a common NDV genotype II vaccine (GII-vacc). To overcome this, the killed GVII vaccine has been used to prevent NDV outbreaks. However, the debate about vaccine differences remains ongoing. Hence, this study investigated the difference in chickens’ responses to the two vaccines at the molecular level. The spleen transcriptomes from vaccinated chickens reveal that GVII-vacc affected the immune response by downregulating neuroinflammation. It also enhanced a synaptogenesis pathway that operates typically in the nervous system, suggesting a mechanism for the neurotrophic effect of this strain. We speculated that the down-regulated immune system regulation correlated with protecting the nervous system from excess leukocytes and cytokine activity. In contrast, GII-vacc inhibited apoptosis by downregulating PERK/ATF4/CHOP as part of the unfolded protein response pathway but did not affect the expression of the same synaptogenesis pathway. Thus, the application of GVII-vacc needs to be considered in countries where GVII is the leading cause of NDV outbreaks. The predicted molecular signatures may also be used in developing new vaccines that trigger specific genes in the immune system in combating NDV outbreaks.
- Published
- 2024
- Full Text
- View/download PDF
6. MicroRNA breed and parent-of-origin effects provide insights into biological pathways differentiating cattle subspecies in fetal liver
- Author
-
Callum MacPhillamy, Yan Ren, Tong Chen, Stefan Hiendleder, and Wai Yee Low
- Subjects
mRNA-miRNA ,differentially expressed micrornas (DE-miRNAs) ,differentially expressed genes (DEGs) ,Brahman ,Angus ,fetal liver ,Genetics ,QH426-470 - Abstract
Introduction: MicroRNAs (miRNAs) play a crucial role in regulating gene expression during key developmental processes, including fetal development. Brahman (Bos taurus indicus) and Angus (Bos taurus taurus) cattle breeds represent two major cattle subspecies with strikingly different phenotypes.Methods: We analyzed miRNA expression in liver samples of purebred and reciprocal crosses of Angus and Brahman to investigate breed and parent-of-origin effects at the onset of accelerated fetal growth.Results: We identified eight novel miRNAs in fetal liver samples and 14 differentially expressed miRNAs (DEMs) between purebred samples. Correlation of gene expression modules and miRNAs by breed and parent-of-origin effects revealed an enrichment of genes associated with breed-specific differences in traits such as heat tolerance (Brahman) and fat deposition (Angus). We demonstrate that genes predicted to be targets of DEMs were more likely to be differentially expressed than non-targets (p-value < 0.05). We identified several miRNAs (bta-miR-187, bta-miR-216b, bta-miR-2284c, bta-miR-2285c, bta-miR-2285cp, bta-miR-2419-3p, bta-miR-2419-5p, and bta-miR-11984) that showed similar correlation patterns as bta-miR-2355-3p, which has been associated with the glutamatergic synapse pathway, a key facilitator of heat tolerance. Furthermore, we report Angus-breed-specific miRNAs (bta-miR-2313-5p, btamiR-490, bta-miR-2316, and bta-miR-11990) that may be involved in fat deposition. Finally, we showed that the DEMs identified in fetal liver are involved in Rap1, MAPK, and Ras signalling pathways, which are important for fetal development, muscle development and metabolic traits such as fat metabolism.Conclusion: Our work sheds light on the miRNA expression patterns that contribute to gene expression differences driving phenotypic differences in indicine and taurine cattle.
- Published
- 2023
- Full Text
- View/download PDF
7. Long read isoform sequencing reveals hidden transcriptional complexity between cattle subspecies
- Author
-
Yan Ren, Elizabeth Tseng, Timothy P. L. Smith, Stefan Hiendleder, John L. Williams, and Wai Yee Low
- Subjects
Iso-Seq ,RNA-seq ,Cattle ,Differential Isoform expression ,Transcriptome ,Multi-mapped reads ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract The Iso-Seq method of full-length cDNA sequencing is suitable to quantify differentially expressed genes (DEGs), transcripts (DETs) and transcript usage (DTU). However, the higher cost of Iso-Seq relative to RNA-seq has limited the comparison of both methods. Transcript abundance estimated by RNA-seq and deep Iso-Seq data for fetal liver from two cattle subspecies were compared to evaluate concordance. Inter-sample correlation of gene- and transcript-level abundance was higher within technology than between technologies. Identification of DEGs between the cattle subspecies depended on sequencing method with only 44 genes identified by both that included 6 novel genes annotated by Iso-Seq. There was a pronounced difference between Iso-Seq and RNA-seq results at transcript-level wherein Iso-Seq revealed several magnitudes more transcript abundance and usage differences between subspecies. Factors influencing DEG identification included size selection during Iso-Seq library preparation, average transcript abundance, multi-mapping of RNA-seq reads to the reference genome, and overlapping coordinates of genes. Some DEGs called by RNA-seq alone appear to be sequence duplication artifacts. Among the 44 DEGs identified by both technologies some play a role in immune system, thyroid function and cell growth. Iso-Seq revealed hidden transcriptional complexity in DEGs, DETs and DTU genes between cattle subspecies previously missed by RNA-seq.
- Published
- 2023
- Full Text
- View/download PDF
8. Gaur genome reveals expansion of sperm odorant receptors in domesticated cattle
- Author
-
Wai Yee Low, Benjamin D. Rosen, Yan Ren, Derek M. Bickhart, Thu-Hien To, Fergal J. Martin, Konstantinos Billis, Tad S. Sonstegard, Shawn T. Sullivan, Stefan Hiendleder, John L. Williams, Michael P. Heaton, and Timothy P. L. Smith
- Subjects
Gaur ,Genome assembly ,Sperm ,Odorant receptors ,Domestication ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background The gaur (Bos gaurus) is the largest extant wild bovine species, native to South and Southeast Asia, with unique traits, and is listed as vulnerable by the International Union for Conservation of Nature (IUCN). Results We report the first gaur reference genome and identify three biological pathways including lysozyme activity, proton transmembrane transporter activity, and oxygen transport with significant changes in gene copy number in gaur compared to other mammals. These may reflect adaptation to challenges related to climate and nutrition. Comparative analyses with domesticated indicine (Bos indicus) and taurine (Bos taurus) cattle revealed genomic signatures of artificial selection, including the expansion of sperm odorant receptor genes in domesticated cattle, which may have important implications for understanding selection for male fertility. Conclusions Apart from aiding dissection of economically important traits, the gaur genome will also provide the foundation to conserve the species.
- Published
- 2022
- Full Text
- View/download PDF
9. Newcastle disease virus genotype VII gene expression in experimentally infected birds
- Author
-
Phuong Thi Kim Doan, Wai Yee Low, Yan Ren, Rick Tearle, and Farhid Hemmatzadeh
- Subjects
Medicine ,Science - Abstract
Abstract Newcastle disease virus genotype VII (NDV-GVII) is a highly contagious pathogen responsible for pandemics that have caused devastating economic losses in the poultry industry. Several features in the transcription of NDV mRNA, including differentially expressed genes across the viral genome, are shared with that for other single, non-segmented, negative-strand viruses. Previous studies measuring viral gene expression using northern blotting indicated that the NDV transcription produced non-equimolar levels of viral mRNAs. However, deep high-throughput sequencing of virus-infected tissues can provide a better insight into the patterns of viral transcription. In this report, the transcription pattern of virulent NDV-GVII was analysed using RNA-seq and qRT-PCR. This study revealed the transcriptional profiling of these highly pathogenic NDV-GVII genes: NP:P:M:F:HN:L, in which there was a slight attenuation at the NP:P and HN:L gene boundaries. Our result also provides a fully comprehensive qPCR protocol for measuring viral transcript abundance that may be more convenient for laboratories where accessing RNA-seq is not feasible.
- Published
- 2022
- Full Text
- View/download PDF
10. Indicators of the molecular pathogenesis of virulent Newcastle disease virus in chickens revealed by transcriptomic profiling of spleen
- Author
-
Mohammad Rabiei, Wai Yee Low, Yan Ren, Mohamad Indro Cahyono, Phuong Thi Kim Doan, Indi Dharmayanti, Eleonora Dal Grande, and Farhid Hemmatzadeh
- Subjects
Medicine ,Science - Abstract
Abstract Newcastle disease virus (NDV) has caused significant outbreaks in South-East Asia, particularly in Indonesia in recent years. Recently emerged genotype VII NDVs (NDV-GVII) have shifted their tropism from gastrointestinal/respiratory tropism to a lymphotropic virus, invading lymphoid organs including spleen and bursa of Fabricius to cause profound lymphoid depletion. In this study, we aimed to identify candidate genes and biological pathways that contribute to the disease caused by this velogenic NDV-GVII. A transcriptomic analysis based on RNA-Seq of spleen was performed in chickens challenged with NDV-GVII and a control group. In total, 6361 genes were differentially expressed that included 3506 up-regulated genes and 2855 down-regulated genes. Real-Time PCR of ten selected genes validated the RNA-Seq results as the correlation between them is 0.98. Functional and network analysis of Differentially Expressed Genes (DEGs) showed altered regulation of ElF2 signalling, mTOR signalling, proliferation of cells of the lymphoid system, signalling by Rho family GTPases and synaptogenesis signalling in spleen. We have also identified modified expression of IFIT5, PI3K, AGT and PLP1 genes in NDV-GVII infected chickens. Our findings in activation of autophagy-mediated cell death, lymphotropic and synaptogenesis signalling pathways provide new insights into the molecular pathogenesis of this newly emerged NDV-GVII.
- Published
- 2021
- Full Text
- View/download PDF
11. Seeing the forest through the trees: prioritising potentially functional interactions from Hi-C
- Author
-
Ning Liu, Wai Yee Low, Hamid Alinejad-Rokny, Stephen Pederson, Timothy Sadlon, Simon Barry, and James Breen
- Subjects
Chromosome conformation capture ,Hi-C ,Statistically significant interactions identification ,Data integration ,Genetics ,QH426-470 - Abstract
Abstract Eukaryotic genomes are highly organised within the nucleus of a cell, allowing widely dispersed regulatory elements such as enhancers to interact with gene promoters through physical contacts in three-dimensional space. Recent chromosome conformation capture methodologies such as Hi-C have enabled the analysis of interacting regions of the genome providing a valuable insight into the three-dimensional organisation of the chromatin in the nucleus, including chromosome compartmentalisation and gene expression. Complicating the analysis of Hi-C data, however, is the massive amount of identified interactions, many of which do not directly drive gene function, thus hindering the identification of potentially biologically functional 3D interactions. In this review, we collate and examine the downstream analysis of Hi-C data with particular focus on methods that prioritise potentially functional interactions. We classify three groups of approaches: structural-based discovery methods, e.g. A/B compartments and topologically associated domains, detection of statistically significant chromatin interactions, and the use of epigenomic data integration to narrow down useful interaction information. Careful use of these three approaches is crucial to successfully identifying potentially functional interactions within the genome.
- Published
- 2021
- Full Text
- View/download PDF
12. Distinctive gene expression patterns and imprinting signatures revealed in reciprocal crosses between cattle sub-species
- Author
-
Ruijie Liu, Rick Tearle, Wai Yee Low, Tong Chen, Dana Thomsen, Timothy P. L. Smith, Stefan Hiendleder, and John L. Williams
- Subjects
Cattle ,Fetal development ,Transcriptome ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background There are two genetically distinct subspecies of cattle, Bos taurus taurus and Bos taurus indicus, which arose from independent domestication events. The two types of cattle show substantial phenotypic differences, some of which emerge during fetal development and are reflected in birth outcomes, including birth weight. We explored gene expression profiles in the placenta and four fetal tissues at mid-gestation from one taurine (Bos taurus taurus; Angus) and one indicine (Bos taurus indicus; Brahman) breed and their reciprocal crosses. Results In total 120 samples were analysed from a pure taurine breed, an indicine breed and their reciprocal cross fetuses, which identified 6456 differentially expressed genes (DEGs) between the two pure breeds in at least one fetal tissue of which 110 genes were differentially expressed in all five tissues examined. DEGs shared across tissues were enriched for pathways related to immune and stress response functions. Only the liver had a substantial number of DEGs when reciprocal crossed were compared among which 310 DEGs were found to be in common with DEGs identified between purebred livers; these DEGs were significantly enriched for metabolic process GO terms. Analysis of DEGs across purebred and crossbred tissues suggested an additive expression pattern for most genes, where both paternal and maternal alleles contributed to variation in gene expression levels. However, expression of 5% of DEGs in each tissue was consistent with parent of origin effects, with both paternal and maternal dominance effects identified. Conclusions These data identify candidate genes potentially driving the tissue-specific differences between these taurine and indicine breeds and provide a biological insight into parental genome effects underlying phenotypic differences in bovine fetal development.
- Published
- 2021
- Full Text
- View/download PDF
13. Extended haplotype-phasing of long-read de novo genome assemblies using Hi-C
- Author
-
Zev N. Kronenberg, Arang Rhie, Sergey Koren, Gregory T. Concepcion, Paul Peluso, Katherine M. Munson, David Porubsky, Kristen Kuhn, Kathryn A. Mueller, Wai Yee Low, Stefan Hiendleder, Olivier Fedrigo, Ivan Liachko, Richard J. Hall, Adam M. Phillippy, Evan E. Eichler, John L. Williams, Timothy P. L. Smith, Erich D. Jarvis, Shawn T. Sullivan, and Sarah B. Kingan
- Subjects
Science - Abstract
Methods to produce haplotype-resolved genome assemblies often rely on access to family trios. The authors present FALCON-Phase, a tool that combines ultra-long range Hi-C chromatin interaction data with a long read de novo assembly to extend haplotype phasing to the contig or scaffold level.
- Published
- 2021
- Full Text
- View/download PDF
14. Haplotype-resolved genomes provide insights into structural variation and gene content in Angus and Brahman cattle
- Author
-
Wai Yee Low, Rick Tearle, Ruijie Liu, Sergey Koren, Arang Rhie, Derek M. Bickhart, Benjamin D. Rosen, Zev N. Kronenberg, Sarah B. Kingan, Elizabeth Tseng, Françoise Thibaud-Nissen, Fergal J. Martin, Konstantinos Billis, Jay Ghurye, Alex R. Hastie, Joyce Lee, Andy W. C. Pang, Michael P. Heaton, Adam M. Phillippy, Stefan Hiendleder, Timothy P. L. Smith, and John L. Williams
- Subjects
Science - Abstract
Taurine and indicine cattle have different desirable traits making them better adapted to different climates across the world. Here, Low et al. describe a pipeline to produce haplotype-resolved, chromosome-level genomes of Angus and Brahman cattle breeds from a crossbred individual and report on comparisons of the two genomes.
- Published
- 2020
- Full Text
- View/download PDF
15. Editorial: Buffalo Genetics and Genomics
- Author
-
Hamdy Abdel-Shafy, Tingxian Deng, Yang Zhou, Wai Yee Low, and Guohua Hua
- Subjects
buffalo ,evolutionary biology ,population genetics ,molecular genetics ,omics ,Genetics ,QH426-470 - Published
- 2022
- Full Text
- View/download PDF
16. New insights into mammalian sex chromosome structure and evolution using high-quality sequences from bovine X and Y chromosomes
- Author
-
Ruijie Liu, Wai Yee Low, Rick Tearle, Sergey Koren, Jay Ghurye, Arang Rhie, Adam M. Phillippy, Benjamin D. Rosen, Derek M. Bickhart, Timothy P. L. Smith, Stefan Hiendleder, and John L. Williams
- Subjects
Genomes ,Livestock ,Bovine ,Sex chromosomes ,Pseudoautosomal region ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Mammalian X chromosomes are mainly euchromatic with a similar size and structure among species whereas Y chromosomes are smaller, have undergone substantial evolutionary changes and accumulated male specific genes and genes involved in sex determination. The pseudoautosomal region (PAR) is conserved on the X and Y and pair during meiosis. The structure, evolution and function of mammalian sex chromosomes, particularly the Y chromsome, is still poorly understood because few species have high quality sex chromosome assemblies. Results Here we report the first bovine sex chromosome assemblies that include the complete PAR spanning 6.84 Mb and three Y chromosome X-degenerate (X-d) regions. The PAR comprises 31 genes, including genes that are missing from the X chromosome in current cattle, sheep and goat reference genomes. Twenty-nine PAR genes are single-copy genes and two are multi-copy gene families, OBP, which has 3 copies and BDA20, which has 4 copies. The Y chromosome X-d1, 2a and 2b regions contain 11, 2 and 2 gametologs, respectively. Conclusions The ruminant PAR comprises 31 genes and is similar to the PAR of pig and dog but extends further than those of human and horse. Differences in the pseudoautosomal boundaries are consistent with evolutionary divergence times. A bovidae-specific expansion of members of the lipocalin gene family in the PAR reported here, may affect immune-modulation and anti-inflammatory responses in ruminants. Comparison of the X-d regions of Y chromosomes across species revealed that five of the X-Y gametologs, which are known to be global regulators of gene activity and candidate sexual dimorphism genes, are conserved.
- Published
- 2019
- Full Text
- View/download PDF
17. Lactobacillus fermentum PS150 showed psychotropic properties by altering serotonergic pathway during stress
- Author
-
Yen-Wenn Liu, Jia Sin Ong, Chee Yuen Gan, Boon Yin Khoo, Sawibah Yahaya, Sy Bing Choi, Wai Yee Low, Ying-Chieh Tsai, and Min Tze Liong
- Subjects
Gut-brain axis ,Serotonin ,Stress ,Depression ,Cognition ,Probiotics ,Nutrition. Foods and food supply ,TX341-641 - Abstract
In order to investigate novel probiotics for brain health improvement, the psychotropic potential of Lactobacillus fermentum PS150 (PS150) was evaluated using a 4-week chronic mild stress (CMS) model in rats. Rats fed with PS150 showed less anxious and depressive behaviour in EPM, OFT and FST compared with negative control rats (P
- Published
- 2019
- Full Text
- View/download PDF
18. Opportunities and Challenges for Improving the Productivity of Swamp Buffaloes in Southeastern Asia
- Author
-
Paulene S. Pineda, Ester B. Flores, Jesus Rommel V. Herrera, and Wai Yee Low
- Subjects
swamp buffalo ,genomics ,genetic improvement ,genetic diversity ,Southeast Asia agriculture ,Genetics ,QH426-470 - Abstract
The swamp buffalo is a domesticated animal commonly found in Southeast Asia. It is a highly valued agricultural animal for smallholders, but the production of this species has unfortunately declined in recent decades due to rising farm mechanization. While swamp buffalo still plays a role in farmland cultivation, this species’ purposes has shifted from draft power to meat, milk, and hide production. The current status of swamp buffaloes in Southeast Asia is still understudied compared to its counterparts such as the riverine buffaloes and cattle. This review discusses the background of swamp buffalo, with an emphasis on recent work on this species in Southeast Asia, and associated genetics and genomics work such as cytogenetic studies, phylogeny, domestication and migration, genetic sequences and resources. Recent challenges to realize the potential of this species in the agriculture industry are also discussed. Limited genetic resource for swamp buffalo has called for more genomics work to be done on this species including decoding its genome. As the economy progresses and farm mechanization increases, research and development for swamp buffaloes are focused on enhancing its productivity through understanding the genetics of agriculturally important traits. The use of genomic markers is a powerful tool to efficiently utilize the potential of this animal for food security and animal conservation. Understanding its genetics and retaining and maximizing its adaptability to harsher environments are a strategic move for food security in poorer nations in Southeast Asia in the face of climate change.
- Published
- 2021
- Full Text
- View/download PDF
19. Chromosome-level assembly of the water buffalo genome surpasses human and goat genomes in sequence contiguity
- Author
-
Wai Yee Low, Rick Tearle, Derek M. Bickhart, Benjamin D. Rosen, Sarah B. Kingan, Thomas Swale, Françoise Thibaud-Nissen, Terence D. Murphy, Rachel Young, Lucas Lefevre, David A. Hume, Andrew Collins, Paolo Ajmone-Marsan, Timothy P. L. Smith, and John L. Williams
- Subjects
Science - Abstract
Despite technological advances, chromosome-level assemblies of mammalian genomes are still rare. Here, the authors use PacBio, Chicago and Hi-C approaches to generate a highly contiguous and partially-phased genome assembly for the water buffalo, Bubalus bubalis
- Published
- 2019
- Full Text
- View/download PDF
20. A genetically unique Chinese cattle population shows evidence of common ancestry with wild species when analysed with a reduced ascertainment bias SNP panel.
- Author
-
Mario Barbato, Michael P Reichel, Matilde Passamonti, Wai Yee Low, Licia Colli, Rick Tearle, John L Williams, and Paolo Ajmone Marsan
- Subjects
Medicine ,Science - Abstract
In Hong Kong, there is a cattle population of ~1,200 individuals of uncertain origin and genetic diversity. This population shows heterogeneous morphology, both in body type and pigmentation. Once used as draught animals by the local farmers, they were abandoned around the 1970s due to changes in the economy, and since then have lived as feral populations. To explore the origins of these cattle, we analysed ~50k genotype data of 21 Hong Kong feral cattle, along with data from 703 individuals of 36 cattle populations of European, African taurine, and Asian origin, the wild x domestic hybrid gayal, plus two wild bovine species, gaur and banteng. To reduce the effect of ascertainment bias ~4k loci that are polymorphic in the two wild species were selected for further analysis. The stringent SNP selection we applied resulted in increased heterozygosity across all populations studies, compared with the full panel of SNP, thus reducing the impact of ascertainment bias and facilitating the comparison of divergent breeds of cattle. Our results showed that Hong Kong feral cattle have relatively high levels of genetic distinctiveness, possibly due to the low level of artificial selection, and a likely common ancestry with wild species. We found signs of a putative taurine introgression, probably dating to the import of north European breeds during the British colonialism of Hong Kong. We showed that Hong Kong feral cattle, are distinct from Bos taurus and Bos indicus breeds. Our results highlight the distinctiveness of Hong Kong feral cattle and stress the conservation value of this indigenous breed that is likely to harbour adaptive genetic variation, which is a fundamental livestock resource in the face of climate change and diversifying market demands.
- Published
- 2020
- Full Text
- View/download PDF
21. Molecular Diagnosis of Koala Retrovirus (KoRV) in South Australian Koalas (Phascolarctos cinereus)
- Author
-
Tamsyn Stephenson, Natasha Speight, Wai Yee Low, Lucy Woolford, Rick Tearle, and Farhid Hemmatzadeh
- Subjects
koala retrovirus ,KoRV ,koala ,Phascolarctos cinereus ,diagnosis ,PCR ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
Koala retrovirus, a recent discovery in Australian koalas, is endogenised in 100% of northern koalas but has lower prevalence in southern populations, with lower proviral and viral loads, and an undetermined level of endogenisation. KoRV has been associated with lymphoid neoplasia, e.g., lymphoma. Recent studies have revealed high complexity in southern koala retroviral infections, with a need to clarify what constitutes positive and negative cases. This study aimed to define KoRV infection status in Mount Lofty Ranges koalas in South Australia using RNA-seq and proviral analysis (n = 216). The basis for positivity of KoRV was deemed the presence of central regions of the KoRV genome (gag 2, pol, env 1, and env 2) and based on this, 41% (89/216) koalas were positive, 57% (124/216) negative, and 2% inconclusive. These genes showed higher expression in lymph node tissue from KoRV positive koalas with lymphoma compared with other KoRV positive koalas, which showed lower, fragmented expression. Terminal regions (LTRs, partial gag, and partial env) were present in SA koalas regardless of KoRV status, with almost all (99.5%, 215/216) koalas positive for gag 1 by proviral PCR. Further investigation is needed to understand the differences in KoRV infection in southern koala populations.
- Published
- 2021
- Full Text
- View/download PDF
22. Rapid birth-death evolution and positive selection in detoxification-type glutathione S-transferases in mammals.
- Author
-
Hui Ming Tan and Wai Yee Low
- Subjects
Medicine ,Science - Abstract
Glutathione S-Transferases (GSTs) are phase II detoxification enzymes that may have evolved in response to changes of environmental substrates. GST genes formed a multigene family and in mammals, there are six classes known as Alpha, Mu, Omega, Pi, Theta, and Zeta. Recent studies in phase I detoxification system specifically the cytochrome P450s provided a general explanation on why genes from a common origin such as those in a multigene family have both phylogenetically stable and unstable genes. Genes that participate in core functions of organisms such as development and physiology are stable whereas genes that play a role in detoxification are unstable and evolve in a process known as birth-death evolution, which is characterised by frequent gene gains and losses. The generality of the birth-death model at explaining the evolution of detoxification enzymes beyond the phase I enzyme has not been comprehensively explored. This work utilized 383 Gst genes and 300 pseudogenes across 22 mammalian species to study gene gains and losses. GSTs vary greatly in their phylogenetic stability despite their overall sequence similarity. Stable Gst genes from Omega and Zeta classes do not show fluctuation in gene numbers from human to opossum. These genes play a role in biosynthesis related functions. Unstable genes that include Alpha, Mu, Pi and Theta undergo frequent gene gain and loss in a process known as birth-death evolution. Gene members of these four classes are well known for their roles in detoxification. Our positive selection screen identified five positively selected sites in mouse GSTA3. Previous studies showed two of these sites (108H and 208E) were biochemically tested as important residues that conferred catalytic activity against the toxic aflatoxin B1-8,9-epoxide. The functional significance against aflatoxin of the remaining three positively selected sites warrant further investigation.
- Published
- 2018
- Full Text
- View/download PDF
23. Transcriptomics
- Author
-
Yan Ren, Akzam Saidin, and Wai Yee Low
- Published
- 2023
- Full Text
- View/download PDF
24. Predicting Human Enhancers with Machine Learning
- Author
-
Callum MacPhillamy and Wai Yee Low
- Published
- 2023
- Full Text
- View/download PDF
25. De novo Assembly of a Genome
- Author
-
Joel Zi-Bin Low, Martti T. Tammi, and Wai Yee Low
- Published
- 2023
- Full Text
- View/download PDF
26. Distinctive gene expression patterns and imprinting signatures revealed in reciprocal crosses between cattle sub-species
- Author
-
Rick Tearle, Timothy P. L. Smith, John L. Williams, Tong Chen, Dana Thomsen, Ruijie Liu, Wai Yee Low, and Stefan Hiendleder
- Subjects
Candidate gene ,genetic structures ,Reciprocal cross ,Gene Expression ,Biology ,Breeding ,QH426-470 ,Crossbreed ,Domestication ,03 medical and health sciences ,Genomic Imprinting ,Pregnancy ,Genetics ,Animals ,Allele ,Gene ,Alleles ,Crosses, Genetic ,030304 developmental biology ,0303 health sciences ,Research ,030302 biochemistry & molecular biology ,Fetal development ,Phenotype ,Breed ,humanities ,Female ,Cattle ,Transcriptome ,Purebred ,TP248.13-248.65 ,Biotechnology - Abstract
Background There are two genetically distinct subspecies of cattle, Bos taurus taurus and Bos taurus indicus, which arose from independent domestication events. The two types of cattle show substantial phenotypic differences, some of which emerge during fetal development and are reflected in birth outcomes, including birth weight. We explored gene expression profiles in the placenta and four fetal tissues at mid-gestation from one taurine (Bos taurus taurus; Angus) and one indicine (Bos taurus indicus; Brahman) breed and their reciprocal crosses. Results In total 120 samples were analysed from a pure taurine breed, an indicine breed and their reciprocal cross fetuses, which identified 6456 differentially expressed genes (DEGs) between the two pure breeds in at least one fetal tissue of which 110 genes were differentially expressed in all five tissues examined. DEGs shared across tissues were enriched for pathways related to immune and stress response functions. Only the liver had a substantial number of DEGs when reciprocal crossed were compared among which 310 DEGs were found to be in common with DEGs identified between purebred livers; these DEGs were significantly enriched for metabolic process GO terms. Analysis of DEGs across purebred and crossbred tissues suggested an additive expression pattern for most genes, where both paternal and maternal alleles contributed to variation in gene expression levels. However, expression of 5% of DEGs in each tissue was consistent with parent of origin effects, with both paternal and maternal dominance effects identified. Conclusions These data identify candidate genes potentially driving the tissue-specific differences between these taurine and indicine breeds and provide a biological insight into parental genome effects underlying phenotypic differences in bovine fetal development.
- Published
- 2021
27. The distribution of runs of homozygosity in the genome of river and swamp buffaloes reveals a history of adaptation, migration and crossbred events
- Author
-
Licia Colli, John L. Williams, Paolo Ajmone-Marsan, Rick Tearle, Nicolò Pietro Paolo Macciotta, Wai Yee Low, and Alberto Cesarani
- Subjects
Male ,0301 basic medicine ,[SDV]Life Sciences [q-bio] ,animal diseases ,Runs of Homozygosity ,polymorphism ,Inbreeding ,Life History Traits ,media_common ,lcsh:SF1-1100 ,2. Zero hunger ,geography.geographical_feature_category ,Settore AGR/17 - ZOOTECNICA GENERALE E MIGLIORAMENTO GENETICO ,biology ,Reproduction ,Homozygote ,ROH ,food and beverages ,04 agricultural and veterinary sciences ,General Medicine ,nucleotide ,Adaptation, Physiological ,Female ,Livestock ,Bubalus ,geographic locations ,Research Article ,Buffaloes ,lcsh:QH426-470 ,media_common.quotation_subject ,Zoology ,Single-nucleotide polymorphism ,Polymorphism, Single Nucleotide ,Swamp ,Crossbreed ,03 medical and health sciences ,Rivers ,parasitic diseases ,Genetics ,Animals ,Ecosystem ,Ecology, Evolution, Behavior and Systematics ,geography ,business.industry ,0402 animal and dairy science ,biology.organism_classification ,040201 dairy & animal science ,lcsh:Genetics ,030104 developmental biology ,Wetlands ,Hybridization, Genetic ,Animal Science and Zoology ,Genetic Fitness ,Water buffalo ,lcsh:Animal culture ,business ,Animal Distribution - Abstract
Background Water buffalo is one of the most important livestock species in the world. Two types of water buffalo exist: river buffalo (Bubalus bubalis bubalis) and swamp buffalo (Bubalus bubalis carabanensis). The buffalo genome has been recently sequenced, and thus a new 90 K single nucleotide polymorphism (SNP) bead chip has been developed. In this study, we investigated the genomic population structure and the level of inbreeding of 185 river and 153 swamp buffaloes using runs of homozygosity (ROH). Analyses were carried out jointly and separately for the two buffalo types. Results The SNP bead chip detected in swamp about one-third of the SNPs identified in the river type. In total, 18,116 ROH were detected in the combined data set (17,784 SNPs), and 16,251 of these were unique. ROH were present in both buffalo types mostly detected (~ 59%) in swamp buffalo. The number of ROH per animal was larger and genomic inbreeding was higher in swamp than river buffalo. In the separated datasets (46,891 and 17,690 SNPs for river and swamp type, respectively), 19,760 and 10,581 ROH were found in river and swamp, respectively. The genes that map to the ROH islands are associated with the adaptation to the environment, fitness traits and reproduction. Conclusions Analysis of ROH features in the genome of the two water buffalo types allowed their genomic characterization and highlighted differences between buffalo types and between breeds. A large ROH island on chromosome 2 was shared between river and swamp buffaloes and contained genes that are involved in environmental adaptation and reproduction.
- Published
- 2021
- Full Text
- View/download PDF
28. Molecular evolutionary and 3D protein structural analyses of Lactobacillus fermentum elongation factor Tu, a novel brain health promoting factor
- Author
-
Yen-Wenn Liu, Wai Yee Low, Min-Tze Liong, Ying-Chieh Tsai, Jia Sin Ong, and Sy Bing Choi
- Subjects
0106 biological sciences ,Genetics ,Limosilactobacillus fermentum ,0303 health sciences ,Protein Conformation ,Lactobacillus fermentum ,Pseudogene ,Circular bacterial chromosome ,Brain ,Proteins ,Chromosome ,Peptide Elongation Factor Tu ,Biology ,biology.organism_classification ,01 natural sciences ,Genome ,Evolution, Molecular ,03 medical and health sciences ,Humans ,Binding site ,Gene ,EF-Tu ,030304 developmental biology ,010606 plant biology & botany - Abstract
The role of microbiota in gut-brain communication has led to the development of probiotics promoting brain health. Here we report a genomic study of a Lactobacillus fermentum PS150 and its patented bioactive protein, elongation factor Tu (EF-Tu), which is associated with cognitive improvement in rats. The L. fermentum PS150 circular chromosome is 2,238,401 bp and it consists of 2281 genes. Chromosome comparisons with other L. fermentum strains highlighted a cluster of glycosyltransferases as potential candidate probiotic factors besides EF-Tu. Molecular evolutionary analyses on EF-Tu genes (tuf) in 235 bacteria species revealed one to three copies of the gene per genome. Seven tuf pseudogenes were found and three species only possessed pseudogenes, which is an unprecedented finding. Protein variability analysis of EF-Tu showed five highly variable residues (40 K, 41G, 42 L, 44 K, and 46E) on the protein surface, which warrant further investigation regarding their potential roles as binding sites.
- Published
- 2020
- Full Text
- View/download PDF
29. Association of antimicrobial resistance and gut microbiota composition in human and non-human primates at an urban ecotourism site
- Author
-
Swee Hua Erin Lim, Kamalan Jeevaratnam, N. Ali, Sharmini Julita Paramasivam, Y. L. Lee, Wai Yee Low, Chun Wie Chong, Z. H. Tay, and A. H. S. Alkatheeri
- Subjects
0301 basic medicine ,medicine.medical_specialty ,medicine.drug_class ,Firmicutes ,Antibiotic resistance ,030106 microbiology ,Antibiotics ,Zoology ,Gut flora ,Microbiology ,03 medical and health sciences ,Medical microbiology ,Virology ,medicine ,lcsh:RC799-869 ,Non-human primates ,Ecotourism ,Silvered leaf monkey ,biology ,Research ,Human animal interaction ,Gastroenterology ,biology.organism_classification ,Antimicrobial ,030104 developmental biology ,Infectious Diseases ,Parasitology ,lcsh:Diseases of the digestive system. Gastroenterology ,Bacteroides - Abstract
Background The rise of nature-based ecotourism in the past decade has introduced unprecedented challenges in managing the increasing interaction between humans and animals. The potential transmission of antibiotic resistant microbes between humans and non-human primate populations is a concern due to their genetic similarity. Malaysia is well known for hotspots of wildlife diversity where non-human primates like monkeys and orangutans have become popular tourist attractions. In this study, we assessed the prevalence of antimicrobial resistant Staphylococcus aureus, Enterococcus species, and other Enterobacteriaceae in the faeces of human (HS) and two non-human primates (NHP) in Malaysia, the Long-tailed macaque (Macaca fascicularis, MF) and Silvered leaf monkey (Trachypithecus cristatus, TC). In addition, the faecal bacterial composition was profiled to evaluate the potential association between antibiotic resistant profiles and composition of gut microbiota. Results We tested the isolated bacteria using a selection of antibiotics. The results showed that both the number of antibiotic resistant strains and resistance level were higher in humans than NHPs. Overall, the composition of gut microbiome and pattern of antibiotic resistance showed that there was higher similarity between MF and TC, the two NHPs, than with HS. In addition, samples with higher levels of antibiotic resistance showed lower bacterial richness. Homo sapiens had the lowest bacterial diversity and yet it had higher abundance of Bacteroides. In contrast, NHPs displayed higher bacterial richness and greater prevalence of Firmicutes such as Ruminococceae and Oscillospira. Conclusion Higher antibiotic susceptibility in NHPs is likely related to low direct exposure to antibiotics. The lack of resistance may also suggest limited antimicrobial resistance transmission between humans and NHP. Nonetheless, continued monitoring over a long period will help mitigate the risk of anthropozoonosis and zooanthroponosis.
- Published
- 2020
- Full Text
- View/download PDF
30. Cross-species enhancer prediction using machine learning
- Author
-
Callum MacPhillamy, Hamid Alinejad-Rokny, Wayne S. Pitchford, and Wai Yee Low
- Subjects
Machine Learning ,Mammals ,Mice ,Dogs ,Enhancer Elements, Genetic ,Base Sequence ,Genome, Human ,Swine ,Genetics ,Animals ,Humans ,Cattle ,Genomics - Abstract
Cis-regulatory elements (CREs) are non-coding parts of the genome that play a critical role in gene expression regulation. Enhancers, as an important example of CREs, interact with genes to influence complex traits like disease, heat tolerance and growth rate. Much of what is known about enhancers come from studies of humans and a few model organisms like mouse, with little known about other mammalian species. Previous studies have attempted to identify enhancers in less studied mammals using comparative genomics but with limited success. Recently, Machine Learning (ML) techniques have shown promising results to predict enhancer regions. Here, we investigated the ability of ML methods to identify enhancers in three non-model mammalian species (cattle, pig and dog) using human and mouse enhancer data from VISTA and publicly available ChIP-seq. We tested nine models, using four different representations of the DNA sequences in cross-species prediction using both the VISTA dataset and species-specific ChIP-seq data. We identified between 809,399 and 877,278 enhancer-like regions (ELRs) in the study species (11.6-13.7% of each genome). These predictions were close to the ~8% proportion of ELRs that covered the human genome. We propose that our ML methods have predictive ability for identifying enhancers in non-model mammalian species. We have provided a list of high confidence enhancers at https://github.com/DaviesCentreInformatics/Cross-species-enhancer-prediction and believe these enhancers will be of great use to the community.
- Published
- 2022
31. Antimicrobial susceptibility and genomic analysis of Histophilus somni isolated from cases of bovine respiratory disease in Autralian feedlot cattle
- Author
-
Tamara Alhamami, Wai Yee Low, Yan Ren, Kara Taylor, Manouchehr Khazandi, Tania Veltman, Henrietta Venter, Mandi Carr, Conny Turni, Sam Abraham, Darren J. Trott, Alhamami, Tamara, Low, Wai Yee, Ren, Yan, Taylor, Kara, Khazandi, Manouchehr, Veltman, Tania, Venter, Henrietta, Carr, Mandi, Turni, Conny, Abraham, Sam, and Trott, Darren J
- Subjects
General Veterinary ,Respiratory System ,Respiratory Tract Diseases ,Australia ,Cattle Diseases ,General Medicine ,Genomics ,Histophilus somni ,Microbiology ,antimicrobial susceptibility ,Anti-Bacterial Agents ,bovine respiratory disease ,Animals ,Cattle ,Horse Diseases ,Horses ,Pasteurellaceae ,Phylogeny - Abstract
Refereed/Peer-reviewed Histophilus somni is a prevalent commensal organism of the upper respiratory tract of cattle and a major causative agent of bovine respiratory disease (BRD) and other syndromes including myocarditis and infectious thromboembolic meningoencephalitis. This study investigated the antimicrobial susceptibility and phylogenetic relationships of H. somni isolates obtained from lung, heart, and other tissues at post-mortem as well as nasal mucosa swabs from cases of BRD in Australian feedlots (2004–2019). Broth microdilution Minimal Inhibitory Concentration (MIC) assays were determined for 19 antimicrobials using three different media (CLSI approved Veterinary Fastidious Medium [VFM], Mueller-Hinton fastidious broth medium supplemented with yeast extract [MHF-Y] and Columbia Broth [CB] supplemented with 5% lysed horse blood). For all antimicrobials, MICs obtained using CB medium were identical or within 1 dilution step of the MICs obtained for VFM and MHF-Y media. Therefore, CB may be a suitable medium for H. somni antimicrobial susceptibility testing similar to MHF-Y medium. None of the 70 Australian H. somni isolates exhibited resistance to antimicrobials with CLSI breakpoints including those commonly used in the treatment of BRD in Australia (first-line tetracyclines [chlortetracycline and oxytetracycline], second-line macrolides [tulathromycin], and third-line extended-spectrum cephalosporin [ceftiofur]). Whole-genome sequence analysis of 65 H. somni isolates for genomic single nucleotide polymorphism differences identified four phylogenetic clusters, each containing isolates from different Australian states, feedlots and tissue sources that clustered together. These findings demonstrate limited genetic diversity and the absence of significant antimicrobial resistance among Australian isolates of H. somni isolated from feedlot cattle.
- Published
- 2021
32. Opportunity to improve livestock traits using 3D genomics
- Author
-
Wayne S. Pitchford, Wai Yee Low, Hamid Alinejad-Rokny, and C. MacPhillamy
- Subjects
Livestock ,ved/biology.organism_classification_rank.species ,Sus scrofa ,Genomics ,Computational biology ,Biology ,Breeding ,Genome ,Chromosome conformation capture ,Genetics ,Animals ,Livestock breeding ,Model organism ,Sheep, Domestic ,Epigenomics ,ved/biology ,business.industry ,Goats ,General Medicine ,Animal Science and Zoology ,Cattle ,Mammalian genome ,business ,Chickens - Abstract
The advent of high-throughput chromosome conformation capture and sequencing (Hi-C) has enabled researchers to probe the 3D architecture of the mammalian genome in a genome-wide manner. Simultaneously, advances in epigenomic assays, such as chromatin immunoprecipitation and sequencing (ChIP-seq) and DNase-seq, have enabled researchers to study cis-regulatory interactions and chromatin accessibility across the same genome-wide scale. The use of these data has revealed many unique insights into gene regulation and disease pathomechanisms in several model organisms. With the advent of these high-throughput sequencing technologies, there has been an ever-increasing number of datasets available for study; however, this is often limited to model organisms. Livestock species play critical roles in the economies of developing and developed nations alike. Despite this, they are greatly underrepresented in the 3D genomics space; Hi-C and related technologies have the potential to revolutionise livestock breeding by enabling a more comprehensive understanding of how production traits are controlled. The growth in human and model organism Hi-C data has seen a surge in the availability of computational tools for use in 3D genomics, with some tools using machine learning techniques to predict features and improve dataset quality. In this review, we provide an overview of the 3D genome and discuss the status of 3D genomics in livestock before delving into advancing the field by drawing inspiration from research in human and mouse. We end by offering future directions for livestock research in the field of 3D genomics.
- Published
- 2021
33. Indicators of the molecular pathogenesis of virulent Newcastle Disease Virus in chickens revealed by transcriptomic profiling of spleen
- Author
-
Mohammad Rabiei, Wai Yee Low, Milton McAllister, Yan Ren, Mohamad Cahyono, Phuong Doan, Indi Dharmayanti, Eleonora Grande, and Farhid Hemmatzadeh
- Subjects
animal structures - Abstract
Newcastle disease virus (NDV) has caused significant outbreaks in South-East Asia, particularly in Indonesia in recent years. Recently emerged genotype VII NDVs (NDV-GVII) have shifted their tropism from gastrointestinal/respiratory tropism to a lymphotropic virus, invading lymphoid organs including spleen and bursa of Fabricius to cause profound lymphoid depletion. In this study, we aimed to identify candidate genes and biological pathways that contribute to the disease caused by this neurotropic velogenic NDV-GVII. A transcriptomic analysis based on RNA-Seq of spleen was performed in chickens challenged with NDV-GVII and a control group. In total, 6361 genes were differentially expressed that included 3506 up-regulated genes and 2855 down-regulated genes. Real-Time PCR of ten selected genes validated the RNA-Seq results as the correlation between them is 0.98. Functional and network analysis of DEGs showed altered regulation of ElF2 signalling, mTOR signalling, proliferation of lymphatic system cells, signalling by Rho family GTPases and synaptogenesis signalling in spleen. We have also identified modified expression of IFIT5, PI3K, AGT and PLP1 genes in NDV-GVII infected chickens. Our findings in activation of autophagy-mediated cell death, lymphotropic and synaptogenesis signalling pathways provide new insights into the molecular pathogenesis of this newly emerged NDV-GVII.
- Published
- 2020
- Full Text
- View/download PDF
34. Seeing the forest through the trees: Identifying functional interactions from Hi-C
- Author
-
Stephen Pederson, Ning Liu, Timothy Sadlon, Hamid Alinejad-Rokny, Wai Yee Low, James Breen, and Simon C. Barry
- Subjects
Chromosome conformation capture ,Identification (biology) ,Computational biology ,Biology ,Enhancer ,Functional genomics ,Genome ,Gene ,Chromatin ,Epigenomics - Abstract
Eukaryotic genomes are highly organised within the nucleus of a cell, allowing widely dispersed regulatory elements such as enhancers to interact with gene promoters through physical contacts in three-dimensional space. Recent chromosome conformation capture methodologies such as Hi-C have enabled the analysis of interacting regions of the genome providing a valuable insight into the three-dimensional organisation of the chromatin in the nucleus, including chromosome compartmentalisation and gene expression. Complicating the analysis of Hi-C data however is the massive amount of identified interactions, many of which do not directly drive gene function, thus hindering the identification of potentially biologically functional 3D interactions. In this review, we collate and examine the downstream analysis of Hi-C data with particular focus on methods that identify significant functional interactions. We classify three groups of approaches; structurally-associated domain discovery methods e.g. topologically-associated domains and compartments, detection of statistically significant interactions via background models, and the use of epigenomic data integration to identify functional interactions. Careful use of these three approaches is crucial to successfully identifying functional interactions within the genome.
- Published
- 2020
- Full Text
- View/download PDF
35. Haplotype-resolved genomes provide insights into structural variation and gene content in Angus and Brahman cattle
- Author
-
Benjamin D. Rosen, Arang Rhie, Joyce V. Lee, Adam M. Phillippy, Elizabeth Tseng, Sergey Koren, Sarah B. Kingan, Michael P. Heaton, Fergal J. Martin, Jay Ghurye, Zev N. Kronenberg, Konstantinos Billis, Andy Wing Chun Pang, Derek M. Bickhart, Timothy P. L. Smith, Françoise Thibaud-Nissen, John L. Williams, Stefan Hiendleder, Wai Yee Low, Ruijie Liu, Rick Tearle, and Alex Hastie
- Subjects
0301 basic medicine ,Male ,Lineage (genetic) ,Science ,Iso-Seq ,General Physics and Astronomy ,Biology ,Subspecies ,Allelic Imbalance ,Long reads ,Genome ,Polymorphism, Single Nucleotide ,General Biochemistry, Genetics and Molecular Biology ,Article ,Structural variation ,03 medical and health sciences ,0302 clinical medicine ,Full-Length Transcriptome ,INDEL Mutation ,Animals ,Copy-number variation ,RNA, Messenger ,lcsh:Science ,Gene ,Alleles ,Animal breeding ,Repetitive Sequences, Nucleic Acid ,PacBio ,Multidisciplinary ,Base Sequence ,Haplotype ,Genetic Variation ,Molecular Sequence Annotation ,General Chemistry ,Genomics ,Chromosomes, Mammalian ,Computational biology and bioinformatics ,030104 developmental biology ,Haplotypes ,Evolutionary biology ,Genetic Loci ,lcsh:Q ,Cattle ,Female ,030217 neurology & neurosurgery ,Reference genome - Abstract
Inbred animals were historically chosen for genome analysis to circumvent assembly issues caused by haplotype variation but this resulted in a composite of the two genomes. Here we report a haplotype-aware scaffolding and polishing pipeline which was used to create haplotype-resolved, chromosome-level genome assemblies of Angus (taurine) and Brahman (indicine) cattle subspecies from contigs generated by the trio binning method. These assemblies reveal structural and copy number variants that differentiate the subspecies and that variant detection is sensitive to the specific reference genome chosen. Six genes with immune related functions have additional copies in the indicine compared with taurine lineage and an indicus-specific extra copy of fatty acid desaturase is under positive selection. The haplotyped genomes also enable transcripts to be phased to detect allele-specific expression. This work exemplifies the value of haplotype-resolved genomes to better explore evolutionary and functional variations., Taurine and indicine cattle have different desirable traits making them better adapted to different climates across the world. Here, Low et al. describe a pipeline to produce haplotype-resolved, chromosome-level genomes of Angus and Brahman cattle breeds from a crossbred individual and report on comparisons of the two genomes.
- Published
- 2020
- Full Text
- View/download PDF
36. Whole genome analysis of water buffalo and global cattle breeds highlights convergent signatures of domestication
- Author
-
Santosh Kumar Jadhav, Karen Marshall, James Prendergast, Wai Yee Low, Elizabeth A. J. Cook, Phil Toye, Eileen Wall, David A. Hume, Bhim B. Biswa, Mayakannan Manikandan, Velu Dhanikachalam, Siddharth Jayaraman, John L. Williams, Prasun Dutta, Rebecca Callaby, Andrea Talenti, Appolinaire Djikeng, Alan Archibald, Suresh Gokhale, Rachel Young, and Satish Kumar
- Subjects
0301 basic medicine ,Animal breeding ,Buffaloes ,Population genetics ,Science ,animal diseases ,General Physics and Astronomy ,Biology ,Breeding ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Article ,Evolutionary genetics ,Domestication ,Evolution, Molecular ,03 medical and health sciences ,0302 clinical medicine ,Genetic variation ,parasitic diseases ,Animals ,Selection, Genetic ,lcsh:Science ,Selection (genetic algorithm) ,Multidisciplinary ,Genetic Variation ,food and beverages ,General Chemistry ,Genomics ,Breed ,Phylogeography ,030104 developmental biology ,Phenotype ,Evolutionary biology ,Genetic Loci ,Mutation (genetic algorithm) ,lcsh:Q ,Cattle ,030217 neurology & neurosurgery ,geographic locations - Abstract
More people globally depend on the water buffalo than any other domesticated species, and as the most closely related domesticated species to cattle they can provide important insights into the shared evolutionary basis of domestication. Here, we sequence the genomes of 79 water buffalo across seven breeds and compare patterns of between breed selective sweeps with those seen for 294 cattle genomes representing 13 global breeds. The genomic regions under selection between cattle breeds significantly overlap regions linked to stature in human genetic studies, with a disproportionate number of these loci also shown to be under selection between water buffalo breeds. Investigation of potential functional variants in the water buffalo genome identifies a rare example of convergent domestication down to the same mutation having independently occurred and been selected for across domesticated species. Cross-species comparisons of recent selective sweeps can consequently help identify and refine important loci linked to domestication., The comparative genomics of domesticated lineages can yield insights into the signatures of artificial selection. This study sequences 79 water buffalo genomes from 7 breeds and reveals examples of convergent domestication at the genetic level between water buffalo and cattle.
- Published
- 2020
- Full Text
- View/download PDF
37. Correction for Rabiei et al., 'Genome Sequences of Newly Emerged Newcastle Disease Virus Strains Isolated from Disease Outbreaks in Indonesia'
- Author
-
Mohamad Indro Cahyono, Mohammad Rabiei, Farhid Hemmatzadeh, Phuong Thi Kim Doan, Milton M. McAllister, Risa Indriani, Wai Yee Low, Rick Tearle, Jagoda Ignjatovic, Indi Dharmayanti, Putri Pandarangga, Simson Tarigan, and Mohammed Alsharifi
- Subjects
animal structures ,viruses ,Genome Sequences ,virus diseases ,Outbreak ,Biology ,biology.organism_classification ,Genome ,Virology ,Newcastle disease ,Virus ,Immunology and Microbiology (miscellaneous) ,embryonic structures ,Genotype ,Genetics ,Molecular Biology - Abstract
Here, we report two genomes of newly emerged strains of Newcastle disease virus (NDV), Chicken/Indonesia/Tangerang/004WJ/14 and Chicken/Indonesia/VD/003WJ/11, from disease outbreaks in chickens in Indonesia. Phylogenetic study results of the fusion (F) protein’s gene-coding sequences of different genotypes of NDV revealed that these two strains belong to genotype VII.2 in the class II cluster of avian paramyxoviruses.
- Published
- 2020
- Full Text
- View/download PDF
38. A Single Faecal Microbiota Transplantation Altered the Microbiota of Weaned Pigs
- Author
-
Tanya L. Nowland, Roy N. Kirkwood, Valeria A. Torok, Wai Yee Low, Mary D. Barton, Kate J. Plush, Nowland, Tanya L, Torok, Valeria A, Low, Wai Y, Plush, Kate J, Barton, Mary D, and Kirkwood, Roy N
- Subjects
Litter (animal) ,enteric microbiota ,animal diseases ,medicine.medical_treatment ,Lactobacillus mucosae ,Physiology ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,fluids and secretions ,enteric dysbiosis ,Weight loss ,Pathogenic Escherichia coli ,medicine ,Weaning ,microbiota transplantation ,lcsh:Science ,Saline ,Ecology, Evolution, Behavior and Systematics ,Feces ,030304 developmental biology ,0303 health sciences ,integumentary system ,biology ,030306 microbiology ,weaning ,Paleontology ,pigs ,bacterial infections and mycoses ,biology.organism_classification ,medicine.disease ,Space and Planetary Science ,lcsh:Q ,medicine.symptom ,Dysbiosis - Abstract
Weaning is a stressful time for piglets, often leading to weight loss and is associated with increased morbidity and mortality. A leading cause for these post-weaning problems is enteric dysbiosis and methods to improve piglet health at this crucial developmental stage are needed. This study aimed to determine whether an enteric dysbiosis caused by weaning could be corrected via a faecal microbiota transplantation (FMT) from healthy piglets from a previous wean. Two or four focal piglets per litter were assigned to one of two treatments; FMT two days post weaning (n = 21; FMT) or a control which received saline two days post weaning (n = 21; CON). FMT consisted of homogenised donor faeces administered orally at 3 mL/kg. Weaning occurred at 18 days of age and weights and faecal samples were collected on days 18, 20, 24 and 35. 16S rRNA amplicon analysis was used to assess the faecal microbiota of piglets. FMT increased Shannon’s diversity post weaning (p < 0.001) and reduced the scratch score observed at 24 days of age (p < 0.001). The bacterial populations significantly differed in composition at each taxonomic level. In FMT pigs, significant increases in potentially pathogenic Escherichia coli were observed. However, increases in beneficial bacteria Lactobacillus mucosae and genera Fibrobacteres and Bacteroidetes were also observed in FMT treated animals. To our knowledge, this is the first study to observe a significant effect on piglet faecal microbiota following a single FMT administered post weaning. Therefore, FMT post weaning can potentially alleviate enteric dysbiosis.
- Published
- 2020
39. Nucleotide substitution rates of diatom plastid encoded protein genes are positively correlated with genome architecture
- Author
-
Robert K. Jansen, Abdelfatteh El Omri, Mengjie Yu, Alawiah M. Alhebshi, Jamal S. M. Sabir, Edward C. Theriot, Majid Rasool Kamli, Nahid H. Hajrah, Mohammad K. Al-ghamdi, Yan Ren, Mumdooh J. Sabir, Tracey A. Ruhlman, Wai Yee Low, and Irfan A. Rather
- Subjects
0301 basic medicine ,Nonsynonymous substitution ,Genome, Plastid ,lcsh:Medicine ,Genome ,Article ,Evolution, Molecular ,03 medical and health sciences ,Genetic Heterogeneity ,0302 clinical medicine ,Genome-wide analysis of gene expression ,Molecular evolution ,Phylogenetics ,Gene Order ,Plastids ,Plastid ,Photosynthesis ,lcsh:Science ,Ecosystem ,Phylogeny ,Diatoms ,Multidisciplinary ,Genes, Essential ,biology ,Base Sequence ,Nucleotides ,Heterokont ,lcsh:R ,fungi ,Inverted Repeat Sequences ,Proteins ,Genomics ,biology.organism_classification ,030104 developmental biology ,Diatom ,Chloroplast DNA ,Evolutionary biology ,lcsh:Q ,030217 neurology & neurosurgery - Abstract
Diatoms are the largest group of heterokont algae with more than 100,000 species. As one of the single-celled photosynthetic organisms that inhabit marine, aquatic and terrestrial ecosystems, diatoms contribute ~ 45% of global primary production. Despite their ubiquity and environmental significance, very few diatom plastid genomes (plastomes) have been sequenced and studied. This study explored patterns of nucleotide substitution rates of diatom plastids across the entire suite of plastome protein-coding genes for 40 taxa representing the major clades. The highest substitution rate was lineage-specific within the araphid 2 taxon Astrosyne radiata and radial 2 taxon Proboscia sp. Rate heterogeneity was also evident in different functional classes and individual genes. Similar to land plants, proteins genes involved in photosynthetic metabolism have lower synonymous and nonsynonymous substitutions rates than those involved in transcription and translation. Significant positive correlations were identified between substitution rates and measures of genomic rearrangements, including indels and inversions, which is a similar result to what was found in legume plants. This work advances the understanding of the molecular evolution of diatom plastomes and provides a foundation for future studies.
- Published
- 2020
40. Transcriptomic analysis of multi-drug resistant Escherichia coli K-12 strain in response to Lavandula angustifolia essential oil
- Author
-
Wai Yee Low, Ee-Von Ng, Kok-Song Lai, Polly Soo Xi Yap, Pey-Jiun Lai, Chew-Li Moo, Swee Hua Erin Lim, and Shun-Kai Yang
- Subjects
Lavandula angustifolia ,biology ,PEP group translocation ,Environmental Science (miscellaneous) ,biology.organism_classification ,medicine.disease_cause ,Agricultural and Biological Sciences (miscellaneous) ,Transcriptome ,Metabolic pathway ,Short Reports ,Biochemistry ,medicine ,Gene ,Escherichia coli ,Bacteria ,Biotechnology ,Piperacillin ,medicine.drug - Abstract
To better understand the synergistic antibacterial activity between piperacillin and Lavandula angustifolia essential oil (LEO) against multidrug-resistant Escherichia coli, we performed microarray transcriptomic analysis of LEO when used alone and in combination with piperacillin against the non-treated control. In total, 90 genes were differentially expressed after the combination of LEO and piperacillin treatment. Among the up-regulated genes, nfsB, nemA, fruA, nfsB, nemA are known to control microbial metabolism and nitrotoluene degradation, which were observed only in the LEO–piperacillin combinatory treatment. Four candidate genes from the microarray result, srIA, srID, waaR and nfsB, were validated by qRT-PCR as these genes showed differential expression consistently in the two methods. Biochemical pathway analysis showed that there was upregulation of genes involved in several biological processes including fructose and mannose metabolism, phosphotransferase system (PTS), lipopolysaccharide biosynthesis and nitrotoluene degradation. Genes involved in microbial metabolism in diverse environments were found both up- and down-regulated in LEO–piperacillin combinatory treatment. Our study provides new information concerning the transcriptional changes that occur during the LEO and piperacillin interaction against the multidrug-resistant bacteria and contributes to unravel the mechanisms underlying this synergism. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s13205-020-02304-3) contains supplementary material, which is available to authorized users.
- Published
- 2020
- Full Text
- View/download PDF
41. Full-Genome Sequences of Two Newcastle Disease Virus Strains Isolated in West Java, Indonesia
- Author
-
Mohammad Rabiei, N. P. I. Dharmayanti, Risa Indriani, Putri Pandarangga, Wai Yee Low, Rick Tearle, Simson Tarigan, Jagoda Ignjatovic, Farhid Hemmatzadeh, Mohamad Indro Cahyono, Phuong Thi Kim Doan, Milton M. McAllister, and A. E. Peaston
- Subjects
animal structures ,biology ,Strain (biology) ,Genome Sequences ,Outbreak ,virus diseases ,West java ,biology.organism_classification ,Newcastle disease ,Virology ,Genome ,complex mixtures ,Virus ,humanities ,Immunology and Microbiology (miscellaneous) ,Genotype ,Genetics ,Molecular Biology ,geographic locations - Abstract
The full-genome sequences of strains chicken/Indonesia/Cilebut/010WJ/2015 and chicken/Indonesia/ITA/012WJ/1951, isolated in West Java, Indonesia, in 2015 and 1951, respectively, were examined. Chicken/Indonesia/Cilebut/010WJ/2015 (genotype VII) caused a 2015 disease outbreak in Indonesia, and chicken/Indonesia/ITA/012WJ/1951 (genotype VI) is used as a standard strain for challenge in Newcastle disease virus (NDV) vaccine trials.
- Published
- 2020
42. Genome Sequences of Newcastle Disease Virus Strains from Two Outbreaks in Indonesia
- Author
-
Milton M. McAllister, Farhid Hemmatzadeh, Risa Indriani, Mohammad Rabiei, Mohamad Indro Cahyono, Wai Yee Low, Phuong Thi Kim Doan, Indi Dharmayanti, Jagoda Ignjatovic, Simson Tarigan, Rick Tearle, and Putri Pandarangga
- Subjects
0303 health sciences ,animal structures ,Phylogenetic tree ,040301 veterinary sciences ,Genome Sequences ,Virulence ,Outbreak ,virus diseases ,04 agricultural and veterinary sciences ,Biology ,Mega ,biology.organism_classification ,Virology ,Genome ,Newcastle disease ,Virus ,0403 veterinary science ,03 medical and health sciences ,Immunology and Microbiology (miscellaneous) ,Genotype ,Genetics ,Molecular Biology ,030304 developmental biology - Abstract
The genomes of two newly emerged Newcastle disease virus strains, chicken/Indonesia/Mega/001WJ/2013 and chicken/Indonesia/Cimanglid/002WJ/2015, from disease outbreaks in chickens in Indonesia are reported. Phylogenetic analysis of different genotypes of Newcastle disease virus using the F gene coding sequences suggests that these two strains belong to genotype VII.2, in class II of avian paramyxoviruses.
- Published
- 2020
43. Genome Sequences of Newly Emerged Newcastle Disease Virus Strains Isolated from Disease Outbreaks in Indonesia
- Author
-
Putri Pandarangga, Milton M. McAllister, Farhid Hemmatzadeh, Phuong Thi Kim Doan, Wai Yee Low, Jagoda Ignjatovic, Mohammed Alsharifi, Indi Dharmayanti, Simson Tarigan, Mohammad Rabiei, Risa Indriani, Rick Tearle, and Mohamad Indro Cahyono
- Subjects
0106 biological sciences ,0303 health sciences ,animal structures ,biology ,viruses ,Phylogenetic study ,Outbreak ,Disease ,biology.organism_classification ,Disease cluster ,010603 evolutionary biology ,01 natural sciences ,Genome ,Newcastle disease ,Virology ,Virus ,03 medical and health sciences ,Immunology and Microbiology (miscellaneous) ,embryonic structures ,Genotype ,Genetics ,Molecular Biology ,030304 developmental biology - Abstract
Here, we report two genomes of newly emerged strains of Newcastle disease virus (NDV), Chicken/Indonesia/Tangerang/004WJ/14 and Chicken/Indonesia/VD/003WJ/11, from disease outbreaks in chickens in Indonesia. Phylogenetic study results of the fusion (F) protein’s gene-coding sequences of different genotypes of NDV revealed that these two strains belong to genotype VII.2 in the class II cluster of avian paramyxoviruses.
- Published
- 2020
- Full Text
- View/download PDF
44. Pipeline of High Throughput Sequencing.
- Author
-
Chuang Kee Ong, Qi Bin Kwong, Ai Ling Ong, Huey Ying Heng, and Wai Yee Low
- Published
- 2019
- Full Text
- View/download PDF
45. De novo assembly of the cattle reference genome with single-molecule sequencing
- Author
-
George E. Liu, Wilson Nandolo, Christine Couldrey, Elizabeth Tseng, Wenli Li, Wai Yee Low, Arang Rhie, Robert D. Schnabel, Brenda M. Murdoch, Richard Hall, Benjamin D. Rosen, Stephanie D. McKay, Troy N. Rowan, Sergey Koren, Adam M. Phillippy, Warren M Snelling, John A. Hammond, Tara G. McDaneld, John C. Schwartz, Juan F. Medrano, Jay Ghurye, Françoise Thibaud-Nissen, Derek M. Bickhart, Darren E. Hagen, Christine G. Elsik, Timothy P. L. Smith, Sebastian J. Schultheiss, Christian Dreischer, Steven G. Schroeder, John B. Cole, Curtis P. Van Tassell, Jinna Hoffman, and Aleksey V. Zimin
- Subjects
reference assembly ,AcademicSubjects/SCI02254 ,media_common.quotation_subject ,Sequence assembly ,Health Informatics ,Breeding ,Data Note ,03 medical and health sciences ,Annotation ,Genetic ,GEORGE (programming language) ,bovine genome ,Genetics ,Animals ,RNA-Seq ,Polymorphism ,030304 developmental biology ,media_common ,2. Zero hunger ,Protein coding ,0303 health sciences ,Polymorphism, Genetic ,Genome ,Contig ,Human Genome ,0402 animal and dairy science ,Sequence Analysis, DNA ,DNA ,Genomics ,04 agricultural and veterinary sciences ,Art ,Reference Standards ,040201 dairy & animal science ,Genealogy ,Computer Science Applications ,Bovine genome ,cattle ,Hereford ,AcademicSubjects/SCI00960 ,Sequence Analysis ,Biotechnology ,Reference genome - Abstract
Author(s): Rosen, Benjamin D; Bickhart, Derek M; Schnabel, Robert D; Koren, Sergey; Elsik, Christine G; Tseng, Elizabeth; Rowan, Troy N; Low, Wai Y; Zimin, Aleksey; Couldrey, Christine; Hall, Richard; Li, Wenli; Rhie, Arang; Ghurye, Jay; McKay, Stephanie D; Thibaud-Nissen, Francoise; Hoffman, Jinna; Murdoch, Brenda M; Snelling, Warren M; McDaneld, Tara G; Hammond, John A; Schwartz, John C; Nandolo, Wilson; Hagen, Darren E; Dreischer, Christian; Schultheiss, Sebastian J; Schroeder, Steven G; Phillippy, Adam M; Cole, John B; Van Tassell, Curtis P; Liu, George; Smith, Timothy PL; Medrano, Juan F | Abstract: BackgroundMajor advances in selection progress for cattle have been made following the introduction of genomic tools over the past 10-12 years. These tools depend upon the Bos taurus reference genome (UMD3.1.1), which was created using now-outdated technologies and is hindered by a variety of deficiencies and inaccuracies.ResultsWe present the new reference genome for cattle, ARS-UCD1.2, based on the same animal as the original to facilitate transfer and interpretation of results obtained from the earlier version, but applying a combination of modern technologies in a de novo assembly to increase continuity, accuracy, and completeness. The assembly includes 2.7 Gb and is g250× more continuous than the original assembly, with contig N50 g25 Mb and L50 of 32. We also greatly expanded supporting RNA-based data for annotation that identifies 30,396 total genes (21,039 protein coding). The new reference assembly is accessible in annotated form for public use.ConclusionsWe demonstrate that improved continuity of assembled sequence warrants the adoption of ARS-UCD1.2 as the new cattle reference genome and that increased assembly accuracy will benefit future research on this species.
- Published
- 2020
- Full Text
- View/download PDF
46. Practical Bioinformatics For Beginners: From Raw Sequence Analysis To Machine Learning Applications
- Author
-
Lloyd Wai Yee Low, Martti Tapani Tammi, Lloyd Wai Yee Low, and Martti Tapani Tammi
- Subjects
- Bioinformatics
- Abstract
Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, and conservation of species. This incredible tool has become cost-effective. However, it generates a deluge of sequence data that requires efficient analysis. The highly sought-after skills in computational and statistical analyses include machine learning and, are essential for successful research within a wide range of specializations, such as identifying causes of cancer, vaccine design, new antibiotics, drug development, personalized medicine, and increased crop yields in agriculture.This invaluable book provides step-by-step guides to complex topics that make it easy for readers to perform specific analyses, from raw sequenced data to answer important biological questions using machine learning methods. It is an excellent hands-on material for lecturers who conduct courses in bioinformatics and as reference material for professionals. The chapters are standalone recipes making them suitable for readers who wish to self-learn selected topics. Readers gain the essential skills necessary to work on sequenced data from NGS platforms; hence, making themselves more attractive to employers who need skilled bioinformaticians.
- Published
- 2022
47. Lactobacillus fermentum FTDC 8312 combats hypercholesterolemia via alteration of gut microbiota
- Author
-
Min-Tze Liong, Todd D. Taylor, Hiroshi Ohno, Huey-Shi Lye, Tulika Prakash, Wai Yee Low, Tamotsu Kato, and Lee-Ching Lew
- Subjects
Male ,0301 basic medicine ,Limosilactobacillus fermentum ,Gut flora ,Applied Microbiology and Biotechnology ,Cholesterol, Dietary ,Feces ,Mice ,chemistry.chemical_compound ,RNA, Ribosomal, 16S ,Lactobacillus ,Phospholipids ,Mice, Inbred BALB C ,education.field_of_study ,Bile acid ,Anticholesteremic Agents ,General Medicine ,Lipids ,Lipoproteins, LDL ,Sterols ,Cholesterol ,lipids (amino acids, peptides, and proteins) ,Lipoproteins, HDL ,Biotechnology ,DNA, Bacterial ,medicine.medical_specialty ,medicine.drug_class ,Lactobacillus fermentum ,Lipoproteins ,Hypercholesterolemia ,030106 microbiology ,Population ,Bioengineering ,Biology ,Microbiology ,Bile Acids and Salts ,03 medical and health sciences ,Internal medicine ,medicine ,Animals ,education ,Triglycerides ,Apolipoprotein A-I ,Bacteria ,Whole Genome Sequencing ,Triglyceride ,Probiotics ,Body Weight ,Akkermansia ,Lipid Metabolism ,biology.organism_classification ,Diet ,Gastrointestinal Microbiome ,030104 developmental biology ,Endocrinology ,chemistry ,Genes, Bacterial - Abstract
In this study, hypercholesterolemic mice fed with Lactobacillus fermentum FTDC 8312 after a seven-week feeding trial showed a reduction in serum total cholesterol (TC) levels, accompanied by a decrease in serum low-density lipoprotein cholesterol (LDL-C) levels, an increase in serum high-density lipoprotein cholesterol (HDL-C) levels, and a decreased ratio of apoB100:apoA1 when compared to those fed with control or a type strain, L. fermentum JCM 1173. These have contributed to a decrease in atherogenic indices (TC/HDL-C) of mice on the FTDC 8312 diet. Serum triglyceride (TG) levels of mice fed with FTDC 8312 and JCM 1173 were comparable to those of the controls. A decreased ratio of cholesterol and phospholipids (C/P) was also observed for mice fed with FTDC 8312, leading to a decreased number of spur red blood cells (RBC) formation in mice. Additionally, there was an increase in fecal TC, TG, and total bile acid levels in mice on FTDC 8312 diet compared to those with JCM 1173 and controls. The administration of FTDC 8312 also altered the gut microbiota population such as an increase in the members of genera Akkermansia and Oscillospira, affecting lipid metabolism and fecal bile excretion in the mice. Overall, we demonstrated that FTDC 8312 exerted a cholesterol lowering effect that may be attributed to gut microbiota modulation.
- Published
- 2017
- Full Text
- View/download PDF
48. Exploring Potential Germline-Associated Roles of the TRIM-NHL Protein NHL-2 Through RNAi Screening
- Author
-
Joshua Wt Anderson, Gregory M. Davis, Peter R. Boag, and Wai Yee Low
- Subjects
0301 basic medicine ,TRIM-NHL ,QH426-470 ,germline ,Germline ,03 medical and health sciences ,RNA interference ,immune system diseases ,hemic and lymphatic diseases ,NHL-2 ,microRNA ,Genetics ,Animals ,Caenorhabditis elegans Proteins ,ORFeome ,Caenorhabditis elegans ,Molecular Biology ,Gene ,Genetics (clinical) ,RNAi screen ,Mutant Screen Reports ,biology ,Mutant Screen Report ,biology.organism_classification ,Phenotype ,Caenorhabditis ,Germ Cells ,030104 developmental biology ,RNA Interference ,Carrier Proteins - Abstract
TRIM-NHL proteins are highly conserved regulators of developmental pathways in vertebrates and invertebrates. The TRIM-NHL family member NHL-2 in Caenorhabditis elegans functions as a miRNA cofactor to regulate developmental timing. Similar regulatory roles have been reported in other model systems, with the mammalian ortholog in mice, TRIM32, contributing to muscle and neuronal cell proliferation via miRNA activity. Given the interest associated with TRIM-NHL family proteins, we aimed to further investigate the role of NHL-2 in C. elegans development by using a synthetic RNAi screening approach. Using the ORFeome library, we knocked down 11,942 genes in wild-type animals and nhl-2 null mutants. In total, we identified 42 genes that produced strong reproductive synthetic phenotypes when knocked down in nhl-2 null mutants, with little or no change when knocked down in wild-type animals. These included genes associated with transcriptional processes, chromosomal integrity, and key cofactors of the germline small 22G RNA pathway.
- Published
- 2017
- Full Text
- View/download PDF
49. A genetically unique Chinese cattle population shows evidence of common ancestry with wild species when analysed with a reduced ascertainment bias SNP panel
- Author
-
John L. Williams, Wai Yee Low, Licia Colli, Paolo Ajmone Marsan, Mario Barbato, Michael P. Reichel, Matilde Maria Passamonti, and Rick Tearle
- Subjects
0301 basic medicine ,Male ,Heredity ,Population genetics ,Geographical Locations ,Phylogeny ,Mammals ,education.field_of_study ,Principal Component Analysis ,Multidisciplinary ,Heterozygosity ,Settore AGR/17 - ZOOTECNICA GENERALE E MIGLIORAMENTO GENETICO ,Ecology ,Eukaryota ,Agriculture ,04 agricultural and veterinary sciences ,Ruminants ,Breed ,Europe ,Vertebrates ,Hong Kong ,Medicine ,Livestock ,Gayal ,Female ,Research Article ,Asia ,Ecological Metrics ,Science ,Population ,introgression ,Zoology ,Introgression ,Animals, Wild ,Biology ,Polymorphism, Single Nucleotide ,Molecular Genetics ,03 medical and health sciences ,Bovines ,Genetic variation ,Genetics ,Animals ,education ,Molecular Biology ,Genetic diversity ,Evolutionary Biology ,Population Biology ,business.industry ,Ecology and Environmental Sciences ,0402 animal and dairy science ,Organisms ,Genetic Variation ,Biology and Life Sciences ,Species Diversity ,biology.organism_classification ,040201 dairy & animal science ,030104 developmental biology ,Amniotes ,People and Places ,Cattle ,business ,Population Genetics - Abstract
In Hong Kong, there is a cattle population of ~1,200 individuals of uncertain origin and genetic diversity. This population shows heterogeneous morphology, both in body type and pigmentation. Once used as draught animals by the local farmers, they were abandoned around the 1970s due to changes in the economy, and since then have lived as feral populations. To explore the origins of these cattle, we analysed ~50k genotype data of 21 Hong Kong feral cattle, along with data from 703 individuals of 36 cattle populations of European, African taurine, and Asian origin, the wild x domestic hybrid gayal, plus two wild bovine species, gaur and banteng. To reduce the effect of ascertainment bias ~4k loci that are polymorphic in the two wild species were selected for further analysis. The stringent SNP selection we applied resulted in increased heterozygosity across all populations studies, compared with the full panel of SNP, thus reducing the impact of ascertainment bias and facilitating the comparison of divergent breeds of cattle. Our results showed that Hong Kong feral cattle have relatively high levels of genetic distinctiveness, possibly due to the low level of artificial selection, and a likely common ancestry with wild species. We found signs of a putative taurine introgression, probably dating to the import of north European breeds during the British colonialism of Hong Kong. We showed that Hong Kong feral cattle, are distinct from Bos taurus and Bos indicus breeds. Our results highlight the distinctiveness of Hong Kong feral cattle and stress the conservation value of this indigenous breed that is likely to harbour adaptive genetic variation, which is a fundamental livestock resource in the face of climate change and diversifying market demands.
- Published
- 2020
50. New Insights into Mammalian Sex Chromosome Structure and Evolution from High-quality Bovine X and Y Chromosome Sequences
- Author
-
Ruijie Liu, Wai Yee Low, Rick Tearle, Sergey Koren, Jay Ghurye, Arang Rhie, Adam M. Phillippy, Benjamin D. Rosen, Derek M. Bickhart, Timothy P.L. Smith, Stefan Hiendleder, and John Lewis Williams
- Subjects
Genetics ,Chromosome (genetic algorithm) ,Biology ,Y chromosome - Abstract
Background Mammalian X chromosomes are mainly euchromatic with a similar size and structure among species whereas Y chromosomes are smaller, have undergone substantial evolutionary changes and accumulated male specific genes and genes involved in sex determination. The PAR is conserved on the X and Y and pair during meiosis. The structure, evolution and function of mammalian sex chromosomes is still poorly understood because few species have high quality sex chromosome assemblies. Results Here we report the first bovine sex chromosome assemblies that include the complete pseudoautosomal region (PAR) spanning 6.84 Mb and three Y chromosome X-degenerate (X-d) regions. We show that the ruminant PAR comprises 31 genes and is similar to the PAR of pig and dog but extends further than those of human and horse. Differences in the pseudoautosomal boundaries are consistent with evolutionary divergence times. Conclusions A bovidae-specific expansion of members of the lipocalin gene family in the PAR may reflect immune-modulation and anti-inflammatory responses that contribute to parasite resistance in ruminants. Comparison of the X-d regions of Y chromosomes across species reveal five conserved X-Y gametologs, which are global regulators of gene activity, and may have a fundamental role in mammalian sexual dimorphism.
- Published
- 2019
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.