Displaying publications 1 - 20 of 35 in total

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  1. Xu LL, Zhang HF, Li M, Ng SW, Feng JH, Mao JG, et al.
    J Am Chem Soc, 2018 09 19;140(37):11569-11572.
    PMID: 30141923 DOI: 10.1021/jacs.8b06725
    Chiroptical activity is observed from an achiral adenine-containing metal-organic framework (MOF) named ZnFDCA. Such a seemingly counterintuitive phenomenon can, in fact, be predicted by the intrinsic crystal symmetry of 4̅2 m point group. Although theoretically allowed, examples of optically active achiral crystals are extremely rare. ZnFDCA is the first reported achiral MOF showing optical activity, as demonstrated by a pair of circular dichroism signals with opposite signs and enhanced intensity. Moreover, simply through adding an amino substituent to adenine, the chiroptical activity, as well as nonlinear optical activity, of the analogous MOF, namely ZnFDCA-NH2, disappears due to diverse packing pattern giving rise to centrosymmetric crystal symmetry.
    Matched MeSH terms: Adenine/chemistry*
  2. Cai H, Xu LL, Lai HY, Liu JY, Ng SW, Li D
    Chem Commun (Camb), 2017 Jun 27.
    PMID: 28654101 DOI: 10.1039/c7cc03350h
    A new adenine-containing metal-organic framework (MOF), [Zn4O(adenine)4(benzene-1,3-dicarboxylate)4Zn2] (named as ZnBDCA), was synthesized solvothermally. ZnBDCA possesses high quantum yield (>50%) and nano-channels that can encapsulate acriflavine molecules to build a host-guest chemopalette for approaching white-light emission.
    Matched MeSH terms: Adenine
  3. Shaker SA, Yang Farina, Mahmmod S, Eskender M
    An ethanolic solution of caffeine was added to an aqueous solution of metal salts and followed by adding ethanolic solution of adenine and an aqueous solution of potassium thiocyanate to give complexes with general formula [M(CA)2(Ad)X2] where CA is caffeine, Ad is adenine, X is thiocyanate ion and M is Co(II), Ni(II), Cu(II), Zn(II) and Cd(II). The resulting products were characterized using UV-visible and infrared spectroscopies. Elemental analyses were performed using C, H, N analysis and atomic absorption techniques. The magnetic susceptibility and the conductivity were also measured. The results suggested that the complexes have octahedral geometry.
    Matched MeSH terms: Adenine
  4. Luan Eng LI, Ng T, Wan WP, Ganesan J
    Br J Haematol, 1975 Nov;31(3):337-42.
    PMID: 1201246
    A study of glutathione reductase (GR) activity and its stimulation by flavin adenine dinucleotide (FAD) in erythrocytes of Malaysian newborns and adults of different racial groups showed that GR stimulation by FAD was greater than 20% in 50% of 866 newborns (57% of Malays, 55% of Indians and 41% of Chinese) and 54% of 274 adults (46% of Malays, 65% of Indians and 45% of Chinese). There was a significant negative correlation between GR activity and percentage FAD stimulation in both newborns and adults in all racial groups. Low GR activity and a high percentage FAD stimulation were more prevalent among parents of newborns with low GR activity than among parents of newborns with higher GR activity. Administration of riboflavin to mothers with low GR activity resulted in increased GR activity and a decreased percentage of FAD stimulation. None of the individuals examined had clear clinical manifestations of riboflavin deficiency. It is concluded that subclinical riboflavin deficiency leading to low GR activity is prevalent in Malaysia among adults and newborns, especially among Malays and Indians.
    Matched MeSH terms: Flavin-Adenine Dinucleotide/blood*; Flavin-Adenine Dinucleotide/pharmacology
  5. Arul P, Huang ST, Gowthaman NSK, Shankar S
    Mikrochim Acta, 2021 Oct 01;188(10):358.
    PMID: 34596766 DOI: 10.1007/s00604-021-05021-7
    An efficient electrochemical biosensor has been developed for the simultaneous evaluation of DNA bases using AgNPs-embedded covalent organic framework (COF). The COF (p-Phenylenediamine and terephthalaldehyde) was synthesized by reflux (DMF; 150 °C; 12 h) and the nanoparticles were embedded from the aqueous solutions of AgNO3 and NaBH4. The nanocomposite-modified COF was confirmed by spectral, microscopic, and electrochemical techniques. The nanocomposite material was deposited on a glassy carbon electrode (GCE) and the redox behavior of AgNPs was confirmed by cyclic voltammetry. The electrocatalytic activities of DNA bases were analyzed by differential pulse voltammetry (DPV) in a physiological environment (PBS; pH = 7.0) based on simple and easy-to-use electrocatalyst. The AgNPs-COF/GCE showed well-defined anodic peak currents for the bases guanine (+ 0.63 V vs. Ag/AgCl), adenine (+ 0.89 V vs. Ag/AgCl), thymine (+ 1.10 V vs. Ag/AgCl), and cytosine (+ 1.26 V vs. Ag/AgCl) in a mixture as well as individuals with respect to the conventional, COF, and AgNPs/GCEs. The AgNPs-COF/GCE showed linear concentration range of DNA bases from 0.2-1000 µM (guanine; (G)), 0.1-500 µM (adenine (A)), 0.25-250 µM (thymine (T)) and 0.15-500 µM (cytosine (C)) and LOD of 0.043, 0.056, 0.062, and 0.051 µM (S/N = 3), respectively. The developed sensor showed reasonable selectivity, reproducibility (RSD = 1.53 ± 0.04%-2.58 ± 0.02% (n = 3)), and stability (RSD = 1.22 ± 0.06%-2.15 ± 0.04%; n = 3) over 5 days of storage) for DNA bases. Finally, AgNPs-COF/GCE was used for the determination of DNA bases in human blood serum, urine and saliva samples with good recoveries (98.60-99.11%, 97.80-99.21%, and 98.69-99.74%, respectively).
    Matched MeSH terms: Adenine/analysis; Adenine/chemistry
  6. Lin CW, Lo S, Perng DS, Wu DB, Lee PH, Chang YF, et al.
    Shock, 2014 Mar;41(3):241-9.
    PMID: 24365881 DOI: 10.1097/SHK.0000000000000111
    The accumulation of autophagosomes in the terminal step of the autophagic process has recently emerged as a potentially maladaptive process in the septic heart and lung. However, the role of autophagy in the septic liver has not been ascertained. This study was investigated by first examining the entire sequence of the autophagic process in the liver of septic mice. Second, a novel pharmacotherapeutic approach was utilized to treat sepsis with autophagy enhancer/inhibitor. Sepsis was induced by cecal ligation and puncture (CLP). C57BL/6 mice received autophagy enhancer carbamazepine (CBZ), autophagy inhibitor 3-methyladenine (inhibition of autophagosomal formation), or chloroquine (impairment of autophagosomal clearance). We found that the whole autophagic process was activated at 4 h after CLP; however, it did not proceed to completion during the 4- to 24-h time period, as indicated by accumulated autophagosomes and decreased autophagic flux. Carbamazepine, which induced complete activation of the autophagic process, improved CLP survival. This protective effect was also associated with decreased cell death, inflammatory responses, and hepatic injury. However, disruption of autophagosomal clearance with chloroquine abolished the above protective effects in CBZ-treated CLP mice. 3-Methyladenine, which resulted in inhibition of the autophagosomal formation, did not show any above beneficial effects in CLP mice. Impaired autophagosome-lysome fusion resulting in incomplete activation of autophagy may contribute to sepsis-induced liver injury. Treatment with CBZ may serve a protective role in the septic liver, possibly through the effect of complete activation of autophagic process.
    Matched MeSH terms: Adenine/analogs & derivatives; Adenine/pharmacology
  7. Leung N
    Med J Malaysia, 2005 Jul;60 Suppl B:22-7.
    PMID: 16108169
    Nucleot(s)ide analogues are making milestones in the treatment of chronic hepatitis B (CHB) as safe oral therapy. FDA approved lamivudine in adult patients in 1998, adefovir dipivoxil in 2002, and entecavir in March 2005. Lamivudine is effective in viral suppression, ALT normalization, and improvement in histology in both HBeAg positive and HBeAg negative / HBV DNA positive patients. HBeAg seroconversion rates correlate directly with pretreatment ALT levels at 18-30% after one year of therapy. Hepatitis flares may occur if lamivudine is stopped before HBeAg seroconversion. Lamivudine resistant YMDD mutants emerge at a rate of 15-20% per year of therapy; often associated with the rebound viraemia, relapse of hepatitis or even hepatic decompensation. Durability of response off lamivudine therapy is not satisfactory and may be dependent on duration of therapy post-seroconversion. Lamivudine is well tolerated with few serious adverse events, even in patients with decompensated cirrhosis. Long term therapy in viraemic patients with advanced fibrosis or cirrhosis delays clinical progression. Adefovir dipivoxil is an oral prodrug of adefovir. 10 mg daily is effective in suppressing both wild-type HBV and YMDD mutants, normalising ALT and improving histology. Adefovir dipivoxil has been shown to be well tolerated in longterm therapy. Renal toxicity reported in higher dosages is rarely seen except among patients with creatinine clearance less than 50 ml/min. Adefovir resistance may emerge and the overall rate is much lower than lamivudine, reaching 18% after 4 years of therapy. Adefovir-resistant mutants (rt N236T) are susceptible to lamivudine and entecavir. Little data is available for durability of response off therapy. Entecavir is an oral nucleoside analogue with a recommended dosage of 0.5 mg daily for nucleoside-naive patients, and 1 mg daily for lamivudine-refractory patients. It is a potent antiviral and may also reduced intrahepatitic cccDNA. Entecavir resistance so far has only been detected in lamivudine resistant patients in the one-year studies. Patient counseling is very important to decide on the choice among available therapeutic options. The assessment of the risks/benefits of each option should be carefully explained to individual patient.
    Matched MeSH terms: Adenine/analogs & derivatives*; Adenine/therapeutic use
  8. Moad AI, Muhammad TS, Oon CE, Tan ML
    Cell Biochem Biophys, 2013 Jul;66(3):567-87.
    PMID: 23300026 DOI: 10.1007/s12013-012-9504-5
    Autophagy is an evolutionarily conserved lysosomal degradation pathway and plays a critical role in the homeostatic process of recycling proteins and organelles. Functional relationships have been described between apoptosis and autophagy. Perturbations in the apoptotic machinery have been reported to induce autophagic cell deaths. Inhibition of autophagy in cancer cells has resulted in cell deaths that manifested hallmarks of apoptosis. However, the molecular relationships and the circumstances of which molecular pathways dictate the choice between apoptosis and autophagy are currently unknown. This study aims to identify specific gene expression of rapamycin-induced autophagy and the effects of rapamycin when the autophagy process is inhibited. In this study, we have demonstrated that rapamycin is capable of inducing autophagy in T-47D breast carcinoma cells. However, when the autophagy process was inhibited by 3-MA, the effects of rapamycin became apoptotic. The Phlda1 gene was found to be up-regulated in both autophagy and apoptosis and silencing this gene was found to reduce both activities, strongly suggests that Phlda1 mediates and positively regulates both autophagy and apoptosis pathways.
    Matched MeSH terms: Adenine/analogs & derivatives; Adenine/pharmacology
  9. Zhong L, Liu Q, Ting YS, Thien VY, Binti Kalong NS, Yang D, et al.
    Chem Biol Drug Des, 2018 12;92(6):1998-2008.
    PMID: 30043441 DOI: 10.1111/cbdd.13371
    Overexpression of thioredoxin-interacting protein (TXNIP) is associated with reduced insulin sensitivity and β-cell apoptosis. We have previously shown that W2476 inhibited high glucose-induced TXNIP expression at both mRNA and protein levels in INS-1E cells. In this study, we describe structural modification and optimization of W2476 leading to three more active derivatives, 8d, 8g, and 9h, capable of suppressing TXNIP expression in BG73 and INS-1E cells, increasing insulin production, and reducing high glucose-induced apoptosis in INS-1E cells.
    Matched MeSH terms: Adenine/analogs & derivatives; Adenine/pharmacology*
  10. Zulkifli, Y., Alitheen, N.B., Son, R., Raha, A.R., Samuel, L., Yeap, S.K., et al.
    MyJurnal
    In this study, RAPD-PCR and ERIC-PCR were used to study the epidemiology of V. parahaemolyticus isolated from cockles in Padang, Indonesia. The Gold Oligo OPAR3 primer produced bands ranged from 1-8 with sizes from 0.2 – 5.0 kb and the Gold Oligo OPAR8 primer produced 1-7 bands with sizes 0.7 – 1.5 kb. Both primers produced twenty five RAPD patterns with a few isolates failed to produce any products. Based on phylogenetic dendrogram, all the isolates can be divided into 6 major clusters with similarity between 0 to 52%. For the ERIC primer, it produced bands ranged from 3-15 with sizes from 0.1 – 5.0 kb and twenty seven different ERIC patterns. Construction of the phylogenetic dendogram showed the isolates can be divided into 4 major clusters with similarity between 56 to 86%. The high diversity of both processes may be due to the multiple contamination sources of V. parahaemolyticus.
    Matched MeSH terms: Adenine Nucleotides
  11. Samanthi P, Mohd Puad A, Suhaimi N, Kumar S, Nor Aini A
    Sains Malaysiana, 2013;42:1505-1510.
    Kenaf (Hibiscus cannabinus L.) is a versatile plant with multiuse ranging from animal feed to a wide variety of biocomposite products such as pulp and paper and fibre reinforce plastic. Therefore genetically improved planting materials are needed to tailor made requirement of the industry. Thus, development of plant regeneration through callus is important for in vitro genetic manipulation of kenaf. Currently development of successful genetic transformation of kenaf is through in planta transformation means. In vitro shoot regeneration was conducted using leaf explants from varieties V36 and G4 treated to three different combinations of N6 Benzyl adenine (BA) and Indole-3-butyric acid (IBA). High percentage of healthy callus induction was produced in MS medium supplemented with combination of 1.5 mgL-1 BA and 0.5 mgL-1 IBA. In addition 68.7% plant regeneration was obtained in MS medium supplemented with 0.3 mgL-1 GA3. All plantlets produced roots in hormone free medium. There was no significant difference among varieties in terms of callus induction (number of callus) and plant regeneration (number of plantlets). This protocol is useful to be used for the development of gene transformation protocol of kenaf through callus.
    Matched MeSH terms: Adenine
  12. Al-Shara B, Taha RM, Mohamad J, Elias H, Khan A
    Plants (Basel), 2020 Mar 12;9(3).
    PMID: 32178429 DOI: 10.3390/plants9030360
    A highly efficient protocol for regeneration of Carica papaya L. cv. Eksotika somatic embryos from immature zygotic embryos was developed. This study was designed to overcome the obstacles in regeneration of somatic embryos from immature zygotic embryos of "Eksotika", especially problems associated with formation of better root quality and callus formation at the base of somatic embryos. Somatic embryos were generated by incubation of immature zygotic embryos in half-strength salt Murashige and Skoog (MS) medium with full-strength vitamins supplemented with 7.5 mg L-1 2,4-D, 100 mg L-1 L-glutamine, 50 mg L-1myo-inositol, 45 mg L-1 adenine sulphate, 0.33% gelrite, and 6% sucrose, followed by transfer to maturation medium consisting of ½ MS medium supplemented with 5 mg L-1 phloroglucinol, 100 mg L-1 L-glutamine, 100 mg L-1myo-inositol, 68 mg L-1 adenine sulphate, 0.38% gelrite, and 3% sucrose. After that, well-formed somatic embryos were transferred to MS medium containing 3% sucrose and 0.8% agar for shoot production. The embryos were elongated in MS medium supplemented with 1 mg L-1 gibberellic acid, 0.5 mg L-1 indole-3-butyric acid, 100 mg L-1myo-inositol, and 3.76 mg L-1 riboflavin. Root regeneration was achieved on MS medium containing 7.9 mg L-1 phloroglucinol and supported with vermiculite after 4 days of cultivation on ½ MS medium with 2 mg L-1 indole-3-butyric acid. After the rooting phase, in vitro plantlets were acclimatized in peat moss soil.
    Matched MeSH terms: Adenine
  13. Wong XK, Yeong KY
    Curr Med Chem, 2021 Oct 27;28(34):7076-7121.
    PMID: 33588718 DOI: 10.2174/0929867328666210215113828
    Nucleobases represent key structural motifs in biologically active molecules, including synthetic and natural products. Molecular modifications made on nucleobases or their isolation from natural sources are being widely investigated for the development of drugs with improved potency for the treatment of different diseases, such as cancer, as well as viral and bacterial infections. This review article focuses on the nucleobase analogue drug developments of the past 20 years (2000-2020). Various pharmacological and medicinal aspects of nucleobases and their analogues are discussed. The current state and limitations are also highlighted.
    Matched MeSH terms: Adenine
  14. Ooi JSY, Lim CR, Hua CX, Ng JF, New SY
    Langmuir, 2023 Oct 31;39(43):15200-15207.
    PMID: 37851548 DOI: 10.1021/acs.langmuir.3c01748
    This study investigates the effect of DNA hairpins on the stabilization of gold nanoparticles (AuNPs) against salt-induced aggregation (SIA) in label-free colorimetric biosensors. AuNPs were incubated with DNA hairpins of varying stem lengths and toehold sequences, followed by the addition of NaCl, before being subjected to ultraviolet-visible (UV-vis) measurement. Results showed that hairpins with longer stems generally provide better stabilization of AuNPs (18-bp >14-bp >10-bp). No improvement was observed for 14- and 18-bp hairpins with a toehold beyond 8A, which may be attributed to saturated adsorption of hairpins on the gold surface. For 14-bp hairpins with an 8-mer homopolymeric toehold, we observed a stabilization trend of A > C > G > T, similar to the reported trend of ssDNA. For variants containing ≥50% adenine as terminal bases, introducing cytosine or guanine as preceding bases could also result in strong stabilization. As the proportion of adenine decreases, variants with guanine or thymine provide less protection against SIA, especially for guanine-rich hairpins (≥6G) that could form G-quadruplexes. Such findings could serve as guidelines for researchers to design suitable DNA hairpins for label-free AuNP-based biosensors.
    Matched MeSH terms: Adenine
  15. Pantong W, Pederick JL, Maenpuen S, Tinikul R, Jayapalan JJ, Jovcevski B, et al.
    Protein Sci, 2023 Jun;32(6):e4654.
    PMID: 37165541 DOI: 10.1002/pro.4654
    Methylenetetrahydrofolate reductase (MTHFR) is a key metabolic enzyme in colonization and virulence of Neisseria meningitidis, a causative agent of meningococcal diseases. Here, the biochemical and structural properties of MTHFR from a virulent strain of N. meningitidis serogroup B (NmMTHFR) were characterized. Unlike other orthologs, NmMTHFR functions as a unique homohexamer, composed of three homo-dimerization partners, as shown in our 2.7 Å resolution crystal structure. Six active sites were formed solely within monomers and located away from the oligomerization interfaces. Flavin adenine dinucleotide cofactor formed hydrogen bonds with conserved sidechains, positioning its isoalloxazine ring adjacent to the overlapping binding sites of nicotinamide adenine dinucleotide (NADH) coenzyme and CH2 -H4 folate substrate. NmMTHFR utilized NADH (Km  = 44 μM) as an electron donor in the NAD(P)H-CH2 -H4 folate oxidoreductase assay, but not nicotinamide adenine dinucleotide phosphate (NADPH) which is the donor required in human MTHFR. In silico analysis and mutagenesis studies highlighted the significant difference in orientation of helix α7A (Phe215-Thr225) with that in the human enzyme. The extended sidechain of Met221 on helix α7A plays a role in stabilizing the folded structure of NADH in the hydrophobic box. This supports the NADH specificity by restricting the phosphate group of NADPH that causes steric clashes with Glu26. The movement of Met221 sidechain allows the CH2 -H4 folate substrate to bind. The unique topology of its NADH and CH2 -H4 folate binding pockets makes NmMTHFR a promising drug target for the development of new antimicrobial agents that may possess reduced off-target side effects.
    Matched MeSH terms: Adenine
  16. Wynn JP, Hamid AA, Li Y, Ratledge C
    Microbiology (Reading), 2001 Oct;147(Pt 10):2857-2864.
    PMID: 11577164 DOI: 10.1099/00221287-147-10-2857
    The biochemical events associated with the onset of lipid accumulation in Mucor circinelloides and Mortierella alpina, under conditions of nitrogen-limited growth, have been elucidated; they differ in key aspects from those described in oleaginous yeasts. The NAD+:isocitrate dehydrogenases of Mc. circinelloides and Mort. alpina were not absolutely dependent on AMP for activity. Furthermore, changes in the cellular adenine nucleotide pools and energy charge were different from those reported for oleaginous yeasts. In Mc. circinelloides ATP, ADP and AMP concentrations all decreased by 50% after nitrogen limitation, leading to a constant energy charge at the expense of the size of the total adenylate pool. Pyruvate carboxylase in Mc. circinelloides was cytosolic, having implications for the organization of lipid synthesis in filamentous fungi. As a result of the data obtained, a revised and more concerted mechanism for the initiation of storage lipid accumulation is put forward for filamentous fungi.
    Matched MeSH terms: Adenine Nucleotides/metabolism
  17. Ng KL, Khor SM
    Anal Chem, 2017 09 19;89(18):10004-10012.
    PMID: 28845664 DOI: 10.1021/acs.analchem.7b02432
    Guanine (G), adenine (A), thymine (T), and cytosine (C) are the four basic constituents of DNA. Studies on DNA composition have focused especially on DNA damage and genotoxicity. However, the development of a rapid, simple, and multiplex method for the simultaneous measurement of the four DNA bases remains a challenge. In this study, we describe a graphite-based nanocomposite electrode (Au-rGO/MWCNT/graphite) that uses a simple electro-co-deposition approach. We successfully applied the developed sensor for multiplex detection of G, A, T, and C, using square-wave voltammetry. The sensor was tested using real animal and plant DNA samples in which the hydrolysis of T and C could be achieved with 8 mol L-1 of acid. The electrochemical sensor exhibited excellent sensitivity (G = 178.8 nA/μg mL-1, A = 92.9 nA/μg mL-1, T = 1.4 nA/μg mL-1, and C = 15.1 9 nA/μg mL-1), low limit of detection (G, A = 0.5 μg mL-1; T, C = 1.0 μg mL-1), and high selectivity in the presence of common interfering factors from biological matrixes. The reliability of the established method was assessed by method validation and comparison with the ultraperformance liquid chromatography technique, and a correlation of 103.7% was achieved.
    Matched MeSH terms: Adenine/analysis*
  18. Poh F, Sing WH, Mohan PC
    Med J Malaysia, 2015 Feb;70(1):38-41.
    PMID: 26032529
    We present a case of a 53-year-old woman who developed multifocal insufficiency fractures associated with adefovir dipivoxil (ADV) induced osteomalacia, including recurring metatarsal insufficiency fractures and a subtrochanteric femoral insufficiency fracture requiring surgical fixation. She had received low-dose ADV treatment for 59 months for chronic hepatitis B viral infection at the time of presentation with subtrochanteric fracture. Imaging evidence of multifocal insufficiency fractures and metabolic disease on background of hypophosphatemia is attributed to hypophosphatemic osteomalacia from adefovir-induced renal proximal tubular dysfunction. Radiologists and clinicians should be aware of the possibility of insufficiency fractures in patients receiving ADV therapy to avoid delayed diagnosis and progression of high-risk proximal femoral fractures.
    Matched MeSH terms: Adenine
  19. Hee CS, Gun SC, Naidu R, Somnath SD, Radhakrishnan AK
    Int J Rheum Dis, 2008;11(2):148-154.
    DOI: 10.1111/j.1756-185X.2008.00350.x
    Aim: Recent studies have shown that single nucleotide polymorphisms (SNPs) have been identified within the promoter of the human interleukin-10 (IL-10) gene may participate in the pathogenesis of systemic lupus erythematosus (SLE) and may be related to disease activity. This is a pilot study that investigated the allelic and genotype frequencies of three SNPs in the human IL-10 gene promoter [rs1800896 (position: -1082G > A), rs1800871 (position: -824C > T) and rs1800872 (position: -597C > A)]among Malaysian SLE patients and normal subjects. Methods: Blood was drawn from 44 SLE patients and 44 age- and sex-matched healthy control subjects for DNA extraction. The SNPs were identified using the polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method. Results: There was no significant difference in the genotype and allele frequencies between the SLE patients and control subjects. A statistically significant difference was detected in the haplotype frequencies between the patients and controls (P = 0.004). Conclusions: There is a significant difference in the haplotype frequencies between the SLE patients and controls; the SNPs in the human IL-10 gene promoter could play an important role in the pathogenesis of SLE. © 2008 Asia Pacific League of Associations for Rheumatology and Blackwell Publishing Asia Pty Ltd.
    Matched MeSH terms: Adenine
  20. Pathan RK, Biswas M, Khandaker MU
    Chaos Solitons Fractals, 2020 Sep;138:110018.
    PMID: 32565626 DOI: 10.1016/j.chaos.2020.110018
    SARS-CoV-2, a novel coronavirus mostly known as COVID-19 has created a global pandemic. The world is now immobilized by this infectious RNA virus. As of June 15, already more than 7.9 million people have been infected and 432k people died. This RNA virus has the ability to do the mutation in the human body. Accurate determination of mutation rates is essential to comprehend the evolution of this virus and to determine the risk of emergent infectious disease. This study explores the mutation rate of the whole genomic sequence gathered from the patient's dataset of different countries. The collected dataset is processed to determine the nucleotide mutation and codon mutation separately. Furthermore, based on the size of the dataset, the determined mutation rate is categorized for four different regions: China, Australia, the United States, and the rest of the World. It has been found that a huge amount of Thymine (T) and Adenine (A) are mutated to other nucleotides for all regions, but codons are not frequently mutating like nucleotides. A recurrent neural network-based Long Short Term Memory (LSTM) model has been applied to predict the future mutation rate of this virus. The LSTM model gives Root Mean Square Error (RMSE) of 0.06 in testing and 0.04 in training, which is an optimized value. Using this train and testing process, the nucleotide mutation rate of 400th patient in future time has been predicted. About 0.1% increment in mutation rate is found for mutating of nucleotides from T to C and G, C to G and G to T. While a decrement of 0.1% is seen for mutating of T to A, and A to C. It is found that this model can be used to predict day basis mutation rates if more patient data is available in updated time.
    Matched MeSH terms: Adenine
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