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1.
Eur J Med Chem ; 270: 116381, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38604097

RESUMO

The high prevalence of methicillin-resistant Staphylococcus aureus (MRSA) strains and the formation of non-growing, dormant "persisters" subsets help bacteria evade antibiotic treatment and enhance bacterial resistance, which poses a serious threat to human life and health. It is urgent to discover novel antibacterial therapies effective against MRSA persisters. Thymol is a common nutraceutical with weak antibacterial and antitumor activities. A series of Thymol triphenylphosphine (TPP) conjugates (TPP-Thy3) was designed and synthesized. These compounds showed significantly improved inhibitory activity against Gram-positive bacteria compared with Thymol. Among them, Thy3d displayed a low probability of resistance selection and showed excellent biocompatibility. Interestingly, Thy3d elicited a rapid killing effect of MRSA persisters (99.999%) at high concentration. Fluorescence experiments, electron microscopy, molecular dynamics simulation and bilayer experiment confirmed that Thy3d conjugates exerted potent antimicrobial activity by disrupting the integrity of the membrane of bacterial even the persister. Furthermore, Thy3d exhibited considerable efficacy in a mouse model of subcutaneous murine MRSA infection. In summary, TPP-Thy3 conjugates are a series of novel antibacterial agents and could serve as a new therapeutic strategy for combating antibiotic resistance.


Assuntos
Antibacterianos , Staphylococcus aureus Resistente à Meticilina , Compostos Organofosforados , Humanos , Animais , Camundongos , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Timol/farmacologia , Testes de Sensibilidade Microbiana , Bactérias
2.
Commun Biol ; 6(1): 1177, 2023 11 18.
Artigo em Inglês | MEDLINE | ID: mdl-37980400

RESUMO

Antimicrobial peptides are promising alternatives to conventional antibiotics. Herein, we report a class of "tadpole-like" peptides consisting of an amphipathic α-helical head and an aromatic tail. A structure-activity relationship (SAR) study of "tadpole-like" temporin-SHf and its analogs revealed that increasing the number of aromatic residues in the tail, introducing Arg to the α-helical head and rearranging the peptide topology dramatically increased antimicrobial activity. Through progressive structural optimization, we obtained two peptides, HT2 and RI-HT2, which exhibited potent antimicrobial activity, no hemolytic activity and cytotoxicity, and no propensity to induce resistance. NMR and molecular dynamics simulations revealed that both peptides indeed adopted "tadpole-like" conformations. Fluorescence experiments and electron microscopy confirmed the membrane targeting mechanisms of the peptides. Our studies not only lead to the discovery of a series of ultrashort peptides with potent broad-spectrum antimicrobial activities, but also provide a new strategy for rational design of novel "tadpole-like" antimicrobial peptides.


Assuntos
Antibacterianos , Peptídeos Antimicrobianos , Antibacterianos/farmacologia , Antibacterianos/química , Conformação Molecular , Relação Estrutura-Atividade
3.
Cell Death Differ ; 30(8): 1973-1987, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37468549

RESUMO

MAD2 is a spindle assembly checkpoint protein that participates in the formation of mitotic checkpoint complex, which blocks mitotic progression. RNF8, an established DNA damage response protein, has been implicated in mitotic checkpoint regulation but its exact role remains poorly understood. Here, RNF8 proximity proteomics uncovered a role of RNF8-MAD2 in generating the mitotic checkpoint signal. Specifically, RNF8 competes with a small pool of p31comet for binding to the closed conformer of MAD2 via its RING domain, while CAMK2D serves as a molecular scaffold to concentrate the RNF8-MAD2 complex via transient/weak interactions between its p-Thr287 and RNF8's FHA domain. Accordingly, RNF8 overexpression impairs glioma stem cell (GSC) mitotic progression in a FHA- and RING-dependent manner. Importantly, low RNF8 expression correlates with inferior glioma outcome and RNF8 overexpression impedes GSC tumorigenicity. Last, we identify PLK1 inhibitor that mimics RNF8 overexpression using a chemical biology approach, and demonstrate a PLK1/HSP90 inhibitor combination that synergistically reduces GSC proliferation and stemness. Thus, our study has unveiled a previously unrecognized CAMK2D-RNF8-MAD2 complex in regulating mitotic checkpoint with relevance to gliomas, which is therapeutically targetable.


Assuntos
Proteínas de Ciclo Celular , Glioma , Proteínas Mad2 , Humanos , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/metabolismo , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ligação a DNA/metabolismo , Glioma/genética , Glioma/metabolismo , Pontos de Checagem da Fase M do Ciclo Celular , Proteínas Mad2/genética , Proteínas Mad2/metabolismo , Mitose , Proteínas Nucleares/metabolismo , Fuso Acromático/metabolismo , Ubiquitina-Proteína Ligases/metabolismo
4.
Nat Genet ; 55(2): 178-186, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36658435

RESUMO

Precision medicine promises to transform healthcare for groups and individuals through early disease detection, refining diagnoses and tailoring treatments. Analysis of large-scale genomic-phenotypic databases is a critical enabler of precision medicine. Although Asia is home to 60% of the world's population, many Asian ancestries are under-represented in existing databases, leading to missed opportunities for new discoveries, particularly for diseases most relevant for these populations. The Singapore National Precision Medicine initiative is a whole-of-government 10-year initiative aiming to generate precision medicine data of up to one million individuals, integrating genomic, lifestyle, health, social and environmental data. Beyond technologies, routine adoption of precision medicine in clinical practice requires social, ethical, legal and regulatory barriers to be addressed. Identifying driver use cases in which precision medicine results in standardized changes to clinical workflows or improvements in population health, coupled with health economic analysis to demonstrate value-based healthcare, is a vital prerequisite for responsible health system adoption.


Assuntos
Atenção à Saúde , Medicina de Precisão , Humanos , Singapura , Medicina de Precisão/métodos , Ásia
5.
Mol Cancer Res ; 20(10): 1516-1531, 2022 10 04.
Artigo em Inglês | MEDLINE | ID: mdl-35731212

RESUMO

Patients with bladder cancer often have a poor prognosis due to the highly invasive and metastatic characteristics of bladder cancer cells. Epithelial-to-mesenchymal transition (EMT) has been causally linked to bladder cancer invasion. The E3 ubiquitin ligase, tumor necrosis factor receptor-associated factor 4 (TRAF4) has been implicated as a tumor promoter in a wide range of cancers. In contrast, here we show that low TRAF4 expression is associated with poor overall survival in patients with bladder cancer. We show that the TRAF4 gene is epigenetically silenced and that ERK mediates TRAF4 phosphorylation, resulting in lower TRAF4 protein levels in bladder cancer cells. In addition, we demonstrate that TRAF4 is inversely correlated with an EMT gene signature/protein marker expression. Functionally, by manipulating TRAF4 expression, we show that TRAF4 regulates EMT genes and epithelial and invasive properties in bladder cancer cells. Transcriptomic analysis of dysregulated TRAF4 expression in bladder cancer cell lines revealed that high TRAF4 expression enhances the bone morphogenetic protein (BMP)/SMAD and inhibits the NF-κB signaling pathway. Mechanistically, we show that TRAF4 targets the E3 ubiquitin ligase SMURF1, a negative regulator of BMP/SMAD signaling, for proteasomal degradation in bladder cancer cells. This was corroborated in patient samples where TRAF4 positively correlates with phospho-SMAD1/5, and negatively correlates with phospho-NFκb-p65. Lastly, we show that genetic and pharmacologic inhibition of SMURF1 inhibits the migration of aggressive mesenchymal bladder cancer cells. IMPLICATIONS: Our findings identify E3 ubiquitin ligase TRAF4 as a potential therapeutic target or biomarker for bladder cancer progression.


Assuntos
Fator 4 Associado a Receptor de TNF , Neoplasias da Bexiga Urinária , Proteínas Morfogenéticas Ósseas/metabolismo , Carcinógenos , Humanos , NF-kappa B/metabolismo , Transdução de Sinais , Fator 4 Associado a Receptor de TNF/genética , Fator 4 Associado a Receptor de TNF/metabolismo , Ubiquitina-Proteína Ligases/genética , Ubiquitina-Proteína Ligases/metabolismo , Neoplasias da Bexiga Urinária/genética
6.
Sci Adv ; 7(36): eabf6033, 2021 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-34516894

RESUMO

Glioblastoma (GBM) is a uniformly lethal disease driven by glioma stem cells (GSCs). Here, we use a chemical biology approach to unveil previously unknown GBM dependencies. By studying sulconazole (SN) with anti-GSC properties, we find that SN disrupts biotin distribution to the carboxylases and histones. Transcriptomic and metabolomic analyses of SN-treated GSCs reveal metabolic alterations that are characteristic of biotin-deficient cells, including intracellular cholesterol depletion, impairment of oxidative phosphorylation, and energetic crisis. Furthermore, SN treatment reduces histone biotinylation, histone acetylation, and expression of superenhancer-associated GSC critical genes, which are also observed when biotin distribution is genetically disrupted by holocarboxylase synthetase (HLCS) depletion. HLCS silencing impaired GSC tumorigenicity in an orthotopic xenograft brain tumor model. In GBM, high HLCS expression robustly indicates a poor prognosis. Thus, the dependency of GBM on biotin distribution suggests that the rational cotargeting of biotin-dependent metabolism and epigenetic pathways may be explored for GSC eradication.

7.
Diabetologia ; 64(11): 2534-2549, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34448879

RESUMO

AIMS/HYPOTHESIS: We studied the effects of heterozygous human INS gene mutations on insulin secretion, endoplasmic reticulum (ER) stress and other mechanisms in both MIN6 and human induced pluripotent stem cells (hiPSC)-derived beta-like cells, as well as the effects of prolonged overexpression of mutant human INS in MIN6 cells. METHODS: We modelled the structure of mutant C109Y and G32V proinsulin computationally to examine the in silico effects. We then overexpressed either wild-type (WT), mutant (C109Y or G32V), or both WT and mutant human preproinsulin in MIN6 cells, both transiently and stably over several weeks. We measured the levels of human and rodent insulin secreted, and examined the transcript and protein levels of several ER stress and apoptotic markers. We also reprogrammed human donor fibroblasts heterozygous for the C109Y mutation into hiPSCs and differentiated these into pancreatic beta-like cells, which were subjected to single-cell RNA-sequencing and transcript and protein analyses for ER stress and apoptotic markers. RESULTS: The computational modelling studies, and short-term and long-term expression studies in beta cells, revealed the presence of ER stress, organelle changes and insulin processing defects, resulting in a decreased amount of insulin secreted but not the ability to secrete insulin. By 9 weeks of expression of mutant human INS, dominant-negative effects of mutant INS were evident and beta cell insulin secretory capacity declined. INS+/C109Y patient-derived beta-like cells and single-cell RNA-sequencing analyses then revealed compensatory upregulation in genes involved in insulin secretion, processing and inflammatory response. CONCLUSIONS/INTERPRETATION: The results provide deeper insights into the mechanisms of beta cell failure during INS mutation-mediated diabetes disease progression. Decreasing spliced X-box binding protein 1 (sXBP1) or inflammatory response could be avenues to restore the function of the remaining WT INS allele.


Assuntos
Estresse do Retículo Endoplasmático/fisiologia , Células Secretoras de Insulina/metabolismo , Insulina/genética , Mutação , Pancreatopatias/metabolismo , Transporte Biológico , Células Cultivadas , Diabetes Mellitus/metabolismo , Técnica Indireta de Fluorescência para Anticorpo , Regulação da Expressão Gênica/fisiologia , Vetores Genéticos , Glucose/farmacologia , Humanos , Lactente , Secreção de Insulina , Células Secretoras de Insulina/efeitos dos fármacos , Células Secretoras de Insulina/ultraestrutura , Cariotipagem , Microscopia Eletrônica de Transmissão , Pancreatopatias/patologia , Células-Tronco Pluripotentes/efeitos dos fármacos , Células-Tronco Pluripotentes/metabolismo , Proinsulina/genética , Reação em Cadeia da Polimerase em Tempo Real , Transfecção
9.
Nat Commun ; 10(1): 4349, 2019 09 25.
Artigo em Inglês | MEDLINE | ID: mdl-31554791

RESUMO

Treatment of muscle-invasive bladder cancer remains a major clinical challenge. Aberrant HGF/c-MET upregulation and activation is frequently observed in bladder cancer correlating with cancer progression and invasion. However, the mechanisms underlying HGF/c-MET-mediated invasion in bladder cancer remains unknown. As part of a negative feedback loop SMAD7 binds to SMURF2 targeting the TGFß receptor for degradation. Under these conditions, SMAD7 acts as a SMURF2 agonist by disrupting the intramolecular interactions within SMURF2. We demonstrate that HGF stimulates TGFß signalling through c-SRC-mediated phosphorylation of SMURF2 resulting in loss of SMAD7 binding and enhanced SMURF2 C2-HECT interaction, inhibiting SMURF2 and enhancing TGFß receptor stabilisation. This upregulation of the TGFß pathway by HGF leads to TGFß-mediated EMT and invasion. In vivo we show that TGFß receptor inhibition prevents bladder cancer invasion. Furthermore, we make a rationale for the use of combinatorial TGFß and MEK inhibitors for treatment of high-grade non-muscle-invasive bladder cancers.


Assuntos
Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Proteínas Proto-Oncogênicas c-met/genética , Receptores de Fatores de Crescimento Transformadores beta/genética , Neoplasias da Bexiga Urinária/genética , Animais , Benzamidas/farmacologia , Linhagem Celular Tumoral , Difenilamina/análogos & derivados , Difenilamina/farmacologia , Progressão da Doença , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Transição Epitelial-Mesenquimal/genética , Feminino , Fator de Crescimento de Hepatócito/farmacologia , Humanos , Estimativa de Kaplan-Meier , Camundongos Endogâmicos BALB C , Camundongos Nus , Proteínas Proto-Oncogênicas c-met/antagonistas & inibidores , Proteínas Proto-Oncogênicas c-met/metabolismo , Pirazóis/farmacologia , Quinolinas/farmacologia , Receptores de Fatores de Crescimento Transformadores beta/antagonistas & inibidores , Receptores de Fatores de Crescimento Transformadores beta/metabolismo , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto/métodos
10.
J Chem Inf Model ; 59(1): 309-315, 2019 01 28.
Artigo em Inglês | MEDLINE | ID: mdl-30481018

RESUMO

The anticancer drug afatinib has been found to be more effective at inhibiting the oncogenic EGFR mutant exon 19 deletion (19del) over the oncogenic EGFR mutant L858R. The underlying mechanism has been hypothesized to result from differences in structural constraints introduced by the mutations and stabilizing interactions afforded by a buried water molecule in 19del (Kannan, S.; et al. Sci. Rep. 2017, 7, 1540). The COSMIC cancer database is mined for EGFR sequences to discover that several mutations in the form of Single nucleotide polymorphisms (SNPs) line this hydration cavity. In this work, the effects of these SNPs on the affinity of afatinib for EGFRWT and oncogenic mutants EGFRL858R and EGFR19del were studied using free energy perturbation and thermodynamic Integration calculations. The simulations reveal that several SNPs have significant effects on the affinity of afatinib for the mutant EGFRs carrying the SNPs and may thus have clinical implications relating to emergence of resistance to afatinib, thus potentially impacting the choice of EGFR inhibitors in the clinic.


Assuntos
Afatinib/metabolismo , Receptores ErbB/genética , Receptores ErbB/metabolismo , Simulação de Dinâmica Molecular , Polimorfismo de Nucleotídeo Único , Afatinib/farmacologia , Mineração de Dados , Receptores ErbB/antagonistas & inibidores , Receptores ErbB/química , Humanos , Mutação , Ligação Proteica/genética , Conformação Proteica , Termodinâmica
11.
J Biomol Struct Dyn ; 36(16): 4366-4377, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29237328

RESUMO

HIV polyprotein Gag is increasingly found to contribute to protease inhibitor resistance. Despite its role in viral maturation and in developing drug resistance, there remain gaps in the knowledge of the role of certain Gag subunits (e.g. p6), and that of non-cleavage mutations in drug resistance. As p6 is flexible, it poses a problem for structural experiments, and is hence often omitted in experimental Gag structural studies. Nonetheless, as p6 is an indispensable component for viral assembly and maturation, we have modeled the full length Gag structure based on several experimentally determined constraints and studied its structural dynamics. Our findings suggest that p6 can mechanistically modulate Gag conformations. In addition, the full length Gag model reveals that allosteric communication between the non-cleavage site mutations and the first Gag cleavage site could possibly result in protease drug resistance, particularly in the absence of mutations in Gag cleavage sites. Our study provides a mechanistic understanding to the structural dynamics of HIV-1 Gag, and also proposes p6 as a possible drug target in anti-HIV therapy.


Assuntos
Farmacorresistência Viral/genética , Protease de HIV/genética , HIV-1/genética , Mutação , Produtos do Gene gag do Vírus da Imunodeficiência Humana/genética , Regulação Alostérica , Sítios de Ligação/genética , Farmacorresistência Viral/efeitos dos fármacos , Infecções por HIV/prevenção & controle , Infecções por HIV/virologia , Protease de HIV/química , Protease de HIV/metabolismo , Inibidores da Protease de HIV/química , Inibidores da Protease de HIV/metabolismo , Inibidores da Protease de HIV/farmacologia , HIV-1/efeitos dos fármacos , HIV-1/fisiologia , Humanos , Modelos Moleculares , Ligação Proteica , Conformação Proteica , Produtos do Gene gag do Vírus da Imunodeficiência Humana/antagonistas & inibidores , Produtos do Gene gag do Vírus da Imunodeficiência Humana/química , Produtos do Gene gag do Vírus da Imunodeficiência Humana/metabolismo
12.
Cell Cycle ; 16(5): 457-467, 2017 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-28103138

RESUMO

The IgA receptor, Fcar (CD89) consists of 5 sequence segments: 2 segments (S1, S2) forming the potential signal peptide, 2 extracellular EC domains that include the IgA binding site, and the transmembrane and cytoplasmic tail (TM/C) region. Numerous Fcar splice variants have been reported with various combinations of the sequence segments mentioned above. Here, we report a novel splice variant termed variant APD isolated from a healthy volunteer that lacks only the IgA-binding EC1 domain. Despite possessing the complete signal peptide S1+S2, the variant APD is only found in the intracellular space whereas the wild-type variant 1 is efficiently secreted and variant 4 leaks to the extracellular space. Further mutational experiments involving signal peptide replacements, cleavage site modifications, and studies on alternative isoforms demonstrate that despite the completeness of the signal peptide motif, the presence of the EC1 domain is essential for efficient extracellular export.


Assuntos
Processamento Alternativo/genética , Antígenos CD/genética , Sinais Direcionadores de Proteínas/genética , Receptores Fc/genética , Via Secretória , Sequência de Aminoácidos , Antígenos CD/química , Antígenos CD/metabolismo , Espaço Extracelular/metabolismo , Citometria de Fluxo , Proteínas de Fluorescência Verde/metabolismo , Células HEK293 , Humanos , Microscopia Confocal , Reação em Cadeia da Polimerase , Transporte Proteico , Receptores Fc/química , Receptores Fc/metabolismo , Deleção de Sequência
13.
Acta Biomater ; 37: 155-64, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27079762

RESUMO

UNLABELLED: We report here structure-property relationship between linear and branched polyethylene imines by examining their antimicrobial activities against wide range of pathogens. Both the polymers target the cytoplasmic membrane of bacteria and yeasts, eliciting rapid microbicidal properties. Using multiscale molecular dynamic simulations, we showed that, in both fully or partially protonated forms LPEI discriminates between mammalian and bacterial model membranes whereas BPEI lacks selectivity for both the model membranes. Simulation results suggest that LPEI forms weak complex with the zwitterionic lipids whereas the side chain amino groups of BPEI sequester the zwitterionic lipids by forming tight complex. Consistent with these observations, label-free cell impedance measurements, cell viability assays and high content analysis indicate that BPEI is cytotoxic to human epithelial and fibroblasts cells. Crosslinking of BPEI onto electrospun gelatin mats attenuate the cytotoxicity for fibroblasts while retaining the antimicrobial activity against Gram-positive and yeasts strains. PEI crosslinked gelatin mats elicit bactericidal activity by contact-mediated killing and durable to leaching for 7days. The potent antimicrobial activity combined with enhanced selectivity of the crosslinked ES gelatin mats would expand the arsenel of biocides in the management of superficial skin infections. The contact-mediated microbicidal properties may avert antimicrobial resistance and expand the diversity of applications to prevent microbial contamination. STATEMENT OF SIGNIFICANCE: Current commercially available advanced wound dressings are either impregnated with metallic silver or silver salts which have side effects or may not avert antimicrobial resistance. In this article, we have used multidisciplinary approach comprising of computational, chemical and biological methods to understand the antimicrobial properties and biocompatibility of linear (LPEI) and branched (BPEI) polyethylenimines. We then applied this knowledge to develop dual purpose wound dressings containing these polymers, which encourages healing while maintain antimicrobial activity. In addition, the approach can be expanded to rationalize the antimicrobial vs. cytotoxicity of other cationic polymers and the method of crosslinking would enhance their potentials as biocides for advanced materials.


Assuntos
Bandagens , Desinfetantes/farmacologia , Membranas Artificiais , Polietilenoimina/química , Animais , Antibacterianos/farmacologia , Morte Celular/efeitos dos fármacos , Linhagem Celular , Reagentes de Ligações Cruzadas/química , Farmacorresistência Bacteriana/efeitos dos fármacos , Células Epiteliais/citologia , Células Epiteliais/efeitos dos fármacos , Fibroblastos/citologia , Fibroblastos/efeitos dos fármacos , Gelatina/química , Humanos , Indóis/química , Testes de Sensibilidade Microbiana , Simulação de Dinâmica Molecular , Polímeros/química , Sus scrofa
14.
NPJ Breast Cancer ; 1: 15012, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-28721368

RESUMO

Therapeutic efficacy resulting from combining Trastuzumab and Pertuzumab in the treatment of Her2 overexpressing breast cancer patients has been shown to increase patient survival. This is thought to arise from inhibition of receptor dimerization and the immune tagging of the cancer cells; however, the underlying molecular mechanisms have remained enigmatic. Previously, a molecular modeling study suggested that this resulted from colocalization of the two antibodies on to the extracellular domain of Her2. We report here the experimental characterization of this interaction by measuring the binding kinetics of these two whole antibodies and their F(ab)s to the extracellular domain of Her2 in solution. We found that both antibodies (the whole antibodies and the fragments) colocalized on to Her2, but did not augment the binding of each other.

15.
Bioinformatics ; 30(22): 3270-1, 2014 Nov 15.
Artigo em Inglês | MEDLINE | ID: mdl-25095882

RESUMO

SUMMARY: There have been numerous applications developed for decoding and visualization of ab1 DNA sequencing files for Windows and MAC platforms, yet none exists for the increasingly popular smartphone operating systems. The ability to decode sequencing files cannot easily be carried out using browser accessed Web tools. To overcome this hurdle, we have developed a new native app called DNAApp that can decode and display ab1 sequencing file on Android and iOS. In addition to in-built analysis tools such as reverse complementation, protein translation and searching for specific sequences, we have incorporated convenient functions that would facilitate the harnessing of online Web tools for a full range of analysis. Given the high usage of Android/iOS tablets and smartphones, such bioinformatics apps would raise productivity and facilitate the high demand for analyzing sequencing data in biomedical research. AVAILABILITY AND IMPLEMENTATION: The Android version of DNAApp is available in Google Play Store as 'DNAApp', and the iOS version is available in the App Store. More details on the app can be found at www.facebook.com/APDLab; www.bii.a-star.edu.sg/research/trd/apd.php The DNAApp user guide is available at http://tinyurl.com/DNAAppuser, and a video tutorial is available on Google Play Store and App Store, as well as on the Facebook page. CONTACT: samuelg@bii.a-star.edu.sg.


Assuntos
Aplicativos Móveis , Análise de Sequência de DNA/métodos , Humanos , Internet
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