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1.
Nat Commun ; 14(1): 5570, 2023 Sep 09.
Article in English | MEDLINE | ID: mdl-37689796

ABSTRACT

Transfer learning refers to the process of adapting a model trained on a source task to a target task. While kernel methods are conceptually and computationally simple models that are competitive on a variety of tasks, it has been unclear how to develop scalable kernel-based transfer learning methods across general source and target tasks with possibly differing label dimensions. In this work, we propose a transfer learning framework for kernel methods by projecting and translating the source model to the target task. We demonstrate the effectiveness of our framework in applications to image classification and virtual drug screening. For both applications, we identify simple scaling laws that characterize the performance of transfer-learned kernels as a function of the number of target examples. We explain this phenomenon in a simplified linear setting, where we are able to derive the exact scaling laws.

2.
Antimicrob Agents Chemother ; 66(5): e0005422, 2022 05 17.
Article in English | MEDLINE | ID: mdl-35471042

ABSTRACT

The World Health Organization (WHO) has warned that our current arsenal of antibiotics is not innovative enough to face impending infectious diseases, especially those caused by multidrug-resistant Gram-negative pathogens. Although the current preclinical pipeline is well stocked with novel candidates, the last U.S. Food and Drug Administration (FDA)-approved antibiotic with a novel mechanism of action against Gram-negative bacteria was discovered nearly 60 years ago. Of all the antibiotic candidates that initiated investigational new drug (IND) applications in the 2000s, 17% earned FDA approval within 12 years, while an overwhelming 62% were discontinued in that time frame. These "leaks" in the clinical pipeline, where compounds with clinical potential are abandoned during clinical development, indicate that scientific innovations are not reaching the clinic and providing benefits to patients. This is true for not only novel candidates but also candidates from existing antibiotic classes with clinically validated targets. By identifying the sources of the leaks in the clinical pipeline, future developmental efforts can be directed toward strategies that are more likely to flow into clinical use. In this review, we conduct a detailed failure analysis of clinical candidates with Gram-negative activity that have fallen out of the clinical pipeline over the past decade. Although limited by incomplete data disclosure from companies engaging in antibiotic development, we attempt to distill the developmental challenges faced by each discontinued candidate. It is our hope that this insight can help de-risk antibiotic development and bring new, effective antibiotics to the clinic.


Subject(s)
Anti-Bacterial Agents , Gram-Negative Bacterial Infections , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Drug Resistance, Multiple, Bacterial , Gram-Negative Bacteria , Gram-Negative Bacterial Infections/drug therapy , Gram-Negative Bacterial Infections/microbiology , Humans , United States , United States Food and Drug Administration
3.
J Bacteriol ; 201(22)2019 11 15.
Article in English | MEDLINE | ID: mdl-31481541

ABSTRACT

Conditionally essential (CE) genes are required by pathogenic bacteria to establish and maintain infections. CE genes encode virulence factors, such as secretion systems and effector proteins, as well as biosynthetic enzymes that produce metabolites not found in the host environment. Due to their outsized importance in pathogenesis, CE gene products are attractive targets for the next generation of antimicrobials. However, the precise manipulation of CE gene expression in the context of infection is technically challenging, limiting our ability to understand the roles of CE genes in pathogenesis and accordingly design effective inhibitors. We previously developed a suite of CRISPR interference-based gene knockdown tools that are transferred by conjugation and stably integrate into bacterial genomes that we call Mobile-CRISPRi. Here, we show the efficacy of Mobile-CRISPRi in controlling CE gene expression in an animal infection model. We optimize Mobile-CRISPRi in Pseudomonas aeruginosa for use in a murine model of pneumonia by tuning the expression of CRISPRi components to avoid nonspecific toxicity. As a proof of principle, we demonstrate that knock down of a CE gene encoding the type III secretion system (T3SS) activator ExsA blocks effector protein secretion in culture and attenuates virulence in mice. We anticipate that Mobile-CRISPRi will be a valuable tool to probe the function of CE genes across many bacterial species and pathogenesis models.IMPORTANCE Antibiotic resistance is a growing threat to global health. To optimize the use of our existing antibiotics and identify new targets for future inhibitors, understanding the fundamental drivers of bacterial growth in the context of the host immune response is paramount. Historically, these genetic drivers have been difficult to manipulate precisely, as they are requisite for pathogen survival. Here, we provide the first application of Mobile-CRISPRi to study conditionally essential virulence genes in mouse models of lung infection through partial gene perturbation. We envision the use of Mobile-CRISPRi in future pathogenesis models and antibiotic target discovery efforts.


Subject(s)
CRISPR-Cas Systems , Gene Editing/methods , Pneumonia, Bacterial/microbiology , Pseudomonas Infections/microbiology , Pseudomonas aeruginosa/pathogenicity , Animals , CRISPR-Associated Protein 9 , Gene Knockdown Techniques , Genes, Bacterial , Immunoblotting , Male , Mice , Mice, Inbred C57BL , Pneumonia, Bacterial/metabolism , Pseudomonas Infections/metabolism , Pseudomonas aeruginosa/genetics , Reverse Transcriptase Polymerase Chain Reaction , Type III Secretion Systems/genetics
4.
Sci Transl Med ; 11(502)2019 07 24.
Article in English | MEDLINE | ID: mdl-31341061

ABSTRACT

A number of simian and simian human immunodeficiency viruses (SIV and SHIV, respectively) have been used to assess the efficacy of HIV-1 vaccine strategies. Among these, SIVmac239 is considered among the most stringent because, unlike SHIV models, its full genome has coevolved in its macaque host and its tier 3 envelope glycoprotein (Env) is exceptionally hard to neutralize. Here, we investigated the ability of eCD4-Ig, an antibody-like entry inhibitor that emulates the HIV-1 and SIV receptor and coreceptor, to prevent SIVmac239 infection. We show that rh-eCD4-IgI39N expressed by recombinant adeno-associated virus (AAV) vectors afforded four rhesus macaques complete protection from high-dose SIVmac239 challenges that infected all eight control macaques. However, rh-eCD4-IgI39N-expressing macaques eventually succumbed to serial escalating challenge doses that were 2, 8, 16, and 32 times the challenge doses that infected the control animals. Despite receiving greater challenge doses, these macaques had significantly lower peak and postpeak viral loads than the control group. Virus isolated from three of four macaques showed evidence of strong immune pressure from rh-eCD4-IgI39N, with mutations located in the CD4-binding site, which, in one case, exploited a point-mutation difference between rh-eCD4-IgI39N and rhesus CD4. Other escape pathways associated with clear fitness costs to the virus. Our data report effective protection of rhesus macaques from SIVmac239.


Subject(s)
Dependovirus/genetics , Simian Acquired Immunodeficiency Syndrome/immunology , Simian Acquired Immunodeficiency Syndrome/prevention & control , Simian Immunodeficiency Virus/immunology , Simian Immunodeficiency Virus/pathogenicity , Animals , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Enzyme-Linked Immunosorbent Assay , Female , HEK293 Cells , Humans , Macaca mulatta , Surface Plasmon Resonance
5.
Nat Commun ; 10(1): 2127, 2019 05 09.
Article in English | MEDLINE | ID: mdl-31073154

ABSTRACT

The CRISPR-Cas9 system provides the ability to edit, repress, activate, or mark any gene (or DNA element) by pairing of a programmable single guide RNA (sgRNA) with a complementary sequence on the DNA target. Here we present a new method for small-molecule control of CRISPR-Cas9 function through insertion of RNA aptamers into the sgRNA. We show that CRISPR-Cas9-based gene repression (CRISPRi) can be either activated or deactivated in a dose-dependent fashion over a >10-fold dynamic range in response to two different small-molecule ligands. Since our system acts directly on each target-specific sgRNA, it enables new applications that require differential and opposing temporal control of multiple genes.


Subject(s)
Aptamers, Nucleotide/genetics , CRISPR-Associated Protein 9/genetics , CRISPR-Cas Systems/genetics , Gene Editing/methods , RNA, Guide, Kinetoplastida/genetics , DNA/genetics , Ligands
6.
J Infect Public Health ; 12(5): 634-639, 2019.
Article in English | MEDLINE | ID: mdl-30808593

ABSTRACT

The objectives of this review were to understand the epidemiology and outbreak of NiV infection and to discuss the preventive and control measures across different regions. We searched PubMed and Scopus for relevant articles from January 1999 to July 2018 and identified 927 articles which were screened for titles, abstracts and full texts by two review authors independently. The screening process resulted in 44 articles which were used to extract relevant information. Information on epidemiology of NiV, outbreaks in Malaysia, Singapore, Bangladesh, India and Philippines, including diagnosis, prevention, treatment, vaccines, control, surveillance and economic burden due to NiV were discussed. Interdisciplinary and multi sectoral approach is vital in preventing the emergence of NiV. It is necessary to undertake rigorous research for developing vaccines and medicines to prevent and treat NiV.


Subject(s)
Decision Making , Disease Outbreaks/prevention & control , Disease Reservoirs/veterinary , Henipavirus Infections/epidemiology , Public Health , Animals , Bangladesh/epidemiology , Disease Outbreaks/statistics & numerical data , Disease Reservoirs/virology , Henipavirus Infections/prevention & control , Humans , India/epidemiology , Malaysia/epidemiology , Nipah Virus , Philippines/epidemiology
7.
J Virol ; 93(5)2019 03 01.
Article in English | MEDLINE | ID: mdl-30541842

ABSTRACT

Broadly neutralizing antibodies (bNAbs) target five major epitopes on the HIV-1 envelope glycoprotein (Env). The most potent bNAbs have median half-maximal inhibitory concentration (IC50) values in the nanomolar range, and the broadest bNAbs neutralize up to 98% of HIV-1 strains. The engineered HIV-1 entry inhibitor eCD4-Ig has greater breadth than bNAbs and similar potency. eCD4-Ig is markedly more potent than CD4-Ig due to its C-terminal coreceptor-mimetic peptide. Here we investigated whether the coreceptor-mimetic peptide mim6 improved the potency of bNAbs with different epitopes. We observed that when mim6 was appended to the C terminus of the heavy chains of bNAbs, this sulfopeptide improved the potency of all classes of bNAbs against HIV-1 isolates that are sensitive to neutralization by the sulfopeptide alone. However, mim6 did not significantly enhance neutralization of other isolates when appended to most classes of bNAbs, with one exception. Specifically, mim6 improved the potency of bNAbs of the V3-glycan class, including PGT121, PGT122, PGT128, and 10-1074, by an average of 2-fold for all HIV-1 isolates assayed. Despite this difference, 10-1074 does not induce exposure of the coreceptor-binding site, and addition of mim6 to 10-1074 did not promote shedding of the gp120 subunit of Env. Mixtures of 10-1074 and an Fc domain fused to mim6 neutralized less efficiently than a 10-1074/mim6 fusion, indicating that mim6 enhances the avidity of this fusion. Our data show that mim6 can consistently improve the potency of V3-glycan antibodies and suggest that these antibodies bind in an orientation that facilitates mim6 association with Env.IMPORTANCE HIV-1 requires both the cellular receptor CD4 and a tyrosine-sulfated coreceptor to infect its target cells. CD4-Ig is a fusion of the HIV-1-binding domains of CD4 with an antibody Fc domain. Previous studies have demonstrated that the potency of CD4-Ig is markedly increased by appending a coreceptor-mimetic sulfopeptide to its C terminus. We investigated whether this coreceptor-mimetic peptide improves the potency of broadly neutralizing antibodies (bNAbs) targeting five major epitopes on the HIV-1 envelope glycoprotein (Env). We observed that inclusion of the sulfopeptide dramatically improved the potency of all bNAb classes against isolates with more-open Env structures, typically those that utilize the coreceptor CXCR4. In contrast, the sulfopeptide improved only V3-glycan antibodies when neutralizing primary isolates, on average by 2-fold. These studies improve the potency of one class of bNAbs, show that coreceptor-mimetic sulfopeptides enhance neutralization through distinct mechanisms, and provide insight for the design of novel multispecific entry inhibitors.


Subject(s)
Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , HIV Envelope Protein gp120/immunology , HIV-1/immunology , Peptide Fragments/immunology , Peptidomimetics/immunology , CD4 Antigens/immunology , Cell Line , Epitopes/immunology , HEK293 Cells , HIV Antibodies/immunology , HIV Infections/immunology , Humans , Neutralization Tests
8.
Aust N Z J Public Health ; 42(4): 372-374, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29697882

ABSTRACT

OBJECTIVE: The main aim of this study was to determine the content of fluoride in drinking water from sources within the sampling areas for the National Oral Health Survey (NOHS) 2011 from the Central, Northern, Western and Eastern Divisions in the Fiji Islands. METHOD: Drinking water samples were collected from taps, a waterfall, wells, creeks, streams, springs, rivers, boreholes and rain water tanks in a diverse range of rural and urban areas across the Fiji Islands. A total of 223 areas were sampled between December 2014 and June 2015. Samples were analysed for fluoride using a colorimetric assay with the Zirconyl-SPADNS Reagent. The samples were pre-treated with sodium arsenite solution prior to analysis to eliminate interference from chlorine. RESULTS: Measured fluoride concentrations ranged from 0.01 to 0.35 ppm, with a mean concentration across all samples of 0.03 + 0.04 ppm. No samples achieved the optimal level for caries prevention (0.7 ppm). The Western Division had the highest fluoride levels compared to the other Divisions. The highest single fluoride concentration was found in Valase. The drinking water for this rural area located in the Western Division is from a borehole. The lowest concentrations of fluoride were in reticulated water samples from rural areas in the Central Division, which were consistently less than those recorded in the Northern, Eastern and Western Divisions. CONCLUSION: All samples had fluoride concentrations below the optimum level required to prevent dental caries. Implications for public health: This research forms part of the objectives of the 2011 National Oral Health Survey in Fiji. At present, Fiji lacks water fluoridation and therefore a baseline of the fluoride content in drinking water supplies is essential before water fluoridation is implemented. The results from this study would be beneficial in designing caries-preventive strategies through water fluoridation and for comparing those strategies with caries prevalence overtime.


Subject(s)
Drinking Water/analysis , Drinking Water/chemistry , Fluoridation/standards , Fluorides/analysis , Water Supply , Dental Caries/prevention & control , Dental Health Surveys , Fiji , Humans , Rural Population , Surveys and Questionnaires , Urban Population
9.
J Virol ; 92(12)2018 06 15.
Article in English | MEDLINE | ID: mdl-29593050

ABSTRACT

The human immunodeficiency virus type 1 (HIV-1) entry inhibitor eCD4-Ig is a fusion of CD4-Ig and a coreceptor-mimetic peptide. eCD4-Ig is markedly more potent than CD4-Ig, with neutralization efficiencies approaching those of HIV-1 broadly neutralizing antibodies (bNAbs). However, unlike bNAbs, eCD4-Ig neutralized all HIV-1, HIV-2, and simian immunodeficiency virus (SIV) isolates that it has been tested against, suggesting that it may be useful in clinical settings, where antibody escape is a concern. Here, we characterize three new eCD4-Ig variants, each with a different architecture and each utilizing D1.22, a stabilized form of CD4 domain 1. These variants were 10- to 20-fold more potent than our original eCD4-Ig variant, with a construct bearing four D1.22 domains (eD1.22-HL-Ig) exhibiting the greatest potency. However, this variant mediated less efficient antibody-dependent cell-mediated cytotoxicity (ADCC) activity than eCD4-Ig itself or several other eCD4-Ig variants, including the smallest variant (eD1.22-Ig). A variant with the same architecture as the original eCD4-Ig (eD1.22-D2-Ig) showed modestly higher thermal stability and best prevented the promotion of infection of CCR5-positive, CD4-negative cells. All three variants, and eCD4-Ig itself, mediated more efficient shedding of the HIV-1 envelope glycoprotein gp120 than did CD4-Ig. Finally, we show that only three D1.22 mutations contributed to the potency of eD1.22-D2-Ig and that introduction of these changes into eCD4-Ig resulted in a variant 9-fold more potent than eCD4-Ig and 2-fold more potent than eD1.22-D2-Ig. These studies will assist in developing eCD4-Ig variants with properties optimized for prophylaxis, therapy, and cure applications.IMPORTANCE HIV-1 bNAbs have properties different from those of antiretroviral compounds. Specifically, antibodies can enlist immune effector cells to eliminate infected cells, whereas antiretroviral compounds simply interfere with various steps in the viral life cycle. Unfortunately, HIV-1 is adept at evading antibody recognition, limiting the utility of antibodies as a treatment for HIV-1 infection or as part of an effort to eradicate latently infected cells. eCD4-Ig is an antibody-like entry inhibitor that closely mimics HIV-1's obligate receptors. eCD4-Ig appears to be qualitatively different from antibodies, since it neutralizes all HIV-1, HIV-2, and SIV isolates. Here, we characterize three new structurally distinct eCD4-Ig variants and show that each excels in a key property useful to prevent, treat, or cure an HIV-1 infection. For example, one variant neutralized HIV-1 most efficiently, while others best enlisted natural killer cells to eliminate infected cells. These observations will help generate eCD4-Ig variants optimized for different clinical applications.


Subject(s)
Antibodies, Neutralizing/immunology , CD4 Immunoadhesins/pharmacology , CD4-Positive T-Lymphocytes/immunology , HIV Antibodies/immunology , HIV-1/immunology , Immunologic Factors/pharmacology , Recombinant Fusion Proteins/pharmacology , Animals , Antibody-Dependent Cell Cytotoxicity/immunology , CD4 Antigens/genetics , CD4 Antigens/immunology , CD4 Immunoadhesins/genetics , Cell Line , Dogs , HEK293 Cells , HIV Antibodies/pharmacology , HIV Envelope Protein gp120/immunology , HIV Infections/drug therapy , Humans
10.
Nat Chem Biol ; 13(7): 737-744, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28504677

ABSTRACT

Nonribosomal peptide synthetases (NRPSs) are multidomain modular biosynthetic assembly lines that polymerize amino acids into a myriad of biologically active nonribosomal peptides (NRPs). NRPS thioesterase (TE) domains employ diverse release strategies for off-loading thioester-tethered polymeric peptides from termination modules typically via hydrolysis, aminolysis, or cyclization to provide mature antibiotics as carboxylic acids/esters, amides, and lactams/lactones, respectively. Here we report the enzyme-catalyzed formation of a highly strained ß-lactone ring during TE-mediated cyclization of a ß-hydroxythioester to release the antibiotic obafluorin (Obi) from an NRPS assembly line. The Obi NRPS (ObiF) contains a type I TE domain with a rare catalytic cysteine residue that plays a direct role in ß-lactone ring formation. We present a detailed genetic and biochemical characterization of the entire Obi biosynthetic gene cluster in plant-associated Pseudomonas fluorescens ATCC 39502 that establishes a general strategy for ß-lactone biogenesis.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Lactones/metabolism , Peptide Synthases/metabolism , Anti-Bacterial Agents/chemistry , Biocatalysis , Lactones/chemistry , Pseudomonas fluorescens/enzymology , Pseudomonas fluorescens/genetics , Pseudomonas fluorescens/metabolism
11.
Int J Biol Sci ; 12(9): 1052-62, 2016.
Article in English | MEDLINE | ID: mdl-27570479

ABSTRACT

Alcohol consumption has long been a global problem affecting human health, and has been found to influence both fetal and adult liver functions. However, how alcohol affects human liver development and liver progenitor cells remains largely unknown. Here, we used human induced pluripotent stem cells (iPSCs) as a model to examine the effects of alcohol, on multi-stage hepatic cells including hepatic progenitors, early and mature hepatocyte-like cells derived from human iPSCs. While alcohol has little effect on endoderm development from iPSCs, it reduces formation of hepatic progenitor cells during early hepatic specification. The proliferative activities of early and mature hepatocyte-like cells are significantly decreased after alcohol exposure. Importantly, at a mature stage of hepatocyte-like cells, alcohol treatment increases two liver progenitor subsets, causes oxidative mitochondrial injury and results in liver disease phenotypes (i.e., steatosis and hepatocellular carcinoma associated markers) in a dose dependent manner. Some of the phenotypes were significantly improved by antioxidant treatment. This report suggests that fetal alcohol exposure may impair generation of hepatic progenitors at early stage of hepatic specification and decrease proliferation of fetal hepatocytes; meanwhile alcohol injury in post-natal or mature stage human liver may contribute to disease phenotypes. This human iPSC model of alcohol-induced liver injury can be highly valuable for investigating alcoholic injury in the fetus as well as understanding the pathogenesis and ultimately developing effective treatment for alcoholic liver disease in adults.


Subject(s)
Ethanol/pharmacology , Hepatocytes/cytology , Hepatocytes/drug effects , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/drug effects , Liver/cytology , Cell Differentiation/drug effects , Cells, Cultured , Endoderm/cytology , Humans , Mitochondria/drug effects , Mitochondria/metabolism , Oxidative Stress/drug effects
12.
J Virol ; 90(17): 7822-32, 2016 09 01.
Article in English | MEDLINE | ID: mdl-27334589

ABSTRACT

UNLABELLED: The HIV-1 envelope glycoprotein (Env) is a trimer of gp120/gp41 heterodimers that mediates viral entry. Env binds cellular CD4, an association which stabilizes a conformation favorable to its subsequent association with a coreceptor, typically CCR5 or CXCR4. The CD4- and coreceptor-binding sites serve as epitopes for two classes of HIV-1-neutralizing antibodies: CD4-binding site (CD4bs) and CD4-induced (CD4i) antibodies, respectively. Here we observed that, at a fixed total concentration, mixtures of the CD4i antibodies (E51 or 412d) and the CD4bs antibody VRC01 neutralized the HIV-1 isolates 89.6, ADA, SG3, and SA32 more efficiently than either antibody alone. We found that E51, and to a lesser extent 412d and 17b, promoted association of four CD4bs antibodies to the Env trimer but not to monomeric gp120. We further demonstrated that the binding of the sulfotyrosine-binding pocket by CCR5mim2-Ig was sufficient for promoting CD4bs antibody binding to Env. Interestingly, the relationship is not reciprocal: CD4bs antibodies were not as efficient as CD4-Ig at promoting E51 or 412d binding to Env trimer. Consistent with these observations, CD4-Ig, but none of the CD4bs antibodies tested, substantially increased HIV-1 infection of a CD4-negative, CCR5-positive cell line. We conclude that the ability of CD4i antibodies to promote VRC01 association with Env trimers accounts for the increase potency of VRC01 and CD4i antibody mixtures. Our data further suggest that potent CD4bs antibodies avoid inducing Env conformations that bind CD4i antibodies or CCR5. IMPORTANCE: Potent HIV-1-neutralizing antibodies can prevent viral transmission and suppress an ongoing infection. Here we show that CD4-induced (CD4i) antibodies, which recognize the conserved coreceptor-binding site of the HIV-1 envelope glycoprotein (Env), can increase the association of Env with potent broadly neutralizing antibodies that recognize the CD4-binding site (CD4bs antibodies). We further show that, unlike soluble forms of CD4, CD4bs antibodies poorly induce envelope glycoprotein conformations that efficiently bind CCR5. This study provides insight into the properties of potent CD4bs antibodies and suggests that, under some conditions, CD4i antibodies can improve their potency. These observations may be helpful to the development of vaccines designed to elicit specific antibody classes.


Subject(s)
Antibodies, Neutralizing/immunology , CD4-Positive T-Lymphocytes/immunology , HIV Antibodies/immunology , HIV-1/immunology , env Gene Products, Human Immunodeficiency Virus/immunology , Binding Sites , Cell Line , HIV-1/physiology , Humans , Protein Binding , Virus Attachment
13.
Methods Mol Biol ; 1353: 271-83, 2016.
Article in English | MEDLINE | ID: mdl-25520290

ABSTRACT

Alcohol consumption has long been associated with a majority of liver diseases and has been found to influence both fetal and adult liver functions. In spite of being one of the major causes of morbidity and mortality in the world, currently, there are no effective strategies that can prevent or treat alcoholic liver disease (ALD), due to a lack of human-relevant research models. Recent success in generation of functionally active mature hepatocyte-like cells from human-induced pluripotent cells (iPSCs) enables us to better understand the effects of alcohol on liver functions. Here, we describe the method and effect of alcohol exposure on multistage hepatic cell types derived from human iPSCs, in an attempt to recapitulate the early stages of liver tissue injury associated with ALD. We exposed different stages of iPSC-induced hepatic cells to ethanol at a pathophysiological concentration. In addition to stage-specific molecular markers, we measured several key cellular parameters of hepatocyte injury, including apoptosis, proliferation, and lipid accumulation.


Subject(s)
Cellular Reprogramming , Ethanol/pharmacology , Hepatocytes/cytology , Induced Pluripotent Stem Cells/cytology , Liver Diseases, Alcoholic/pathology , Models, Biological , Activins/pharmacology , Apoptosis/drug effects , Azo Compounds/chemistry , Biomarkers/metabolism , Cell Differentiation/drug effects , Cell Survival/drug effects , Collagen/chemistry , Drug Combinations , Gene Expression , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , Induced Pluripotent Stem Cells/drug effects , Induced Pluripotent Stem Cells/metabolism , Insulin/pharmacology , Intercellular Signaling Peptides and Proteins/pharmacology , Laminin/chemistry , Lipid Droplets/metabolism , Liver Diseases, Alcoholic/genetics , Liver Diseases, Alcoholic/metabolism , Primary Cell Culture , Proteoglycans/chemistry , Pyridines/pharmacology , Pyrimidines/pharmacology
14.
Methods Mol Biol ; 1357: 383-94, 2016.
Article in English | MEDLINE | ID: mdl-25410290

ABSTRACT

The advent of induced pluripotent stem cell (iPSC) technology has enabled the modeling of an array of specific human disease phenotypes, aiding in the increasingly important and indispensable understanding of disease progression and pathogenesis. Pluripotent stem cell-derived hepatocytes present a new avenue for drug screening and personalized drug testing toward precision medicine. CYP450 microsomal enzymes play a critical role in drug metabolism. Hence, CYP activity measurement of iPSC-derived hepatocytes is a vital prerequisite, to ensure metabolic functionality before proceeding to drug testing. Herein, we describe the protocol for measurement of different CYP450 enzyme activities in human iPSC-derived hepatocytes.


Subject(s)
Cellular Reprogramming , Cytochrome P-450 Enzyme System/biosynthesis , Hepatocytes/enzymology , Induced Pluripotent Stem Cells/cytology , Cell Adhesion , Cell Culture Techniques/methods , Cell Differentiation , Cells, Cultured , Cellular Reprogramming Techniques/methods , Culture Media/pharmacology , Cytochrome P-450 Enzyme System/genetics , Gene Expression , Hepatocytes/cytology , Humans , Luminescent Measurements , Microsomes, Liver/enzymology , RNA, Messenger/biosynthesis , Real-Time Polymerase Chain Reaction/methods
15.
Nephrology (Carlton) ; 21(10): 860-9, 2016 Oct.
Article in English | MEDLINE | ID: mdl-26599520

ABSTRACT

BACKGROUND: Maintaining adequate fluid intake has been hypothesized to be beneficial for the progression of chronic kidney disease (CKD). The aim of this study was to undertake a systematic review to determine the most effective interventions to increase water intake. METHODS: Six electronic databases were searched from 1910 until March 2015 in the English language. Additional sources through hand-searches, expert recommendations and reviews were checked. Intervention studies increasing water intake in adults through non-pharmacological methods were eligible for inclusion. The quality of included studies was assessed. RESULTS: A total of 950 studies were found of which 16 met the inclusion criteria. Eight studies were randomized controlled trials, and seven studies spanned 6 months or longer. The study populations varied and included patients with recurrent nephrolithiasis (n = 6), autosomal dominant polycystic kidney disease (n = 3), CKD (n = 1), urinary tract infection (n = 1) and other miscellaneous conditions (n = 5). The quality of the studies was mostly neutral (63%) with no studies of high quality. Interventions ranged from instruction alone to self-monitoring tools, providing water bottles and counselling and education. Most interventions successfully increased water intake with 13 studies reporting an increase of at least 500 mL. The most effective strategies were instruction and self-monitoring using urine dipstick or 24 h urine volume. CONCLUSION: All interventions carried out in the studies succeeded in increasing water intake, with none leading to decreases in intake, and these could be implemented in potential clinical trials in CKD. However, more high quality long-term intervention studies are required to further validate findings.


Subject(s)
Drinking/physiology , Renal Insufficiency, Chronic , Adult , Counseling/methods , Diagnostic Self Evaluation , Disease Management , Humans , Patient Education as Topic/methods , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/etiology , Renal Insufficiency, Chronic/physiopathology , Renal Insufficiency, Chronic/prevention & control
16.
Am J Trop Med Hyg ; 87(2): 261-3, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22855755

ABSTRACT

Canine cutaneous leishmaniasis (CCL) is a significant veterinary problem. Infected dogs also serve as parasite reservoirs and contribute to human transmission of cutaneous leishmaniasis (CL). Current treatments for CCL are cumbersome and toxic because they are prolonged and involve multiple injections of antimonials. Radio-frequency induced heat (RFH) therapy has been found to be highly effective against CL in humans. Here, we examined the efficacy of topical RFH therapy in the treatment of CL in two pet dogs. We found that RFH therapy induced complete clinical cure and lesion healing within 45 days and both dogs have remained disease free for the last 16 months. This report is the first to demonstrate that a single topical application of RFH therapy is safe and effective in inducing long-term cure of CCL.


Subject(s)
Dog Diseases/parasitology , Dog Diseases/therapy , Hyperthermia, Induced/veterinary , Leishmania/isolation & purification , Leishmaniasis, Cutaneous/veterinary , Zoonoses/parasitology , Animals , Dogs , Female , Hyperthermia, Induced/methods , Leishmaniasis, Cutaneous/parasitology , Leishmaniasis, Cutaneous/therapy , Radio Waves
17.
Article in English | MEDLINE | ID: mdl-21393971

ABSTRACT

Cutaneous leishmaniasis (CL) is a vector borne disease caused by various species of Leishmania parasite. CL is endemic in the Thar desert of Rajasthan state and Himachal Pradesh in India. Immune suppression caused by human immunodeficiency virus (HIV) infection is associated with atypical clinical presentation of CL which responds poorly to the standard treatment and causes frequent relapses. We are reporting three cases of localized and disseminated CL due to Leishmania tropica which failed to respond to conventional intralesional/intramuscular sodium stibogluconate (SSG) injections. Initially, we did not think of HIV infection because CL is endemic in this region. When patients did not respond to SSG injections, we performed enzyme-linked immunosorbent assay (ELISA) tests for HIV and they turned out to be HIV positive. Our report showed that CL is emerging as an opportunistic infection associated with HIV/AIDS and may be the first manifestation in HIV positive patients in an endemic area.


Subject(s)
AIDS-Related Opportunistic Infections/complications , AIDS-Related Opportunistic Infections/diagnosis , HIV Infections/complications , HIV Infections/diagnosis , Leishmaniasis, Cutaneous/complications , Leishmaniasis, Cutaneous/diagnosis , AIDS-Related Opportunistic Infections/drug therapy , Adult , Antimony Sodium Gluconate/therapeutic use , HIV Infections/drug therapy , Humans , Leishmaniasis, Cutaneous/drug therapy , Male
19.
BMC Public Health ; 8: 349, 2008 Oct 06.
Article in English | MEDLINE | ID: mdl-18837976

ABSTRACT

BACKGROUND: The main cause of relapse in smokers attempting to quit is inability to resist urges to smoke. Pharmacotherapy ameliorates but does not entirely prevent urges to smoke when abstinent, so other methods to resist urges to smoke might be helpful. Exercise is effective, but aerobic exercise is often impractical when urges strike. Two techniques, body scan and isometric exercise, have been shown to reduce urge intensity and nicotine withdrawal symptoms in temporarily abstinent smokers. It is unclear whether they would be used or effective in typical smokers attempting to quit. METHODS: In a pilot trial set in a UK smoking cessation clinic, 20 smokers were randomised to receive emails containing .mp3 files and .pdf illustrations of the instructions for doing the body scan and isometric exercises. Twenty smokers received no other intervention, although all 40 were receiving weekly behavioural support and nicotine replacement therapy. Carbon monoxide confirmed abstinence, nicotine withdrawal symptoms, urges to smoke, and use of the techniques to resist urges were recorded weekly for four weeks after quit day. RESULTS: 60-80% of quitters reported using the isometric exercises each week and 40-70% reported using the body scan to deal with urges. On average, these techniques were rated as 'slightly helpful' for controlling the urges. There were no large or significant differences in withdrawal symptoms or urge intensity between the two groups. The risk ratio and 95% confidence interval for exercises compared with controls for prolonged confirmed abstinence at four weeks was 0.82 (0.44-1.53). 81% of quitters intended to continue using isometric exercises and 25% body scan, while 81% and 50% respectively would recommend using these techniques to others trying to stop. CONCLUSION: Isometric exercises, and to a lesser extent body scan, were popular and perceived as somewhat helpful by quitters. The trial showed that these techniques were used and a larger trial could now be developed to examine the influence of the methods on reducing urges to smoke and increasing abstinence.


Subject(s)
Exercise , Relaxation Therapy , Smoking Cessation/methods , Adult , Confidence Intervals , Feasibility Studies , Female , Humans , Male , Middle Aged , Pilot Projects , State Medicine , United Kingdom , Young Adult
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