Zinc uptake into fibroblasts is inhibited by probenecid

Integration of a microfluidic multicellular coculture array with machine learning analysis to predict adverse cutaneous drug reactions

Adverse cutaneous reactions are potentially life-threatening skin side effects caused by drugs administered into the human body. The availability of a human-specific in vitro platform that can prospectively screen drugs and predict this risk is therefore of great importance to drug safety. However, since adverse cutaneous drug reactions are mediated by at least 2 distinct mechanisms, both involving systemic interactions between liver, immune and dermal tissues, existing in vitro skin models have not been able to comprehensively recapitulate these complex, multi-cellular interactions to predict the skin-sensitization potential of drugs. Here, we report a novel in vitro drug screening platform, which comprises a microfluidic multicellular coculture array (MCA) to model different mechanisms-of-action using a collection of simplistic cellular assays. The resultant readouts are then integrated with a machine-learning algorithm to predict the skin sensitizing potential of systemic drugs. The MCA consists of 4 cell culture compartments connected by diffusion microchannels to enable crosstalk between hepatocytes that generate drug metabolites, antigen-presenting cells (APCs) that detect the immunogenicity of the drug metabolites, and keratinocytes and dermal fibroblasts, which collectively determine drug metabolite-induced FasL-mediated apoptosis. A single drug screen using the MCA can simultaneously generate 5 readouts, which are integrated using support vector machine (SVM) and principal component analysis (PCA) to classify and visualize the drugs as skin sensitizers or non-skin sensitizers. The predictive performance of the MCA and SVM classification algorithm is then validated through a pilot screen of 11 drugs labelled by the US Food and Drug Administration (FDA), including 7 skin-sensitizing and 4 non-skin sensitizing drugs, using stratified 4-fold cross-validation (CV) on SVM. The predictive performance of our in vitro model achieves an average of 87.5% accuracy (correct prediction rate), 75% specificity (prediction rate of true negative drugs), and 100% sensitivity (prediction rate of true positive drugs). We then employ the MCA and the SVM training algorithm to prospectively identify the skin-sensitizing likelihood and mechanism-of-action for obeticholic acid (OCA), a farnesoid X receptor (FXR) agonist which has undergone clinical trials for non-alcoholic steatohepatitis (NASH) with well-documented cutaneous side effects.

GA3 stimulates the formation and germination of somatic embryos and the expression of a KNOTTED-like homeobox gene of Cocos nucifera (L.)

The micropropagation of coconut palm has progressed rapidly; yet, there are constraints with regard to the number of somatic embryos formed and their germination. To overcome these, we tested the effect of gibberellic acid and characterized genes of the KNOX family. Gibberellic acid at 0.5 muM increased 1.5-fold the number of calli forming somatic embryos and twofold the number of somatic embryos per callus, calli with germinating embryos and the number of germinating somatic embryos per callus. With regard to the study of KNOX family genes, the complete sequences of two KNOX-like genes were obtained for CnKNOX1 and CnKNOX2. The deduced amino acid sequence of both showed highly conserved domains characteristic of KNOX genes. CnKNOX1 showed high homology with KNOX class I proteins. CnKNOX1 expression was detected throughout the embryogenesis process except in somatic embryos at the pro-globular stage, and was highest in somatic embryos at the coleoptilar stage. No detection of CnKNOX1 expression occurred in calli with aberrant embryos. The addition of gibberellic acid stimulated the expression of CnKNOX1 earlier and the relative expression at all stages was higher. CnKNOX2 expression occurred at all stages peaking at the globular stage, but gibberellic acid treatment decreased the expression. Gene expression was also analyzed in tissues of different organs of adult palms. With CnKNOX1, high level of expression was found in tissues of organs with, but not in those without, meristem, whereas CnKNOX2 expression was detected in tissues with and also in those without meristem.

Brassica GLABRA2 genes: analysis of function related to seed oil content and development of functional markers

Regulation of seed oil accumulation in oilseed rape (Brassica napus) has important economic significance. However, few genes have been characterized that affect final seed oil content. Through a mutant identification, the class IV homeodomain-ZIP transcription factor GLABRA2 (GL2) has been found to regulate seed oil accumulation in Arabidopsis, in addition to its role in trichome development. In this study, we isolated four distinct orthologues of GL2 from B. napus (AC-genome), B. rapa (A) and B. oleracea (C), using an overlapping-PCR strategy. The four GL2 orthologues were very similar, with 96.10-99.69% identity in exon regions, 75.45-93.84% in intron regions, 97.34-99.87% in amino acid sequences. Alignments of the four genes revealed that the A-genome sequences of BnaA.GL2.a from B. napus and BraA.GL2.a from B. rapa are more similar than the others, and likewise the C-genome sequences of BnaC.GL2.b from B. napus and BolC.GL2.a from B. oleracea are more similar. BnaA.GL2.a and BraA.GL2.a from the A-genome are highly expressed in roots, whilst BnaC.GL2.b and BolC.GL2.a from the C-genome are preferentially expressed in seeds. Transgenic ectopic overexpression and suppression of BnaC.GL2.b in Arabidopsis allowed further investigation of the effect on seed oil content. Overexpression generated two phenotypes: the wild-type-like and the gl2-mutant-like (an Arabidopsis glabrous mutant of gl2-2), with increases in seed oil content of 3.5-5.0% in the gl2-mutant-like transgenic plants. Suppression resulted in increases of 2.5-6.1% in seed oil content, and reduced trichome number at the leaf margins. These results suggest that BnaC.GL2.b can negatively regulate oil accumulation in Arabidopsis seeds. As a result of comparing the four GL2 genes, three A/C-genome-specific primer sets were developed and a C-genome-specific EcoRV cleavage site was identified, which can be used as functional markers to distinguish these orthologues within Brassica species. The genes identified and their molecular markers developed in this study will be valuable both for oilseed rape breeding focusing on improvement of seed oil content, and for detecting gene flow between populations.

Partial characterization of a human zinc-deficiency syndrome by differential display

The effect of the acrodermatitis enteropathica mutation (AE) on gene expression was investigated using differential display. Two differentially expressed cDNAs were partially characterized. The NA8 cDNA (HT11A anchor and HAP 8 random primer pair) was expressed in greater quantity in normal fibroblasts, was 249 bp, and hybridized to three mRNA species (2 kb, 1 kb, 0.8 kb). Northern blot analysis indicated that the relative amounts of the AE mRNA species were reduced by 73%, 75%, and 52%, respectively. The cDNA sequence exhibited 92-93% homology to the human cytochrome oxidase subunit II, as analyzed through the GenBank database. The AEG4 cDNA species (HT11G anchor and HAP 4 random, primer pair) was expressed in greater quantity in AE fibroblasts, was 197 bp, and hybridized to two mRNA species (9 kb, 4 kb). Northern blot analysis indicated that the 9-kb mRNA species was present equally in AE and normal cells, but the 4-kb mRNA species was only present in the AE fibroblasts. The cDNA sequence exhibited 92% homology to LINE1 human retrotransposons, as analyzed through the GenBank database. The functional relationship between the mutation and the reduced expression of cytochrome oxidase subunit II is unknown at this time and needs to be addressed. The increased expression of the LINE1 element in AE fibroblasts may be indicative of an insertion mutation affecting the mRNA of a protein involved in zinc transport, a prospect which requires further investigation.

The acrodermatitis enteropathica mutation affects protein expression in human fibroblasts: analysis by two-dimensional gel electrophoresis

The acrodermatitis enteropathica (AE) mutation affects zinc uptake in human fibroblasts. However, the specific biochemical lesion has not been identified. We have used the technique of two-dimensional gel electrophoresis to identify protein differences in total cell lysate isolated from normal and AE fibroblasts. Two proteins with estimated molecular weights of 49.6 and 49.9 kDa and an isoelectric point of 5.1 were identified in normal fibroblasts but absent from AE fibroblasts. The proteins were purified, subjected to in-gel trypsin digest and the resulting peptides separated by HPLC. Sequences from three peptide fragments (8, 15 and 18 amino acids) were obtained after Edman degradation. None of the fragments exhibited homology to any amino acid sequences in the nonredundant Genbank database. The 15 and 18 amino acid fragments each exhibited 100% homology to a 136 amino acid expressed sequence tag that was homologous (43%) to adipophilin. However, the 15 and 18 amino acid fragments were only 30 and 44% homologous, respectively, to corresponding regions within the expressed sequence tag. Therefore, the 49.6/49.9 kDa protein absent from AE fibroblasts was not related to adipophilin. The 8 amino acid fragment did not exhibit homology to any expressed sequence tag. Therefore, the 49.6/49.9 kDa proteins are novel and may be the cause of the reduced zinc uptake and abnormal zinc metabolism characteristic of fibroblasts carrying the AE mutation.