Phenotype Classification of Zebrafish Embryos by Supervised Learning

Zebrafish is increasingly used to assess biological properties of chemical substances and thus is becoming a specific tool for toxicological and pharmacological studies. The effects of chemical substances on embryo survival and development are generally evaluated manually through microscopic observation by an expert and documented by several typical photographs. Here, we present a methodology to automatically classify brightfield images of wildtype zebrafish embryos according to their defects by using an image analysis approach based on supervised machine learning. We show that, compared to manual classification, automatic classification results in 90 to 100% agreement with consensus voting of biological experts in nine out of eleven considered defects in 3 days old zebrafish larvae. Automation of the analysis and classification of zebrafish embryo pictures reduces the workload and time required for the biological expert and increases the reproducibility and objectivity of this classification.     

Binding of ADP to beef-heart mitochondrial ATPase (F1)

1. ADP binding to beef-heart mitochondrial ATPase (F1), in the absence of Mg2+, has been determined by separating the free ligand by ultrafiltration and determining it in the filtrate by a specially modified isotachophoretic procedure. 2. Since during the binding experiments the 'tightly' bound ADP (but not the ATP) dissociates, it is necessary to take this into account in calculating the binding parameters. 3. The binding data show that only one tight binding site (Kd about 0.5 microM) for ADP is present. 4. It is not possible to calculate from the binding data alone the number of or the dissociation constants for the weak binding sites. It can be concluded, however, that the latter is not less than about 50 microM.     

An ELISA for detection of apoptosis.

We describe a simple and convenient enzyme-linked immunosorbent assay (ELISA) for the detection of apoptosis in tissue culture. An early event in apoptosis is DNA fragmentation followed by release of nucleosomes into the cytoplasm. Our sandwich assay uses a pair of monoclonal antibodies specific for two nucleosomal epitopes to capture and detect cytoplasmic nucleosomes onto the ELISA plate. Our assay is about 500 times more sensitive than the detection of apoptotic DNA ladder by agarose electrophoresis and is especially suited for the testing of large numbers of samples.     

Cell adhesion molecule in the hexactinellid Aphrocallistes vastus

Abstract. The Hexactinellida sponge Aphrocallistes vastus contains a soluble aggregation factor (AF) whose purification has been described in this communication. It is characterized by a S°_20.w value of 37 and a buoyant density of 1.45 g/cm³. The AF is a glycoporteinaceous particle composed of three major protein species; no core structure could be visualized. In the presence of Ca²⁺, the AF causes secondary aggregation of single cells. The aggregation process is temperature, pH, and ionic strength independent within a broad range. Evidence is presented indicating that two (or more) AF molecules are required for the establishment of a stable cell: cell interaction. In contrast to the AFs from demosponges, the hexactinellid AF functions species-unspecifically.     

A novel mechanism of action of corticotropin releasing factor in rat Leydig cells

We have recently demonstrated the presence in the rat Leydig cells of a corticotropin releasing factor (CRF) receptor and an inhibitory action of the peptide on human chorionic gonadotropin (hCG)-induced cAMP generation and steroidogenesis. The inhibitory action of CRF was unaffected by pertussis toxin and was completely reversed by 8-bromo-cAMP (Ulisse, S., Fabbri, A., and Dufau, M. L. (1989) J. Biol. Chem. 264, 2156-2163). In this study, we have evaluated the participation of protein kinase C in CRF action in the Leydig cells and the level of the gonadotropin signal pathway affected by CRF. Binding of 125I-labeled ovine CRF to Leydig cell membranes was reduced by GTP and guanyl-5'-yl imidodiphosphate (Gpp(NH)p), in a dose-dependent manner. Phorbol 12-myristate 13-acetate, like CRF, caused time-dependent inhibition of hCG-induced cAMP generation and steroidogenesis. This inhibitory action was reversed by 8-bromo-cAMP. Both CRF and 12-O-tetradecanoylphorbol-13-acetate did not affect 125I-hCG binding. No additive effects of CRF and the phorbol ester were observed in these studies. CRF caused a rapid translocation of protein kinase C in Leydig cells. Preincubation of cells with protein kinase C inhibitors or TPA-induced depletion of protein kinase C prevented the inhibitory actions of CRF and TPA. CRF and TPA were able to inhibit the stimulation of cAMP and testosterone production by cholera toxin and forskolin. Adenylate cyclase stimulation by Gpp(NH)p, luteinizing hormone + Gpp(NH)p, and NaF in crude membranes or by forskolin and manganese in solubilized membranes, prepared from CRF- and TPA-treated cells, was also markedly inhibited. We conclude that CRF receptors interact with a pertussis toxin-insensitive G protein (possibly Gp) in the Leydig cell and that the inhibitory action of CRF on Leydig cell function is exerted mainly on the catalytic subunit of adenylate cyclase through a direct or indirect action of protein kinase C.     

Butyrate-induced cell differentiation of cell-cycle mutants and ''wild-type'' mastocytoma cells: Histamine, 5-hydroxytryptamine and metachromatic granules as independently regulated differentiation markers

In cultures of heat-sensitive (hs; arrested at 39.5 degrees C, multiplying at 33 degrees C) and cold-sensitive (cs; arrested at 33 degrees C, multiplying at 39.5 degrees C) cell-cycle mutants that had been isolated from the same subclone (K21) of the murine P-815-X2 mastocytoma line, the degree of cell differentiation was assessed by determining the cellular histamine and 5-hydroxytryptamine (5-HT) content as well as the number of metachromatic granules per cell. The findings were compared with those obtained for 'wild-type' K21 and P-815-X2 cells. The addition of butyrate to 'wild-type' cells or to mutant cells maintained at the respective permissive temperature resulted in a relative increase in the level of all three differentiation markers. In cs mutant cells, essentially the same pronounced increase in granule numbers was observed during butyrate treatment at 39.5 degrees C and during incubation at 33 degrees C without butyrate, thereby suggesting that butyrate induces morphological cell differentiation in cs mutants via the same mechanisms as exposure to the nonpermissive temperature. In contrast, the histamine and 5-HT levels reached in hs and cs mutant cells in the presence of butyrate were higher than those observed during incubation at the nonpermissive temperature. Large quantitative differences were detected with respect to the potential of individual cell lines to express the three differentiation parameters. High levels of histamine were characteristic of 'wild-type' P-815-X2 cells treated at 33 degrees C with butyrate, while low amine levels and small numbers of granules were observed in K21 cells (i.e., the parent line of hs and cs mutants.(ABSTRACT TRUNCATED AT 250 WORDS)     

Vasopressin and angiotensin induce inositol lipid breakdown in rat adenohypophysial cells in primary culture

Adenohypophysial cells from female Wistar rats were dispersed and maintained for 4 days in primary culture in the presence of [3H]myoinositol. The effects of several releasing hormones, corticotropin-releasing factor (CRF), arginine vasopressin (AVP), angiotensin II (A II), thyrotropin-releasing hormone (TRH), and luteinizing hormone-releasing hormone (LHRH) on the liberation of labelled inositol phosphate (InsP), inositol-bisphosphate (InsP2), and inositol-trisphosphate (InsP3) from prelabelled inositol lipids were tested alone and in combination. Of the corticotropin (ACTH) secretagogues tested, AVP and A II produced a dose-dependent increase in inositol phosphate accumulation. CRF was inactive. The ED50 values of about 1 nM for both AVP and A II were close to the corresponding dissociation constants for binding to pituitary membranes: and, in the case of A II, close to the ED50 for A II-induced inhibition of pituitary membrane adenylate cyclase. The responses to A II and AVP could be inhibited by [Sar1,Ile8]A II and the AVP antagonist d(Et2)-VAVP, respectively. The magnitude of the maximal effect of AVP on accumulation of inositol phosphates was small (25% increase over basal value) suggesting that this effect was restricted to a minor subpopulation of pituitary cells (probably corticotrophes). CRF did not potentiate AVP-induced inositol phosphates accumulation. Maximal A II-induced increase in inositol phosphates accumulation represented 150% of the basal value and was partially additive with that of TRH suggesting that lactotrophes represent the main A II-sensitive subpopulation.     

Flow cytometric analysis and sorting of plant chromosomes from Petunia hybrida protoplasts

A method to obtain a high metaphase index and thereafter a plant chromosome suspension is described for Petunia hybrida (2n = 14). Mesophyll protoplast cultures have been used, giving easily disrupted cell walls and a high percentage of dividing cells after 42 h. On 2.5 mM colchicine-treated cells, metaphase indexes reaching 10% were routinely obtained. The lysis medium in which the protoplast-derived cells were disrupted was a simplified culture medium. After chromosome release, samples were stained with Hoechst 33342 dye and analysed by flow cytofluorometry. The histogram of fluorescence intensities included three peaks of metaphase chromosomes and a duplication of this flow karyotype provoked by "monochromatid chromosome." This interpretation was established after flow sorting; micronuclei could also be observed and sorted. Of the 7 chromosomes, only the largest formed a distinct peak while the others were incompletely resolved, due to the similar DNA content of various chromosomes. Model distributions of Petunia hybrida chromosomes have been computed according to the relative chromosome length. The theoretical histograms indicated that low variability is indispensable for resolving distinctive chromosome peaks. The experimental flow karyotype was consistent with one of the models having CV of 2.5%.     

Interleukin 2 receptors are expressed by alveolar macrophages during pulmonary sarcoidosis and are inducible by lymphokine treatment of normal human lung macrophages, blood monocytes, and monocyte cell lines

Expression of receptors for IL 2 was believed initially to be restricted to T cells after their activation by IL 1 and antigen. However, recently IL 2 receptors (IL 2R) were demonstrated on activated B cells by using an anti-IL 2R monoclonal antibody (anti-Tac). In this study, we examined the capacity of cultured human alveolar macrophages, blood monocytes, and myelomonocytic (HL-60) or monoblast (U937) cell lines to bind three different anti-IL 2R monoclonal antibodies before or after stimulation with the monocyte-activating agents IFN-gamma, LPS, phorbol ester, or lymphokine-containing conditioned medium. For each of the four cell populations examined, resting unstimulated cells bound little or no anti-IL 2R antibody, as shown independently by quantitative cell binding assay and by immunoperoxidase labeling. By contrast, incubation with recombinant IFN-gamma, conditioned medium, or to a lesser extent, native or recombinant IL 2 itself, resulted in a significant enhancement of anti-IL 2 receptor monoclonal antibody binding by all four populations, whereas LPS, PMA, or IL 1 had no effect. In addition, membrane binding of anti-Tac antibody, similar to that seen after stimulation of normal lung macrophages with IFN-gamma, was detected by using macrophages obtained by bronchoalveolar lavage of five patients with active pulmonary sarcoidosis. These findings are consistent with the expression of a functional IL 2R on activated cells of the monocyte lineage, since anti-Tac binding to IFN-gamma-treated HL-60 cells was inhibited by addition of excess IL-2; specific binding of anti-IL 2 monoclonal antibodies was detected in the presence of exogenous IL 2; and a 50 to 55 kD molecule was immunoprecipitated from both activated lung macrophages and T lymphoblasts by using anti-Tac antibody. We conclude that human mononuclear phagocytes can be induced by lymphokines to express IL 2R, and that such IL 2R+ macrophages can be detected in vivo during inflammation.