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ABSTRACT: Automated microscopic image analysis of immunofluorescence-stained targets on tissue sections is challenged by autofluorescent elements such as erythrocytes, which might interfere with target segmentation and quantification. Therefore, we developed an automated system (Automated REcognition of Tissue-associated Erythrocytes; ARETE) for in silico exclusion of erythrocytes. To detect erythrocytes in transmission images, a cascade of boosted decision trees of Haar-like features was trained on 8,640/4,000 areas (15 × 15 pixels) with/without erythrocytes from images of placental sections (4 µm). Ground truth data were generated on 28 transmission images. At least two human experts labelled the area covered by erythrocytes. For validation, output masks of human experts and ARETE were compared pixel-wise against a mask obtained from majority voting of human experts. F1 score, specificity, and Cohen's κ coefficients were calculated. To study the influence of erythrocyte-derived autofluorescence, we investigated the expression levels of a protein (receptor for advanced glycated end products; RAGE) in placenta and number of Ki-67-positive/cytokeratin 8-positive epithelial cells in colon sections. ARETE exhibited high sensitivity (99.87%) and specificity (99.81%) on a training-subset and processed transmission images (1,392 × 1,024 pixels) within 4 sec. ARETE and human expert's F1-scores were 0.55 versus 0.76, specificities 0.85 versus 0.92 and Cohen's κ coefficients 0.41 versus 0.68. A ranking of Cohen's κ coefficient by the scale of Fleiss certified "good agreement" between ARETE and the human experts. Applying ARETE, we demonstrated 4-14% false-positive RAGE-expression in placenta, and 18% falsely detected proliferative epithelial cells in colon, caused by erythrocyte-autofluorescence. ARETE is a fast system for in silico reduction of erythrocytes, which improves automated image analysis in research and diagnostic pathology. © 2013 International Society for Advancement of Cytometry.
Cytometry Part A 02/2013; · 3.73 Impact Factor
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Meeting of France - New EU Countries , Hradec Králové; 06/2012
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ABSTRACT: In human newborns, endogenous levels of plasma immunoglobulin G (IgG) begin to rise slowly after birth following exposure to the environment. For immunoprotection during fetal and early neonatal life, maternal IgG is provided by transplacental transport. While cellular immunoprotective IgG effects are mainly triggered by FcγRI, -RII and -RIII, transplacental IgG transfer is mediated by the MHC class I-like neonatal Fc-receptor, hFcRn. This compact review explains the mechanism of hFcRn-mediated IgG transcytosis across the placental barrier - syncytiotrophoblast and fetal endothelial cells. Restrictions of this IgG transport are summarized. These include IgG subclass discrimination and limited IgG transport before the third trimester that can cause insufficient protection from infections of preterm (≤ 35 th week) delivered babies. As hFcRn does not discriminate beneficial from hazardous IgGs, maternal auto- and alloimmune as well as therapeutic antibodies can reach the fetus. The consequences including severe diseases of the newborn are summarized in this article.
Wiener Medizinische Wochenschrift 05/2012; 162(9-10):207-13.
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ABSTRACT: Melatonin is involved in blood pressure modulation in rats and humans. Some of the effects of melatonin are presumably mediated via two G-protein-coupled receptors (MT(1) and MT(2)), but the distribution of MT(1) and MT(2) in the cardiovascular system remains to be explored comprehensively. We investigated the expression of both the receptors in the rat aorta on mRNA level by RT-PCR and real time RT-PCR as well as on protein level via western blotting and immunofluorescence microscopy. We verified MT(1) mRNA expression in the rat aorta and demonstrated the absence of MT(2) mRNA in this vessel type. MT(1) receptors were confirmed also at the protein level, and surprisingly they were preferentially localized to the tunica adventitia. Since no daily changes in MT(1) mRNA expression were detected, we suppose that the circadian changes in circulating melatonin concentrations are sufficient to mediate circadian effects of melatonin in the aorta. The localization of MT(1) in the tunica adventitia suggests an influence of melatonin on vasa vasorum function and signal transduction in the aorta wall.
Cellular and Molecular Neurobiology 06/2011; 31(8):1257-65. · 1.97 Impact Factor
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ABSTRACT: Organic anion transporting polypeptides (OATP, SLCO genes) mediate the uptake of endobiotics and drugs. Thus, their expression levels and pattern could be of relevance for cancer therapy. This prompted us to investigate the expression of poorly characterized OATPs, namely OATP2A1, OATP3A1, OATP4A1 and OATP5A1 in hepatic cancer of different origin. First, mRNA levels of all eleven OATPs were determined in paired (cancerous and adjacent non-cancerous) specimens from 43 patients with primary liver cancer (hepatocellular carcinoma, HCC; cholangiocellular carcinoma, CCC) and liver metastases from colon tumors (MLT). Real-time RT-PCR analysis revealed that all OATPs, except OATP1C1 and OATP6A1, are extensively expressed in nearly all samples. In contrast to downregulated OATP1B1, OATP1B3, OATP1A2 and OATP2B1 in cancerous vs. non-cancerous samples, an increase in OATP2A1, OATP3A1, OATP4A1 and OATP5A1 mRNA levels was seen in tumors (up to 40-fold for OATP5A1 in the MLT group). Therefore, OATP2A1, OATP3A1, OATP4A1 and OATP5A1 were further investigated by immunofluorescence microscopy on paraffin-embedded cancerous and non-cancerous sections (seven per group). OATP-derived immunoreactivity was observed in plasma membranes and cytosol of hepatic tumor cells, and additionally, in various cytokeratin 19 positive bile ducts. An increased percentage of immunoreactive cells and a higher staining intensity in cancerous vs. non-cancerous paraffin sections paralleled higher mRNA levels of OATP2A1, OATP3A1, OATP4A1 and OATP5A1 in cancerous tissues of HCC, CCC and MLT patients. The extensive expression of OATP2A1, OATP3A1, OATP4A1 and OATP5A1 in hepatic tumors of different origin suggests that these transporters might be further exploited for the discovery of novel anticancer agents.
Cancer biology & therapy 05/2011; 11(9):801-11. · 2.64 Impact Factor
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ABSTRACT: Horseradish peroxidase (HRP) is often used as a fluid-phase marker to characterize endocytic and transcytotic processes. Likewise, it has been applied to investigate the mechanisms of biliary secretion of fluid in rat liver hepatocytes. However, HRP contains mannose residues and thus binds to mannose receptors (MRs) on liver cells, including hepatocytes. To study the role of MR-mediated endocytosis of HRP transport in hepatocytes, we determined the influence of the oligosaccharid mannan on HRP biliary secretion in the isolated perfused rat liver. A 1-minute pulse of HRP was applied followed by marker-free perfusion. HRP appeared in bile with biphasic kinetics: a first peak at 7 minutes and a second peak at 15 minutes after labeling. Perfusion with 0.8 mg/mL HRP in the presence of a twofold excess of mannan reduced the first peak by 41% without effect on the second one. Together with recently published data on MR expression in rat hepatocytes this demonstrates two different mechanisms for HRP transcytosis: a rapid, receptor-mediated transport and a slower fluid-phase transport.
Journal of Biomedicine and Biotechnology 01/2010; 2010:850320. · 2.44 Impact Factor
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ABSTRACT: Analyzing in-situ tissue structures with complex shapes and textures such as multinuclear cells or cells without nuclei is still a challenge for currently available imageprocessing software. This work aims to provide a versatile system to solve such tasks provided that the structures of interests were detected by immunofluorescence microscopy. Images were automatically acquired using slide-based microscopy. Human domain-experts manually marked up tissue samples to evaluate the performance of the computer generated masks. From precision and recall a balanced F-score was computed to measure the correlation between experts and algorithm output. Exhaustive parameter optimization was conducted to ensure that the optimal input parameters were applied during evaluation of the developed algorithm. This procedure significantly increased the performance compared to manually chosen input parameters. We present an approach that can handle huge tissue areas and does not rely on nuclei detection. Once a markup has been created, the algorithm can be parameter-optimized on ground-truth data for the chosen tissue sample. Thereafter, the resulting settings could be applied automatically to the respective stitched image. Concluding, we provide new insights in physiological and pathopysiological cellular mechanisms by automating the in-situ analysis of proteins in intact tissues.
Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 01/2010; 2010:3045-8.
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ABSTRACT: Resveratrol is a naturally occurring anticancer compound present in grapes and wine that undergoes pronounced metabolism in human intestine and liver. In order to determine whether resveratrol is also bio-transformed in human breast carcinoma, metabolism experiments were conducted in breast tumor and adjacent non-tumorous specimens from 13 patients. Resveratrol was metabolized in cytosolic tissue fractions to resveratrol-3-O-sulfate: the formation rates were up to 33.5-fold higher in cancer samples than in peritumoral tissue. Further quantitative real-time RT-PCR analysis revealed similar expression of sulfotransferases SULT1A2, 1A3, and 1E1 in the paired control and tumor tissues. Sulfotransferase SULT1A1 expression was below the detection limit in all samples. Interestingly, mRNA expression of steroid sulfatase STS, but not of arylsulfatases ARS-A and ARS-B, was significantly higher (p<0.0017) in non-malignant specimens than in tumor tissue samples, which might explain the higher resveratrol-3-O-sulfate concentrations in breast cancer specimens. Cellular localization of SULT1A3 and STS was also assessed by indirect immunofluorescence on paraffin-embedded sections from control and malignant breast tissue clearly showing a correlation of qRT-PCR data with protein expression of these two enzymes. Our data elucidate the metabolism of resveratrol in malignant and non-malignant breast tissue, which must be considered in humans after oral uptake of dietary resveratrol as a chemopreventive agent.
Cancer letters 09/2009; 289(2):237-45. · 4.86 Impact Factor
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ABSTRACT: Hepatocytes take up macromolecules from the circulation by receptor-mediated and/or fluid-phase endocytosis. These molecules are either selectively or nonspecifically transported through the cell (transcytosis) and are subsequently secreted into bile. As transcytosis of diverse fluid-phase markers (FPM) is still poorly characterized, biliary secretion of two FPMs (horseradish peroxidase (HRP), FITC-Dextran) was studied in the isolated perfused rat liver following short-term (1 min) single-pulse administration. HRP was secreted into bile with a fast (5 min) and slow (15 min) transit time, while FITC-dextran appeared in bile in a single peak at 7 min. Short-time reversible cholestasis, induced by bile duct ligation (BDL), had been shown to affect HRP secretion. Here, we compare the influence of 2 h BDL on post-cholestatic biliary secretion of HRP and FITC-dextran. BDL drastically stimulated the fast component of HRP secretion into bile, but had an effect neither on the second HRP peak nor on the appearance of FITC-dextran in bile. Perfusion at low temperature (16 degrees C) under control and post-cholestatic conditions suppressed both, the second HRP peak and the appearance of FITC-dextran in bile, but uptake of FPM by endocytosis was not inhibited as the markers were secreted upon re-warming to 37 degrees C. In addition, perfusion at low temperature under control and post-cholestatic conditions delayed the appearance of the fast HRP peak in bile and it abrogated the stimulating effect of BDL on the first HRP peak. These data indicate that BDL boosts HRP secretion along a temperature-sensitive transcellular pathway and/or a paracellular route. This fast route is taken only by HRP but not by FITC-dextran, the latter being exclusively transported by a transcellular route under all conditions investigated.
Wiener Medizinische Wochenschrift 11/2008; 158(19-20):579-82.
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ABSTRACT: The supply of nutrients to the developing fetus is a major function of the human hemochorial placenta, a placenta type in which the fetal chorion is in direct contact with the maternal blood. At term, nutrients have to be transported across two cell layers in chorionic villi, the syncytiotrophoblast (STB) and fetal endothelial cells. The STB is a continuous syncytium covering the entire surface of chorionic villi. This polarized epithelium is specialized in exchange processes and membrane trafficking between the apical membrane facing the maternal blood and the basal membrane facing the fetal endothelium. To meet placental and fetal requirements, the STB selectively takes up and transports a variety of nutrients, hormones, growth factors and cytokines and also transfers passive immunity to the fetus by receptor-mediated transcytosis. In this review in vivo and in vitro systems currently used to study STB functions are discussed and the potential mechanisms of transplacental IgG, iron, lipoprotein and glucose transport are presented. As revealed in this article, the placenta is a tissue where intensive cell biological research is required to unravel endocytic trafficking pathways in a highly specialized cell such as the STB.
Traffic 11/2004; 5(10):725-38. · 4.92 Impact Factor
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ABSTRACT: Endocytosis at reduced temperature has been used to define and characterize endosome subpopulations. Thus, the temperature sensitivity of endosome subpopulations involved in transport to lysosomes and transcytosis in rat hepatocytes was analyzed applying endosome labeling in the isolated perfused rat liver with route-specific ligands in combination with temperature shift protocols. Free-flow electrophoresis (FFE) that separates membranes and organelles based on their surface charge was then applied to isolate functional endosomes. Using asialoorosomucoid (ASOR) and polymeric immunoglobulin A (pIgA) as specific ligands of the lysosomal and transcytotic route, respectively, two distinct endosome subpopulations along either pathway were separated by FFE. Upon a short (1-3 min) internalization at 37 degrees C, 125I-ASOR and fluorescein isothiocyanate (FITC)-pIgA were colocalized in common early endosomes. Following a 5-10 min chase of the ligands at 37 degrees C endosomes labeled with 125I-ASOR were separated from endosomes labeled with FITC-pIgA, indicative of two distinct late compartments along the lysosomal and transcytotic route. Internalization at 16 degrees C resulted in accumulation of both ligands in common early endosomes and, consequently, in inhibition of transport to lysosomes and transcytosis. When 125I-ASOR or 125I-pIgA were first chased into late compartments at 37 degrees C and the temperature was subsequently lowered to 16 degrees C, biliary secretion of 125I-ASOR-derived counts was arrested, while biliary output of 125I-pIgA continued. In summary, ASOR en route to lysosomes can be blocked in early as well as in late endosomes at 16 degrees C, while biliary secretion of pIgA cannot be prevented by temperature reduction once the ligand had been transferred from early to late compartments.
Electrophoresis 08/2002; 23(13):2117-29. · 3.30 Impact Factor
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ABSTRACT: Endosomes constitute a functionally, morphologically, and biochemically heterogeneous population of intracellular organelles that play a major role in sorting of incoming ligands, receptors, membrane, and lumenal content. This unit provides protocols for labeling and isolation of endosomes of polarized rat hepatocytes. By application of free-flow zone electrophoresis functional endosomal subcompartments involved in transports to lysosomes and transcytosis are resolved from each other. Methods to analyze the protein composition or acidification properties of these highly purified endosomes are also described.
Current protocols in cell biology / editorial board, Juan S. Bonifacino ... [et al.] 06/2002; Chapter 3:Unit 3.11.
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ABSTRACT: The non-covalent association of beta 2-microglobulin with MHC class I molecules and MHC class I-type molecules such as FcRn or the hemochromatosis protein (HFE) is of major importance for their function, i.e., antigen presentation, IgG transport, and regulation of iron uptake, respectively. In the human hemochorial placenta, the syncytiotrophoblast forms a continuous epithelial layer covering the villous trees, where it directly contacts maternal blood and, among many other functions, mediates uptake of maternal IgG and iron. The villous syncytiotrophoblast lacks MHC class I molecules but expresses FcRn and HFE. Since data on beta 2-microglobulin synthesis and localization in the term villous syncytiotrophoblast were contradictory, we investigated the subcellular localization of beta 2-microglobulin by immunoelectron microscopy. Synthesis in the trophoblast is demonstrated by colocalization of beta 2-microglobulin with protein disulfide isomerase, a marker protein of the endoplasmic reticulum. The presence of beta 2-microglobulin at the apical plasma membrane corresponds to the recently observed association of beta 2-microglobulin with HFE and FcRn. Localization of beta 2-microglobulin in late endosomes/lysosomes, labeled with antibodies to lysosome membrane antigen LAMP 2, suggests also a degradative route of beta 2-microglobulin internalized by fluid-phase from the maternal blood.
Histochemie 03/2002; 117(2):187-93. · 2.59 Impact Factor
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ABSTRACT: The non-covalent association of Š-microglobulin with MHC class I molecules and MHC class I-type molecules such as FcRn or the hemochromatosis protein (HFE) is of major importance for their function, i.e., antigen presentation, IgG transport, and regulation of iron uptake, respectively. In the human hemochorial placenta, the syncytiotrophoblast forms a continuous epithelial layer covering the villous trees, where it directly contacts maternal blood and, among many other functions, mediates uptake of maternal IgG and iron. The villous syncytiotrophoblast lacks MHC class I molecules but expresses FcRn and HFE. Since data on Š-microglobulin synthesis and localization in the term villous syncytiotrophoblast were contradictory, we investigated the subcellular localization of Š-microglobulin by immunoelectron microscopy. Synthesis in the trophoblast is demonstrated by colocalization of Š-microglobulin with protein disulfide isomerase, a marker protein of the endoplasmic reticulum. The presence of Š-microglobulin at the apical plasma membrane corresponds to the recently observed association of Š-microglobulin with HFE and FcRn. Localization of Š-microglobulin in late endosomes/lysosomes, labeled with antibodies to lysosome membrane antigen LAMP 2, suggests also a degradative route of Š-microglobulin internalized by fluid-phase from the maternal blood.
Histochemistry and Cell Biology - HISTOCHEMISTRY CELL BIOL. 01/2002; 117(2):187-193.
