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Multiplex analysis of intracellular signaling pathways in lymphoid cells by microbead suspension arrays.

Phosphorylation analysis of signaling proteins is key for examining intracellular signaling pathways. Conventional biochemical approaches, e.g. immunoprecipitation, Western blot, and ELISA, have played a major role in elucidation of individual signaling events. However, these methods are laborious, time-consuming, and difficult to adapt for high throughput analysis. A multiplex approach to measure phosphorylation state of multiple signaling proteins simultaneously would significantly enhance the efficiency and scope of signaling pathway analysis for mechanistic studies and clinical application. This report describes a novel multiplex microbead suspension array approach to examine phosphoproteomic profiles in lymphoid cells. In the Jurkat T-cell leukemia line, the multiplex assay enabled targeted investigation of phosphorylation kinetics of signal transduction from receptor proximal events (tyrosine phosphoproteins CD3, Lck, Zap-70, and linker for T-cell activation) to cytosolic events (serine/threonine phosphoproteins Erk and Akt) to transcription factors (serine/threonine phosphorylated Rsk, cyclic AMP-response element-binding protein, and STAT3). To broaden the application of the multiplex analysis, signaling pathways were also studied in B-cell lymphoid tumor lines that included chronic lymphocytic leukemia lines. In these cell lines, multiplex suspension array enabled phosphoproteomic analysis of signaling cascade mediated by Syk, a homolog of Zap-70. Results obtained by multiplex analysis were confirmed by immunoprecipitation and Western blot methods. The examples of T-cell and B-cell signaling pathway analyses in this report demonstrate the utility of the multiplex suspension arrays to investigate phosphorylation dynamics and kinetics of several signaling proteins simultaneously in signal transduction pathways.

B-Lymphocytes↗

Quantitative trait loci for human muscle strength: linkage analysis of myostatin pathway genes.

This study reports the results of a multipoint linkage study that aims to unravel the genetic basis of muscle strength and muscle mass in humans. Myostatin (GDF8) is known to be a strong inhibitor of muscle growth in animals. However, studies examining human myostatin polymorphisms are rare and are limited to the GDF8 gene itself. Here, the contribution to isometric and concentric knee strength of nine key proteins involved in the myostatin pathway is studied in a nonparametric multipoint linkage analysis by means of a variance components and regression method. A sample of 367 healthy young male siblings was phenotyped on an isokinetic dynamometer and genotyped for markers of the myostatin pathway genes. Three of the loci were found significantly linked with a quantitative trait locus (QTL) for knee muscle strength. First, D13S1303 showed replication of an explorative single-point linkage study with a maximum LOD score of 2.7 (P = 0.0002). Second, maximum LOD scores of 3.4 (P = 0.00004) and 3.3 (P = 0.00005) were observed for markers D12S1042 and D12S85, respectively, at 12q12-14. Finally, marker D12S78 showed an LOD score of 2.7 at 12q22-23. We conclude that several genes involved in the myostatin pathway, but not the myostatin gene itself, are important QTLs for human muscle strength. An additional set of valuable candidate genes that were not part of the myostatin pathway was found in the chromosome 12 and 13 genomic regions.

Adolescent↗

Can we discover novel pathways using metabolomic analysis?

Metabolomic analysis aims at the identification and quantitation of all metabolites in a given biological sample. Current data acquisition and network analysis strategies are classified on the basis of pathway elucidation and characteristics of theoretical networks. The development of metabolomic methods and tools is progressing rapidly, but an understanding of the resulting data is limited owing to a fundamental lack of biochemical and physiological knowledge about network organization in plants.

Chromatography↗

Dynamic generation and qualitative analysis of metabolic pathways by a joint database/graph theoretical approach.

The dynamic generation and qualitative analysis of metabolic networks relying on continuously growing qualified metabolic data by a joint database/graph theoretical approach is described. The procedure is applied to analyze the connectivity of a metabolic network after enzyme removal and to subsequently perform shortest path analyses. The focus lies on the analysis of the connectivity of the metabolic network depending on model assumptions. Here we analyze the influence of the number of strongly connected components on the assignment of reversibility or irreversibility of the biochemical reactions.

Algorithms↗

Recombinant cytochromes c biogenesis systems I and II and analysis of haem delivery pathways in Escherichia coli.

Genetic analysis has indicated that the system II pathway for c-type cytochrome biogenesis in Bordetella pertussis requires at least four biogenesis proteins (CcsB, CcsA, DsbD and CcsX). In this study, the eight genes (ccmA-H) associated with the system I pathway in Escherichia coli were deleted. Using B. pertussis cytochrome c4 as a reporter for cytochromes c assembly, it is demonstrated that a single fused ccsBA polypeptide can replace the function of the eight system I genes in E. coli. Thus, the CcsB and CcsA membrane complex of system II is likely to possess the haem delivery and periplasmic cytochrome c-haem ligation functions. Using recombinant system II and system I, both under control of IPTG, we have begun to study the capabilities and characteristics of each system in the same organism (E. coli). The ferrochelatase inhibitor N-methylprotoporphyrin was used to modulate haem levels in vivo and it is shown that system I can use endogenous haem at much lower levels than system II. Additionally, while system I encodes a covalently bound haem chaperone (holo-CcmE), no covalent intermediate has been found in system II. It is shown that this allows system I to use holo-CcmE as a haem reservoir, a capability system II does not possess.

Amino Acid Sequence↗

Analysis of mRNA decay pathways in Saccharomyces cerevisiae.

The analysis of mRNA turnover often requires a knowledge of the pathway by which a particular mRNA is being degraded. In this article we describe experimental procedures that can be used to determine the mechanism of degradation for yeast transcripts. These approaches include the insertion of strong secondary structures to block exonuclease cleavage and thereby trap decay intermediates. In addition, mRNA decay pathways can be analyzed by using regulatable promoters to perform transcriptional pulse-chase experiments, thereby allowing the determination of precursor-product relationships during the mRNA decay process. Finally, the mechanism of mRNA degradation can also now be determined by using trans-acting mutations specific for distinct mRNA turnover pathways. Most importantly, the combination of these three approaches can often clearly define the mechanism(s) by which a given transcript is degraded.

Genes, Fungal↗

Functional coupling in rat central olfactory pathways: a coherence analysis.

This experiment determined the importance of functional coupling between structures of central olfactory pathways: the olfactory bulb (OB), anterior (APC), posterior (PPC) parts of the piriform cortex and lateral entorhinal cortex (EC). From local field potential signals obtained in awake rats, coupling during spontaneous activity was estimated with variables reflecting level of coherence computed with a dynamical method. Results revealed a clear hierarchy in the strength of coupling between structures with dissociation within the piriform cortex: PPC was more tightly coupled with the EC than with APC. Systemic injection of a cholinergic antagonist, scopolamine, suggested that tonic coupling is strongly mediated by cortico-cortical connections and not by an external synchronizer, except between OB and APC.

Action Potentials↗

Analysis of PTCH/SMO/SHH pathway genes in medulloblastoma.

Inactivation of the PTCH tumor suppressor gene occurs in a subset of sporadic medulloblastomas, suggesting that alterations in the PTCH pathway may be important in the development of this tumor. In order to address the frequency of genetic alterations affecting genes in this pathway, we used a combination of loss of heterozygosity (LOH) analysis, single-stranded conformational polymorphism (SSCP) analysis, and direct sequencing of DNA samples from sporadic primitive neuroectodermal tumors (PNETs). To identify alterations in the PTCH gene, we performed LOH analysis on 37 tumor DNA samples. Of those with matched constitutional DNA samples, one demonstrated LOH. Of those without matched constitutional DNA, six were homozygous with all markers. All exons of the PTCH gene were sequenced in these seven tumors, and three mutations were found. To identify alterations in the SHH and SMO genes, we analyzed all exons of both genes in 24 tumors with SSCP and sequenced any exons that showed aberrant band patterns. No mutations were found in either SHH or SMO in any tumor. We also identified the following genes as candidate tumor suppressors based on their roles in controlling hh/ptc signaling in Drosophila: EN-1 and EN-2, deletion of which results in a lack of cerebellar development in mice; SMAD family members 1-7, and protein kinase A subunits RIalpha, RIbeta, RIIbeta, Calpha, and Cbeta. Each of these genes was investigated in a panel of 24 matched constitutional and tumor DNA samples. Our search revealed no mutations in any of these genes. Thus, PTCH is the only gene in this complex pathway that is mutated with notable frequency in PNET. Genes Chromosomes Cancer 27:44-51, 2000.

Cerebellar Neoplasms↗

Genetic analysis of the acetan biosynthetic pathway in Acetobacter xylinum: nucleotide sequence analysis of the aceB, aceC, aceD and aceE genes.

Sequence analysis of a 5.323 kb chromosomal DNA fragment from Acetobacter xylinum involved in the biosynthesis of the exopolysaccharide acetan, revealed the presence of four ace genes designated aceB, aceC, aceD and aceE. Comparison of translated gene sequences to the databanks was used to assign putative gene functions. AceB displayed strong homology to a glucose-diphosphoprenyl beta, D-glucose transferase from Xanthomonas campestris, while AceC was homologous to a cellobiosyl-diphosphoprenyl alpha, D-mannose transferase from the same organism. Thus these genes encode enzymes catalyzing the second and third steps of the acetan biosynthetic pathway. AceD and AceE were homologous to ExoP and ExoT respectively from Rhizobium meliloti and are likely to be involved in acetan polymerization and export.

Amino Acid Sequence↗

Transcranial electric stimulation of motor pathways: a theoretical analysis.

The response to transcranial electrical stimulation of the brain is an important means of assessing motor pathways in the anesthetized patient. The purposes of this study were to elucidate the pattern of axonal excitation produced by transcranial stimulation and to demonstrate how this pattern is affected by changes in the conductivity or geometry of the skull-CSF-brain complex. To this end, analytic solutions to the problem of electrodes placed on a three shell spherical model were obtained under constant current conditions. The potentials, currents and fields generated were computed and the "activating function" was computed for an idealized set of radially organized axons in order to estimate the degree of membrane depolarization produced by stimulation. The degree to which electromagnetic/radiation effects change these solutions was also estimated. The pattern of stimulation was only slightly dependent on the conductivity and the thickness of the CSF layer. Axons very close to the anode were stimulated with lowest threshold at the brain surface. Axons further away were stimulated with higher thresholds and the point of maximum stimulation moved nearer the center of the sphere. Near the cathode, stimulation was maximal about 5-7 degrees away from the edge of the electrode but the peak magnitude of the activating function was generally 20 times lower than over the anode.

Computer Simulation↗

13C NMR isotopomer analysis of anaplerotic pathways in INS-1 cells.

Anaplerotic flux into the Kreb's cycle is crucial for glucose-stimulated insulin secretion from pancreatic beta-cells. However, the regulation of flux through various anaplerotic pathways in response to combinations of physiologically relevant substrates and its impact on glucose-stimulated insulin secretion is unclear. Because different pathways of anaplerosis generate distinct products, they may differentially modulate the insulin secretory response. To examine this question, we applied 13C-isotopomer analysis to quantify flux through three anaplerotic pathways: 1) pyruvate carboxylase of pyruvate derived from glycolytic sources; 2) pyruvate carboxylase of pyruvate derived from nonglycolytic sources; and 3) glutamate dehydrogenase (GDH). At substimulatory glucose, anaplerotic flux rate in the clonal INS-1 832/13 cells was approximately 40% of Kreb's cycle flux, with similar contributions from each pathway. Increasing glucose to 15 mm stimulated insulin secretion approximately 4-fold, and was associated with a approximately 4-fold increase in anaplerotic flux that could mostly be attributed to an increase in PC flux. In contrast, the addition of glutamine to the perfusion media stimulated GDH flux approximately 6-fold at both glucose concentrations without affecting insulin secretion rates. In conclusion, these data support the hypothesis that a signal generated by anaplerosis from increased pyruvate carboxylase flux is essential for glucose-stimulated insulin secretion in beta-cells and that anaplerosis through GDH does not play a major role in this process.

Adenosine Triphosphate↗

[Clinical pathway "laparoscopic prostatectomy". Analysis of anesthesiological procedures in a randomized study].

METHODS: In this study we investigated the anesthesiological module of a clinical pathway. We chose the pathway of "laparoscopic prostatectomy" as an example for time-consuming minimally invasive surgery and 40 patients were randomly assigned to 2 groups receiving either total intravenous anesthesia (TIVA) using propofol/ remifentanil or balanced minimal flow anesthesia using desflurane/ remifentanil. During this module the indicators of quality such as vigilance, pain, postoperative nausea and vomiting (PONV) and mobilization were measured. Costs were evaluated and analyzed by a bottom-up procedure. RESULTS: There were no anesthesia-related deviations from clinical pathways and both forms of anesthesia management were equally well tolerated by the patients. No significant difference was observed regarding hemodynamic measurements or PONV. The patients in the desflurane/ remifentanil group recovered more rapidly (p=0.037) and had more pain. The amount of analgesic agents given immediately following anesthesia was significantly higher than in the TIVA group (p=0.017). The median anesthesia costs per minute for laparoscopic prostatectomy in the propofol group were 2.79 EUR (minimum cost 2.41 EUR, maximum cost 3.21 EUR) and in the desflurane group 2.68 EUR (minimum cost 2.45 EUR, maximum cost 3.39 EUR). The total anesthesia costs for both groups were within the proceeds matrix range for diagnosis-related groups (DRG). However, the cost analysis for medication was slightly higher than the proceeds matrix range for DRGs. CONCLUSION: Both forms of anesthesia can be implemented for time-consuming surgical procedures and allow a cost-effective anesthesia management. Anesthesiological procedures must go hand-in-hand with the type of anesthesia selected. The prophylactic use of analgetics for desflurane/ remifentanil anesthesia should be given earlier and in higher doses than in propofol/ remifentanil anesthesia. The prophylactic use of antiemetics following laparoscopic procedures of long duration is indicated. Optimizing anesthesiological procedures could lead to a continuous improvement in the quality of therapeutic pathways.

Aged↗

Laparoscopy-assisted vaginal hysterectomy clinical pathway. A multivariate analysis of impact on costs and quality of care.

Numerous studies have demonstrated that a well-designed clinical pathway is an effective means of sustaining quality while controlling costs in the management of certain disease entities. We evaluated the impact that cost and medical quality have on the implementation of a clinical pathway for laparoscopy-assisted vaginal hysterectomy (LAVH). This retrospective study involved a sample of 124 patients who underwent LAVH in a medical center in central Taiwan. Patients were divided into two groups on the basis of whether they received treatment before or after implementation of the LAVH clinical pathway. The preclinical pathway group was comprised of 40 patients who underwent LAVH before clinical pathway implementation (May-December 1997). The clinical pathway group included 84 patients who underwent LAVH after implementation of the clinical pathway (January 1998-March 1999). In order to study the impact of the LAVH clinical pathway, patient characteristics were controlled by multiple linear regression. The results showed a significant reduction in cost, average length of hospital stay, and average duration of surgery and anesthesia (p < 0.01). Dependent nominal variables for clinical indicators like postoperative intravenous fluid and injection of antibiotics 48 h after surgery, and complications were analyzed by a logistic regression model. The results noted better control of antibiotic intravenous injection 48 h after surgery in the clinical pathway group (p = 0.03). The other indicators included delay of operation day, blood transfusion, patient mortality, and patients readmitted within 2 weeks. There was one operation day delay and one readmission within 2 weeks of discharge in the preclinical pathway group. Based on our results, the implementation of a clinical pathway for LAVH contains cost while maintaining quality of care, especially when the medical fees are paid under the case payment system.

Adult↗

Retention and loss of amino acid biosynthetic pathways based on analysis of whole-genome sequences.

Plants and fungi can synthesize each of the 20 amino acids by using biosynthetic pathways inherited from their bacterial ancestors. However, the ability to synthesize nine amino acids (Phe, Trp, Ile, Leu, Val, Lys, His, Thr, and Met) was lost in a wide variety of eukaryotes that evolved the ability to feed on other organisms. Since the biosynthetic pathways and their respective enzymes are well characterized, orthologs can be recognized in whole genomes to understand when in evolution pathways were lost. The pattern of pathway loss and retention was analyzed in the complete genomes of three early-diverging protist parasites, the amoeba Dictyostelium, and six animals. The nine pathways were lost independently in animals, Dictyostelium, Leishmania, Plasmodium, and Cryptosporidium. Seven additional pathways appear to have been lost in one or another parasite, demonstrating that they are dispensable in a nutrition-rich environment. Our predictions of pathways retained and pathways lost based on computational analyses of whole genomes are validated by minimal-medium studies with mammals, fish, worms, and Dictyostelium. The apparent selective advantages of retaining biosynthetic capabilities for amino acids available in the diet are considered.

Amino Acids↗

Comprehensive post-genomic data analysis approaches integrating biochemical pathway maps.

Post-genomic era research is focusing on studies to attribute functions to genes and their encoded proteins, and to describe the regulatory networks controlling metabolic, protein synthesis and signal transduction pathways. To facilitate the analysis of experiments using post-genomic technologies, new concepts for linking the vast amount of raw data to a biological context have to be developed. Visual representations of pathways help biologists to understand the complex relationships between components of metabolic networks, and provide an invaluable resource for the integration of transcriptomics, proteomics and metabolomics data sets. Besides providing an overview of currently available bioinformatic tools for plant scientists, we introduce BioPathAt, a newly developed visual interface that allows the knowledge-based analysis of genome-scale data by integrating biochemical pathway maps (BioPathAtMAPS module) with a manually scrutinized gene-function database (BioPathAtDB) for the model plant Arabidopsis thaliana. In addition, we discuss approaches for generating a biochemical pathway knowledge database for A. thaliana that includes, in addition to accurate annotation, condensed experimental information regarding in vitro and in vivo gene/protein function.

Computational Biology↗

Use of algorithmic pathways to develop quality, cost-effective clinical care.

STUDY OBJECTIVES: To analyze the cost of diagnosis and treatment associated with hydrosalpinges and pelvic adhesions using algorithmic pathways. DESIGN: Analysis of six pathways: (1) Chlamydia IgG antibody titer -> hysterosalpingogram -> diagnostic laparoscopy -> in vitro fertilization (IVF); (2) Chlamydia IgG antibody titer -> diagnostic laparoscopy -> therapeutic laparoscopy -> IVF; (3) hysterosalpingogram -> diagnostic laparoscopy -> therapeutic laparoscopy -> IVF; (4) diagnostic laparoscopy -> therapeutic laparoscopy -> IVF; (5) no treatment; and (6) IVF only. SETTING: A tertiary care practice at a university-associated hospital. PATIENTS: Patients were retrospectively chosen on the basis of availability of results of Chlamydia IgG titers, operative notes from laparoscopy, and hysterosalpingograms (HSGs). All patients identified with these three results available were included. INTERVENTIONS: Determination of results of laparoscopic treatment, IVF, and no therapy (observation only), based on the literature. MEASUREMENTS AND MAIN RESULTS: The theoretical cost to achieve pregnancy for each pathway was calculated by mathematical modeling. The greatest number of pregnancies for the least cost ($18, 883/pregnancy) was from the diagnosis and treatment of adhesions at laparoscopy with no previous screening. The least costly approach to pregnancy for blocked tubes ($26,614/pregnancy) was to start with an HSG. All pathways for adhesions and any screening pathway using HSG for hydrosalpinges were more cost effective than IVF. CONCLUSIONS: These pathways are limited, as they require several assumptions and are based on a tertiary care population. Although HSG and laparoscopy appeared to be the most cost-effective approaches to pregnancy, a primary care group may have a more cost-effective response to the use of Chlamydia trachomatis IgG antibody screening.

Algorithms↗

Quantum chemical analysis of alternative pathways for iron activation step for artemisinin, a new antimalarial drug.

Malaria is a mosquito-borne parasitic infection. It can be said that malaria is a very important tropical mosquito-borne infectious disease. The selection of antimalarial drugs depends on the species and the reported resistance pattern in each setting. Artemisinins are a new group of antimalarial drugs against the drug-resistant strains of malarial parasites. The mechanism of action of artemisinin compounds consists of two important steps: (a) activation and (b) alkylation. In the activation step by iron, there are two possible pathways for developing C-4 free radical: (a) 1.5 H-shift and (b) C-C cleavage. Here, the author performs a quantum chemical analysis of the activation reaction of artemisinin by the two alternative pathways. According to this study, the required energy for compound formation in C-C cleavage is more than that for C-O cleavage. It can be noted that the C-C cleavage pathway is less preferable, implying that the 1.5 H-shift should be the more common phenomenon.

Antimalarials↗

MetaFluxNet, a program package for metabolic pathway construction and analysis, and its use in large-scale metabolic flux analysis of Escherichia coli.

We have developed MetaFluxNet which is a stand-alone program package for the management of metabolic reaction information and quantitative metabolic flux analysis. It allows users to interpret and examine metabolic behavior in response to genetic and/or environmental modifications. As a result, quantitative in silico simulations of metabolic pathways can be carried out to understand the metabolic status and to design the metabolic engineering strategies. The main features of the program include a well-developed model construction environment, user-friendly interface for metabolic flux analysis (MFA), comparative MFA of strains having different genotypes under various environmental conditions, and automated pathway layout creation. The usefulness and functionality of the program are demonstrated by applying to metabolic pathways in E. coli. First, a large-scale in silico E. coli model is constructed using MetaFluxNet, and then the effects of carbon sources on intracellular flux distributions and succinic acid production were investigated on the basis of the uptake and secretion rates of the relevant metabolites. The results indicated that among three carbon sources available, the most reduced substrate is sorbitol which yields efficient succinic acid production. The software can be downloaded from http://mbel.kaist.ac.kr/.

Computer Simulation↗