A UPLC-MS Based Exploration of the Xenobiotic and Endogenous Metabolic Phenotypes of Pre-Clinical Models of Hepatotoxicity

Total Page:16

File Type:pdf, Size:1020Kb

A UPLC-MS Based Exploration of the Xenobiotic and Endogenous Metabolic Phenotypes of Pre-Clinical Models of Hepatotoxicity A UPLC-MS Based Exploration of the Xenobiotic and Endogenous Metabolic Phenotypes of Pre-Clinical Models of Hepatotoxicity Isobelle Grant Computational and Systems Medicine Imperial College London Submitted in partial fulfilment of the requirements for the degree of Doctor of Philosophy of Imperial College London Declaration of Originality The author certifies that this thesis, and the experiments it refers to, are their own work and that all else is appropriately referenced or acknowledged. Copyright Declaration The copyright of this thesis rests with the author and is made available under a Creative Commons Attribution Non-Commercial No Derivatives licence. Researchers are free to copy, distribute or transmit the thesis on the condition that they attribute it, that they do not use it for commercial purposes and that they do not alter, transform or build upon it. For any reuse or redistribution, researchers must make clear to others the licence terms of this work. Abstract To reduce late stage attrition during drug development, and improve the diagnosis of drug induced liver injury (DILI), a greater mechanistic understanding of DILI and improved predictive biomarkers are required. In this thesis, the xenobiotic and endogenous metabolic phenotypes of model hepatotoxins are studied in the rat using an ultra-performance liquid chromatography- mass spectrometry (UPLC-MS) based metabonomics approach. The idiosyncratic hepatotoxin Tienilic Acid (TA), was compared to its structural analogue, Tienilic Acid Isomer (TAI), which is an intrinsic hepatotoxin. TAI dosing resulted in elevated ALT activity and liver necrosis, whereas TA showed no signs of toxicity. The untargeted UPLC-MS approach revealed both previously reported and novel TA drug metabolites, including likely acyl-glucuronides and amino acid conjugates. In contrast, the TAI metabolites detected were predominantly glutathione (GSH) related; reflective of higher reactive metabolite formation. Untargeted UPLC-MS and targeted ion-pair-LC-MS revealed numerous endogenous metabolic alterations, including an elevation in hepatic and plasma ophthalmic acid, common to TA and TAI treated animals. In addition, a unique elevation in pyroglutamate was detected in response to TAI. Interestingly, both ophthalmic acid and pyroglutamic acid have previously been associated with hepatic GSH depletion and oxidative stress. Hepatic oxidative stress is a well- established mechanism in intrinsic toxicity, but has a less established role in idiosyncratic toxicity. To enable further assessment of these compounds, and other glutathione related metabolites, as potential biomarkers of hepatic oxidative stress, a quantitative UPLC-MS/MS assay was developed. Interestingly, despite TA and TAI both depleting hepatic GSH and elevating ophthalmic acid, they were found to impact other circulating metabolites in different ways. To further explore the dynamics of these metabolites, the assay was applied to plasma from paracetamol (APAP) dosed rats; a model GSH depleting hepatotoxin. Quantitative data such as these may contribute to the further development and validation of mathematical models to predict hepatic glutathione status from multiple circulating plasma biomarkers. This thesis demonstrates the utility of a UPLC-MS based approach for hypothesis generation and biomarker development. 3 Funding The author was funded through a Medical Research Council (MRC) Doctoral Training Partnership studentship. Additional funding was provided by the MRC to support a three- month internship at Oncology Innovative Medicines, AstraZeneca, Cheshire. The Imperial College London Graduate School is acknowledged for funding a 4-week research placement at the National University of Singapore. 4 Supervisors and Collaborators Supervisors: Dr. Muireann Coen Computational and Systems Medicine, Primary supervisor Imperial College London Dr. Elizabeth Want Computational and Systems Medicine, Secondary supervisor Imperial College London Prof. Jeremy Nicholson Department of Surgery and Cancer, Secondary supervisor Imperial College London Additional guidance at Imperial was provided by: Prof. Ian Wilson Computational and Systems Medicine, LC-MS method development (5) Imperial College London and APAP study (6) Dr. Leanne Nye Imperial International Phenome Training Technical guidance for LC-MS Centre, Waters & Imperial College method development (5) External placement supervisors: Dr. Filippos Oncology Innovative Medicines, Industrial placement supervisor Michopoulos AstraZeneca, Cheshire IPC-MS/MS assistance (4/5) Prof. Eric Chan & Department of Pharmacy, Placement supervision, Dr. Lian Yee Yip National University of Singapore GC-MS analyses (4*) External collaborators: Prof. Sidney Nelson & Department of Medicinal Chemistry, TA/TAI synthesis & animal study Dr. Peter Rademacher University of Washington, U.S. design (3/4/5) Prof. Robert Roth & Department of Pharmacology and TA/TAI animal work and study colleagues Toxicology, Michigan State University, US design (3/4/5) Dr. Simone Stahl & DMPK, Drug Safety and Metabolism, APAP animal work and study colleagues AstraZeneca, Alderley Park, Cheshire design (6) “(3/4/5/6)” refers to the chapter the work is featured in. (*) data are referred to but not presented 5 Table of Contents Declaration of Originality .................................................................................................... 2 Copyright Declaration ......................................................................................................... 2 1 CHAPTER 1: INTRODUCTION .................................................................................... 21 1.1 Introduction ................................................................................................................. 22 1.1.1 Aims ................................................................................................................................ 23 1.2 Drug Induced Liver Injury ............................................................................................. 24 1.3 Mechanisms of DILI ...................................................................................................... 24 1.3.1 Drug metabolism and chemically reactive metabolites (CRMs) ..................................... 25 1.3.2 Intrinsic toxicity .............................................................................................................. 26 1.3.3 Idiosyncratic drug reactions ........................................................................................... 27 1.4 Biomarkers of DILI ........................................................................................................ 29 1.4.1 New approaches to biomarker discovery: ‘-omics’ ........................................................ 29 1.5 TieniLic Acid and TieniLic Acid Isomer ............................................................................ 31 1.5.1 Summary of the clinical features associated with TA toxicity ........................................ 31 1.5.2 TA/TAI metabolism and chemically reactive metabolite formation ............................... 32 1.5.3 Immune mechanism of TA toxicity ................................................................................. 34 1.5.4 Intrinsic/ direct toxicity of TA and TAI ............................................................................ 35 1.5.5 New approaches to study TA toxicity ............................................................................. 35 1.6 ParacetamoL ................................................................................................................. 37 1.6.1 APAP metabolism ........................................................................................................... 37 1.6.2 Mechanism of toxicity .................................................................................................... 39 2 CHAPTER 2: METHODOLOGY .................................................................................... 41 2.1 Introduction ................................................................................................................. 42 2.1.1 Aims ................................................................................................................................ 42 2.2 LiQuid Chromatography ................................................................................................ 44 2.2.1 RP chromatography for medium polar and non-polar metabolite analyses .................. 44 2.2.2 Ion-pairing and HILIC for polar metabolite analyses ...................................................... 44 2.3 Mass Spectrometry ...................................................................................................... 46 2.3.1 Electrospray ionisation ................................................................................................... 46 2.3.2 Quadrupole and Time-of-Flight Mass Analysers ............................................................. 47 6 2.4 Data Pre-Processing of Untargeted LC-MS Data ............................................................ 50 2.5 Chemometrics .............................................................................................................. 53 3 CHAPTER 3: TA AND TAI DRUG METABOLISM .......................................................... 55 3.1 Introduction ................................................................................................................. 56 3.1.1 Rationale and aims ........................................................................................................
Recommended publications
  • Nucleic Acid Metabolism in Regenerating Rat Liver I. the Rate of Deoxyribonucleic Acid Synthesis in Vivo1
    Nucleic Acid Metabolism in Regenerating Rat Liver I. The Rate of Deoxyribonucleic Acid Synthesis in Vivo1 LISELOTTEI.HECHTANDVANR. POTTER (McArdie Memorial Laboratory, University of Wisconsin, Madison 6, Wis.) An ideal system for examining the relationship MATERIALS AND METHODS between ribonucleic acid (UNA) and deoxyribo- Partial hepatectomy was performed by the method of nucleic acid (DNA) metabolism in animals would Higgins and Anderson (18) on male albino rats1 weighing 180 be a tissue where synchronous cell division occurs. to 185 gm. The animals were fasted for 16-18 hours before the Isotopie tracer studies (9, 22, 25) and determina operation and fed ad libitum after the operation. At the indi cated times each animal received a single intraperitoneal in tion of the DNA content per nucleus in the liver jection of 1 mg. (5.75 pinoles) of orotic acid-6-C14which con cells of partially hepatectomized rats (25, 26, 83) tained 4.1 X 10* counts/min/mg. Following the injection, have suggested that in animals the most feasible some animals were kept in metabolism cages to facilitate col approach to this situation is by the use of re lection of urine and respiratory CO2. The animals were killed by decapitation. The liver was perfused in situ with ice-cold generating liver. The observations that incorpora 0.25 H sucrose containing 0.00018 M CaCl2, excised, and tion of isotopically labeled precursors into DNA weighed. is correlated with the occurrence of cell division Preparation of cellfractions.'—Theliver was forced through (5,17,30) and that isotopes are retained extensive a plastic mincer, and a 10 per cent homogenate of the liver was ly in the DNA of mitotically inactive and active prepared in 0.25 Msucrose + 0.00018 u CaCl2 (19) with the use cells (2, 4, 6,10-12,16, 31, 32) indicate that DNA of a Potter-Elvehjem glass homogenizer.
    [Show full text]
  • Purine and Pyrimidine Metabolism in Human Epidermis* Jean De Bersaques, Md
    THE JOURNAL OP INVESTIGATIVE DERMATOLOGY Vol. 4s, No. Z Copyright 1957 by The Williams & Wilkins Co. Fri nte,1 in U.S.A. PURINE AND PYRIMIDINE METABOLISM IN HUMAN EPIDERMIS* JEAN DE BERSAQUES, MD. The continuous cellular renewal occurring inthine, which contained 5% impurity, and for uric the epidermis requires a very active synthesisacid, which consisted of 3 main components. The reaction was stopped after 1—2 hours in- and breakdown of nuclear and cytoplasmiecubation at 37° and the products were spotted on nucleic acids. Data on the enzyme systemsWhatman 1 filter paper sheets. According to the participating in these metabolic processes arereaction products expected, a choice was made of rather fragmentary (1—9) and some are, inat least 2 among the following solvents, all used terms of biochemical time, in need of up- in ascending direction: 1. isoamyl alcohol—5% Na2HPO4 (1:1), dating. In some other publications (10—18), 2. water-saturated n-butanol, the presence and concentration of various in- 3. distilled water, termediate products is given. 4. 80% formic acid—n-hutanol——n-propanol— In this paper, we tried to collect and supple- acetone—30% trichloro-aeetic acid (5:8:4: ment these data by investigating the presence 5:3), 5. n-butanol——4% boric acid (43:7), or absence in epidermis of enzyme systems 6. isobutyrie acid—water—ammonia 0.880—ver- that have been described in other tissues. sene 0.1M(500:279:21:8), This first investigation was a qualitative one, 7. upper phase of ethyl acetate—water—formic and some limitations were set by practical acid (12:7:1), 8.
    [Show full text]
  • Nitrogen-Stimulated Orotic Acid Synthesis and Nucleotide Imbalance1
    [CANCER RESEARCH (SUPPL.) 52. 2082s-2084s. April I. 1992] Nitrogen-stimulated Orotic Acid Synthesis and Nucleotide Imbalance1 Willard J. Visek2 University of Illinois, College of Medicine, Urbana, Illinois 61801 Abstract bound to the inner mitochondria! membrane. The cytoplasmic enzymes reside in two separate multifunctional complexes. One Orotic acid, first discovered in ruminant milk, is an intermediate in contains carbamoyl phosphate synthetase II, aspartate trans- the pyrimidine biosynthesis pathway of animal cells. Its synthesis is carbamylase, and dihydroorotase, whereas the other includes initiated by the formation of carbamoyl phosphate (CP) in the cytoplasm, orotate phosphoribosyl transferase and orotodine-5"-phosphate with ammonia derived from glutamine. Ureotelic species also form CP in the first step of urea synthesis in liver mitochondria. For that, ammonia decarboxylase (2, 3). A deficiency of the latter two enzyme is derived from tissue fluid. When there is insufficient capacity for activities results in accumulation of orotate and a profound rise detoxifying the load of ammonia presented for urea synthesis, CP leaves in its excretion in the urine, a condition known as hereditary the mitochondria and enters the pyrimidine pathway, where orotic acid orotic aciduria (4). This bifunctional protein complex with its biosynthesis is stimulated, orotic acid excretion in urine then increases. two enzyme activities is also referred to as UMP synthase. Orotic acid synthesis is abnormally high with hereditary deficiencies of A severe deficiency of UMP synthase elevates urinary orotic urea-cycle enzymes or uridine monophosphate synthase. It is also ele acid excretion in humans to 1500 mg/day, compared with the vated by ammonia intoxication and during feeding of diets high in protein, usual 2.5 mg/day.
    [Show full text]
  • Purine and Pyrimidine Metabolism by N. ZOLLNER, Department Of
    Proc. Nuti. Soc. (1982), 41,329 329 Purine and pyrimidine metabolism By N. ZOLLNER,Department of Medicine, University of Munchen, West Germany Purines and pyrimidines are essential constituents of animal and plant cells and are contained in various compounds. It is interesting to consider that some of these compounds are very stable, e.g. DNA, while others are rapidly turned over, e.g. ATP. In birds and reptiles uric acid also serves to excrete nitrogen. The aim of this paper is to give a short review of purine and pyrimidine metabolism and to describe in some detail aspects important to the field of nutrition, with emphasis placed on work done in vitro and in man. Purines The most important structure in purine biochemistry is the nucleotide consisting of a purine base, ribose or deoxyribose, and phosphoric acid. The most important purine bases are adenine, guanine, hypoxanthine and xanthine. The ribosides of all of them are known to occur in metabolism. Adenine and guanine themselves are usually not found in the tissues of mammals, but free hypoxanthine and xanthine are intermediates in the degradation of purines. Uric acid is a divalent acid, but the second dissociation constant is so small that at around pH 7 only the monobasic salts are formed. These are sparingly soluble in the body fluids. Peters & van Slyke (1946) have calculated a maximum solubility of 6.5 mg/Ioo ml (as uric acid) in plasma. Gout and uric acid nephropathies are due to this low solubility. Nucleosides are pentose-glycosides containing ribose or deoxyribose. Normally the linkage is with atom 9, but nucleosides with atom 3 do occur.
    [Show full text]
  • University of Florida Thesis Or Dissertation Formatting
    GUARD CELL MOLECULAR RESPONSES TO ELEVATED AND LOW CO2 REVEALED BY METABOLOMICS AND PROTEOMICS By SISI GENG A DISSERTATION PRESENTED TO THE GRADUATE SCHOOL OF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY UNIVERSITY OF FLORIDA 2016 © 2016 Sisi Geng To my beloved mother, father and husband In memory of my beloved grandfather ACKNOWLEDGMENTS My special thanks goes to my graduate committee: Dr. Sixue Chen, Dr. Kevin Folta, Dr. Julie Maupin-Furlow, and Dr. Harry Klee. Their expertise and achievement inspired and urged me throughout my Ph.D. research. Dr. Sixue Chen, as my supervisor and committee chair was a great role model as a scientist and helped me both in my research project and living. Dr. Bing Yu from Heilongjiang University (a visiting scholar in the Chen lab), Dr. Evaldo de Armas and Dr. Craig Dufresne from Thermo Fisher Scientific, Dr. David Huhman and Dr. Lloyd W. Sumner from Samuel Roberts Noble Foundation, Dr. Hans T. Alborn from United States Department of Agriculture, Dr. Sarah M. Assmann and Dr. Mengmeng Zhu from Pennsylvania State University, and Dr. Zhonglin Mou from Microbiology and Cell Science Department are acknowledged for their help and collaboration in this project. Technical support was provided by the Proteomics and Mass Spectrometry Core at the Interdisciplinary Center for Biotechnology Research, University of Florida. I am also grateful to people who have helped me during my PhD research, especially Dr. Biswapriya Misra, Ning Zhu, Dr. Cecilia Silva-Sanchez, other Chen lab members and all of my friends. My parents, Biao Geng and Wei Zhou, and my husband Dr.
    [Show full text]
  • Hereditary Orotic Aciduria: Evidence for a Structural Gene Mutation (6-Azauridine/Biochemical Genetics)
    Proc. Nat. Acad. Sci. USA Vol. 71, No. 8, pp. 3031-3035, August 1974 Hereditary Orotic Aciduria: Evidence for a Structural Gene Mutation (6-azauridine/biochemical genetics) THOMAS E. WORTHY, WOLFGANG GROBNER, AND WILLIAM N. KELLEY* Division of Rheumatic and Genetic Diseases, Departments of Medicine and Biochemistry, Duke University Medical Center, Durham, North Carolina 27710 Communicated by J. Edwin Seegmiller, May 6, 1974 ABSTRACT Orotic aciduria is a rare autosomal re- in man (5). This proposal was based on several observations. cessive disease in man due to a deficiency of orotate phos- (i) The double enzyme defect was difficult to explain as a phoribosyltransferase (EC 2.4.2.10; orotidine-5'-phos- phate: pyrophosphate phosphoribosyltransferase) and oro- structural gene mutation. Alternatively, some mutations in tidine-5'-phosphate decarboxylase (EC 4.1.1.23; orotidine- bacteria that affected the regulation of enzyme expression 5'-phosphate carbo.Ny-lyase). We have compared certain were known to reduce the levels of two or more enzymes in a physicochemical properties of orotidine-5'-phosphate pathway (6). In addition, OPRT and ODC levels were known decarboxylase from normal and mutant fibroblasts grown to under identical conditions. Orotidine-5'-phosphate de- be subject to genetic control in bacteria (7); more recently carboxylase from homozygous mutant cells was more this type of control has been demonstrated in yeast (8). thermolabile and exhibited at different electrophoretic (ii) In erythrocytes from heterozygotes, OPRT and ODC mobility when compared to the enzyme from normal cells; levels were often substantially less than 50% of normal. This orotidine-5'-phosphate decarboxylase from one hetero- was consistent with a trans dominant effect characteristic of zygous cell strain exhibited an intermediate thermplabil- ity while the other heterozygote displayed a thermal in- some regulatory mutations in prokaryotic cells (6).
    [Show full text]
  • Next-Generation Metabolic Screening: Targeted and Untargeted Metabolomics for the Diagnosis of Inborn Errors of Metabolism in Individual Patients
    Journal of Inherited Metabolic Disease https://doi.org/10.1007/s10545-017-0131-6 METABOLOMICS Next-generation metabolic screening: targeted and untargeted metabolomics for the diagnosis of inborn errors of metabolism in individual patients Karlien L. M. Coene1 & Leo A. J. Kluijtmans1 & Ed van der Heeft1 & UdoF.H.Engelke1 & Siebolt de Boer1 & Brechtje Hoegen1 & Hanneke J. T. Kwast 1 & Maartje van de Vorst2 & Marleen C. D. G. Huigen1 & Irene M. L. W. Keularts3 & Michiel F. Schreuder4 & Clara D. M. van Karnebeek5 & Saskia B. Wortmann6 & Maaike C. de Vries7 & Mirian C. H. Janssen7,8 & Christian Gilissen2 & Jasper Engel9 & Ron A. Wevers1 Received: 15 September 2017 /Revised: 17 December 2017 /Accepted: 21 December 2017 # The Author(s) 2018. This article is an open access publication Abstract The implementation of whole-exome sequencing in clinical diagnostics has generated a need for functional evaluation of genetic variants. In the field of inborn errors of metabolism (IEM), a diverse spectrum of targeted biochemical assays is employed to analyze a limited amount of metabolites. We now present a single-platform, high-resolution liquid chromatography quadrupole time of flight (LC-QTOF) method that can be applied for holistic metabolic profiling in plasma of individual IEM-suspected patients. This method, which we termed Bnext-generation metabolic screening^ (NGMS), can detect >10,000 features in each sample. In the NGMS workflow, features identified in patient and control samples are aligned using the Bvarious forms of chromatography mass spectrometry (XCMS)^ software package. Subsequently, all features are annotated using the Human Metabolome Database, and statistical testing is performed to identify significantly perturbed metabolite concentrations in a patient sample compared with controls.
    [Show full text]
  • Studies on the Coordinate Activity and Lability of Orotidylate
    Studies on the coordinate activity and lability of orotidylate phosphoribosyltransferase and decarboxylase in human erythrocytes, and the effects of allopurinol administration Richard M. Fox, … , Margaret H. Wood, William J. O'Sullivan J Clin Invest. 1971;50(5):1050-1060. https://doi.org/10.1172/JCI106576. Research Article A coordinate relationship between the activities of two sequential enzymes in the de novo pyrimidine biosynthetic pathway has been demonstrated in human red cells. The two enzymes, orotidylate phosphoribosyltransferase and decarboxylase are responsible for the conversion of orotic acid to uridine-5′-monophosphate. Fractionation of red cells, on the basis of increase of specific gravity with cell age, has revealed that these two enzymes have a marked but equal degree of lability in the ageing red cell. It is postulated that orotidylate phosphoribosyltransferase and decarboxylase form an enzyme- enzyme complex, and that the sequential deficiency of these two enzymes in hereditary orotic aciduria may reflect a structural abnormality in this complex. In patients receiving allopurinol, the activities of both enzymes are coordinately increased, and this increase appears to be due, at least in part, to stabilization of both orotidylate phosphoribosyltransferase and decarboxylase in the ageing red cell. Allopurinol ribonucleotide is an in vitro inhibitor of orotidine-5′-monophosphate decarboxylase and requires the enzyme hypoxanthineguanine phosphoribosyltransferase for its synthesis. However, the administration of allopurinol to patients lacking this enzyme results in orotidinuria and these patients have elevated orotidylate phosphoribosyltransferase and decarboxylase activities in their erythrocytes. Evidence is presented that the chief metabolite of allopurinol, oxipurinol, with a 2,4-diketo pyrimidine ring is capable of acting as an analogue of orotic acid.
    [Show full text]
  • Biosynthesis of Bromegrass Mosaic Virus Ribonucleic Acid by Dean
    Biosynthesis of bromegrass mosaic virus ribonucleic acid by Dean Russell Branson A thesis submitted to the Graduate Faculty in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY in BOTANY Montana State University © Copyright by Dean Russell Branson (1967) Abstract: Both de novo synthesis of nucleotides and rearrangement of ribosomal breakdown products appear to be precursor sources for bromegrass mosaic virus (BMV)-RNA. The incorporation of C^14-orotic acid and C^14-uridine, intermediates of the de novo synthesis and breakdown pathways respectively, were compared in BMV-infected barley during a period of virus synthesis. Analyses of the C^14-BMV-RNA specific activities using the dilution factor method showed that the carbon-14 from C^14-uridine was incorporated into BMV-RNA two to three times more efficiently than the carbon-14 from C^14-orotic acid. The essential enzymes for both pathways were demonstrated by using crude enzyme preparations. Those enzymes considered essential were: 1) uridine 5'kinase, 2) orotidine 5’phosphate pyrophosphorylase, and 3) orotidine 5'phosphate decarboxylase. Ribosomal content was lower in BMV-infected tissue than in non-infected tissue suggesting that BMV incorporated the products of host-RNA breakdown, in a manner similar to that reported for tobacco mosaic virus infections. Continuation of ribosomal synthesis in virus infected tissue was demonstrated by the incorporation of C^14-orotic acid into ribosomal RNA. Pyrimidine metabolism, involved in the formation of RNA precursors in BMV-infected and non-infected barley, appeared unchanged except for the additional function of BMV-RNA synthesis. Evidence for this unchanged metabolism was: 1) radioactive ribosomal RNA from C^14-orotic acid-fed barley, infected and non-infected, contained C^14-uridylic acid 3' and C^14-cytidylic acid 3’ when acid hydrolysed, and 2) ribosome breakdown was not a prerequisite for BMV-RNA precursor formation.
    [Show full text]
  • Systems Biology of the Central Metabolism of Streptococcus Pyogenes
    Systems biology of the central metabolism of Streptococcus pyogenes Jennifer Levering Dissertation submitted to the Combined Faculties for the Natural Sciences and for Mathematics of the Ruperto-Carlo University of Heidelberg, Germany for the degree of Doctor of Natural Science presented by MSc Jennifer Levering born in Wesel Oral-examination: 2011/09/06 Systems biology of the central metabolism of Streptococcus pyogenes Referees: Prof. Dr. Ursula Kummer Prof. Dr. Thomas Höfer So eine Arbeit wird eigentlich nie fertig, man muss sie für fertig erklären, wenn man nach Zeit und Umständen das Möglichste getan hat. Johann Wolfgang von Goethe Contents List of Figuresv List of Tables viii List of Abbreviations xii Summary xiii 1 Introduction1 1.1 Streptococcus pyogenes ..........................2 1.1.1 Interactions between pathogen and host............3 1.1.2 Metabolic capabilities......................7 1.1.3 Studied kinetics and primary metabolism............9 1.2 Modelling strategies and existing glycolytic models.......... 12 1.3 Project and cooperation partners.................... 14 1.4 Goals of the thesis............................ 17 2 Materials and Methods 19 2.1 Experimental data............................ 20 2.1.1 Bacterial strains.......................... 20 2.1.2 Construction of recombinant vectors and mutant strains... 20 2.1.3 CDM-LAB medium........................ 21 2.1.4 Fermentation experiments.................... 21 2.1.5 Glucose-pulse experiments.................... 22 2.1.6 Kinetic measurements of individual enzymes.......... 23 2.1.7 Substrate utilisation assays.................... 24 2.1.8 Calculation of specific ATP synthesis rates........... 25 2.1.9 Amino acid leave-out experiments................ 25 i 2.2 Dynamic modelling............................ 26 2.2.1 COPASI.............................. 26 2.2.2 Ordinary differential equations................
    [Show full text]
  • Development of an Assay to Simultaneously Measure Orotic Acid, Amino Acids, and Acylcarnitines in Dried Blood Spots
    HHS Public Access Author manuscript Author ManuscriptAuthor Manuscript Author Clin Chim Manuscript Author Acta. Author Manuscript Author manuscript; available in PMC 2016 April 18. Published in final edited form as: Clin Chim Acta. 2014 September 25; 436: 149–154. doi:10.1016/j.cca.2014.05.016. Development of an assay to simultaneously measure orotic acid, amino acids, and acylcarnitines in dried blood spots Patrice K. Helda,c,*, Christopher A. Haynesb, Víctor R. De Jesúsb,1, and Mei W. Bakera,c,1 aWisconsin State Laboratory of Hygiene, 465 Henry Mall, Madison, WI 53706, United States bNewborn Screening and Molecular Biology Branch, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Atlanta, GA 30341, United States cDepartment of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States Abstract Background—Orotic aciduria in the presence of hyperammonemia is a key indicator for a defect in the urea cycle, specifically ornithine transcarbamylase (OTC) deficiency. Current newborn screening (NBS) protocols can detect several defects of the urea cycle, but screening for OTC deficiency remains a challenge due to the lack of a suitable assay. The purpose of this study was to develop a high-throughput assay to measure orotic acid in dried blood spot (DBS) specimens as an indicator for urea cycle dysfunction, which can be readily incorporated into routine NBS. Methods—Orotic acid was extracted from DBS punches and analyzed using flow-injection analysis tandem mass spectrometry (FIA–MS/MS) with negative-mode ionization, requiring <2 min/sample run time. This method was then multiplexed into a conventional newborn screening assay for analysis of amino acids, acylcarnitines, and orotic acid.
    [Show full text]
  • S1 Electronic Supplementary Inforamtion for “A Practical
    Supplementary Material (ESI) for Analyst This journal is © The Royal Society of Chemistry 2010 Electronic Supplementary Inforamtion for “A practical approach to detect unique metabolic patterns for personalized medicine” by Jennifer M. Johnsona,b,c, Tianwei Yud, Frederick H. Strobele, Dean P. Jones,a,c* aDepartment of Medicine, Division of Pulmonary, Allergy and Critical Care, bNutrition and Health Sciences Graduate Program, cClinical Biomarkers Laboratory, dDepartment of Biostatistics and Bioinformatics, eMass Spectrometry Center, Emory University, Atlanta, GA, 30322, USA *Corresponding author: Email: [email protected]; FAX: +1 404 712 2974; Tel: +1 404 727 5970 Fig S-1 a) Initial PCA analysis shows separation by run-time and column. Plasma was collected from 4 individuals, identified by colors, and run in 6 replicates on 2 columns. Results show a need for an 8 to 10 run wash-in period and a strong separation by column. b) After wash-in analyses were removed from the analysis, PCA shows a strong separation by column, indicated by solid circles, with a secondary separation by individual, indicated by broken circles. Column 1 Column 2 Day 1Day 5 Day 6 Day 10 Day 1 Day 5 Day 7 Day 10 Run order Run order Fig S-2 Correlation analysis shows experimental results obtained from each column gives the same experimental answer. Plasma from a previously described experiment21 was run using the described LC- FTMS method. Samples were run in duplicate on each of 2 columns in reverse order. Correlation analysis using R software showed that neither column nor run order had large effects on correlation patterns.
    [Show full text]