Coproporphyrins I and III As Functional Markers of OATP1B Activity: in Vitro and in Vivo Evaluation in Preclinical Species S

Total Page:16

File Type:pdf, Size:1020Kb

Coproporphyrins I and III As Functional Markers of OATP1B Activity: in Vitro and in Vivo Evaluation in Preclinical Species S Supplemental material to this article can be found at: http://jpet.aspetjournals.org/content/suppl/2016/02/23/jpet.116.232066.DC1 1521-0103/357/2/382–393$25.00 http://dx.doi.org/10.1124/jpet.116.232066 THE JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS J Pharmacol Exp Ther 357:382–393, May 2016 Copyright ª 2016 by The American Society for Pharmacology and Experimental Therapeutics Coproporphyrins I and III as Functional Markers of OATP1B Activity: In Vitro and In Vivo Evaluation in Preclinical Species s Hong Shen, Jun Dai, Tongtong Liu, Yaofeng Cheng, Weiqi Chen, Chris Freeden, Yingru Zhang, W. Griffith Humphreys, Punit Marathe, and Yurong Lai Pharmaceutical Candidate Optimization, Bristol-Myers Squibb Company, Princeton, New Jersey Received January 12, 2016; accepted February 12, 2016 ABSTRACT Inhibition of organic anion-transporting polypeptide (OATP)1B by 2.6- and 5.2-fold, while rifampicin (15 mg/kg, oral) in- Downloaded from function can lead to serious clinical drug-drug interactions, thus creased the AUCs by 2.7- and 3.6-fold, respectively. As the a thorough evaluation of the potential for this type of interaction systemic exposure increased, the excretion of both isomers must be completed during drug development. Therefore, sensitive in urine rose from 1.6- to 4.3-fold in monkeys. In agreement and specific biomarkers for OATP function that could be used with this finding, the AUC of rosuvastatin (RSV) in cynomolgus in conjunction with clinical studies are currently in demand. In monkeys increased when OATP1B inhibitors were coadminis- the present study, preclinical evaluations were conducted to tered. In Oatp1a/1b gene cluster knockout mice (Oatp1a/1b2/2), characterize the suitability of coproporphyrins (CPs) I and III as CPs in plasma and urine were significantly increased compared jpet.aspetjournals.org markers of hepatic OATP functional activity. Active uptake of with wild-type animals (7.1- to 18.4-fold; P , 0.001), which CPsIandIIIwasobservedinhumanembryonickidney(HEK) were also in agreement with the changes in plasma RSV 293 cells singly expressing human OATP1B1 (hOATP1B1), exposure (14.6-fold increase). We conclude that CPs I and III hOATP1B3, cynomolgus monkey OATP1B1 (cOATP1B1), or in plasma and urine are novel endogenous biomarkers reflect- cOATP1B3, as well as human and monkey hepatocytes. ing hepatic OATP function, and the measurements have the Cyclosporin A (100 mg/kg, oral) markedly increased the area potential to be incorporated into the design of early clinical under the curve (AUC) plasma concentrations of CPs I and III evaluation. at ASPET Journals on October 2, 2021 Introduction although ATV is mainly eliminated via metabolism mediated by cytochrome P450 enzymes (Neuvonen et al., 2006). Human organic anion-transporting polypeptide (OATP)1B1 Currently, both the Food and Drug Administration (http://www.fda. (SLCO1B1) and OATP1B3 (SLCO1B3) are expressed on the gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/ basolateral membrane of hepatocytes and are responsible for Guidances/UCM292362.pdf) and the European Medicines Agency the hepatic uptake of numerous drugs and endogenous (http://www.ema.europa.eu/docs/en_GB/document_library/ compounds. Transporter-mediated hepatic uptake could be a Scientific_guideline/2012/07/WC500129606.pdf) require new rate-determining process in elimination of both metabolically chemical entities to be characterized for OATP1B inhibition stable and unstable drugs (Kalliokoski and Niemi, 2009; and propose decision trees for assessing OATP1B inhibitors. Niemi et al., 2011; Yoshida et al., 2012; Shitara et al., The Food and Drug Administration and European Medicines 2013a). Hepatic uptake has clearly been demonstrated to be Agency recommend using a static mathematical approach to a potential source of pharmacokinetic variability for drugs estimate the risk of clinically relevant OATP1B-mediated such as rosuvastatin (RSV) and atorvastatin (ATV). For drug-drug interactions (DDIs) by calculating the ratio of example, in 32 healthy volunteers with different SLCO1B1 unbound maximum portal vein drug concentration in vivo genotypes dosed with 20 mg ATV, the mean area under the against in vitro IC50. However, this approach is solely based curve (AUC) of ATV was 144% higher in subjects with the on in vitro-to-in vivo extrapolation without any in vivo 5 521CC genotype (n 4) than in subjects with the 521TT calibration. In addition, the use of this in vitro-to-in vivo 5 genotype (reference genotype; n 16) (Pasanen et al., 2007), extrapolation approach is challenged by the uncertain im- pact of protein binding–measured, drug absorption, and interlaboratory variability in IC50 assessment using different This study is supported by the Bristol-Myers Squibb Company. dx.doi.org/10.1124/jpet.116.232066. probe substrate and incubation conditions (Amundsen et al., 2010; s This article has supplemental material available at jpet.aspetjournals.org. Izumi et al., 2013, 2015; Shitara et al., 2013b). Therefore, the ABBREVIATIONS: ATV, atorvastatin; AUC, area under the curve; CCK-8, cholecystokinin octapeptide; CLR, renal clearance; cOATP, cynomolgus organic anion-transporting polypeptide; CP, coproporphyrin; CsA, cyclosporin A; DDI, drug-drug interaction; ERR, renal extraction ratio; E17bG, estradiol-17b-D-glucuronide; FLD, fluorescence detection; GFR, glomerular filtration rate; HEK, human embryonic kidney; hOATP, human organic anion-transporting polypeptide; HPLC, high-performance liquid chromatography; KO, knockout; OATP, organic anion-transporting polypeptide; RIF, rifampicin; RSV, rosuvastatin; WT, wild type; Xe, amount of compound excreted into urine. 382 Coproporphyrin as Endogenous In Vivo Probe for OATP1B 383 availability of endogenous biomarkers to assess transporter Waltham, MA). Formic acid and concentrated hydrochloric acid (12 N) activities during early drug development would have sub- were obtained from EMD Chemicals Inc. (Gibbstown, NJ). [3H]E17bG 3 stantial benefits for the pharmaceutical industry in order to (34.3 Ci/mmol) and [ H]CCK-8 (97.5 mCi/mmol) were purchased avoid expensive clinical trials and also minimize the risk of from Perkin Elmer Life and Analytical Sciences (Waltham, MA). All $ late-stage failures and even drug withdrawal. In this regard, compounds were of analytical grade ( 95% purity). Stock solutions of CPs and RIF were prepared in dimethylsulfoxide and stored at 270°C. many attempts have been made to identify endogenous Cell Culture and Reagents. Hygromycin and penicillin- compounds that could reflect the activities of enzymes streptomycin were purchased from Invitrogen (Carlsbad, CA). Other and transporters, such as CYP3A4 (Kanebratt et al., 2008; cell culture media and reagents including Dulbecco’s modified Eagle’s Diczfalusy et al., 2011; Shin et al., 2013; Kasichayanula et al., growth medium, fetal bovine serum, nonessential amino acid, 2014), CYP2D6 (Tay-Sontheimer et al., 2014), MATEs (Ito L-glutamine, N-2-hydroxyethylpiperazine-N9-2-ethanesulphonic acid, et al., 2012; Kato et al., 2014; Müller et al., 2015), and OAT3 phosphate-buffered saline, and Hanks’ balanced salt solution were (Imamura et al., 2014) to improve prediction of DDI. However, purchased from Corning (Manassas, VA). Biocoat poly-D-lysine as far as we know, no validated in vivo clinical endogenous 24-well plates were purchased from BD Biosciences (San Jose, probe of OATP1B has been identified. CA). Cryopreserved mouse, cynomolgus monkey, and human Coproporphyrin (CP) is one of the by-products of heme hepatocytes were purchased from BioreclamationIVT (Baltimore, MD). Pierce BCA protein assay kit was purchased from Thermo synthesis, and its physiologic role is unclear. CPs I and III are Scientific (Rockford, IL). not enzymatically altered in the liver (Kaplowitz et al., 1972), but instead are removed from the body via the bile and urine Downloaded from as intact molecules, albeit unequally. While CP III predomi- In vitro Studies nates over CP I in urine, the reverse is encountered in bile CP Uptake and Inhibition Studies in Cynomolgus Organic (Aziz et al., 1964a,b; French and Thonger, 1966; Koskelo et al., Anion-Transporting Polypeptide (cOATP)1B1, cOATP1B3, 1966; Koskelo and Toivonen, 1966; Koskelo et al., 1967; Human Organic Anion-Transporting Polypeptide (hOATP)1B1, Aziz and Watson, 1969; Ben-Ezzer et al., 1971). There are and hOATP1B3 Transfected Human Embryonic Kidney (HEK) relatively limited data available in the literature regarding 293 Cells. Recombinant cells expressing human and cynomolgus jpet.aspetjournals.org CP plasma concentrations and how they change in response to monkey OATP1B transporters were cultured as described previously physiologic alterations because of limited sensitivity of the (Shen et al., 2013). Uptake was initiated by the addition of transport buffer containing 3 mMCPisomerand100mM RIF or dimethylsulfoxide common assays (Table 4). Abnormal distribution of CP vehicle after washing cells with transport buffer. In control reactions, CP isomers was reported in the urine of patients with Rotor isomer was replaced with 1 mM[3H]E17bGand0.1mM[3H]CCK-8 for syndrome, i.e., a marked preponderance of CP I over CP III OATP1B1 and OATP1B3, respectively, to confirm activity of the trans- (Ben-Ezzer et al., 1971; Wolkoff et al., 1976). In addition, porter. The final concentration of dimethylsulfoxide was 0.5% (v/v) in administration of ethinylestradiol and phenodibromophthalein all incubations. Each test condition was assessed in triplicate. After at ASPET
Recommended publications
  • BSCI440, Spring 2011, Dr. Higgins
    Chapter Guides: http://virtual.yosemite.cc.ca.us/rdroual/Course%20Materials/Physiology%20101/Chapte r%20Notes/Fall%202011/chapter_5%20Fall%202011.htm “One time, we had a guy perform who was supposed to be a master of kung fu. Turns out he was a male stripper. Surprised the hell out of us all.” “If you ever get stung by an anemone off the Great Barrier Reef, I want your last thought as you die to be 'damn, Higgins told me about this shit.'” “They knew the dose for this furry meatloaf; some of you know it as a cat.” “Experience and treachery will always overcome youth and exuberance.” *holding up a shoe* “So this is urine, right?” “Isn't that great? That's almost pornographic!” - in reference to a flowchart “The next time your roommate goes to vomit, run in and check their pupils and blood pressure. It’s all for science….the next time you get the stomach flu, think of me.” Lecture 1: Multicellularity & Homeostasis Homeostasis (Chapter 1) Why multicellularity? o surface:volume problem (nutrients), greater specialization, compartmentalization, homeostasis o homeostasis – maintenance of a constant, optimal internal environment Identify 4 basic cell types in mammalian systems o neuron, muscle, epithelial (exocrine vs endocrine), connective o organ systems: endocrine, nervous, musculoskeletal, cardiovascular, respiratory, urinary (osmotic pressure, pH, & ion content), gastrointestinal (absorb & excrete), reproductive, immune, integumentary Understand concept & examples of homeostasis o by isolating internal body fluids by regulating the composition of the fluids surrounding the cells & tissues, organ systems eliminate the need for each cell to respond to changes in the external environment o system sets desired reference level, and makes adjustment via feedback Design closed loop, negative feedback system to control a physical parameter 1 o levels go beyond set point → error signal to integrating center → regulatory mechanisms activate effectors → response → change in regulated variable o stimulus → sensory system → comparator with reference → effector for output o e.g.
    [Show full text]
  • Circulating Extracellular Vesicles As Biomarkers and Drug Delivery Vehicles in Cardiovascular Diseases
    biomolecules Review Circulating Extracellular Vesicles As Biomarkers and Drug Delivery Vehicles in Cardiovascular Diseases Renata Caroline Costa de Freitas 1,2 , Rosario Dominguez Crespo Hirata 2 , Mario Hiroyuki Hirata 2 and Elena Aikawa 1,3,4,* 1 Center for Interdisciplinary Cardiovascular Sciences, Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; [email protected] 2 Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of Sao Paulo, Sao Paulo 05508-000, Brazil; [email protected] (R.D.C.H.); [email protected] (M.H.H.) 3 Center for Excellence in Vascular Biology, Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA 4 Department of Human Pathology, Sechenov First Moscow State Medical University, 119992 Moscow, Russia * Correspondence: [email protected]; Tel.: +1-617-730-7755 Abstract: Extracellular vesicles (EVs) are composed of a lipid bilayer containing transmembrane and soluble proteins. Subtypes of EVs include ectosomes (microparticles/microvesicles), exosomes, and apoptotic bodies that can be released by various tissues into biological fluids. EV cargo can modulate physiological and pathological processes in recipient cells through near- and long-distance intercellular communication. Recent studies have shown that origin, amount, and internal cargos (nucleic acids, proteins, and lipids) of EVs are variable under different pathological conditions, including cardiovascular diseases (CVD). The early detection and management of CVD reduce premature morbidity and mortality. Circulating EVs have attracted great interest as a potential biomarker for diagnostics and follow-up of CVD. This review highlights the role of circulating EVs Citation: de Freitas, R.C.C.; Hirata, as biomarkers for diagnosis, prognosis, and therapeutic follow-up of CVD, and also for drug delivery.
    [Show full text]
  • Development of a Software to Determine Disturbances in the Acid-Base Balance in Human Blood
    NOTA TÉCNICA Vol. 34, No. 2, Agosto 2013, pp. 175-191 Development of a Software to Determine Disturbances in the Acid-Base Balance in Human Blood A. Reyes-Lazalde∗ ABSTRACT ∗∗ M. Reyes-Monreal In intensive care units, one of the most frequent emergencies occurring ∗ M.E. Pérez-Bonilla in patients in critical condition is acid-base imbalance. The ability ∗ R. Reyes-Luna to proficiently manage such patients is achieved through many years of hospital practice. The correct quantification of such imbalances ∗ Laboratorio de Biología allows for the detection of complex alterations. Although this area Interactiva, Escuela de is fundamental for the clinical management of many patients, non- Biología, BUAP. Blvd. specialist doctors rarely receive the appropriate training. In addition, Valsequillo y Av. San Claudio, the learning required to master this area is difficult for doctors due Edificio 112-A, Col. Jardines to the level of mathematics involved. There are two online support de San Manuel. CP. 72570, programs available on the internet for determining blood pH based on Puebla, Pue. the Stewart Model, along with a spreadsheet for the patient’s collected ∗∗ Dirección General de data. Generally, the calculation of hydrogen ion concentration [H+] Innovación Educativa, BUAP. uses a table of equivalences between pH y [H+] for discontinuous values Blvd. Valsequillo y Av. San of pH, with the Davenport diagram used manually. However, none Claudio, Edificio 1AUB, Col. of these programs unite the methods of classic calculus, chemistry Jardines de San Manuel. CP. and physicochemistry. This study develops software for the teaching 72570, Puebla, Pue. and calculation of acid-base imbalance that combines all the relevant methods, such as the Henderson-Hasselbalch equation, the Siggard- Anderson modified excess base equation, the anion gap calculation, the computational implementation of the Davenport diagram, the calculus of [H+] for any value of pH, the calculus for the compensatory process, and the Stewart Model.
    [Show full text]
  • Study on Acid-Base Balance Disorders and the Relationship
    ArchiveNephro-Urol of Mon SID. 2020 May; 12(2):e103567. doi: 10.5812/numonthly.103567. Published online 2020 May 23. Research Article Study on Acid-Base Balance Disorders and the Relationship Between Its Parameters and Creatinine Clearance in Patients with Chronic Renal Failure Tran Pham Van 1, *, Thang Le Viet 2, Minh Hoang Thi 1, Lan Dam Thi Phuong 1, Hang Ho Thi 1, Binh Pham Thai 3, Giang Nguyen Thi Quynh 3, Diep Nong Van 4, Sang Vuong Dai 5 and Hop Vu Minh 1 1Biochemistry Department, Military Hospital 103, Hanoi, Vietnam 2Nephrology and Hemodialysis Department, Military Hospital 103, Hanoi, Vietnam 3National Hospital of Endocrinology, Hanoi, Vietnam 4Biochemistry Department, Backan Hospital, Vietnam 5Biochemistry Department, Thanh Nhan Hospital, Hanoi, Vietnam *Corresponding author: Biochemistry Department, Military Hospital 103, Hanoi, Vietnam. Email: [email protected] Received 2020 May 09; Accepted 2020 May 09. Abstract Objectives: We aimed to determine the parameters of acid-base balance in patients with chronic renal failure (CRF) and the rela- tionship between the parameters evaluating acid-base balance and creatinine clearance. Methods: The current cross-sectional study was conducted on 300 patients with CRF (180 males and 120 females). Clinical examina- tion and blood tests by taking an arterial blood sample for blood gas measurement as well as venous blood for biochemical tests to select study participants were performed. Results: Patients with CRF in the metabolic acidosis group accounted for 74%, other types of disorders were less common. The average pH, PCO2, HCO3, tCO2 and BE of the patient group were 7.35 ± 0.09, 34.28 ± 6.92 mmHg, 20.18 ± 6.06 mmol/L, 21.47 ± 6.48 mmHg and -4.72 ± 6.61 mmol/L respectively.
    [Show full text]
  • Davenport Diagram Pathology > Renal Pathologies > Renal Pathologies
    Davenport Diagram Pathology > Renal Pathologies > Renal Pathologies DAVENPORT DIAGRAMS: • Davenport diagrams are graphic displays of acid-base states. • They illustrate the dynamic relationships between arterial blood pH, bicarbonate and non-bicarbonate buffers, and the partial pressure of carbon dioxide. • An isopleth represents all possible combinations of bicarbonate and pH values at a given carbon dioxide partial pressure. 4 simple acid-base disorders prior to compensation Graph Features: - The x-axis tracks pH; the healthy homeostatic arterial blood value = 7.4 - Values less than this reflect acidosis; values higher reflect alkalosis. - The y-axis tracks bicarbonate concentration; the healthy homeostatic value 24 millimolar. - Recall that, as bicarbonate concentration increases, pH becomes more alkaline. - Isopleth for a partial pressure of carbon dioxide of 40 mmHg. - A straight line to represent the combination of all non-bicarbonate buffer titration curves. Disorders that cause the blood to become more acidic. • Metabolic acidosis occurs when the reduction in bicarbonate concentration lowers the pH. - Notice that, because this is a non-respiratory disorder, PaCO2 is unaffected. • Respiratory acidosis occurs when the lungs retain excess carbon dioxide, so the partial pressure of carbon dioxide is elevated above normal, which lowers the pH. - Recall that respiratory acidosis produces an elevated bicarbonate concentration, which is reflected in our graph. Disorders that cause the blood to become alkalotic (aka, basic). • Metabolic alkalosis occurs when bicarbonate concentration is elevated. - As in metabolic acidosis, the PaCO2 remains on the 40 mmHg isopleth. 1 / 4 • Respiratory alkalosis occurs when the lungs release too much carbon dioxide - Lowers the PaCO2 and increases pH. Compensatory Mechanisms • The lungs and kidneys respond to acid-base disorders via compensatory mechanisms that bring pH back to normal.
    [Show full text]
  • Development of a Software to Determine Disturbances in the Acid-Base Balance in Human Blood
    NOTA TÉCNICA Vol. 34, No. 2, Agosto 2013, pp. 175-191 Development of a Software to Determine Disturbances in the Acid-Base Balance in Human Blood A. Reyes-Lazalde∗ ABSTRACT ∗∗ M. Reyes-Monreal In intensive care units, one of the most frequent emergencies occurring ∗ M.E. Pérez-Bonilla in patients in critical condition is acid-base imbalance. The ability ∗ R. Reyes-Luna to proficiently manage such patients is achieved through many years of hospital practice. The correct quantification of such imbalances ∗ Laboratorio de Biología allows for the detection of complex alterations. Although this area Interactiva, Escuela de is fundamental for the clinical management of many patients, non- Biología, BUAP. Blvd. specialist doctors rarely receive the appropriate training. In addition, Valsequillo y Av. San Claudio, the learning required to master this area is difficult for doctors due Edificio 112-A, Col. Jardines to the level of mathematics involved. There are two online support de San Manuel. CP. 72570, programs available on the internet for determining blood pH based on Puebla, Pue. the Stewart Model, along with a spreadsheet for the patient’s collected ∗∗ Dirección General de data. Generally, the calculation of hydrogen ion concentration [H+] Innovación Educativa, BUAP. uses a table of equivalences between pH y [H+] for discontinuous values Blvd. Valsequillo y Av. San of pH, with the Davenport diagram used manually. However, none Claudio, Edificio 1AUB, Col. of these programs unite the methods of classic calculus, chemistry Jardines de San Manuel. CP. and physicochemistry. This study develops software for the teaching 72570, Puebla, Pue. and calculation of acid-base imbalance that combines all the relevant methods, such as the Henderson-Hasselbalch equation, the Siggard- Anderson modified excess base equation, the anion gap calculation, the computational implementation of the Davenport diagram, the calculus of [H+] for any value of pH, the calculus for the compensatory process, and the Stewart Model.
    [Show full text]
  • (Renal Physiology 10 &11) Acid-Base Balance 2 & 3
    (Renal Physiology 10 &11) Acid-Base Balance 2 & 3 Buffer System & Acid Base Disorders Ahmad Ahmeda [email protected] 1 Respiratory Regulation of Acid-Base Balance Pulmonary expiration of CO2 normally BALANCES metabolic formation of CO2. Changes in alveolar ventilation can alter plasma Pco2 - ↑ ventilation, ↓Pco2, ↑pH - ↓ ventilation, ↑ Pco2, ↓ pH Changes in [H+] also alters ALVEOLAR VENTILATION. Respiratory Regulation of Acid-Base Balance POWERFUL (1-2 x better than extracellular chemical buffers), but cannot fully rectify disturbances outside respiratory system, i.e. with fixed acids like lactic acid. Acts relatively RAPIDLY to stop [H+] changing too much until renal buffering kicks in but DOES NOT eliminate + - H (or HCO3 ) from body. Abnormalities of respiration can alter bodily [H+] resulting in; - RESPIRATORY ACIDOSIS or - RESPIRATORY ALKALOSIS. Renal Regulation of Acid-Base MOST EFFECTIVE regulator of pH but much SLOWER (i.e. max. activity after 5-6 days) than other processes. Responsible for ELIMINATING the 80 -100 mEq of fixed ACIDS generated each day. Normally, must also PREVENT renal LOSS of freely – - filterable HCO3 in order to preserve this primary buffer system. BOTH PROCESSES are dependent on both H+ filtration / secretion into renal tubules and secretion / reabsorption of - plasma [HCO3 ]. Kidneys also responsible for COMPENSATORY CHANGES in - [HCO3 ] during respiratory acid-base disorders. * IF KIDNEYS FAIL, pH BALANCE WILL FAIL * Renal Regulation of Acid-Base Overall mechanism straightforward: - - large [HCO3 ] continuously filtered into tubules + - large [H ] secreted into tubules + - if more H secreted than HCO3 filtered = a net loss of acid ↑pH - + if more HCO3 filtered than H secreted = a net loss of base ↓pH + - H / HCO3 Control by the Kidney Renal H+ Secretion H+ enters filtrate by FILTRATION through glomeruli and SECRETION into tubules.
    [Show full text]
  • Transformation of the Davenport Diagram to a Computerized Artificial Neural Network
    SCIREA Journal of Medicine http://www.scirea.org/journal/PM April 1, 2018 Volume 2, Issue 1, February 2018 Transformation of the Davenport Diagram to a Computerized Artificial Neural Network TIMOTHY J SMITH, RPH, PHD Department of Physiology and Pharmacology, Thomas J Long School of Pharmacy and Health Sciences, University of the Pacific, Stockton, California 95211 E-Mail:[email protected] (209)946-3168 Abstract The Davenport diagram, which illustrates the interactions of pH, bicarbonate and pCO2 as related to respiratory/metabolic phases of acidosis/alkalosis was transformed into a computerized neural network. This transformation enables computer-assisted prediction of acidosis/alkalosis subtypes on the basis of any two factors from pH, bicarbonate and pCO2. Furthermore, this neural network can eventually be trained to predict changes in acid-base balance on the basis of additional factors; illustrating the utility of neural network analysis as a dynamic predictive tool in healthcare. Keywords: Davenport diagram, neural network, nomogram, acidosis, alkalosis 1 Introduction Many artificial intelligence techniques are useful tools in healthcare. Among these are computerized artificial neural networks, which facilitate prediction of outcomes based upon two or more independent variables. A simple, yet flexible application of neural network analysis is the development of a neural network based upon a nomogram. These nomogram transformations can expand the utility of the nomogram, since additional factors can be used to train the computer to modify predictions beyond the capability of the basic two-dimensional nomogram. Examples of these transformations have been published previously [1,2]. The purpose of this report is to illustrate a neural network transformation based upon the Davenport diagram as a template.
    [Show full text]
  • METABOLIC Acidosis Or Alkalosis Acidosis Or Alkalosis
    Very important Extra information References : • GUYTON AND HALL 12th edition • LINDA 5th edition * Guyton corners, anything that is colored with grey is EXTRA explanation Acid Base Disorders Objectives : • To explain the principles of blood gas and acid-base analysis • To interpret blood gas analysis and diagnose various acid base disorders • Describe causes of acid base disorders • Understand use of acid base nomograms 2 Contact us : [email protected] Disturbances of Acid-Base Balance Acid-base disturbances may be either RESPIRATORY or METABOLIC. pH problems due to pH problems arising a respiratory from acids or bases of disorder a non-CO2 origin RESPIRATORY METABOLIC acidosis or alkalosis acidosis or alkalosis. • Linda corner: o Disturbances of acid-base balance are among the most common conditions in all of clinical medicine. Acid- base disorders are characterized by an abnormal concentration of H+ in blood, reflected as abnormal pH. Acidemia is an increase in H+ concentration in blood (decrease in pH) and is caused by a pathophysiologic process called acidosis. Alkalemia, on the other hand, is a decrease in H+ concentration in blood (increase in pH) and is caused by a pathophysiologic process called alkalosis. o Disturbances of acid-base balance are described as either metabolic or respiratory, depending on whether the primary disturbance is in HCO3− or CO2. There are four simple acid-base disorders, where simple means that only one acid-base disorder is present. When there is more than one acid-base disorder present, the condi- tion is called a mixed acid-base disorder. 3 Disturbances of acid-base balance • Linda corner: Disturbances of acid-base balance are described as either metabolic or respiratory, depending on whether the primary disturbance is in HCO3− or CO2.
    [Show full text]
  • Blood Ph, Gases, and Electrolytes
    NBS SPECIAL PUBLICATION 450 U.S. DEPARTMENT OF COMMERCE / National Bureau of Standards NATIONAL BUREAU OF STANDARDS The National Bureau of Standards^ was established by an act of Congress March 3, 1901. The Bureau's overall goal is to strengthen and advance the Nation's science and technology and facilitate their effective application for public benefit. To this end, the Bureau conducts research and provides: (1) a basis for the Nation's physical measurement system, (2) scientific and technological services for industry and government, (3) a technical basis for equity in trade, and (4) technical services to pro- mote public safety. The Bureau consists of the Institute for Basic Standards, the Institute for Materials Research, the Institute for Applied Technology, the Institute for Computer Sciences and Technology, the Office for Information Programs, and the Office of Experimental Technology Incentives Program. THE INSTITUTE FOR BASIC STANDARDS provides the central basis within the United States of a complete and consist- ent system of physical measurement; coordinates that system with measurement systems of other nations; and furnishes essen- tial services leading to accurate and uniform physical measurements throughout the Nation's scientific community, industry, and commerce. The Institute consists of the Office of Measurement Services, and the following center and divisions: Applied Mathematics — Electricity — Mechanics — Heat — Optical Physics — Center for Radiation Research — Lab- oratory Astrophysics^ — Cryogenics" — Electromagnetics" — Time and Frequency". THE INSTITUTE FOR MATERIALS RESEARCH conducts materials research leading to improved methods of measure- ment, standards, and data on the properties of well-characterized materials needed by industry, commerce, educational insti- tutions, and Government; provides advisory and research services to other Government agencies; and develops, produces, and distributes standard reference materials.
    [Show full text]
  • Basics of Acid Base Balance
    Basics of Acid Base Balance Red: very important. Green: Doctor’s notes. Pink: formulas. Yellow: numbers. Gray: notes and explanation. Physiology Team 436 – Renal Block Lecture 9 1 For further understanding please check our “Extra Notes” file which contains extra explanation from reference books. Objectives o Lecture: 9 o Lecture 10 & 11 o Define: acid and base. o To define buffer system and discuss the role of blood buffers and to explain their relevant roles in the body. o Explain what is meant by strong o To describe the role of kidneys in the regulation of acid- and weak acids and bases. base balance o To describe the role of lungs in the regulation of acid-base o List and identify the balance names/formulas for the common o To explain the principles of blood gas and acid-base analysis strong acids and strong bases. o To interpret blood gas analysis and diagnose various acid o To explain the role of Henderson- base disorders Hasselbalch equation in acid-base o Describe causes of acid base disorders regulation. o Understand use of acid base nomograms 2 Acid – Base Balance Acid – Base balance ( as known as pH HOMEOSTASIS ) : one of the essential functions of the body, it is concerned with the precise regulation of free (unbound) hydrogen ion concentration in body fluids. When discussing acid - base balance, we are normally concerned with regulation of H+ ion balance ( although HCO3- plays a vital role in this balance ). To avoid disturbances in [H+], and to maintain its homeostasis : (e.g. hydrogen bonding and charge on proteins the amount generated / taken in MUST EQUAL the amount secreted.
    [Show full text]
  • Acid/Base Simulations (Human 7, 11/08/07, 11/4/08 ) Note to Outside Skidmore Readers
    Respiration Physiology (Mammalian Physiology '07/08) Acid/Base Simulations (Human 7, 11/08/07, 11/4/08 ) Note to outside Skidmore readers. The following maneuvers allow the user create a primary respiratory and metabolic acidosis and alkalosis of any desired amount and to observe the model's attempt to compensate for the disturbance. They are also each available in simpler form as acid-base vignettes via links on this page. 1) Learning four interventions that are useful in acid-base simulation After a brief introductory demo, you will 'experiment' on your own with each of the four interventions below by changing the listed variables (and any appropriate others you may find useful in any Help Info on: screen under View summary of all variables ) so as to effect an acid-base disturbance and follow its' compensatory correction. The techniques to be utilized to effect the desired acid-base disturbance include the following: a) Infusion - simulates an IV infusion of controlled time, duration and content. [IFMIN, IFVOL, IFBIC] b) Control of metabolism- controlling metabolism so that it produces more or less acid [BACID] c) Control of ventilation- controlling ventilation via the use of the artificial respirator [ARTRES, ARVOL, ARRT] d) Control of atmospheric CO2- controlling atmospheric % CO2 [FCO2AT] 1 2) Sample simulated acid-base intervention- induction of metabolic alkalosis via infusion of bicarbonate a) Set tables under View Output: for acid-base output (and possible use in plotting on a Davenport diagram) PH, PCO2A, BICARB, AVENT, IFMIN, EXBIC (note: look these up in Help) b) Set up the infusion (note order in which variables are set) 1) IFMIN = 60 2) IFBIC = 240 (Run for 0 min, 0 printouts) 3) IFVOL = 1000 c) run for 1H, 10 (min) between printouts d) Characterize acid-base status at 0.0, 0.5 & 1.0 hour (by a Davenport plot if available), identify the primary acid base problem and secondary compensations (if present).
    [Show full text]