Serial Testing Using QuantiFERON TB Gold In tube

Size: px
Start display at page:

Download "Serial Testing Using QuantiFERON TB Gold In tube"

Transcription

1 Seril Testing Using QuntiFERON TB Gold In tue Assy in High Risk Popultion Richrd S. Grfein, PhD, MPH Professor Division of Glol Pulic Helth, School of Medicine University of Cliforni Sn Diego Tel: (Jnury 14, 2012) IGRA s for Injection Drug Users (IDUs) Avoids need for timely return visits Avoids prolems with plcement nd reding TST

2 Bckground Tijun, B.C., Mexico nd Sn Diego, CA shre the world s usiest torder crossing Tijun hs the 2 nd highest TB rte in Mexico HIV prevlence is low in Tijun, ut incresing due to injection drug use nd sex work IDUs with LTBI re t high risk for HIV coinfection nd susequent LTBI rectivtion Little dt on TB infection incidence mong IDUs Ojectives To estimte the prevlence nd incidence of M. tuerculosis infection nd identify risk ik fctors mong IDUs in Tijun, Mexico To evlute seril QFT testing in high prevlence popultion

3 Methods Proyecto El Cuete Phse III (PI: S. Strthdee) Design: Prticipnts were recruited etween April 2006 nd April 2007 for longitudinl cohort study. Eligiility criteri: Age 18 yers-old injected drugs in the pst month Spnish or English speking Intended to reside in Tijun for the next 18 months Recruitment: vi respondent driven smpling (RDS) Study visits t seline (BL), 6, 12, nd 18 months Behviorl risk ssessments nd HIV testing t ll visits TB testing t BL nd 18-month visits Methods Detecting M. Tuerculosis Infection QuntiFERON TB Gold In Tue (QFT) ssys performed per mnufcturer s instructions Whole lood collected directly into three heprinized tues contining TB specific ntigens, mitogen (positive control), or heprin only ( nil negtive control) Filled tues incuted t 37 C for hours nd centrifuged Tues refrigerted until trnsported to UCSD for ELISA I t t ti (IFN l l i ti i il t ) Interprettion (IFN γ levels in ntigen minus nil tues): 0.35 IU/ml Positive <0.35 IU/ml Negtive <0.5 or >8.0 IU/ml in the nil tue indeterminte

4 Dt Anlysis Included only IDUs who were QFT negtive t BL nd retested t 18 months Clculted incidence of QFT seroconversion t 18 months using mnufcturer s recommended cutoff (>0.35 IU/mL) nd multiple lternte cutoffs Used univrite nd multivrite logistic regression nlysis, djusted for RDS popultion weights, to identify fctors ssocited with QFT seroconversion All models repeted using lternte cutoffs Results 1,020 IDUs hd complete test results t BL 67% QFT positive 4.0% HIV positive 354 IDUs tested QFT negtive t BL 153 (43.2%) were retested t 18 months 24 (15.7%) indetermintes were excluded 129 (36.4%) IDUs included in this nlysis

5 Univrite Chrcteristics of IDUs y 18 month QFT Sttus sed on Mnufcturer s Recommended Cutoff (>0.35 IU/mL) QFT-positive QFT-negtive n (%) n (%) Totl n (%) P-vlue Totl Incidence 67 (51.9) 62 (48.1) 129 (100) --- Age in yers: Men (SD) 38.2 (9.4) 37.5 (6.7) 37.9 (8.2) 0.83 Age 50 yers 10 (14.9) 1 ( 1.6) 11 ( 8.5) 0.01 Mle gender 57 (85.1) 50 (80.6) 107 (82.9) 0.64 Speks some English 37 (55.2) 40 (64.5) 77 (59.7) 0.37 Homeless 10 (14.9) 3 ( 4.8) 13 (10.1) 0.08 Lived in household of 3 persons 41 (61.2) 24 (38.7) 65 (50.4) 0.01 Monthly income <3000 pesos 60 (89.6) 44 (71.0) 104 (80.6) 0.01 Tested HIV-positive 3 ( 4.5) 5 ( 8.1) 8 ( 6.2) 0.48 Assessed t 18 month visit. Other vriles ssessed t seline. All p vlues re djusted for RDS popultion weights. Chnge in IFN γ Levels etween Bseline nd 18 month Visits mong IDUs in Tijun, MX (n=129) IFN γ (IU/mL) 0.35

6 Chnge in IFN γ Levels etween Bseline nd 18 month Visits, mong IDUs in Tijun, MX (suset ner cutoff) IFN γ (IU/mL) M. Tuerculosis Incidence y IFN γ Cutoff Levels IFN-γ cut-off vlues N Pos 18m Inc.(95% CI) 12m Risk (95% CI) Expected 5-yer Prev. c (95% CI) IFN > % ( ) 38.6% ( ) 91% (84-96) IFN > % ( ) 34.1% ( ) 88% (79-93) IFN >0.35 (>0.7 incr.) % ( ) 27.8% ( ) 80% (69-88) IFN > % ( ) 23.1% ( ) 73% (60-82) IFN > % ( ) 20.1% ( ) 67% (53-76) IFN-γ levels > 0.35 nd incresed > 0.70 IU/mL etween seline nd 18-month visits considered positive. Risk clculted using stndrd risk-to-risk formuls for different time periods c Estimted 5-Yer prevlence ssuming clculted incidence rtes in closed popultion. All estimtes re djusted using RDS weights sed on QFT35 cutoff. Alternte cutpoints sed on pulished studies: Diel R, et l., Am J Respir Crit Cre Med. 2008;177(10): Higuchi K, et l, Tuerculosis. 2008;88(3): Pi M. Nture reviews. Microiology. 2010;8(3):242; uthor reply 242. Ringshusen FC, et l., BMC Infect Dis. 2010;10:220. Torres Cost J, et l., J Occup Med Toxicol. 2011;6:19. Zwerling A, et l., Thorx. 2012;67(1):62 70.

7 M. Tuerculosis Incidence y IFN γ Cutoff Levels IFN-γ cut-off vlues N Pos 18m Inc.(95% CI) 12m Risk (95% CI) Expected 5-yer Prev. c (95% CI) IFN > % ( ) 38.6% ( ) 91% (84-96) IFN > % ( ) 34.1% ( ) 88% (79-93) IFN >0.35 (>0.7 incr.) % ( ) 27.8% ( ) 80% (69-88) IFN > % ( ) 23.1% ( ) 73% (60-82) IFN > % ( ) 20.1% ( ) 67% (53-76) IFN-γ levels > 0.35 nd incresed > 0.70 IU/mL etween seline nd 18-month visits considered positive. Risk clculted using stndrd risk-to-risk formuls for different time periods c Estimted 5-Yer prevlence ssuming clculted incidence rtes in closed popultion. All estimtes re djusted using RDS weights sed on QFT35 cutoff. Alternte cutpoints sed on pulished studies: Diel R, et l., Am J Respir Crit Cre Med. 2008;177(10): Higuchi K, et l, Tuerculosis. 2008;88(3): Pi M. Nture reviews. Microiology. 2010;8(3):242; uthor reply 242. Ringshusen FC, et l., BMC Infect Dis. 2010;10:220. Torres Cost J, et l., J Occup Med Toxicol. 2011;6:19. Zwerling A, et l., Thorx. 2012;67(1): M. Tuerculosis Incidence y IFN γ Cutoff Levels IFN-γ cut-off vlues N Pos 18m Inc.(95% CI) 12m Risk (95% CI) Expected 5-yer Prev. c (95% CI) IFN > % ( ) 38.6% ( ) 91% (84-96) IFN > % ( ) 34.1% ( ) 88% (79-93) IFN >0.35 (>0.7 incr.) % ( ) 27.8% ( ) 80% (69-88) IFN > % ( ) 23.1% ( ) 73% (60-82) IFN > % ( ) 20.1% ( ) 67% (53-76) IFN-γ levels > 0.35 nd incresed > 0.70 IU/mL etween seline nd 18-month visits considered positive. Risk clculted using stndrd risk-to-risk formuls for different time periods c Estimted 5-Yer prevlence ssuming clculted incidence rtes in closed popultion. All estimtes re djusted using RDS weights sed on QFT35 cutoff. Alternte cutpoints sed on pulished studies: Diel R, et l., Am J Respir Crit Cre Med. 2008;177(10): Higuchi K, et l, Tuerculosis. 2008;88(3): Pi M. Nture reviews. Microiology. 2010;8(3):242; uthor reply 242. Ringshusen FC, et l., BMC Infect Dis. 2010;10:220. Torres Cost J, et l., J Occup Med Toxicol. 2011;6:19. Zwerling A, et l., Thorx. 2012;67(1):62 70.

8 M. Tuerculosis Incidence y IFN γ Cutoff Levels IFN-γ cut-off vlues N Pos 18m Inc.(95% CI) 12m Risk (95% CI) Expected 5-yer Prev. c (95% CI) IFN > % ( ) 38.6% ( ) 91% (84-96) IFN > % ( ) 34.1% ( ) 88% (79-93) IFN >0.35 (>0.7 incr.) % ( ) 27.8% ( ) 80% (69-88) IFN > % ( ) 23.1% ( ) 73% (60-82) IFN > % ( ) 20.1% ( ) 67% (53-76) IFN-γ levels > 0.35 nd incresed > 0.70 IU/mL etween seline nd 18-month visits considered positive. Risk clculted using stndrd risk-to-risk formuls for different time periods c Estimted 5-Yer prevlence ssuming clculted incidence rtes in closed popultion. All estimtes re djusted using RDS weights sed on QFT35 cutoff. Alternte cutpoints sed on pulished studies: Diel R, et l., Am J Respir Crit Cre Med. 2008;177(10): Higuchi K, et l, Tuerculosis. 2008;88(3): Pi M. Nture reviews. Microiology. 2010;8(3):242; uthor reply 242. Ringshusen FC, et l., BMC Infect Dis. 2010;10:220. Torres Cost J, et l., J Occup Med Toxicol. 2011;6:19. Zwerling A, et l., Thorx. 2012;67(1): Multivrite Odds Rtios for QFT Seroconversion y IFN γ Cutoff Levels Model 1 IFN 0.35 Model 2 IFN 0.35 & incr. >0.7 Model 3 IFN 0.50 Model 4 IFN 1.28 Model 5 IFN 1.67 Vrile OR OR OR OR OR Homeless c 6.9** 4.2* 6.0** * Lived entire life in Tijun 3.5* * Age 50 yers 9.7* 16.5* 12.4* 11.4** 8.8** Self-perceived HIV risk 0.3** ** Use mrijun dily c 6.2* * * p<0.05; *** p<0.01 Arevition: IFN = chnge in IFN gmm levels from seline to 18 month follow up visit Odds rtios (OR) re djusted for ll other vriles in ech model. All models re weighted for respondent driven smpling using popultion weights. Assessed t seline visit. c Assessed t 18 month visit.

9 Limittions Given the 18 month intervl etween QFT tests, the exct time of infection is unknown; thus, fctors ssocited with seroconversion my e correlted with, rther thn predictive of, infection. Respondent driven smpling might hve overestimted incidence due to network clustering; however, incidence estimtes were djusted for RDS weights. Conclusions Regrdless of IFN γ cutpoints used, IDUs in Tijun re t very high risk for Mt infection. Modifile risk fctors for incident Mt infection were identified nd interventions re needed to prevent Mt trnsmission nd LTBI rectivtion mong IDUs. Mnufcturer s recommended cutoff ppers pproprite, ut dditionl guidnce is needed regrding the interprettion of repet testing results in popultions t high risk for Mt infection.

10 Ptronto Pro Comusid Dr. Remedios Lozd Dr. Jorge Alvelis Dr. Mnuel Gllrdo Proyecto El Cuete Stff PreveTB Stff Acknowledgements ISESALUD Dr. Rfel Lnido Lorin Dr. Pris Cerecer Mri Luis Volker Soerenes Luis Sntn Oregon UCSD Dr. Steffnie Strthdee Dr. Antonino Ctnzro Dr. Roert Deiss Dr. Timothy Rodwell Dr. Jose Luis Burgos Jzmine Cuevs Alici Ver Pricilind Orozovich Andre Mntsios Sn Diego County DHS Dr. Kthleen Moser Alerto Colordo Dr. Chris Peter NIDA (Proyecto El Cuete: DA019829) NIDA T32 (DA023356): Drs. Deiss, Burgos, Rodwell UCSD Acdemic Sente grnt: Chest x rys Dr. Blnc Lomeli (PCI) for dvice nd TB trining Dr. Antonino Ctnzro (UCSD) for clinicl guidnce Specil thnks to the prticipnts who gve their time for this study

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report

DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of

More information

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.

Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3. The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only

More information

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013

Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013 Utiliztion of Smoking Cesstion Benefits in Medicid Mnged Cre, 2009-2013 Office of Qulity nd Ptient Sfety New York Stte Deprtment of Helth Jnury 2015 Introduction According to the New York Stte Tocco Control

More information

July 2005, NCJ 209588 Substance Dependence, Abuse, and Treatment of Jail Inmates, 2002. Highlights. No dependence or abuse 53 47 32.

July 2005, NCJ 209588 Substance Dependence, Abuse, and Treatment of Jail Inmates, 2002. Highlights. No dependence or abuse 53 47 32. U.S. Deprtment of Justice Office of Justice Progrms Bureu of Justice Sttistics Specil Report By Jennifer C. Krerg nd Doris J. Jmes BJS Sttisticins In 2002 more thn two-thirds of jil inmtes were found to

More information

Lecture 3 Gaussian Probability Distribution

Lecture 3 Gaussian Probability Distribution Lecture 3 Gussin Probbility Distribution Introduction l Gussin probbility distribution is perhps the most used distribution in ll of science. u lso clled bell shped curve or norml distribution l Unlike

More information

Small Businesses Decisions to Offer Health Insurance to Employees

Small Businesses Decisions to Offer Health Insurance to Employees Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults

More information

Test Management using Telelogic DOORS. Francisco López Telelogic DOORS Specialist

Test Management using Telelogic DOORS. Francisco López Telelogic DOORS Specialist Test Mngement using Telelogic DOORS Frncisco López Telelogic DOORS Specilist Introduction Telelogic solution for Requirements Mngement DOORS Requirements mngement nd trcebility pltform for complex systems

More information

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2

Rapid critical appraisal. using GATE. GATE: Graphic Appraisal Tool for Epidemiology. One picture: the GATE frame. 1 picture, 2 formulas & 3 acronyms 2 Rpid criticl pprisl GA: Grphic Apprisl ool for pidemiology using GA Rod Jckson University of Aucklnd, NZ Ferury 2011 1 1 picture, 2 formuls & 3 cronyms 2 ne picture: the GA frme British doctors smoking

More information

MA 15800 Lesson 16 Notes Summer 2016 Properties of Logarithms. Remember: A logarithm is an exponent! It behaves like an exponent!

MA 15800 Lesson 16 Notes Summer 2016 Properties of Logarithms. Remember: A logarithm is an exponent! It behaves like an exponent! MA 5800 Lesson 6 otes Summer 06 Rememer: A logrithm is n eponent! It ehves like n eponent! In the lst lesson, we discussed four properties of logrithms. ) log 0 ) log ) log log 4) This lesson covers more

More information

EQUATIONS OF LINES AND PLANES

EQUATIONS OF LINES AND PLANES EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint

More information

2015 EDITION. AVMA Report on Veterinary Compensation

2015 EDITION. AVMA Report on Veterinary Compensation 2015 EDITION AVMA Report on Veterinry Compenstion AVMA Report on Veterinry Compenstion 2015 EDITION Copyright 2015 by the All rights reserved. ISBN-13: 978-1-882691-31-9 AVMA Report on Veterinry Compenstion

More information

Hematopoietic stem cell transplantation

Hematopoietic stem cell transplantation Online Clinicl Investigtions Improved outcomes for stem cell trnsplnt recipients requiring peditric intensive cre Rnjit S. Chim, MD; Rodney C. Dniels, MD; Mi-Ok Kim, PhD; Dndn Li, MS; Derek S. Wheeler,

More information

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator

1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator AP Clculus Finl Review Sheet When you see the words. This is wht you think of doing. Find the zeros Find roots. Set function =, fctor or use qudrtic eqution if qudrtic, grph to find zeros on clcultor.

More information

Unit 6: Exponents and Radicals

Unit 6: Exponents and Radicals Eponents nd Rdicls -: The Rel Numer Sstem Unit : Eponents nd Rdicls Pure Mth 0 Notes Nturl Numers (N): - counting numers. {,,,,, } Whole Numers (W): - counting numers with 0. {0,,,,,, } Integers (I): -

More information

What is an IGRA? What is an IGRA? Are they available here? How do I use them? Learning Objectives

What is an IGRA? What is an IGRA? Are they available here? How do I use them? Learning Objectives What is an IGRA? Are they available here? How do I use them? Debbie Staley, RN, MPH TB Nurse Consultant VDH Division of Disease Prevention TB Control Program Learning Objectives Participants will be able

More information

Graphs on Logarithmic and Semilogarithmic Paper

Graphs on Logarithmic and Semilogarithmic Paper 0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl

More information

Subjective health complaints and psychosocial work environment among university personnel

Subjective health complaints and psychosocial work environment among university personnel Occuptionl Medicine Advnce Access published November 8, 2012 Occuptionl Medicine doi:10.1093/occmed/kqs188 Subjective helth complints nd psychosocil work environment mong university personnel Bente E.

More information

FAULT TREES AND RELIABILITY BLOCK DIAGRAMS. Harry G. Kwatny. Department of Mechanical Engineering & Mechanics Drexel University

FAULT TREES AND RELIABILITY BLOCK DIAGRAMS. Harry G. Kwatny. Department of Mechanical Engineering & Mechanics Drexel University SYSTEM FAULT AND Hrry G. Kwtny Deprtment of Mechnicl Engineering & Mechnics Drexel University OUTLINE SYSTEM RBD Definition RBDs nd Fult Trees System Structure Structure Functions Pths nd Cutsets Reliility

More information

Navy Asbestos Medical Surveillance Program 1990 1999: Demographic Features and Trends in Abnormal Radiographic Findings

Navy Asbestos Medical Surveillance Program 1990 1999: Demographic Features and Trends in Abnormal Radiographic Findings MILITARY MEDICINE, 171, 8:717, 2006 Nvy Asbestos Medicl Surveillnce Progrm 1990 1999: Demogrphic Fetures nd Trends in Abnorml Rdiogrphic Findings Gurntor: Dnielle M. Dell, MPH Contributors: Dnielle M.

More information

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur

Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur Module Anlysis of Stticlly Indeterminte Structures by the Mtrix Force Method Version CE IIT, Khrgpur esson 9 The Force Method of Anlysis: Bems (Continued) Version CE IIT, Khrgpur Instructionl Objectives

More information

Long-Term Prognosis for Clinical West Nile Virus Infection. 1 Current affiliation: U.S. Department of Veteran Affairs, West

Long-Term Prognosis for Clinical West Nile Virus Infection. 1 Current affiliation: U.S. Department of Veteran Affairs, West Long-Term Prognosis for Clinicl West Nile Virus Infection Anne Lbowitz Klee,* 1 Beth Mldin,* Brbr Edwin,* Iqbl Poshni,* Frzd Mostshri,* Annie Fine,* Mrcelle Lyton,* nd Denis Nsh* 2 Reltively little is

More information

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999

Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999 Economics Letters 65 (1999) 9 15 Estimting dynmic pnel dt models: guide for q mcroeconomists b, * Ruth A. Judson, Ann L. Owen Federl Reserve Bord of Governors, 0th & C Sts., N.W. Wshington, D.C. 0551,

More information

Distributions. (corresponding to the cumulative distribution function for the discrete case).

Distributions. (corresponding to the cumulative distribution function for the discrete case). Distributions Recll tht n integrble function f : R [,] such tht R f()d = is clled probbility density function (pdf). The distribution function for the pdf is given by F() = (corresponding to the cumultive

More information

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand

** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl

More information

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process An Undergrdute Curriculum Evlution with the Anlytic Hierrchy Process Les Frir Jessic O. Mtson Jck E. Mtson Deprtment of Industril Engineering P.O. Box 870288 University of Albm Tuscloos, AL. 35487 Abstrct

More information

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET)

Lobe of Origin and Histologic Type of Lung Cancer Associated With Asbestos Exposure in the Carotene and Retinol Efficacy Trial (CARET) AMERICAN JOURNAL OF INDUSTRIAL MEDICINE 32:582 591 (1997) Loe of Origin nd Histologic Type of Lung Cncer Associted With Asestos Exposure in the Crotene nd Retinol Efficcy Tril (CARET) C. Andrew Brodkin,

More information

Reasoning to Solve Equations and Inequalities

Reasoning to Solve Equations and Inequalities Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing

More information

Section 5-4 Trigonometric Functions

Section 5-4 Trigonometric Functions 5- Trigonometric Functions Section 5- Trigonometric Functions Definition of the Trigonometric Functions Clcultor Evlution of Trigonometric Functions Definition of the Trigonometric Functions Alternte Form

More information

, and the number of electrons is -19. e e 1.60 10 C. The negatively charged electrons move in the direction opposite to the conventional current flow.

, and the number of electrons is -19. e e 1.60 10 C. The negatively charged electrons move in the direction opposite to the conventional current flow. Prolem 1. f current of 80.0 ma exists in metl wire, how mny electrons flow pst given cross section of the wire in 10.0 min? Sketch the directions of the current nd the electrons motion. Solution: The chrge

More information

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn

P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn 33337_0P03.qp 2/27/06 24 9:3 AM Chpter P Pge 24 Prerequisites P.3 Polynomils nd Fctoring Wht you should lern Polynomils An lgeric epression is collection of vriles nd rel numers. The most common type of

More information

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( )

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( ) Polynomil Functions Polynomil functions in one vrible cn be written in expnded form s n n 1 n 2 2 f x = x + x + x + + x + x+ n n 1 n 2 2 1 0 Exmples of polynomils in expnded form re nd 3 8 7 4 = 5 4 +

More information

CDC TB Testing Guidelines and Recent Literature Update

CDC TB Testing Guidelines and Recent Literature Update Pocket Guide QuantiFERON -TB Gold CDC TB Testing Guidelines and Recent Literature Update Using IGRAs for TB screening in your patients June 2010 A full copy of the US Centers for Disease Control and Prevention

More information

Econ 4721 Money and Banking Problem Set 2 Answer Key

Econ 4721 Money and Banking Problem Set 2 Answer Key Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in

More information

Rate and Activation Energy of the Iodination of Acetone

Rate and Activation Energy of the Iodination of Acetone nd Activtion Energ of the Iodintion of Acetone rl N. eer Dte of Eperiment: //00 Florence F. Ls (prtner) Abstrct: The rte, rte lw nd ctivtion energ of the iodintion of cetone re detered b observing the

More information

The Determinants of Private Medical Insurance Prevalence in England

The Determinants of Private Medical Insurance Prevalence in England The Determinnts of Privte Medicl Insurnce Prevlence in Englnd Derek R. King, Elis Mossilos LSE Helth nd Socil Cre, London School of Economics nd Politicl Science LSE Helth nd Socil Cre Discussion Pper

More information

Operations with Polynomials

Operations with Polynomials 38 Chpter P Prerequisites P.4 Opertions with Polynomils Wht you should lern: Write polynomils in stndrd form nd identify the leding coefficients nd degrees of polynomils Add nd subtrct polynomils Multiply

More information

Integrating Health and Prevention Services in Syringe Access Programs: A Strategy to Address Unmet Needs in a High-Risk Population

Integrating Health and Prevention Services in Syringe Access Programs: A Strategy to Address Unmet Needs in a High-Risk Population Service Integrtion Integrting Helth nd Prevention Services in Syringe Access Progrms: A Strtegy to Address Unmet Needs in High-Risk Popultion Crolyn K. Burr, EdD, RN Deorh S. Storm, MSN, PhD Mry Jo Hoyt,

More information

Helicopter Theme and Variations

Helicopter Theme and Variations Helicopter Theme nd Vritions Or, Some Experimentl Designs Employing Pper Helicopters Some possible explntory vribles re: Who drops the helicopter The length of the rotor bldes The height from which the

More information

Factoring Polynomials

Factoring Polynomials Fctoring Polynomils Some definitions (not necessrily ll for secondry school mthemtics): A polynomil is the sum of one or more terms, in which ech term consists of product of constnt nd one or more vribles

More information

Or more simply put, when adding or subtracting quantities, their uncertainties add.

Or more simply put, when adding or subtracting quantities, their uncertainties add. Propgtion of Uncertint through Mthemticl Opertions Since the untit of interest in n eperiment is rrel otined mesuring tht untit directl, we must understnd how error propgtes when mthemticl opertions re

More information

Performance Monitoring Fundamentals: Demystifying Performance Assessment Techniques

Performance Monitoring Fundamentals: Demystifying Performance Assessment Techniques Performnce Monitoring Fundmentls: Demystifying Performnce Assessment Techniques Roert C. Rice, PhD Rchelle R. Jyringi Dougls J. Cooper, PhD Control Sttion, Inc. Deprtment of Chemicl Engineering Control

More information

J4.12 REGIONAL HYDROLOGICAL CYCLE AND WEATHER AND CLIMATE IN THE CONTIGUOUS UNITED STATES

J4.12 REGIONAL HYDROLOGICAL CYCLE AND WEATHER AND CLIMATE IN THE CONTIGUOUS UNITED STATES J4.12 REGIONAL HYDROLOGICAL CYCLE AND WEATHER AND CLIMATE IN THE CONTIGUOUS UNITED STATES 1. INTRODUCTION i Hu 1 nd Song Feng Climte nd Bio-Atmospheric Sciences rogrm School of Nturl Resource Sciences

More information

COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION

COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION Nthn S. Boyd nd Eric B. Brennn, USDA-ARS, Orgnic Reserch Progrm, 1636 E. Alisl Street, Slins, CA 93905 Astrct Weed mngement is

More information

Threshold Population Levels for Rural Retail Businesses in North Dakota, 2000

Threshold Population Levels for Rural Retail Businesses in North Dakota, 2000 Agribusiness & Applied Economics Miscellneous Report No. 191 July 2002 Threshold Popultion Levels for Rurl Retil Businesses in North Dkot, 2000 Rndl C. Coon nd F. Lrry Leistritz Deprtment of Agribusiness

More information

1896 Rutherford Road. Carlsbad, CA. For Lease 47,056 RSF. Features: Oceanside. Carlsbad. Pacific Ocean

1896 Rutherford Road. Carlsbad, CA. For Lease 47,056 RSF. Features: Oceanside. Carlsbad. Pacific Ocean 1896 Rurfd Rod Fetures: Cpte Hedqurter/R&D/Light Mnufcturing Cul-de-sc loction on Rurfd Rod Wlking distnce The Isl @ Crlsbd Retil Center resturnts, food court, retil services Approximtely 27,698 SF fice

More information

INITIATION OF THERAPY Patient-specific considerations for initiation of apixaban therapy include the following:

INITIATION OF THERAPY Patient-specific considerations for initiation of apixaban therapy include the following: UNC HEALTH CARE GUIDELINE Mngement of Apixn in Adults Apixn (Eliquis ) is n orl nticogulnt tht cts s fctor X inhiitor. It is pproved y the FDA for the prevention of stroke nd systemic emolism in ptients

More information

MEDICAL SURVEILLANCE MONTHLY REPORT

MEDICAL SURVEILLANCE MONTHLY REPORT AUGUST 2015 Volume 22 Number 8 msmr MEDICAL SURVEILLANCE MONTHLY REPORT PAGE 2 PAGE 9 Updte: Routine screening for ntibodies to humn immunodeficiency virus, civilin pplicnts for U.S. militry service nd

More information

9 CONTINUOUS DISTRIBUTIONS

9 CONTINUOUS DISTRIBUTIONS 9 CONTINUOUS DISTIBUTIONS A rndom vrible whose vlue my fll nywhere in rnge of vlues is continuous rndom vrible nd will be ssocited with some continuous distribution. Continuous distributions re to discrete

More information

Swine Health Impact on Carcass Contamination and Human Foodborne Risk

Swine Health Impact on Carcass Contamination and Human Foodborne Risk Reserch Articles Swine Helth Impct on Crcss Contmintion nd Humn Foodorne Risk H. Scott Hurd, DVM, PhD Jen Brudvig, DVM, MPH Jmes Dickson, PhD Jovn Mircet, DVM c Miroslv Polovinski c Nel Mtthews, MS, PhD

More information

The Velocity Factor of an Insulated Two-Wire Transmission Line

The Velocity Factor of an Insulated Two-Wire Transmission Line The Velocity Fctor of n Insulted Two-Wire Trnsmission Line Problem Kirk T. McDonld Joseph Henry Lbortories, Princeton University, Princeton, NJ 08544 Mrch 7, 008 Estimte the velocity fctor F = v/c nd the

More information

Health insurance exchanges What to expect in 2014

Health insurance exchanges What to expect in 2014 Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 02/13 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount

More information

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS

A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS Alcohol & Alcoholism Vol. 37, No. 5, pp. 444 450, 2002 A COMPARISON OF ALCOHOL SCREENING INSTRUMENTS AMONG UNDER-AGED DRINKERS TREATED IN EMERGENCY DEPARTMENTS THOMAS M. KELLY 1 *, JOHN E. DONOVAN 1, JANET

More information

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx

ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx IJB-2938; No. of Pges 12 i n t e r n t i o n l j o u r n l o f m e d i c l i n f o r m t i c s x x x ( 2 0 1 2 ) xxx xxx j ourn l homepge: www.ijmijournl.com Description nd comprison of qulity of electronic

More information

Interferon-gamma Release Assays: the Good, the Bad, and the Ugly

Interferon-gamma Release Assays: the Good, the Bad, and the Ugly Interferon-gamma Release Assays: the Good, the Bad, and the Ugly Susan E. Dorman, MD Center for TB Research Johns Hopkins University School of Medicine Maryland Center for Tuberculosis Control and Prevention

More information

Assessing authentically in the Graduate Diploma of Education

Assessing authentically in the Graduate Diploma of Education Assessing uthenticlly in the Grdute Diplom of Eduction Dr Mree DinnThompson Dr Ruth Hickey Dr Michelle Lsen WIL Seminr JCU Nov 12 2009 Key ides plnning process tht embeds uthentic ssessment, workintegrted

More information

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage:

Active & Retiree Plan: Trustees of the Milwaukee Roofers Health Fund Coverage Period: 06/01/2015-05/31/2016 Summary of Benefits and Coverage: Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge for: Single & Fmily Pln Type: NPOS This is only summry. If you wnt more detil bout your coverge nd costs, you cn get the complete

More information

Humana Critical Illness/Cancer

Humana Critical Illness/Cancer Humn Criticl Illness/Cncer Criticl illness/cncer voluntry coverges py benefits however you wnt With our criticl illness nd cncer plns, you'll receive benefit fter serious illness or condition such s hert

More information

Health insurance marketplace What to expect in 2014

Health insurance marketplace What to expect in 2014 Helth insurnce mrketplce Wht to expect in 2014 33096VAEENBVA 06/13 The bsics of the mrketplce As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum

More information

MAX. As an increasingly larger share of Medicaid enrollees MEDICAID POLICY BRIEF

MAX. As an increasingly larger share of Medicaid enrollees MEDICAID POLICY BRIEF MAX CENTERS FOR MEDICARE & MEDICAID SERVICES MEDICAID POLICY BRIEF Brief 14 December 2012 The Avilbility nd Usbility of Behviorl Helth Orgniztion Encounter Dt in MAX 2009 Jessic Nysenbum, Ellen Bouchery,

More information

BUSINESS OWNERS PACKAGE INSURANCE APPLICATION

BUSINESS OWNERS PACKAGE INSURANCE APPLICATION BUSINESS OWNERS PACKAGE INSURANCE APPLICATION Progrm ville through: CAMICO Insurnce Services Tel: 800.652.1772 Prt 1: Generl Informtion 1. Firm Nme: 2. Contct Person: (Person designted nd uthorized y the

More information

Tuberculosis Contact Investigation in a Renal Dialysis Center: Blood Vs. Skin test

Tuberculosis Contact Investigation in a Renal Dialysis Center: Blood Vs. Skin test Tuberculosis Contact Investigation in a Renal Dialysis Center: Blood Vs. Skin test Kevin L. Winthrop M.D., M.P.H. Assistant Professor of Medicine Divisions of Infectious Diseases and Public Health and

More information

Other reasons include control algorithm device failure and unknown reasons

Other reasons include control algorithm device failure and unknown reasons Supplementry Tble 1. Filure nlysis during closed loop. Number of nights when closed-loop turned on 311 Number of nights with 0 events 231 (74%) 1 event 70 (23%) 2 events 8 (3%) 3 events 0 4 events 1 (

More information

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00 COMP20212 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE Digitl Design Techniques Dte: Fridy 16 th My 2008 Time: 14:00 16:00 Plese nswer ny THREE Questions from the FOUR questions provided

More information

Assessing the Burden of Disease and Injury in Los Angeles County Using Disability-Adjusted Life Years

Assessing the Burden of Disease and Injury in Los Angeles County Using Disability-Adjusted Life Years Reserch Articles Assessing the Burden of Disese nd Injury in Los Angeles County Using Disbility-Adjusted Life Yers Gerld F. Kominski, PhD,b Pul A. Simon, MD, MPH c,d Alex Ho, MD, MPH c Jeffrey Luck, PhD,

More information

Health insurance exchanges What to expect in 2014

Health insurance exchanges What to expect in 2014 Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 11/12 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount

More information

Vectors. The magnitude of a vector is its length, which can be determined by Pythagoras Theorem. The magnitude of a is written as a.

Vectors. The magnitude of a vector is its length, which can be determined by Pythagoras Theorem. The magnitude of a is written as a. Vectors mesurement which onl descries the mgnitude (i.e. size) of the oject is clled sclr quntit, e.g. Glsgow is 11 miles from irdrie. vector is quntit with mgnitude nd direction, e.g. Glsgow is 11 miles

More information

National greenhouse gas inventory data for the period 1990 2010

National greenhouse gas inventory data for the period 1990 2010 United Ntions FCCC/SBI/2012/31 Distr.: Generl 16 November 2012 Originl: English Subsidiry Body for Implementtion Thirty-seventh session Doh, 26 November to 1 December 2012 Item 3(b) of the provisionl gend

More information

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered:

Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered: Appendi D: Completing the Squre nd the Qudrtic Formul Fctoring qudrtic epressions such s: + 6 + 8 ws one of the topics introduced in Appendi C. Fctoring qudrtic epressions is useful skill tht cn help you

More information

Prevalence of Cerebral Palsy in Quebec: Alternative Approaches

Prevalence of Cerebral Palsy in Quebec: Alternative Approaches Originl Pper Received: My 25, 2012 Accepted: September 20, 2012 Published online: Jnury 24, 2013 Prevlence of Cerebrl Plsy in Quebec: Alterntive Approches M. Oskoui L. Joseph b L. Dgenis c M. Shevell Deprtment

More information

Efficiency of Biologic Agents in the Treatment of Moderate to Severe Psoriasis

Efficiency of Biologic Agents in the Treatment of Moderate to Severe Psoriasis Acts Dermosifiliogr. 2009;100:792-803 ORIGINAL ARTICLES Efficiency of Biologic Agents in the Tretment of Moderte to Severe Psorisis AJ Blsco, P Lázro, C Ferrándiz, A Grcí-Díez, c nd J Liso d Técnics Avnzds

More information

Why is the NSW prison population falling?

Why is the NSW prison population falling? NSW Bureu of Crime Sttistics nd Reserch Bureu Brief Issue pper no. 80 September 2012 Why is the NSW prison popultion flling? Jcqueline Fitzgerld & Simon Corben 1 Aim: After stedily incresing for more thn

More information

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20%

Anthem Blue Cross Life and Health Insurance Company University of Southern California Custom Premier PPO 800/20%/20% Anthem Blue Cross Life nd Helth Insurnce Compny University of Southern Cliforni Custom Premier 800/20%/20% Summry of Benefits nd Coverge: Wht this Pln Covers & Wht it Costs Coverge Period: 01/01/2015-12/31/2015

More information

c. Values in statements are broken down by fiscal years; many projects are

c. Values in statements are broken down by fiscal years; many projects are Lecture 18: Finncil Mngement (Continued)/Csh Flow CEE 498 Construction Project Mngement L Schedules A. Schedule.of Contrcts Completed See Attchment # 1 ll. 1. Revenues Erned 2. Cost of Revenues 3. Gross

More information

Impact of the National School Lunch Program on Fruit and Vegetable Selection in Northeastern Elementary Schoolchildren, 2012 2013

Impact of the National School Lunch Program on Fruit and Vegetable Selection in Northeastern Elementary Schoolchildren, 2012 2013 Brief Reports Impct of the Ntionl School Lunch Progrm on Fruit nd Vegetble Selection in Northestern Elementry Schoolchildren, 2012 2013 Srh A. Amin, MPH Bethny A. Yon, PhD Jennifer C. Tylor, MS b Rchel

More information

Firm Objectives. The Theory of the Firm II. Cost Minimization Mathematical Approach. First order conditions. Cost Minimization Graphical Approach

Firm Objectives. The Theory of the Firm II. Cost Minimization Mathematical Approach. First order conditions. Cost Minimization Graphical Approach Pro. Jy Bhttchry Spring 200 The Theory o the Firm II st lecture we covered: production unctions Tody: Cost minimiztion Firm s supply under cost minimiztion Short vs. long run cost curves Firm Ojectives

More information

Exponential and Logarithmic Functions

Exponential and Logarithmic Functions Nme Chpter Eponentil nd Logrithmic Functions Section. Eponentil Functions nd Their Grphs Objective: In this lesson ou lerned how to recognize, evlute, nd grph eponentil functions. Importnt Vocbulr Define

More information

Journal of Infectious Diseases Advance Access published January 26, 2015

Journal of Infectious Diseases Advance Access published January 26, 2015 Journal of Infectious Diseases Advance Access published January 26, 2015 1 Effect of immune status on serial QuantiFERON-TB Gold In-Tube LTBI screening in persons with HIV in a low TB incidence country

More information

NQF Level: 2 US No: 7480

NQF Level: 2 US No: 7480 NQF Level: 2 US No: 7480 Assessment Guide Primry Agriculture Rtionl nd irrtionl numers nd numer systems Assessor:.......................................... Workplce / Compny:.................................

More information

All pay auctions with certain and uncertain prizes a comment

All pay auctions with certain and uncertain prizes a comment CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin

More information

Guidelines for TB Blood Testing. Minnesota Department of Health TB Prevention and Control Program June 2011

Guidelines for TB Blood Testing. Minnesota Department of Health TB Prevention and Control Program June 2011 Guidelines for TB Blood Testing Minnesota Department of Health TB Prevention and Control Program June 2011 Outline Interferon-Gamma Release Assays aka TB blood tests 1. What are they? 2. What are the current

More information

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs

Survival of Non-small Cell Lung Cancer Patients with Postoperative Recurrence at Distant Organs Survivl of Non-smll Cell Cncer Ptients with Postopertive Recurrence t Distnt Orgns Ichiro Yoshino, MD, 1,2 Tomofumi Yohen, MD, 1 Mschik Kitjim, MD, 1 Chie Ushijim, MD, 1 Kenichi Nishiok, MD, 1 Yukito Ichinose,

More information

COMPLEX FRACTIONS. section. Simplifying Complex Fractions

COMPLEX FRACTIONS. section. Simplifying Complex Fractions 58 (6-6) Chpter 6 Rtionl Epressions undles tht they cn ttch while working together for 0 hours. 00 600 6 FIGURE FOR EXERCISE 9 95. Selling. George sells one gzine suscription every 0 inutes, wheres Theres

More information

13 June 2013 www.wao.gov.uk. Implementation of the National Framework for Continuing NHS Healthcare

13 June 2013 www.wao.gov.uk. Implementation of the National Framework for Continuing NHS Healthcare 13 June 2013 www.wo.gov.uk Implementtion of the Ntionl Frmework for Continuing NHS Helthcre Implementtion of the Ntionl Frmework for Continuing NHS Helthcre I hve prepred this report for presenttion to

More information

Profile of Jail Inmates, 2002

Profile of Jail Inmates, 2002 U.S. Deprtment of Justice Office of Justice Progrms Revised, 10/12/04 th Bureu of Justice Sttistics Specil Report July 2004, NCJ 201932 Profile of Jil Inmtes, 2002 By Doris J. Jmes BJS Sttisticin At midyer

More information