Rheological Characterization of Fiber Suspensions Prepared from Vegetable Pulp and Dried Fibers. A Comparative Study.
|
|
- Cynthia Weaver
- 6 years ago
- Views:
Transcription
1 ANNUAL TRANSACTIONS OF THE NORDIC RHEOLOGY SOCIETY, VOL. 3, 5 Rheological Characterizatio of Fiber Suspesios Prepared from Vegetable Pulp ad Dried Fibers. A Comparative Study. Elea Bayod, Ulf Bolmstedt -, Fredrik Iigs 3, Eva Torberg Departmet of Food Egieerig, Lud Uiversity, P.O. Box 4, S- Lud, Swede. Tetra Pak Processig Compoets, P.O. Box 3, S- Lud, Swede. 3 Tetra-Pak Processig Systems, S-86, Lud, Swede. Correspodig author elea.bayod@livstek.lth.se ABSTRACT The effect of the water isoluble solids (WIS) cotet, the particle size, ad the water holdig capacity o the rheological properties of fiber suspesios has bee studied. The flow behavior of the suspesios was described by a power law model i the shear rate rage betwee ad s -. INTRODUCTION The rheological properties of food products are importat to cotrol, both durig processig ad storage, as they affect the quality of the fial product. Moreover, reliable rheological data allows a better desig of the process ad the processig equipmet. Vegetable foods cosist to a large extet of cell wall material. Whe this type of foods are mashed ito purees ad pastes they form a dispersio of fibers, whole cells, cell fragmets ad proteis (i.e. the pulp) i a cotiuous phase, usually a aqueous solutio of sugars (i.e. the serum). Literature o the rheology of fluid foods is wide ad ofte cotradictory, ad has bee rather focused o describig the effect of both the cocetratio ad temperature o viscosity,, 3. The role of the pulp cotet o the rheological properties of fluid foods such as tomato puree 4 or tomato juice 5 has previously bee studied. The structure of the cell wall material ad how it is disitegrated ad swolle i the cotiuous phase is of key importace to cotrol the rheological behavior of fibrous suspesios uder flow coditios. We have therefore chose to geerally characterize ad study the rheological behavior of cell wall materials as dried fibers ad vegetable pulps (i.e. differet swellig capacities) ad from differet origis (i.e. differet compositio) i suspesios of similar fiber cotet. MATERIAL AND METHODS Dry fiber suspesios. Three differet types of commercial dried fibers with similar particle size (3-35 µm) were used: potato fiber (Lyckeby Culiar), apple fiber (Vitacel AF 4-3) ad cellulose fibers (Vitacel L 6-3). Fibers were suspeded at differet cocetratios (.5,, 3, 5 ad 7 % w/w) i a aqueous sucrose solutio (ºBrix) with differet amouts of pectis HM- (CPKelco). The pecti cotet was chose to be.4 % for both potato ad apple fibers ad.8 % for cellulose fibers, i order to avoid precipitatio of the fibers. Pulp dilutios. Three differet types of pulp were chose: mechaically pressed potato pulp obtaied from the process of extractio of potato starch, commercial mashed apples, obtaied from mechaically pressed apples ad separated through a sieve ad two tomato pastes obtaied by hot break with ~3 ad ~9ºBrix, respectively. Potato pulp was diluted with water to 5 ad % w/w. Mashed apples were diluted (8, 7, 6, 5, 4, 3,, % w/w) i a aqueous 49
2 suspedig medium ( % sugar,.8 % pectis HM-). Fially, tomato pastes were diluted to 8, 6, 5, 4, ad % w/w i a suspedig medium (% sugar ad.8% pectis HM-). Geeral characterizatio. Particle size ad shape was studied by light microscopy (Olympus BX5) ad a laser diffractio method (Coulter LS 3) applyig the Frauhofer optical model. Water isoluble solids (WIS) were calculated from the differece betwee the dry matter ad the water soluble solids cotet, Eq. (), ad it is assumed to be the isoluble fiber cotet. TS SS WIS = () SS Dry matter (TS) was measured i a vacuum ove for 6 h at 7ºC. Water soluble solids (SS) was measured with a maual refractometer as ºBrix. Rheological characterizatio. A rotatioal cotrolled-stress rheometer was used to study the suspesios uder steady-state coditios at ºC. The viscosity of the fiber suspesios ad of the mashed apple dilutios was measured i a cocetric cylider rheometer (mm gap, smooth surface). The viscosity of both tomato pastes was measured i a serrated-cocetric cylider rheometer ( mm gap) i order to avoid slippage at the wall. The viscosity of potato pulp was measured i a tube viscometer (L=3 m, d i =4 mm), i order to avoid disturbaces due to the large particles of this sample. Power law model, Eq. () was applied to the data, ad both, K ad parameters were determied i the rage of shear rates betwee ad s -. τ & = K γ () Flow properties were determied at ºC because this is a relevat temperature durig pumpig. The depedece o the temperature was studied i a rage of to 3ºC. Tomato ad potato pulp showed o depedece withi the studied rage. The mashed apple suspesios were sesitive to temperature. The effect of temperature o the dried fibers was studied i a separate work ad the viscosity slightly decreased with icreasig temperature. However, the effect of the pulp cotet ad structure seems to be much greater tha the possible effect of temperature. Thus, the temperature effect o the dried fiber ad pulp suspesios will ot be cosidered further. RESULTS Particle size. The dried fibers were a mixture of heterogeeous particles with a aspect ratio ragig betwee.5 ad 7 ad a equivalet volume based diameter of 3-35µm (Fig. a, b). Pulps were a mixture of whole cells, cell fragmets, skis ad free fibers (Fig. c, d), with a equivalet volume diameter of ~8, ~4 ad ~47 µm for tomato, potato ad apple, respectively (Table ). It has to be emphasized that the volume-based particle size distributio was uimodal but wide. A C Figure. Typical photomicrographs of both dried fibers ad pulp suspesios: (a) potato fibers, bar µm, (b) cellulose fibers, bar µm, (c) mashed apples, bar µm, (d) detail of the fiber aggregatio i tomato paste ~9 ºBrix, bar 5µm. B D 5
3 Table. Compositioal characteristics of both the dried fibers ad the pulp suspesios. Cotet Particle size ph SS WIS moisture separatio of water % µm - ºBrix % % by Potato fibers 7. 33,6 ± 66, , gravity Apple fibers 7. < ,6 gravity Cellulose fibers 7. 33, ± 63, ,9 gravity Potato pulp. 49, ± 46 - ~ o-separatio Mashed apples. 463, ± ~ gravity Tomato paste~3. 8, ± , cetrifugatio Tomato paste~9. 7,9 ± , cetrifugatio Accordig to the supplier Soluble solids measured o tomato serum Water holdig capacity. The cotet of water i 3 ad 9ºBrix tomato paste is 76.7 ad 69.6 %, respectively; i the apple pulp it is 87.7 % ad i potato pulp it is 78.5 %. For the 7% fiber suspesios the water cotet was aroud 7 %, idepedetly of the type of fiber (Table ). Water is held iside the capillaries betwee the fibers. For the o diluted potato pulps it was impossible to release water by cetrifugatio at 3 g for mi, eve if the water cotet of those pulps was high. For tomato paste, oly about 9.9 % of the serum was separated by cetrifugatio uder the same coditios. However, the water cotaied i the apple pulp was easily separated by gravity. Water was easily separated by cetrifugatio i the potato pulp dilutios, but it was more difficult to separate by gravity. Rheological characterizatio. The suspesios of the fibers ad the pulps preseted a very differet viscosity behavior. Figure shows the depedecy of the power-law parameters, the cosistecy coefficiet (K) ad the flow behavior idex,9 A 5,9 B 5,8 4,8,7,7,6,5 3 K,6,5 5 K,4,4,3,3,, 5,, %fibers (WIS) % fibers (WIS) Figure. K ad parameters as a fuctio of the fiber cocetratio, determied i a shear rage of ad s - applyig a power law model (Eq. ), to the viscosity curve. A) Fibers: potato ( ), apple ( ) ad cellulose ( ) ad B) Pulps: tomato paste 3 ad 9ºBrix ( ad, respectively), mashed apples ( ) ad potato pulp ( ). Filled symbols are K-values ad empty symbols are -values. 5
4 (), o the fiber cocetratio, for both dried fibers (Fig. A) ad pulp suspesios (Fig. B). From Fig. A, it is observed that -values icrease slightly with decreasig cocetratio ad are sigificatly higher tha those i pulps (Fig. B). I additio, K- values were much lower (<5 Pa s ) i the suspeded fibers, whereas i the pulps they raged betwee 5 ad.5 Pa s. For the pulps, there is a drastic icrease of the - value below % fiber cocetratio ad a more or less expoetial decrease of K with decreasig fiber cocetratio (Fig. B). Note that the calculated K ad parameters are oly valid i the studied rage of shear rates (- s - ). DISCUSSION The reaso for this large differece i rheological behavior betwee dried fibers ad pulps of similar fiber cotet might be due to the fact that the origial physical structure of dried fibers have bee destroyed durig extractio ad dryig. There was o swellig of these fibers, as o chage of the fiber diameter was observed after days i a aqueous solutio. Earlier, Harper ad El Sahrigi 6 showed that the viscosity of recostituted tomato cocetrate was oly about oe third of that of the correspodig origial sample. I our study, moreover, the smaller particle size of the dried fibers alog with their arrower particle size distributio gave rise to a better packig of the fiber particles ad hece, the volume that those fibers occupied i the suspesios was probably very small compared to that of the pulps, at the same fiber cotet. I pulps, fibers ad cells are i a swolle state, which icreases their volume fractio ad hece, the umber of cotacts betwee the particles, resultig i a higher viscosity. Figure 3 clearly shows the eormous differece i viscosity betwee two tomato pastes ad some of the dried fiber suspesios, at similar fiber (or WIS) cotet. The origi of the material gave rise to large differeces i the rheological behavior of pulps (Fig. B), whereas smaller or o differeces were oted for the dried fibers (Fig. A). viscosity (Pa s),,, shear rate (/s) Figure 3. Viscosity as a fuctio of shear rate: ( ) tomato paste ~3 ºBrix, ( ) tomato paste ~9 ºBrix, (x) potato fibers at 7 %, ( ) potato fibers at 3 %, ( ) apple fibers at 7 %, (*) apple fibers at 3 %, (-) cellulose fibers at 7%, (+) cellulose fibers at 3%. Ideed, tomato pastes of similar particle size showed differet flow properties, ad potato pulp (~4 µm) behaved closer to the tomato paste of 3 Brix (~8 µm) tha to the mashed apple suspesio (~47 µm). This suggests that ot oly the particle size is importat, but also how these particles iteract ad form a etwork plays a importat role o the flow behavior of the suspesios. It is speculated that the mashed apple icludes more water i its etwork tha the potato pulp does. Iterestigly, the apple pulp gave rise to the largest viscosity per gram of fiber (or WIS). I fact, this sample was the most mildly processed pulp compared to the others, where the latter were cocetrated to high solid level by more severe mechaical 5
5 treatmet. It is also oted that the 9 Brix tomato paste was processed to a lesser extet tha the 3 Brix paste. The mechaical history of a tomato juice has earlier bee foud to greatly affect its viscosity 5. Below a specific level of fiber cotet (about %), the pulp suspesios behave i a differet fashio, deoted by a drastic chage i the slope of the -value (Fig. B). This could be a idicatio of a chage i the flow regime from plug to poiseuille, i.e. from a yield stress fluid to a o-yieldig oe. CONCLUSIONS The flow behavior of both dried fibers ad pulp suspesios is pseudoplastic ad the rheological data is adequately described by the power law model, withi the covered rage of shear rates (- s-). Large differeces i the rheological behavior betwee dried fibers ad pulps are foud. For pulp suspesios, the flow behavior idex () is early idepedet of the cocetratio of fiber up to a specific fiber cotet (about %), whereas the cosistecy coefficiet (K) decreases expoetially with decreasig WIS i the cocetratio rage studied (-7 % WIS). The structure of the fibers ad the extet to which they were previously processed seem to be the key parameters determiig the rheological properties of these suspesios. ACKNOWLEDGMENTS The authors wish to thak Orkla Foods, Kiviks Musteri ad Lyckeby Culiar for providig the pulp samples. REFERENCES. B. Abu-Jdayil, F. Baat, R. Jumah, S. Al-Asheh ad S. Hammad, A comparative study of rheological characteristics of tomato paste ad tomato powder solutios. It. J. Food Prop., vol. 7, pp , 4.. N. Grigelmo-Miguel, A. Ibarz-Ribas ad O. Martí-Belloso, Rheology of peach dietary fiber suspesios. J. Food Egieerig, vol. 39, pp. 9-99, M.K. Krokida, Z.B. Maroulis ad G.D. Saravacos, Rheological properties of fluid fruit ad vegetable puree products: compilatio of literature data. It. J. Food Prop., vol. 4, pp. 79-,. 4. B.Yoo ad M.A.Rao, Effect of uimodal particle size ad pulp cotet o rheological properties of tomato puree. J. Texture Studies, vol. 5, pp , N. Beresovsky, I.J. Kopelma ad S. Mizrahi, The role of pulp iterparticle iteractio i determiig tomato juice viscosity. J. Food Processig Preservatio, vol. 9, pp.33-46, J.C. Harper ad A.F. El Sahrigi, Viscometric behavior of tomato cocetrates. J. Food Sci., vol. 3, pp ,
Statistical Analysis and Graphing
BIOL 202 LAB 4 Statistical Aalysis ad Graphig Aalyzig data objectively to determie if sets of data differ ad the to preset data to a audiece succictly ad clearly is a major focus of sciece. We eed a way
More informationOutline. Neutron Interactions and Dosimetry. Introduction. Tissue composition. Neutron kinetic energy. Neutron kinetic energy.
Outlie Neutro Iteractios ad Dosimetry Chapter 16 F.A. Attix, Itroductio to Radiological Physics ad Radiatio Dosimetry Neutro dosimetry Thermal eutros Itermediate-eergy eutros Fast eutros Sources of eutros
More informationPractical Basics of Statistical Analysis
Practical Basics of Statistical Aalysis David Keffer Dept. of Materials Sciece & Egieerig The Uiversity of Teessee Koxville, TN 37996-2100 dkeffer@utk.edu http://clausius.egr.utk.edu/ Goveror s School
More informationDISTRIBUTION AND PROPERTIES OF SPERMATOZOA IN DIFFERENT FRACTIONS OF SPLIT EJACULATES*
FERTILITY AND STERILITY Copyright 1972 by The Williams & Wilkis Co. Vol. 23, No.4, April 1972 Prited i U.S.A. DISTRIBUTION AND PROPERTIES OF SPERMATOZOA IN DIFFERENT FRACTIONS OF SPLIT EJACULATES* R. ELIASSON,
More informationFinite Element Simulation of a Doubled Process of Tube Extrusion and Wall Thickness Reduction
World Joural of Mechaics, 13, 3, 5- http://dx.doi.org/1.3/wjm.13.35 Published lie August 13 (http://www.scirp.org/joural/wjm) Fiite Elemet Simulatio of a Doubled Process of Tube Extrusio ad Wall Thickess
More informationPlantar Pressure Difference: Decision Criteria of Motor Relearning Feedback Insole for Hemiplegic Patients
22 4th Iteratioal Coferece o Bioiformatics ad Biomedical Techology IPCBEE vol.29 (22) (22) IACSIT Press, Sigapore Platar Pressure Differece: Decisio Criteria of Motor Relearig Feedback Isole for Hemiplegic
More informationS3: Ultrasensitization is Preserved for Transient Stimuli
S3: Ultrasesitizatio is Preserved for Trasiet Stimuli I the followig we show that ultrasesitizatio is preserved (albeit weaeed) upo trasiet stimulatio (e.g. due to receptor dowregulatio) as log as the
More informationStress Distribution within the Osteochondral Lesions of the Talus with Nonshoulder-type and Shoulder-type
Stress Distributio withi the Osteochodral Lesios of the Talus with Noshoulder-type ad Shoulder-type Departmet of Orthopaedic Surgery, Fukuoka Uiversity Faculty of Medicie, JAPAN Tomoobu Hagio, MD, PhD,
More informationSupplementary Information
Supplemetary Iformatio Quatitative detectio of itric oxide i exhaled huma breath by extractive electrospray ioizatio mass spectrometry Susu Pa a, Yog Tia b, Mig Li c, Jiuya Zhao d, Lala Zhu d, Wei Zhag
More informationCopy of: Proc. IEEE 1998 Int. Conference on Microelectronic Test Structures, Vol.11, March 1998
Copy of: Proc. IEEE 998 It. Coferece o Microelectroic Test Structures, Vol., March 998 Wafer Level efect esity istributio Usig Checkerboard Test Structures Christopher Hess, Larg H. Weilad Istitute of
More informationChapter 25 Fluid, electrolyte, and acid-base homeostasis
Chapter 25 Fluid, electrolyte, ad acid-base homeostasis Body Fluid Compartmets I lea adults, body fluids costitute 55% of female ad 60% of male total body mass Itracellular fluid (ICF) iside cells About
More informationBasic Requirements. of meeting cow herd production and profitability goals for the beef cattle enterprise.
Basic Requiremets It is imperative that cattle producers have a adequate uderstadig of the basic utriet requiremets of the cow herd to make iformed ad effective utritio-related decisios. by Matt Hersom,
More informationRaising Healthy Kids: Colostrum Management and Prevention of Failure of Passive Transfer
11/11/14! Raisig Healthy Kids: Colostrum Maagemet ad Prevetio of Failure of Passive Trasfer Cassi Plummer, DVM Iowa State Uiversity College of Veteriary Medicie Itroductio Colostrum Maagemet Failure of
More informationA Supplement to Improved Likelihood Inferences for Weibull Regression Model by Yan Shen and Zhenlin Yang
A Supplemet to Improved Likelihood Ifereces for Weibull Regressio Model by Ya She ad Zheli Yag More simulatio experimets were carried out to ivestigate the effect of differet cesorig percetages o the performace
More informationBody Mass Index and Disability Pension in Middle-Aged Men Non-Linear Relations
Iteratioal Joural of Epidemiology O Iteratioal Epridemlotoglcal Associatio 199 Vol. 25, No. 1 Prited i Great Britai Body Mass Idex ad Disability Pesio i Middle-Aged Me No-Liear Relatios NILS-OVE MANSSON,*
More informationObjectives. Sampling Distributions. Overview. Learning Objectives. Statistical Inference. Distribution of Sample Mean. Central Limit Theorem
Objectives Samplig Distributios Cetral Limit Theorem Ivestigate the variability i sample statistics from sample to sample Fid measures of cetral tedecy for distributio of sample statistics Fid measures
More informationImproving the Bioanalysis of Endogenous Bile Acids as Biomarkers for Hepatobiliary Toxicity using Q Exactive Benchtop Orbitrap?
Troy Voelker, Mi Meg Tadem Labs, Salt Lake City, UT Kevi Cook, Patrick Beett Thermo Fisher Scietific, Sa Jose, CA Improvig the Bioaalysis of Edogeous Bile Acids as Biomarkers for Hepatobiliary Toxicity
More informationChem 135: First Midterm
Chem 135: First Midterm September 30 th, 2013 Please provide all aswers i the spaces provided. You are ot allowed to use a calculator for this exam, but you may use (previously disassembled) molecular
More informationCHAPTER 8 ANSWERS. Copyright 2012 Pearson Education, Inc. Publishing as Addison-Wesley
CHAPTER 8 ANSWERS Sectio 8.1 Statistical Literacy ad Critical Thikig 1 The distributio of radomly selected digits from to 9 is uiform. The distributio of sample meas of 5 such digits is approximately ormal.
More informationConceptions Rates using Brahman Bull Semen Frozen in Milk Based Extender Containing Egg Yolk or Soybean Lipids:
Coceptios Rates usig Brahma Bull Seme Froze i Milk Based Exteder Cotaiig Egg Yolk or Soybea Lipids: Field study i tropical coditios R. Gozález 1,2, M. Rosales 3 F. Perea 3, J. Velarde 2, E. Soto 1,2, R.
More informationReview for Chapter 9
Review for Chapter 9 1. For which of the followig ca you use a ormal approximatio? a) = 100, p =.02 b) = 60, p =.4 c) = 20, p =.6 d) = 15, p = 2/3 e) = 10, p =.7 2. What is the probability of a sample
More informationChildren and adults with Attention-Deficit/Hyperactivity Disorder cannot move to the beat
1 SUPPLEMENTARY INFORMATION Childre ad adults with Attetio-Deficit/Hyperactivity Disorder caot move to the beat Frédéric Puyjariet 1, Valeti Bégel 1,2, Régis Lopez 3,4, Delphie Dellacherie 5,6, & Simoe
More informationSTATISTICAL ANALYSIS & ASTHMATIC PATIENTS IN SULAIMANIYAH GOVERNORATE IN THE TUBER-CLOSES CENTER
March 3. Vol., No. ISSN 37-3 IJRSS & K.A.J. All rights reserved STATISTICAL ANALYSIS & ASTHMATIC PATIENTS IN SULAIMANIYAH GOVERNORATE IN THE TUBER-CLOSES CENTER Dr. Mohammad M. Faqe Hussai (), Asst. Lecturer
More informationStatistics 11 Lecture 18 Sampling Distributions (Chapter 6-2, 6-3) 1. Definitions again
Statistics Lecture 8 Samplig Distributios (Chapter 6-, 6-3). Defiitios agai Review the defiitios of POPULATION, SAMPLE, PARAMETER ad STATISTIC. STATISTICAL INFERENCE: a situatio where the populatio parameters
More informationChapter 8 Descriptive Statistics
8.1 Uivariate aalysis ivolves a sigle variable, for examples, the weight of all the studets i your class. Comparig two thigs, like height ad weight, is bivariate aalysis. (Which we will look at later)
More informationAppendix C: Concepts in Statistics
Appedi C. Measures of Cetral Tedecy ad Dispersio A8 Appedi C: Cocepts i Statistics C. Measures of Cetral Tedecy ad Dispersio Mea, Media, ad Mode I may real-life situatios, it is helpful to describe data
More informationModified Early Warning Score Effect in the ICU Patient Population
Lehigh Valley Health Network LVHN Scholarly Works Patiet Care Services / Nursig Modified Early Warig Score Effect i the ICU Patiet Populatio Ae Rabert RN, DHA, CCRN, NE-BC Lehigh Valley Health Network,
More informationEffect of Preparation Conditions of Activated Carbon Prepared from Rice Husk by ZnCl 2 Activation for Removal of Cu (II) from Aqueous Solution
Iteratioal Joural of Egieerig & Techology IJET-IJENS Vol:10 No:06 8 Effect of Preparatio Coditios of Activated Carbo Prepared from Rice Husk by ZCl Activatio for Removal of Cu (II) from Aqueous Solutio
More informationYOUR BEST DAYS START WITH BETTER PROTECTION FROM LOWS. *,1,2
YOUR BEST DAYS START WITH BETTER PROTECTION FROM LOWS. *,1,2 Oly SmartGuard TM from MiiMed takes actio for you whe you eed it most. MiiMed 530G system HIT THE ROAD. WORRY LESS ABOUT GOING LOW. *,1,3 37.5%
More informationChapter 21. Recall from previous chapters: Statistical Thinking. Chapter What Is a Confidence Interval? Review: empirical rule
Chapter 21 What Is a Cofidece Iterval? Chapter 21 1 Review: empirical rule Chapter 21 5 Recall from previous chapters: Parameter fixed, ukow umber that describes the populatio Statistic kow value calculated
More informationEstimation and Confidence Intervals
Estimatio ad Cofidece Itervals Chapter 9 McGraw-Hill/Irwi Copyright 2010 by The McGraw-Hill Compaies, Ic. All rights reserved. GOALS 1. Defie a poit estimate. 2. Defie level of cofidece. 3. Costruct a
More informationAPPROVAL REQUIRED. By approving this proof you are confirming that the contact information is correct.
APPROVAL REQUIRED Attached is a proof for your review. Please pay particular attetio to cotact iformatio such as phoe umbers, email addresses, web addresses ad mailig address. By approvig this proof you
More informationWhat are minimal important changes for asthma measures in a clinical trial?
Eur Respir J 1999; 14: 23±27 Prited i UK ± all rights reserved Copyright #ERS Jourals Ltd 1999 Europea Respiratory Joural ISSN 0903-1936 What are miimal importat chages for asthma measures i a cliical
More information23.3 Sampling Distributions
COMMON CORE Locker LESSON Commo Core Math Stadards The studet is expected to: COMMON CORE S-IC.B.4 Use data from a sample survey to estimate a populatio mea or proportio; develop a margi of error through
More informationFavorable domain size in proteins Dong Xu 1 * and Ruth Nussinov 1,2
Research Paper 11 Favorable domai size i proteis Dog Xu 1 * ad Ruth Nussiov 1,2 Backgroud: It has bee observed that sigle-domai proteis ad domais i multidomai proteis favor a chai legth i the rage 1 15
More informationCh 9 In-class Notes: Cell Reproduction
Ch 9 I-class Notes: Cell Reproductio All cells grow, duplicate their DNA, ad divide to multiply. This is called the cell cycle. Most Prokaryotic cells divide via biary fissio. Most Eukaryotic cells divide
More informationLIPIDS. Biomolecules soluble in organic solvents but not water (hydrophobic). Important in: n Cell membranes. n Storage for energy.
LIPIDS Biomolecules soluble i orgaic solvets but ot water (hydrophobic). Importat i: Cell membraes Storage for eergy Vitamis (Steroid) hormoes Classified ito: i. Simple lipids (oils/fats, wax) ii. Complex
More informationObjectives. Types of Statistical Inference. Statistical Inference. Chapter 19 Confidence intervals: Estimating with confidence
Types of Statistical Iferece Chapter 19 Cofidece itervals: The basics Cofidece itervals for estiatig the value of a populatio paraeter Tests of sigificace assesses the evidece for a clai about a populatio.
More informationMeasurement Variability in Duplex Scan Assessment of Carotid Atherosclerosis
Measuremet Variability i Duplex Sca Assessmet of Carotid Atherosclerosis Kim Sutto-Tyrrell, DrPH; Sidey K. Wolfso Jr., MD; Tria Thompso, BSN, RVT; ad Sheryl F. Kelsey, PhD Backgroud ad Purpose: The reproducibility
More informationCOMPARISON OF A NEW MICROCRYSTALLINE
Br. J. cli. Pharmac. (1979), 8, 59-64 COMPARISON OF A NEW MICROCRYSTALLINE DICOUMAROL PREPARATION WITH WARFARIN UNDER ROUTINETREATMENTCONDITIO D. LOCKNER & C. PAUL Departmet of Medicie, Thrombosis Uit,
More informationBayesian Sequential Estimation of Proportion of Orthopedic Surgery of Type 2 Diabetic Patients Among Different Age Groups A Case Study of Government
Bayesia Sequetial Estimatio of Proportio of Orthopedic Surgery of Type Diabetic Patiets Amog Differet Age Groups A Case Study of Govermet Medical College, Jammu-Idia Roohi Gupta, Priyaka Aad ad *Rahul
More informationGOALS. Describing Data: Numerical Measures. Why a Numeric Approach? Concepts & Goals. Characteristics of the Mean. Graphic of the Arithmetic Mean
GOALS Describig Data: umerical Measures Chapter 3 Dr. Richard Jerz Calculate the arithmetic mea, weighted mea, media, ad mode Explai the characteristics, uses, advatages, ad disadvatages of each measure
More informationMeasures of Spread: Standard Deviation
Measures of Spread: Stadard Deviatio So far i our study of umerical measures used to describe data sets, we have focused o the mea ad the media. These measures of ceter tell us the most typical value of
More informationINHIBITORS IN MILK: PROBLEMS and METHODS OF DETERMINATION. Joana Šalomskienė KTU Food Institute, Kaunas, Lithuania
INHIBITORS IN MILK: PROBLEMS ad METHODS OF DETERMINATION Joaa Šalomskieė KTU Food Istitute, Kauas, Lithuaia mikrobjs@lmai.lt, 837312380 Ihibitors (atimicrobials, atibacterial substaces) i dairy idustry:
More informationFracture of underwater notched structures
Egieerig Solid Mechaics 4 (2016) 43-52 Cotets lists available at GrowigSciece Egieerig Solid Mechaics homepage: www.growigsciece.com/esm Fracture of uderwater otched structures M.M. Mirsayar a* ad Behrouz
More informationSomatic cell score genetic parameter estimates of dairy cattle in Portugal using fractional polynomials 1
Published December 4, 214 Somatic cell score geetic parameter estimates of dairy cattle i Portugal usig fractioal polyomials 1 A. M. Martis, 2 A. M. Silvestre, M. F. Petim-Batista, ad J. A. Colaço Departmet
More informationGSK Medicine: Study Number: Title: Rationale: Study Period: Objectives: Indication: Study Investigators/Centers: Research Methods:
The study listed may iclude approved ad o-approved uses, mulatios or treatmet regimes. The results reported i ay sigle study may ot reflect the overall results obtaied o studies of a product. Bee prescribig
More informationInternational Journal of Mathematical Archive-4(3), 2013, Available online through ISSN
Iteratioal Joural of Mathematical Archive-4(), 201, 72-76 Available olie through www.ijma.ifo ISSN 2229 5046 QUALITY CONTOL OF SEA, BY USING DIFFEENT CHTS V. Vasu 1*, B. Kumara Swamy Achari 2 ad L. Sriivasulu
More informationCaribbean Examinations Council Secondary Education Certificate School Based Assessment Additional Math Project
Caribbea Examiatios Coucil Secodary Educatio Certificate School Based Assessmet Additioal Math Project Does good physical health ad fitess, as idicated by Body Mass Idex, affect the academic performace
More informationHow important is the acute phase in HIV epidemiology?
How importat is the acute phase i HIV epidemiology? Bria G. Williams South Africa Cetre for Epidemiological Modellig ad Aalysis (SACEMA), Stellebosch, Wester Cape, South Africa Correspodece should be addressed
More informationSupplementary Information for: Use of Fibonacci numbers in lipidomics. Enumerating various classes of fatty acids
Supplemetary Iformatio for: Use of Fiboacci umbers i lipidomics Eumeratig various classes of fatty acids Stefa Schuster *,1, Maximilia Fichter 1, Severi Sasso 1 Dept. of Bioiformatics, Friedrich Schiller
More informationStudy No.: Title: Rationale: Phase: Study Period: Study Design: Centres: Indication: Treatment: Objectives: Primary Outcome/Efficacy Variable:
UM27/189/ The study listed may iclude approved ad o-approved uses, formulatios or treatmet regimes. The results reported i ay sigle study may ot reflect the overall results obtaied o studies of a product.
More informationLecture Outline. BIOST 514/517 Biostatistics I / Applied Biostatistics I. Paradigm of Statistics. Inferential Statistic.
BIOST 514/517 Biostatistics I / Applied Biostatistics I Kathlee Kerr, Ph.D. Associate Professor of Biostatistics iversity of Washigto Lecture 11: Properties of Estimates; Cofidece Itervals; Stadard Errors;
More informationRADIESSE Dermal Filler for the Correction of Moderate to Severe Facial Wrinkles and Folds, Such As Nasolabial Folds
A PATIENT S GUIDE RADIESSE Dermal Filler for the Correctio of Moderate to Severe Facial Wrikles ad Folds, Such As Nasolabial Folds Read all the iformatio before you are treated with Radiesse dermal filler.
More informationPrimary: To assess the change on the subject s quality of life between diagnosis and the first 3 months of treatment.
Study No.: AVO112760 Title: A Observatioal Study To Assess The Burde Of Illess I Prostate Cacer Patiets With Low To Moderate Risk Of Progressio Ratioale: Little data are available o the burde of illess
More informationDEGRADATION OF PROTECTIVE GLOVE MATERIALS EXPOSED TO COMMERCIAL PRODUCTS: A COMPARATIVE STUDY OF TENSILE STRENGTH AND GRAVIMETRIC ANALYSES
Califoria State Uiversity, Sa Berardio CSUSB ScholarWorks Electroic Theses, Projects, ad Dissertatios Office of Graduate Studies 9-2014 DEGRADATION OF PROTECTIVE GLOVE MATERIALS EXPOSED TO COMMERCIAL PRODUCTS:
More informationOvarian Cancer Survival
Dairy Products, Calcium, Vitami D, Lactose ad Ovaria Cacer: Results from a Pooled Aalysis of Cohort Studies Stephaie Smith-Warer, PhD Departmets of Nutritio & Epidemiology Harvard School of Public Health
More informationSpecialties. SFunctional Acids
Specialties SFuctioal Acids Fuctioal Acids Fuctioal modificatio advaced tools Jugbuzlauer s experiece has led to a outstadig rage of products to satisfy customer eeds for sophisticated fuctioal igrediets
More informationSexuality and chronic kidney disease
Sexuality ad chroic kidey disease T H E K I D N E Y F O U N D A T I O N O F C A N A D A 1 Sexuality ad chroic kidey disease Let s talk about it Sexuality is a vital part of us all. It icludes may aspects
More informationThe relationship between hypercholesterolemia as a risk factor for stroke and blood viscosity measured using Digital Microcapillary
Joural of Physics: Coferece Series PAPER OPEN ACCESS The relatioship betwee hypercholesterolemia as a risk factor for stroke ad blood viscosity measured usig Digital Microcapillary To cite this article:
More informationPerformance Improvement in the Bivariate Models by using Modified Marginal Variance of Noisy Observations for Image-Denoising Applications
PROCEEDING OF WORLD ACADEM OF CIENCE, ENGINEERING AND ECHNOLOG VOLUME 5 APRIL 005 IN 307-6884 Performace Improvemet i the Bivariate Models by usig Modified Margial Variace of Noisy Observatios for Image-Deoisig
More informationSampling Distributions and Confidence Intervals
1 6 Samplig Distributios ad Cofidece Itervals Iferetial statistics to make coclusios about a large set of data called the populatio, based o a subset of the data, called the sample. 6.1 Samplig Distributios
More informationDetermination of chemical composition of milk marketed in Quetta, Pakistan
It. J. Adv. Res. Biol. Sci. (016). 3(): -103 Iteratioal Joural of Advaced Research i Biological Scieces ISSN: 3-06 www.ijarbs.com Volume 3, Issue - 016 Research Article Determiatio of chemical compositio
More informationInjectable Gel with 0.3% Lidocaine
Patiet Brochure Table of Cotets Frequetly Asked Questios 4 Safety 6 Troubleshootig 11 Admiistratio 12 Ijectable Gel with.3% Lidocaie Post Marketig Surveillace 13 Post-treatmet Checklist 14 User Assistace
More informationOptimized Extraction and Cleanup Protocols for LC/MS/MS Multi-Residue Determination of Veterinary Drugs in Milk
Optimized Extractio ad Cleaup Protocols for LC/MS/MS Multi-Residue Determiatio of Veteriary Drugs i Milk Michael S. Youg ad Kim Va Tra APPLICATION BENEFITS Efficiet, timesavig multi-class/ multi-residue
More informationMeasuring Dispersion
05-Sirki-4731.qxd 6/9/005 6:40 PM Page 17 CHAPTER 5 Measurig Dispersio PROLOGUE Comparig two groups by a measure of cetral tedecy may ru the risk for each group of failig to reveal valuable iformatio.
More information5.1 Description of characteristics of population Bivariate analysis Stratified analysis
Chapter 5 Results Page umbers 5.1 Descriptio of characteristics of populatio 121-123 5.2 Bivariate aalysis 123-131 5.3 Stratified aalysis 131-133 5.4 Multivariate aalysis 134-135 5.5 Estimatio of Attributable
More informationLIPIDS. Biomolecules soluble in organic solvents but not water (hydrophobic). Important in: n Cell membranes. n Storage for energy.
LIPIDS Biomolecules soluble i orgaic solvets but ot water (hydrophobic). Importat i: Cell membraes Storage for eergy Vitamis (Steroid) hormoes Classified ito: i. Simple lipids (oils/fats, wax) ii. Complex
More informationGuidance on the use of the Title Consultant Psychologist
Guidace o the use of the Title Cosultat Psychologist If you have problems readig this documet ad would like it i a differet format, please cotact us with your specific requiremets. Tel: 0116 2254 9568;
More informationternating C-G sequence into the BamHI site of ptr161 (8).
Proc. Nati. Acad. Sci. USA Vol. 8, pp. 626-621, October 1983 Biochemistry Eergetics of B-to-Z trasitio i DNA (DNA supercoilig/dna helical periodicity/two-dimesioal electrophoresis/statistical mechaical
More informationRouting-Oriented Update SchEme (ROSE) for Link State Updating
948 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 56, NO. 6, JUNE 28 Routig-Orieted Update SchEme () for Lik State Updatig Nirwa Asari, Gag Cheg, ad Na Wag Abstract Few works have bee reported to address the
More informationThe Skeletal System: Bone Tissue Chapter 6. Copyright 2009, John Wiley & Sons, Inc.
The Skeletal System: Boe Tissue Chapter 6 Fuctios of Boe ad Skeletal System Support Protectio Assistace i Movemet Mieral Homeostasis Blood Cell Productio(Hemopoiesis) q Triglyceride Storage q Yellow boe
More informationBiopharmaceutics Classification System (BCS) Biowaiver Assessment Report
Biopharmaceutics Classificatio System (BCS) Biowaiver Assessmet Report Bioequivalece Workig Group Versio 1- Feb 10, 2017 Versio Descriptio of Chage Author Effective Date v 1 Origial publicatio BE WG Feb
More informationConcepts Module 7: Comparing Datasets and Comparing a Dataset with a Standard
Cocepts Module 7: Comparig Datasets ad Comparig a Dataset with a Stadard Idepedece of each data poit Test statistics Cetral Limit Theorem Stadard error of the mea Cofidece iterval for a mea Sigificace
More information7 A complex molecular system: surfactant micelle
7 A complex molecular system: surfactat micelle formatio 7.1 Itroductio I this chapter we give a real life example of a theorectical study of a complex molecular system i the form of self-assemblig surfactats.
More informationMaximum Likelihood Estimation of Dietary Intake Distributions
CARD Workig Papers CARD Reports ad Workig Papers 8-1992 Maximum Likelihood Estimatio of Dietary Itake Distributios Jeffrey D. Helterbrad Iowa State Uiversity Follow this ad additioal works at: http://lib.dr.iastate.edu/card_workigpapers
More informationStatistics Lecture 13 Sampling Distributions (Chapter 18) fe1. Definitions again
fe1. Defiitios agai Review the defiitios of POPULATIO, SAMPLE, PARAMETER ad STATISTIC. STATISTICAL IFERECE: a situatio where the populatio parameters are ukow, ad we draw coclusios from sample outcomes
More informationResistance of quiescent and proliferating airway epithelial cells to H 2 O 2 challenge
Eur Respir J 27; 29: 633 642 DOI: 1.1183/931936.9396 CopyrightßERS Jourals Ltd 27 Resistace of quiescet ad proliferatig airway epithelial cells to H 2 O 2 challege M.P. Smit-de Vries*,, M. va der Toor,
More informationThe Nutritional Density Ratio Dilemma: Developing a Scale for Nutritional Value Paul D. Q. Campbell
The Nutritioal Desity Ratio Dilemma: Developig a Scale for Nutritioal Value Paul D. Q. Campbell Shared by Paul D. Q. Campbell The author(s) would appreciate your feedback o this article. Click the yellow
More informationStandard deviation The formula for the best estimate of the population standard deviation from a sample is:
Geder differeces Are there sigificat differeces betwee body measuremets take from male ad female childre? Do differeces emerge at particular ages? I this activity you will use athropometric data to carry
More informationModule Tag CHE_P3_M15 CHEMISTRY
1 Subject Cheistry Paper No ad Title 3 ad Iorgaic Cheistry-I (Stereocheistry, etal-ligad Equilibria ad Reactio echais of Trasitio etal Coplexes) odule No ad 15 ad Deteriatio of Costat by Job's ethod Title
More informationProduction of kiwi snack slice with different thickness: Drying kinetics, sensory and physicochemical analysis
AUSTRALIAN JOURNAL OF CROP SCIENCE SUBMITTED: 3-JUL-017 REVISED: 14-DEC-017 ACCEPTED: 14-DEC-017 AJCS 1(05):778-787 (018) doi: 10.1475/ajcs.18.1.05.PNE95 ISSN:1835-707 Productio of kiwi sack slice with
More informationEvaluation of C-14 Based Radiation Doses from Standard Food Ingestion in Korea
Evaluatio of C-14 Based Radiatio Doses from Stadard Igestio i Korea Gab-Bok Lee 1), Daechul Cho, I Hyoug Rhee ad Byug Gi Park 2) 1) Korea Electric Power Research Istitute 103-16 Muji-dog, Yusug-gu, Taejo
More informationEndothelin-1 (ET-1) has been found in renal
845 Effect of Edotheli-1 o Glomerular Hydraulic ressure ad Rei Release i Dogs Huabao Li, Mariem Sagmal, Mais J. Smith Jr., ad David B. Youg The preset study was desiged to aalyze quatitatively the effects
More informationBioPlex 2200 ToRC IgG and IgM Assays
22 System 22 ad Ig Assays A rapid ad comprehesive testig solutio for ad Ig testig Like No Other The 22 system offers IgG ad Ig assays to simultaeously detect atibodies to T. godii, rubella ad cytomegalovirus
More information5/7/2014. Standard Error. The Sampling Distribution of the Sample Mean. Example: How Much Do Mean Sales Vary From Week to Week?
Samplig Distributio Meas Lear. To aalyze how likely it is that sample results will be close to populatio values How probability provides the basis for makig statistical ifereces The Samplig Distributio
More informationCopper Complexation of Humic Substances Generated in a Landfill Site that is Mainly for Municipal Solid Waste Incineration Residue Disposal
Copper Complexatio of Humic Substaces Geerated i a Ladfill Site that is Maily for Muicipal Solid Waste Icieratio Residue Disposal Fumitake TAKAHASHI*, Kazuya YOKOHATA**, Takayuki SHIMAOKA* *Faculty of
More informationMacrominerals in free-ranging Swedish reindeer during winter
Macromierals i free-ragig Swedish reideer durig witer Birgitta Åhma 1, Axel Rydberg 2 ad Gustaf Åhma 2 Abstract: Samples of blood, rume, ad caecal cotets were take from 28 reideer (Ragifer taradus) slaughtered
More informationPostoperative pulmonary complications contribute importantly
Aals of Iteral Medicie Cliical Guidelies Preoperative Pulmoary Risk Stratificatio for Nocardiothoracic Surgery: Systematic Review for the America College of Physicias Gerald W. Smetaa, MD; Valerie A. Lawrece,
More information1 Barnes D and Lombardo C (2006) A Profile of Older People s Mental Health Services: Report of Service Mapping 2006, Durham University.
The Natioal Audit Office udertook a self-assessmet cesus of Commuity Metal Health Teams for Older People (CMHTs) betwee September ad December 2006. The overall fidigs are preseted i the Natioal Audit Office
More informationCOMBINATORIAL ON/OFF MODEL FOR OLFACTORY CODING. A.Koulakov 1, A.Gelperin 2, and D.Rinberg 2
COMBINATORIAL ON/OFF MODEL FOR OLFACTORY CODING A.Koulakov, A.Gelperi 2, ad D.Riberg 2. Cold Sprig Harbor Laboratory, Cold Sprig Harbor, NY, 724 USA 2. Moell Chemical Seses Ctr., Philadelphia, PA, 904
More informationCalculating Partition Coefficients of Chain Anchors in Liquid-Ordered and Liquid-Disordered Phases
Biophysical Joural Volume 98 May 2010 1883 1892 1883 Calculatig Partitio Coefficiets of Chai chors i Liquid-Ordered ad Liquid-Disordered Phases Mark J. Ulie, Gabriel S. Logo, M. Schick, ad Igal Szleifer
More informationKey Interactions of Polysorbates in Protein Formulations
Key Iteractios of Polysorbates i Protei Formulatios Has-Christia Mahler & Kishore Ravuri Pharmaceutical Developmet & Supplies, PTD Biologics EU Hoffma-La Roche AG, Basel, Switzerlad Surfactats are potet
More informationPostoperative pulmonary complications contribute importantly
Aals of Iteral Medicie Cliical Guidelies Preoperative Pulmoary Risk Stratificatio for Nocardiothoracic Surgery: Systematic Review for the America College of Physicias Gerald W. Smetaa, MD; Valerie A. Lawrece,
More informationAn Approach for Type Synthesis of Overconstrained 1T2R Parallel Mechanisms
A Approach for Type Sythesis of Overcostraied 1T2R Parallel Mechaisms C. Dog 1, H. Liu 1, Q. Liu 1, T. Su 1, T. Huag 1, 2 ad D. G. Chetwyd 2 1 Key Laboratory of Mechaism Theory ad Equipmet Desig of State
More informationQuantitative Evaluation of Stress Corrosion Cracking Based on Features of Eddy Current Testing Signals
E-Joural of Advaced Maiteace Vol.9-2 (2017) 78-83 Japa Society of Maiteology Quatitative Evaluatio of Stress Corrosio Crackig Based o Features of Eddy Curret Testig Sigals Li WANG 1,* ad Zhemao CHEN 2
More information04/11/2014 YES* YES YES. Attitudes = Evaluation. Attitudes = Unique Cognitive Construct. Attitudes Predict Behaviour
CLICK HERE : EXAMINING IMPLICIT AND EXPLICIT ATTITUDES TOWARD RAPE AND SEXUALLY AGGRESSIVE BEHAVIOUR IN MEN RECRUITED ONLINE Chatal A. Herma, Kevi L. Nues, & Natasha Loricz October 31 st, 2014 Carleto
More informationDietary glycemic load, added sugars, and carbohydrates as risk factors for pancreatic cancer: the Multiethnic Cohort Study 1 4
Dietary glycemic load, added sugars, ad carbohydrates as risk factors for pacreatic cacer: the Multiethic Cohort Study 1 4 Ute Nöthligs, Suzae P Murphy, Lye R Wilkes, Bria E Hederso, ad Laurece N Koloel
More informationIMPAIRED THEOPHYLLINE CLEARANCE IN PATIENTS WITH COR PULMONALE
Br. J. cli. Pharmac. (1979), 7, 33--37 IMPAIRED THEOPHYLLINE CLEARANCE IN PATIENTS WITH COR PULMONALE N. VICUNA,1 J.L. McNAY,l T.M. LUDDEN2 & H. SCHWERTNER3 'Divisio of Cliical Pharmacology, Departmets
More informationSimple intervention to improve detection of hepatitis B and hepatitis C in general practice
Simple itervetio to improve detectio of hepatitis B ad hepatitis C i geeral practice Zayab al-lami (GP-Birmigham) Co-authors:-Sarah Powell, Sally Bradshaw, Amada Lambert, David Mutimer ad Adrew Rouse Presetatio
More information