Dynamic imaging of lateral diffusion by electron spin resonance

Size: px
Start display at page:

Download "Dynamic imaging of lateral diffusion by electron spin resonance"

Transcription

1 Dynmic imging of lterl diffusion by electron spin resonnce nd study of rottionl dynmics in model membrnes Effect of cholesterol Y.-K. Shin nd Jck H. Freed Bker Lbortory of Chemistry, Cornell University, Ithc, New York ABSTRACT The effects of cholesterol on the dynmics nd the structurl properties of two different spin probes, the sterol type CSL nd the phospholipid type 16-PC, in POPC/cholesterol oriented multilyer model membrnes were exmined. Our results re consistent with nonidel solution contining cholesterol-rich clusters creted by the self ssocition of cholesterol in POPC model membrnes. The lterl diffusion coefficient D of the spin probes ws mesured over the temperture rnge of 15 to 6C nd over the concentrtion rnge of to 3 mol % of cholesterol in the model membrne by the electron spin resonnce (ESR) imging method. The rottionl diffusion coefficients (including R1) nd the order prmeter S were determined utilizing nonliner lest squre ESR spectrl simultion method. D, RL nd S of CSL devite considerbly from liner dependence on mole percent cholesterol. The D of CSL ws decresed by fctor of four t 15C nd fctor of two t 6C for concentrtions of cholesterol over 1 mol %, wheres those of 16-PC were hrdly ffected. Cholesterol decresed R_ by fctor of 1 t 3 mol % of cholesterol, but it incresed slightly tht of 16- PC. A significnt increse of S for CSL due to the presence of cholesterol ws observed. It is shown how the difference in vrition of S for CSL vs. 16-PC with composition my be interpreted in terms of their respective ctivity coefficients, nd how single universl liner reltion is obtined for the S of both probes in terms of scled temperture. Simple but generl correltions of D nd of RL with S were lso found, which id in the interprettion of these diffusion coefficients. INTRODUCTION The physicl properties of phosphtidylcholine model membrnes contining cholesterol hve been the subject of extensive studies involving rnge of techniques. The techniques tht hve been used to study the phse behvior re clorimetry (1, 2), spin-lbeling electron spin resonnce (ESR) (3-6), fluorescence (7), freeze frcture electron microscopy (7, 8), x-ry nd electron diffrction (9), nd recently, Rmn spectroscopy (1), s well s neutron scttering long with freeze frcture electron microscopy (1 1). A conspicuous phse boundry in the temperturecomposition phse digrm ws found t -2 mol % of cholesterol in phosphtidylcholine model membrnes below the min chin melting temperture (Tm) (2-9), lthough it hd erlier been believed tht there ws phse boundry round 3 mol % (12). This phse boundry hs similr chrcteristics to the min chin melting phse trnsition: tht is, it is kind of gelto-liquid crystlline phse boundry, implying tht it is considerbly disordered fluid stte bove 2 mol % of cholesterol. On the other hnd, it is gel phse below 2 mol %. There re two solid phses (tilted LO. nd nontilted Lp phses) which coexist in the region where cholesterol is <2 mol % nd t tempertures below the pretrnsition temperture (Tp) (7, 11), wheres cholesterol-rich liquid crystline phse (P,B.) nd pure phospholipid gel phse (L,3.) coexist t tempertures between Tm nd Tp (with Tp Tm - 1C) (4, 5, 8). But the x-ry nd electron diffrction studies did not confirm the coexistence of two phses in this region (9). Bsed on spectroscopic evidence, the cyl chin tilt begins to dispper with the presence of -5-8 mol % of cholesterol (9, 11). The phse behvior of model membrnes contining cholesterol in the L liquid crystlline stte (bove Tm) hs not been clerly estblished s yet. It ws pointed out previously (11) tht this might prtly be becuse of the experimentl difficulty of detecting fluid-fluid immiscibility by the commonly used spectroscopic methods. There hve been few reports suggesting fluid-fluid phse seprtion (5, 7, 13). A homogeneous single phse lso hs been suggested experimentlly (9, 1 1). In ddition to the phse behvior, the dynmicl properties nd ordering of the molecules in the bilyer hve their own physicl importnce. The rottionl dynmics nd ordering properties of lipid molecules or cholesterol nlogues in the binry mixture hve been investigted minly by mgnetic resonnce (14, 15) nd fluorescence techniques (16, 17). It hd been shown tht cholesterol decresed the fluidity of the ftty cyl chin in the liquid crystlline stte. It hs been possible to seprte severl spects of the rottionl dynmics rther thn to use the generl term fluidity. In the fluorescence study the rottionl motion ws nlyzed by model of wobbling motion confined within cone (16). In this model the Biophys. J. e Biophysicl Society Volume 55 Mrch /89/3/ /89/3/537/14 $2 $2. 537

2 viscosity within the cone remined constnt, but the cone ngle decresed with ddition of cholesterol. The nisotropic rottionl diffusion model defines prllel nd perpendiculr rottionl diffusion coefficients, s well s the ordering potentil. The ESR study bsed on spectrl simultion, utilized the model of nisotropic rottionl diffusion in n orienting potentil. It reveled incresed ordering, but only smll effect of cholesterol on the rottionl motion (15). Vrious studies hve greed tht the mjor effect of cholesterol is to reduce the ngulr rnge for rottionl motion without decresing mobility substntilly (14, 15, 16). On the other hnd, in the gel phse cholesterol induces locl disorder nd enhnces the rottionl motion. Generlly, fully hydrted bilyers hve been used so fr. But the creful study of low wter content DPPC smples by ESR showed effects of cholesterol on rottionl dynmics similr to tht in the liquid crystlline phse even in the gel phse (15). Another importnt dynmicl property of the bilyer contining cholesterol is the lterl diffusion of the constituent molecules. The effect of cholesterol on the diffusion of the phospholipid molecules hs drwn much ttention becuse it is directly relted to understnding the trnsport properties in biologicl membrnes. It hs been studied by fluorescence recovery fter photobleching (FRAP) (18-21), pulsed-nmr spin echoes (PNSE) (22, 23), nd fluorescence correltion spectroscopy (24). Below Tm one or two orders of mgnitude increse of the lterl diffusion coefficients of the phospholipid nlogue bove 2 mol % of cholesterol hs been found, supporting the ide tht it is fluid phse even below Tm. Also, cholesterol decresed the lterl diffusion coefficient bout fctors of two t 2 mol % or greter, bove Tm (19, 24). In nother study, sterol type fluorescence probe ws found to behve in exctly the sme wy s phospholipid type probe (2, 21). However PNSE gve significntly different results for the self diffusion of phospholipid; the ddition of cholesterol ws observed to increse the diffusion rtes of DPPC up to 1 mol % bove Tm, nd then to decrese it bove 1 mol % (22). For the unsturted cyl chin phosphtidylcholines (POPC, DOPC) the lterl diffusion ws observed only to increse slightly with cholesterol concentrtion in the liquid crystlline stte (23). We hve developed n ESR-imging method for mesuring the trnsltionl diffusion coefficients of ordered systems such s liquid crystls nd lipids (25, 26). We hve demonstrted tht our method is one of the useful spectroscopic techniques for studying lterl diffusion of model membrnes (26). We pointed out in our previous work (26) tht one could lso simultneously obtin the rottionl diffusion coefficients nd the order prmeters in the usul fshion (e.g., 15, 27) by nlyzing the mgnetic field grdient-off spectr which re just the norml ESR spectr. Such combined study cn be expected to provide better insight into the dynmic properties of membrnes. In this work we present n ppliction of the ESR imging method for lterl diffusion long with n improved spectrl simultion method for ordering nd rottionl diffusion bsed upon nonliner lest squre fitting (28), to oriented model membrnes of POPC contining cholesterol. The POPC molecule hs one sturted cyl chin nd one unsturted chin, s is chrcteristic of nturlly bundnt phosphtidylcholines in biologicl membrnes. Here we concentrte on the liquid crystlline stte for two resons: () Most rel biologicl membrnes exist in this stte (7), so n understnding of the dynmicl properties of both cholesterol nd phospholipid in n unsturted phospholipid model membrne such s POPC in this phse would be directly relevnt to the role of cholesterol in biologicl membrnes (7). (b) Our ESR imging method is well suited to mesure diffusion coefficients in the liquid crystlline stte of the membrnes which rnge from 1-9 cm2 s-' to 1-7 cm2 S-1 We used two types of spin probes, CSL nd 16-PC (Fig. 1). CSL is good spin probe to revel the dynmicl fetures of cholesterol in model membrnes (6, 15). The other probe is 16-PC, which is frequently used to study the properties of phosphtidylcholine model membrnes by ESR (27, 29). From comprison of the behvior of these two spin probes we could hope to better understnd the properties of model membrnes contining cholesterol in the liquid crystlline stte. FIGURE I CSL N- 16-PC Structure of cholestne (CSL) nd 16-PC spin probes. 538 Biophysicl Journl Volume 55 Mrch Biophysicl Journl Volume 55 Mrch 1989

3 EXPERIMENTAL METHODS Mterils I-Plmitoyl-2-oleoyl-sn-glycero-phosphtidylcholine (POPC) ws purchsed from Avnti Polr Lipid Inc., Birminghm, AL, nd ws used without further purifiction. Cholesterol ws obtined from Clbiochem-Behring Corp., L Joll, CA, nd recrystllized in ethnol. The 3-doxyl derivtive of cholestn-3-one (CSL) ws purchsed from Syv Co., Plo Alto, CA, nd l-plmitoyl-2-(16-doxyl steroyl)phosphtidylcholine (16-PC) ws gift from Professor G. W. Feigenson, Deprtment of Biochemistry, Cornell University, who synthesized it ccording to stndrd methods (3). The purity of the 16-PC ws tested by thin lyer chromtogrphy, nd it ws found to contin <2% impurity. Smple preprtion The two bsic smple requirements in our ESR imging experiment re () the spin probe distribution is loclized t the middle of the smple, (b) the smple is well-ligned homeotropic monodomin of lipid multilyers. Becuse the experimentl time (At) required is proportionl to the squre of the initil width of the spin probe distribution (52) (26), the initil width hs to be s thin s possible to minimize At. To prepre smples stisfying such requirements, we followed the modified evportion-compression technique explined in our previous work (26). It is bsed on the hydrtion-evportion technique (31) nd the compression lignment technique of Tnk nd Freed (27). For detils of the procedures nd chrcteriztion methods see references 26 nd 27. The spin probe concentrtion of the CSL ws.75 mol % nd tht of the 16-PC ws.5 mol %. The ESR spectr of both smples did not show ny lineshpe brodening due to Heisenberg spin exchnge t those concentrtions. The wter content of the smple ws determined by weighing fter the ESR mesurement (26). The POPC/cholesterol smples were found to hve 15-2% wter by weight. Instrumentl nd dt collection A Vrin Assocites, Inc. (Plo Alto, CA) E-12 spectrometer ws used for the experiments. The spectr were tken in the first derivtive mode with 1 khz field modultion, with microwve power of -5 mw, nd with modultion mplitude -.8 G. Homemde figure-eight grdient coils, which produced liner field grdient of 36 G/cm t 2. A current, were used (25, 26). A stndrd Bruker Instruments, Inc. (Billeric, MA) nitrogen flowing temperture control unit ws used to regulte the smple temperture. The temperture control nd vrition ws chieved by using n 1 -mm OD single wll qurtz dewr nd by monitoring the temperture with thermocouple inserted inside the dewr from the bottom. The temperture ws controlled to ±.5C ccurcy. The temperture of the smple ws rised -1C between successive temperture runs. Dt were collected on model D PC (Leding Edge Inc., Cnton, MA) interfced to n HP3457 multimeter (Hewlett-Pckrd Co., Lovelnd, CO). All spectr were digitized to 1,24 points, hd 1-G sweep widths, nd 6-s sweep times. Two grdient-on spectr were recorded consecutively nd one grdient-off reference spectrum ws tken subsequently. About 2 grdient-on spectr were recorded t fixed temperture, nd this took - 1 h. Ech smple ws used for five different tempertures rnging from 15 to 6C. Dt nlysis Lterl diffusion by ESR imging. The mesurement of diffusion coefficients by ESR imging is n ppliction tht we refer to s "dynmic imging" (26). It involves two stges. A smple is prepred with n inhomogeneous distribution of spin probes long given direction. The ESR imging method is first utilized to obtin the (one-dimensionl) concentrtion profiles t severl different times. The imging method is bsed on the use of mgnetic field grdient, such tht t ech sptil point there is different locl resonnt frequency. Typicl ESR spectr from imging concentrtion profiles re shown in references 25 nd 26; lso shown re the concentrtion profiles. With the pssge of time, this inhomogenous distribution will tend to homogeneous distribution vi trnsltionl diffusion. The second stge is to fit the time-dependent concentrtion profiles to the diffusion eqution to obtin the diffusion coefficient. We hve shown (26) tht the nlysis is gretly improved by studying the sptil Fourier Trnsform of the concentrtion profiles. The one-dimensionl diffusion eqution in Fourier trnsform or k-spce is given by lnic(k, t1)i - InIC(k, to)i = -47r2 D k2 At, (1) where At - ti - t is the time difference between two mesurements nd D is the lterl diffusion coefficient in units of cm2s-'. To obtin the concentrtion profile C(k, ti) t given time in k-spce we deconvolute the grdient-on spectrum with the grdient-off spectrum utilizing the convolution theorem in Fourier spce: I(k ti) Io(k) where I,(k) is the Fourier trnsformed grdient-on spectrum nd I(k) is Fourier trnsformed grdient-off spectrum. The lterl diffusion coefficient D is determined by the method described in our previous pper (26). In summry, becuse we used smples tht re well pproximted by Gussin initil spin probe distribution, C(x) (2-r)1/5 exp (- 252)- The log of the concentrtion profile in k-spce my be written s InIC(k, ti)l = (ti) k2, where (t;) - -2r26i2 4r2D ti. Thus, by plotting IC(k, t;)i with respect to k2 one obtins the slope (t;). The (ti)s re relted to ech other by the diffusion eqution (Eq. 1): Thus plot (ti)s with respect to t, (2) (3) (4) (ti) - (tj) -4r2D(ti - tj). (5) yields D. We could estimte the hlf width t hlf mximum (HWHM) r of the Gussin concentrtion distribution by the reltion r(ti) = -I N-(t1)in 2, 7r t given time ti. The HWHM's of the Gussin profiles were bout.5 mm t the beginning of the mesurement. Severl exmples, illustrting how the C(k, ti) re nlyzed to obtin D, re given in reference 26. Nonliner lest squre spectrl simultion. During the course of ech experiment we collected the grdient-off spectr. They were nlyzed to obtin informtion on ordering nd rottionl dynmics utilizing ESR spectrl simultion methods (32-34). The ESR simultions were performed utilizing nonliner lest squre fitting to obtin the optimum prmeters (28). For the spin probes we were using, we followed the xis system conventions described elsewhere (27, 35). The potentil V(Ql) determining the orienttionl distribution of the spin probe molecules round the ordering xis in the unixilly ordered (6) Shin nd Freed Dynmic Imging of Lterl Diffusion 539

4 lipid multilyers cn be expnded in series of Wigner rottion mtrix elements, e.g., -V(Q)/kT = XD2 (Q) + p(d 2 () + Do2 ()) + * (7) where k is the Boltzmnn constnt nd Q is n Euler ngle specifying the reltive orienttion between the rottionl diffusion xis (it is ssumed to coincide with moleculr long xis) nd ordering xis. The vlues of the mgnetic tensor A used were Ae G nd A,.(-A<) 5. G G for 16-PC. Those of g for CSL, nd Ae 33. G nd Ae(-(Ay) were ge- 2.89, gr- - = 2.58, nd ge for both spin probes (27). One cn specify the ngle (I) between the ordering xis nd the pplied mgnetic field (H.). All spectr of CSL tht were simulted hd, wheres those of 16-PC hd = 9. These vlues of hd been chosen to minimize the spectrl linewidths, thereby enhncing resolution in the imging experiments. The first step in the nonliner lest squre simultion ws to choose resonble strting vlues of the four prmeters, A, p, the perpendiculr rottionl diffusion coefficient (Rj), nd the prllel rottionl diffusion coefficient (Rl). They were chosen simply from previous results for the sme probes in DPPC multilyers (27). The fitting process ws iterted severl times by Mrqurd-Levenberg lgorithm until minimum in the lest squres ws chieved. To insure tht globl minimum ws chieved nd to gurd ginst spurious locl minim, the lgorithm ws restrted severl times with rnge of different seed vlues. Convergence to the sme finl set (to within the experimentl uncertinty) ws lwys chieved (except in few cses where no convergence ws obtined). The fits were very sensitive to A nd R, while less sensitive to p nd Rl. Once we obtined the potentil prmeters (A, p), we clculted the order prmeter defined by S <Doo() > =fdoo (Q) exp ( k-vt) dq Jexp - kt) dl, (8) where D2 (Q) (1/2) (cos2-1). The spectrl simultions showed tht the vlues of A re bout n order of mgnitude bigger thn p for CSL. Thus, neglecting p nd higher order terms, we cn simplify the potentil expnsion to - kt XD) (), (9) for which the order prmeter S cn be written s S -fd 2 () exp (XD 2 ()) dq * /fexp (XD 2 ()) dq. (1) This integrl ws clculted numericlly. An symptotic expression, vlid for lrge A, is given in the Appendix. RESULTS AND ANALYSIS Generl observtions Lterl diffusion Results were obtined for five different compositions of cholesterol in POPC multilyers,, 4, 1, 2, nd 3 mol % with CSL spin probe. Using 16-PC probe, 1, nd 2 mol % were used. The temperture ws chosen to be t lest 1 bove the min chin melting temperture Tm of hydrted POPC. The lterl diffusion coefficients D of CSL in the different mixtures re listed in Tble 1. Those of 16-PC re shown in Tble 2. One notes tht for mol % - cholesterol, DCSL/Dl&pc 1.6 consistent with the somewht smller size of CSL. Semilog plots of the temperture vrition of D re shown in Fig. 2, nd b, respectively. The ctivtion energy for lterl diffusion ws clculted for ech probe in ech mixture. It rnges from 6 to 9 kcl/mol depending on the concentrtion of cholesterol. There is noticeble increse of ctivtion energy of CSL (-3 kcl/mol) between 4 nd 1 mol %. These vlues re given in Tble 1. Fig. 3 shows the vrition of D for ech probe t different cholesterol concentrtions. 1 mol % of cholesterol decresed the D of CSL by fctors of four t 15C, nd fctors of two t 6C. The further ddition of cholesterol over 1 mol % ws not so effective in reducing D of CSL s it ws below 1 mol %. On the other hnd, the D of 16-PC t different compositions ws lmost unffected t high tempertures, lthough it decresed slightly t 15 nd 25C. Given tht the D of CSL or 16-PC would not be much different from tht of cholesterol or phospholipid, respectively, the presence of cholesterol ppers to influence the cholesterol diffusion more thn tht of the phospholipid. Ordering nd rottionl diffusion Spectrl simultions were performed for spectr of CSL nd 16-PC t ll concentrtions nd tempertures we hve studied. The best fitting rottionl diffusion coefficients nd order prmeters of CSL re given in Tble 1 nd those of 16-PC in Tble 2. Some of the simulted spectr re compred with the experimentl ones in Fig. 4, nd b. The ctivtion energy for the R1 of CSL is given in Tble 1 for the different compositions. Fctors of two increse of the ctivtion energies t -1 mol % of cholesterol compred with tht t mol % were found. Fig. 5 shows the vrition of R1 of CSL with cholesterol. We plot the temperture vrition of order prmeter S of CSL t different composition in Fig. 6. The order prmeter S of both spin probes ppers to decrese linerly with temperture, nd to increse with incresing mol % cholesterol. We used = CSL spectr for ESR simultion. This mens tht we re observing the spectrum long the principl ordering xis. For this highly ordered probe the moleculr long xis is preferentilly long this principl ordering xis. Thus, in this configurtion, the spectrl shpe ws very sensitive to the vlue of R1, wheres it ws firly insensitive to RI (s confirmed by our nonliner lest-squre nlysis). Thus, we put less emphsis on in RI nlyzing the results of the spectrl simultions. For 54 Biophysicl Journl Volume 55 Mrch Biophysicl Journl Volume 55 Mrch 1989

5 TABLE 1 Dt for the CSL spin probe T D S P Rp RI OC 1-8cm2s' 17s'I 18s-' mol % cholesterol E, = 6.3 kcl/mol E,Rl kcl/mol ± ± ± ± ± mol % cholesterol ED = 6.45 kcl/mol E.,R1-2.1 kcl/mol ± ± ± ± ± mol % cholesterol E.,tD kcl/mol E,R kcl/mol ± ± ± ± ± mol % cholesterol E,.D = 9.84 kcl/mol E.R, kcl/mol ± ± ± ± ± mol % cholesterol E.,,D = 9.94 kcl/mol E.R, kcl/mol ± ± ± ± ± TABLE 2 Dt for 16-PC spin probe 16-PC, the spectrl lineshpe ws found to be sensitive to R1 but lmost insensitive to the nisotropy rtio for X T D S P rottionl diffusion, RII/R (gin from nonliner lest- "C 1-8cm2S-' 18 squre nlysis). A model of isotropic Brownin rot- mol % cholesterol - E..D 6.15 kcl/mol tionl reorienttion ws therefore employed to simulte ± PC spectr. The ctivtion energy for R1 of 16-PC ± ws lso found to increse somewht with increse of ± mole percent cholesterol but less thn the cse for CSL ± However, over the temperture rnge studied, R1 of ± PC ctully incresed slightly with mole percent cho- 1 mol % cholesterol E,8tD = 7.87 kcl/mol lesterol, wheres tht for CSL decresed very substntil ± ly. The order prmeter S, for 16-PC ws observed to ± increse considerbly with mole percent cholesterol s ± ± ws the cse for CSL ± mol % cholesterol E,D kcl/mol Empiricl reltions nd ± Empreic e n ± correltions ± Order prmeter nd ctivity coefficients ± ± One is struck by very nerly prllel stright-line fits of S for CSL vs. temperture (cf. Fig. 6 ). Tht is, the slope Shin nd Freed Dynmic Imging of Lterl Diffusion 541

6 rl(ok1) bki E 71 o FIGURE 4 () Comprison of experimentl spectr of CSL (-), t 25 C, with simulted ones (-*-) t different concentrtions. The ngle *i is. There is noticeble decrese of hyperfine splitting with increse of cholesterol concentrtion. (b) Comprison of experimentl spectr (-) of 16-PC, t 25 C, with simulted ones (-*-) r1 (OK-1) FIGURE 2 () Semilog plots of DcSL vs. T-'. Cholesterol concentrtions in POPC model membrne re (), 4 (), 1 (A), 2 (-), nd 3 mol % (A). (b) Sme type of plots s except the spin probe is 16-PC; (+), 1 (x), 2 () mol % of cholesterol in POPC model membrnes. (8S/oT)x does not depend on the composition (except for smll devition t 3 mol %). Let us rbitrrily define reference tempertures Ti (x) nd To (x), which re the extrpolted tempertures corresponding to S = 1 nd S = t given cholesterol mole frction, x. Obviously Tt (x) nd To (x) re different from composition to composition, but the difference To (x) - T* (x) must remin constnt for ll compositions, since the slope (OS/T)x is independent of composition. Thus, we my write the temperture dependence of S in the following 4 If" 2... A cholestrol mole frocon x FIGURE 3 mole frction x t different tempertures; for CSL, 15 (), 25 (), 35 (A), 48 (-), nd 6 C (), nd for 16-PC, 15 (+), 25 (x), 35 (), 48.4 Plots of the vrition of DCSL nd D,6pc with cholesterol (*), nd 6C (A). Dl&pc shows little chnge in the presence of cholesterol. Dt used were interpolted by Spline interpoltion from those in Tbles 1 nd cholesterol mole frction x.4 FIGURE 5 Plots of the vrition of R1 of CSL with cholesterol concentrtion t different tempertures; 15 (), 25 (), 35 (A), 48 (-), nd 6 C (). The behvior of ech curve is quite similr to tht of DCSL (cf. Fig. 3). 542 B_phy JournlVolume55 Mrch1989 Biophysicl Journl Volume 55 Mrch 1989

7 s w. Cso p rv c on IC Tempermture(fC) 6 7 TABLE 3 Vlues of T, (x) nd T2 (x) x (cholesterol) T*"(x) To (x) CSL spin probe PC spin probe OC OC o.- Compre with text nd with Eq zci S C c Cs tu.6 1. FIGURE 6 () Plots of temperture dependence of order prmeter S of CSL t different compositions; (OJ), 4 (), 1 (A), 2 (U), nd 3 mol % (). The slopes re ll the sme except t 3 mol % where it is slightly smller thn the others. (b) Plot of S(tU) vs. tu for CSL nd 16-PC. Different symbols denote different compositions: for CSL, (), 4 (), 1 (A), 2 (A), nd 3 mol % (), nd for 16-PC, (+), 1 (x), nd 2 () mol %. Fig. 7 is plot of S for CSL vs. cholesterol mole frction x. The chnge of order prmeter with cholesterol: S(x, T) - S(O, T) is found to vry with x but to be independent of T. The order prmeter S increses shrply up to 1 mol %, but S is not very sensitive to further ddition of cholesterol. We found tht "Lngmuir isotherm" type eqution fits the behvior of S(x, T) - S(, T) vs. x: S(x, T) - S(O, T) =, for Tconstnt, I + cx (13) with b = 6.28 nd c = 14.4 s shown in Fig. 7 b. Eq. 13 is consistent with sturtion of the ordering effect of cholesterol. Becuse S is proper thermodynmic vrible, we my combine Eqs. 11 nd 13 by stndrd thermodynmic methods [ds = (ds/dot). dt + (ds/ OX)T dx] to obtin: S(x, T) = form. 1-[T-TT(O)] + (14) S(x, T) = 1 [ T- T (x)], for x constnt, ( 11) where = 1/[To (x) - T*(x)] = 2.77 ±.26 x 1-3K. The vlues of To(x) nd Tr(x) re given in Tble 3. If we define the scled temperture tu [T - T (x)]/ [To (x) - T (x)] (36), then S is simply S(tU) = 1 tu. (12) This scled eqution tells us tht the disorder prmeter 1 - S(tU) is exctly the scled temperture tu, nd this behvior is universl for nerly ll compositions. Thus the ordering effect of cholesterol cn be thought of simply s equivlent to shift of the temperture scle. This universl behvior S(T) vs. tu is depicted in Fig. 6 b for ll our dt on CSL (s well s 16-PC, see below). (A simple reltion between ordering potentil X of CSL nd temperture is suggested in the Appendix.) with T*(x) - I T*( ) = I 'bx I~~+ cx b (15) Eq. 14 expresses surprisingly simple universl dependence of S for CSL on x nd T with no cross-terms in x nd T (except perhps smll correction t x =.3). We discuss Eq. 14 further in the next section. We now consider our results for 16-PC. The temperture dependence of S16PC is lso found to be fit by the universl form expressed by Eq. 12 s shown in Fig. 6 b. We found n identicl scling constnt = [To(x) -Tf(x)]-l to tht for CSL within experimentl uncertinty. However, for 16-PC, which is more wekly ordered, the Shin nd Freed Dynmic Imging of Lterl Diffusion Shin nd Freed Dynmic Imging of Lterl Diffusion 543

8 6... l I- d P PO.CM x I O d I,, o e m- x If *..**** &r.*.** *...U*** p.****.** ch mle frfction x chol.twol mole froctfon x I cho_bstrol mole froctfon x FIGURE 7 () Plots of S(x, T) for CSL vs. cholesterol mole frction x. Note the devition of S(x, T) from linerity in x; 15 (), 25 (), 35 (A), 48 (U), nd 6C (e). (b) Plots of S(x, T) - S(O, T) vs. x for CSL. A Lngmuir isotherm type eqution bx/(l + cx) fits the behvior of S(x, T) - S(O, T) with b = 6.28 nd c = (c) Sme type of plot s b for 16-PC for five different tempertures: 15 (+), 25 (x), 35 (), 48 (*), nd 6 C (A). The line is drwn ccording to Eq. 17 with d.44. reference tempertures T* (x) nd To (x) re different from those for CSL (cf. Tble 3). In the cse of the x dependence of S16pc we obtin results nlogous to tht of Eq. 13 for SCSL in tht S16pc(x, T) Spc(O, T) hs - functionl form tht is (nerly) temperture independent. (cf. Fig. 7c), but this functionl form is distinctly different from tht for CSL, (compre Fig. 7, c with b). We now wish to consider point of view which incorportes the fct tht the ddition of cholesterol hs similr type of effect on the SCSL nd S16pc s suggested by their respective temperture dependences, nd yet there is mrkedly different dependence upon composition. This point of view, simply stted, is tht the mixtures of POPC nd cholesterol studied here form simple nonidel solution. Furthermore, becuse CSL is known to report on cholesterol in model membrnes (6, 15), nd 16-PC reltes to the properties of phosphtidylcholines (27, 29), then we expect tht SCSL(X, T) nd Scho1(x, T) re comprble (or t lest the sme within constnt multiplictive fctor of order unity), nd lso S16pc(x, T) nd Spopc(x, T) re comprble (where SPOPC s used here would more precisely be relted to the ordering t the end of the cyl chin). Tht is, we my regrd CSL s merely lbeled cholesterol molecule nd 16-PC s merely lbeled phospholipid molecule in our nlysis. Thus the fct tht SCSL(X, T) nd S,6pc(x, T) obey the sme temperture scling lw, Eq. 12 rises becuse one hs single simple solution. On the other hnd, the different functionl dependences of SCSL nd S16pc upon x could rise from the properties of nonidel solutions. If the POPC/cholesterol solution were idel, then we would expect its intensive thermodynmic properties (e.g. prtil pressure) to vry linerly with x. Since S,(x, T) for the ith component is n intensive thermodynmic property such s the prtil pressure (37), we expect S,(x, T) - Sj(O, T) to vry linerly with x in the idel solution limit (i.e. x - ). More specificlly, given the tendency of cholesterol to enhnce ordering, we would expect tht if idel mixing of lipid nd cholesterol were occurring, this enhncement to the ordering of both components would simply be proportionl to x. (Such idel solution type of behvior for S(x, T) hs been observed in isomeric mixtures of thermotropic liquid crystls [36]). The very nonliner dependence of SCSL upon x expressed by Eq. 13 would then imply nonidel solution (lthough s x - we recover the linerity in x expected for n idel solution). Such nonidelity would be the cse, if, for exmple, the cholesterol tends to ggregte nd not obey idel mixing s x increses. These rguments suggest tht the term in Eq. 13, 1/(1 + cx), which corresponds to the nonliner behvior should be relted to the ctivity coefficient ych., for cholesterol (with the ctivity chol ychol x). In fct, if = we simply set 1Yhd- + cx (16) with c = 14.4 (corresponding to the solute convention tht Y,h.ol - 1 s x - ), then the decresing ych.l with x is 544 Biophysicl Journl Volume 55 Mrch 1989

9 consistent with ggregtion of the cholesterol s x increses (38). Eq. 16 represents the simplest interprettion we cn mke of the effects of nonidelity on SCSL. It leds to the following form for Eq. 13: S(x, T) - S(, T) = bx7,1.. (16) More generlly we might expect higher order terms in 'Ychol or chol in Eq. 16, but significntly more rpid convergence thn just series expnsion in x. If, indeed, the nonidel dependences of Si(x, T) upon x re closely relted to the respective -y, then the Si(x, T) for the two components of the solution cnnot vry independently. More precisely, the ctivity coefficients of the two components of solution re interrelted by the Gibbs-Duhem eqution (38b): x dinychol = -(1 -x)d lnypc. (17) (We re implicitly ssuming tht the region within the bilyer consists only of two components, with the third component, wter only t the hedgroup region nd between bilyers [39].) It is simple mtter to obtin n expression for ypc from tht for ychol (Eq. 16) by integrting Eq. 17 (utilizing s one set of limits of integrtion ypc = ychol = 1 when x = ). One obtins: epc= (1 - x)c/(l+c)(1 + Cx)- /(1+c). (17) We now need n expression for S16-pc nlogous to Eq. 1 6 to compre with the experimentl dt of Fig. 7 c. We find tht form closely nlogous to Eq. 16: SI6Ppc(x, T) = S16_pc(, T) + dxypc t constnt T, (17b) with -ypc given in Eq. 17, leds to good greement with the dt s illustrted in Fig. 7 c. In prticulr, we obtined temperture-independent d =.44 within the experimentl sctter. It is found from Eq. 16 tht 'y1chol decreses by fctor of five on x incresing from to.3, wheres from Eq. 17 ypc increses only 13% upon x incresing from to.2. In other words, our simple nlysis shows tht the different functionl forms of SCSL nd S16 pc vs. x my well be consistent with their differing ctivity coefficients s required by the Gibbs-Duhem reltion for nonidel solutions. Lterl diffusion vs. order prmeters It is known tht in n idel solution the self diffusion rte should be liner with composition (4). The nonliner vritions of the self-diffusion coefficients observed in this work for POPC/cholesterol solutions re chrcteristic of nonidel solution (4-43). It hs been suggested tht one use the excess self-diffusion coefficient (4, 41) nlogous to excess thermodynmic functions, to mesure the extent of the devition from idelity. Simple rguments indicte tht such n excess coefficient is negtive (positive) for CSL (16-PC) in nlogy to cyclohexne/ benzene (41) nd hexne/nitrobenzene (4) solutions. We shll tret the nonidel chrcteristics from nother perspective. We now consider whether the lterl diffusion coefficient D of CSL my be relted to the ordering S, which we hve shown provides direct mesure of solution nonidelity. We show in Fig. 8 tht t ech vlue of temperture, In D vries linerly with S2 (x, T). More precisely, we empiriclly find tht D(S, T) = D exp {-[(T)S2(x, T) + i3]/rt}, (18) with DO = 9.18 x 1-6cm2s-,1 = 133K * R nd tht (T) = ' + b'/t (18) with '= K * R nd b' = 1.33 x 16K2 - R (nd R here is the universl gs constnt). The vlidity of Eq. 18 is illustrted in Fig. 8 b. The vlues of (T) shown in Fig. 8 c were obtined from the vrition of In D with S for ech T, s ws the vlue of DO(T) = Doe-IRT. Fig. 8 b shows the universl liner curve obtined when In[D(x, T)/DO(T)] is plotted vs. (T)S2(x, T)/RT for ech vlue of x (i.e. constnt x behvior). We hve lso been ble to fit our results on D for 16-PC to n eqution of the form of Eq. 18 s illustrted in Fig. 8 d. There is somewht more (rndom) sctter due in prt to the somewht greter error in our mesurements of D16pc vs. DCSL. Nevertheless, we find tht these results re lso well-fit by Eq. 18 with DO = 1.6 x 1-4cm2s-1, = 2317K R with ' = -2.6 x 14K * R nd b'= 8.56 x 16K2 * R. Note tht for both probes (T) decreses monotoniclly with temperture over the rnge studied. This smller vlue of (T) t the higher tempertures implies weker dependence for DCSL nd D16PC on S t the higher tempertures. We hve tried vriety of different functionl forms of D vs. S, but only the form of Eq. 18 ws successful. This sttement must be qulified with the following observtion. We were lso successful in the cse of CSL (but not 16-PC) with fitting our dt to liner dependence of In D vs. S(x, T), nd the x2 test ws comprble to tht for Eq. 18 (X2> 1-2). We point out in the Discussion section tht (T)S2 + in Eq. 18 is the ctivtion energy for the lterl diffusion. In the cse of the fit of In D vs. S(x, T) for CSL, however, the numericl fit leds to negtive ctivtion energy (nd very smll DO), which mkes no sense physiclly. We hve thus ruled out this ltter functionl form on physicl grounds for CSL nd sttisticl grounds s well for 16-PC. Rottionl diffusion vs. order prmeters We found n interesting universl reltion between R1 of CSL nd its order prmeter S in the highly ordered Shin nd Freed Shin nd Freed Dynmic Imging of Lterl Diffusion 545

10 o o w- S- S T A P. *I ~ ~ ~ II.- 8. _..2.4 S2(X.T) S2(T)(1/RT g d 8,i. s W. 3. I r C r,cl.k-) S- ' S2MT)(T)/RT FIGURE 8 () Semilog plot of DCSL vs. S2 t different tempertures: 15 (), 25 (), 35 (A), 48 (-), nd 6C (-). (b) Plots of [ln(d(x, T)) - 1n((DO(T))] vs. (T)S2(T)/RT for CSL t different compositions: (), 4 (), 1 (A), 2 (U), nd 3 () mol %. (c) Plot of (T)/R vs. T- ssocited with b. (d) Sme type of plots s b for 16-PC: (+), 1 (x), nd 2 mol % (). POPC model membrnes contining cholesterol: R1 = A(1 - S)2, (19) with A = 9.15 x 1O' s-'. The constnt A is independent of both composition nd temperture. This universl behvior is illustrted in Fig. 9 for ll our dt on CSL. On the other hnd the form of Eq. 18 or its vrints proved unsuccessful. In the cse of R1 for 16-PC, we could not find ny simple correltion with S (including the forms of Eqs. 18 nd 19). In fct, from the dt of Tble 2 we find tht R1 increses with S s the ltter increses with mole percent cholesterol; on the other hnd R1 decreses s S is incresed by lowering the temperture. Thus, there is no simple reltion between R1 nd S for 16-PC. This is perhps not surprising, since the motion of the 16-PC nitroxide moiety locted t the end of the cyl chin (cf. Fig. '1) is known to depend gretly on the complex internl modes of the chin. The cse for the rigid CSL probe is most certinly much simpler. "IC Pi. N : d S x q -I d (1-S)2.3.4 FIGURE 9 Plot showing universl reltion between R1 nd (1 _ S)2 for CSL: 15 (), 25 (), 35 (A), 48 (U), nd 6C (-). 546 Biophysicl Journl Volume 55 Mrch 1989

11 Comprison with other work: lterl diffusion The previous studies of lterl diffusion hve lmost ll focused upon phospholipid diffusion. Our results for D of 16-PC do not exhibit significnt influence of cholesterol. The PNSE study of the sme system (23), lso showed little effect of the cholesterol on the self-diffusion of the POPC molecules, but it showed smll increse compred with our observed smll decrese. Only in the FRAP studies of lterl diffusion in DMPC nd egg-pc model membrnes contining cholesterol (2, 21) were both fluorescence-lbeled sterol nd phospholipid studied. However, these studies gve significntly different results from ours in three respects. First, the diffusion rtes of the fluorescence-lbeled sterol nd phospholipid probes were nerly the sme under ll conditions of cholesterol concentrtion nd temperture in the liquid crystlline stte. Second, the temperture dependence of self-diffusion coefficient ws very mild in ll compositions. The ctivtion energies were bout 2-3 k cl/mol, which is lmost fctor of three less thn those of CSL. Third, selfdiffusion coefficients of both fluorescence probes were lmost constnt until the concentrtion of cholesterol reched 1 mol %, nd then they decresed by fctors of three t 2 mol %, but they did not chnge much in the rnge from 2 to 4 mol %. We believe tht the different result from the two experiments, including those with respect to the reltive behvior of those two probes, is due to the fct tht the photosensitive functionl group ttched to the prent molecules used in the FRAP experiments is very substntil in size so tht it could hve dominnt influence on the diffusionl process, which could result in identicl diffusion coefficients tht re different from tht of cholesterol nd phospholipid. It ws found previously tht the mjor effect of cholesterol is to increse the structurl ordering in the bilyer of phosphtidylcholine t low wter content (15). In the present work we find tht it not only increses the structurl ordering but it lso reduces the rottionl diffusion rte (R1) considerbly, (lthough it seems to enhnce rottion round moleculr long xis, i.e., RI for CSL). The difference my be due to the low vs. high wter content of the bilyer. DISCUSSION Our extensive results on order prmeter S, rottionl diffusion coefficient R1, nd lterl diffusion coefficient D, nd the simple correltions between them both s function of x (mole frction of cholesterol) nd of T in the liquid crystlline phse (bove Tm) re cler nd strong mnifesttions tht this is simple nonidel solution of POPC nd cholesterol. This is, of course, in greement with the observtion of Sckmnn nd co-workers (11) who found single phse for DMPC/cholesterol mixtures for x =.14 nd possibly s high s.45. The order prmeter of the CSL molecules which should relte closely to the properties of cholesterol molecules, nd of 16-PC, which should relte to the properties of POPC, re simply interpreted in terms of nonidel solutions in the present work. This suggested n pproch whereby the ctivity coefficients re simply given by the devition of the respective order prmeters from liner behvior in x. The diffusion coefficients R1 nd D lso show rther simple nd monotonic vrition in x nd T in this phse. In fct, surprisingly simple correltions with S hve been found for them, nd hence with the ctivity coefficients obtined from them. It is perhps remrkble tht such consistent evidence could be obtined from results on these three quite different types of prmeters. In generl, we hve observed very substntil vritions of S, R1, nd D for CSL s x is incresed from zero, wheres only modest chnges were observed for 16-PC. While this might nively seem to suggest some peculirity, we hve shown in the previous section tht it my simply be due to the Gibbs-Duhem eqution pplied to ychol nd ypopc. The observed ychol vrition with x is consistent with preferentil ssocition of cholesterol molecules with ech other in the POPC solvent. This leds to vlues of ychol < 1. It is therefore no surprise tht D nd R1 for CSL re modified significntly s x increses from the very dilute limit (i.e. less thn 1 mol % of CSL). This tendency to ggregtion of the cholesterol (including CSL) molecules mens tht the environment of CSL chnges significntly s function of x, from tht of flexible POPC molecules, to the more rigid cholesterol molecules. One might expect tht cholesterol-rich region would be more dense nd compct thn the pure POPC bilyer providing less room vilble for the molecule to diffuse. As result, the self diffusion of CSL in such region should be slower thn in the pure POPC bilyer. The rottionl diffusion will be more restricted by the incresed ordering, but this feture hs lredy been included in our rottionl model tht distinguishes the R-tensor nd the restoring potentil from which S is clculted (cf. Eq. 8). The cholesterolrich regions must lso be more solidlike due to the dense pcking, thereby providing greter frictionl resistnce to rottionl motion, to explin the observed order of mgnitude decrese in R, for CSL with x. We do note substntil increse of ctivtion energy (cf. Tble 1) for both D nd R1. The tendency of cholesterol to ggregte mens tht Shin nd Freed Dynmic Imging of Lterl Diffusion 547

12 the POPC-rich regions re less influenced by cholesterol molecules thn would otherwise be expected. This is consistent with the rther modest effect of cholesterol on the lterl diffusion of 16-PC. We did observe smll increse in R1 for 16-PC with the ddition of cholesterol. It might imply tht the increse in overll ordering results in slightly lower friction in the end-chin region (somewht nlogous effects re known in other systems [44]). Self ssocition, creting lrger nd more cholesterolrich regions or clusters, possibly competes with the cretion of new clusters in the nonidel solution. The sturtion effect on ychol (hence on S, D, nd R1) for cx > 1 (cf. Eq ) suggests tht in the concentrtion rnge 2 1 mol % cholesterol, the ddition of more cholesterol merely increses the extent, but not the nture of the cholesterolrich clusters. This my be thought of s preprecipittion regime of the nonidel solution. When we consider () the temperture independence of ychol nd y-ypc, nd (b) the universl dependence of S for both CSL nd 16-PC on the scled temperture tu (cf. Eq. 12), these re surprisingly simple results. Relted behvior hs indeed been seen recently for SCSL in mixtures of nerly identicl thermotropic liquid crystls (36), where the temperture ws scled reltive to the observed phse-trnsition temperture t which SCSL ws independent of composition. More unusul perhps is Eq. 19 expressing R1 for CSL simply s proportionl to the squre of the disorder prmeter, 1 - S. This seems to suggest tht for the highly ordered CSL, the rottionl dynmics should be referred to the rigid crystlline stte of cholesterol, where the disorder prmeter would be expected to be zero, nd the pcking forces imply ner infinite frictionl resistnce to reorienttion. Tht is, the microviscosity my be expected to be monotonic function of (1 - S)-'. Thus, finding tht R1 is function of (1 - S) my not be surprising, lthough the simplicity of the ctul functionl form tht is found is not, t present, esily explined. We now wish to consider the S dependence of the lterl diffusion coefficients s expressed by Eq. 18. We cn regrd (T)S2(x, T) +,B s the ctivtion energy, for the self diffusion s we hve lredy noted. It seems resonble to interpret this s n enhnced ctivtion brrier to self diffusion s membrne ordering is incresed by the ddition of cholesterol. In fct, in theoreticl nlysis of viscosities in thermotropic liquid crystls (45) n S2 dependence of the ctivtion energy ws predicted in the context of free volume model. In tht theory the relxtion time is proportionl to the probbility tht the molecule finds enough free volume to mke trnsltionl jumps between two equilibrium positions, nd this leds to n S2 dependent term in the ctivtion energy. There is lso, in tht theory, term liner in S in the ctivtion energy which comes from the contribution to the relxtion time rising from the probbility tht the molecule hs enough energy to overcome the potentil brrier due to the moleculr field creted by the other molecules. Diogo nd Mrtins (45) clim tht "in most prcticl cses" the S2 term is dominnt. Our results imply temperture-dependent ctivtion energy such tht the effect of ordering is enhnced t lower T. This could be due to the higher pcking (i.e. incresed density) s T is reduced, which enhnces the role of ordering in providing resistnce to diffusion. All in ll, some remrkble empiricl reltions hve been found between R1, D, nd S in this study of POPC/cholesterol-oriented model membrnes by ESR. It should be vluble to further test their universlity by similr experiments utilizing different phospholipids in conjunction with cholesterol, s well s phospholipids lbeled t other positions long the cyl chin. To gin the full power of ordering nd rottionl-diffusion studies by ESR, these studies should be performed s function of orienttion of the multilyer in the mgnetic field (27), even though such studies would hve to be performed fter the ESR imging mesurements of lterl diffusion re completed (rther thn simultneously s in the present work). CONCLUSIONS () The ESR-imging method is useful nd ccurte method for mesuring lterl diffusion coefficients of nitroxide spin lbels in oriented model membrnes. (b) POPC/cholesterol mixtures led to nonidel solution in the L-phse bove Tm s evidenced in the mesurements of the order prmeters, S, the lterl diffusion coefficients, D, nd the rottionl diffusion coefficients, R1, of the spin lbels. (c) The nture of the nonidelity is consistent with the tendency of the cholesterol molecules to ssocite. (d) A simple nlysis of the order prmeters of the spin-lbeled components suggests they my be used to estimte ctivity coefficients of the cholesterol nd the phospholipid. (e) Surprisingly simple correltions of (i) S vs. x nd T, (ii) D vs. S, nd (iii) R1 (for CSL) vs. S hve been observed in this work which pper to offer insights into the dynmic moleculr structure of the model membrne. 548 Biophysicl Journl Volume 55 Mrch Biophysicl Journl Volume 55 Mrch 1989

13 APPENDIX Asymptotic behvior for lrge ordering potentils nd order prmeter The order prmeter in Eq. 1 is written in nother form, where p - s=3 d(ln fexp [pt2ldt) 2) 2 dp 2 3/2 X. The integrl is pproximted by Jexp[ptL d 2 3/2' (21) for resonbly lrge vlue of X. By substituting Eq. 21 into Eq. 2 we hve simple reltion between X nd S: X +2 or S (22) The pproximte eqution (Eq. 22) fits well to the vlues of the numericl integrtion when X is >2.32 (S >.5) s is seen in Fig. 1. Becuse the Xs re generlly >2.5 for CSL in POPC/cholesterol model membrnes (except for x - ), we use Eq. 22 to express the temperture dependence of the men field ordering potentil A. Fig. 6 illustrtes the temperture dependence of the order prmeter S, which is liner in T, nd the slope is independent of the composition. Thus we hve from Eq. 11: (T -[TT) 2 or where T* is reference temperture t which S becomes 1, nd it depends on the composition. Co FIGURE 1 Plot of order prmeter S vs. ordering potentil A; (-) from numericl integrtion of Eq. 1 nd (-.-) from Eq. 22. We wish to thnk Professor G. Feigenson for his gift of the 16-PC. We thnk Dr. D. Clery nd Dr. J. Moscicki for their helpful comments on the ESR-imging methods used here, nd Dr. R. Crepeu nd Dr. S. Rnnvre for their dvice nd ssistnce. This work ws supported by Ntionl Institutes of Helth grnt GM25862 nd Ntionl Science Foundtion grnt DMR8642. Computtions were performed t the Cornell Ntionl Supercomputer Fcility. Receivedfor publiction 6 September 1988 nd infinlform 16 November REFERENCES 1. Gershfeld, N. L Equilibrium studies of lecithin-cholesterol interctions. Biophys. J. 22: Mbrey, S., P. L. Mteo, nd J. M. Sturtevnt High sensitivity scnning clorimetric study of mixtures of cholesterol with dimyristroyl- nd diplmitoylphosphtidylcholines. Biochemistry. 17: Shimshik, E. J., nd H. M. McConnell Lterl phse seprtion in phospholipid membrnes. Biochemistry. 12: Rubenstein, J. L. R., J. C. Owicki, nd H. M. McConnell Dynmic properties of binry mixtures of phosphtidylcholines nd cholesterol. Biochemistry. 19: Recktenwld, D. J., nd H. M. McConnell Phse equilibri in binry mixtures of phosphtidylcholine nd cholesterol. Biochemistry. 2: Presti, F. T., nd S. I. Chn Cholesterol-phospholipid interction in membrnes. 1. Cholestne spin lbel studies of phse behvior of cholesterol-phospholipid liposomes. Biochemistry. 21: Lentz, B. R., D. A. Brrow, nd M. Hoechli Cholesterolphosphtidylcholine interctions in multilmell vesicles. Biochemistry. 19: Copelnd, B. R. nd H. M. McConnell The rippled structure in bilyer membrnes of phosphtidylcholine nd binry mixtures of phosphtidylcholine nd cholesterol. Biochim. Biophys. Act. 599: Hui, S. W., nd N.-B. He Moleculr orgniztion in cholesterol-lecithin bilyers by x-ry nd electron diffrction mesurements. Biochemistry. 22: Levin, I. W., E. Keihn, nd W. C. Hrris A Rmn spectroscopic study on the effect of cholesterol on lipid pcking in diether phosphtidylcholine bilyer dispersions. Biochim. Biophys. Act. 82: Knoll, W., G. Schmidt, K. Ibel, nd E. Sckmnn Smllngle neutron scttering study of lterl phse seprtion in dimyristroylphosphtidylcholine-cholesterol mixed membrnes. Biochemistry. 24: Hinz, H.-J., nd J. M. Sturtevnt Clorimetric studies of dilute queous suspensions of bilyers formed from synthetic L--lecithins. J. Biol. Chem. 247: Ipson, J. H., G. K. Krlstrom,. E. Mouritsen, H. Wennerstrom, Shin nd Freed Dynmic Imging of Lterl Diffusion 549

14 nd M. J. Zuckermnn Phse equilibri in the phosphtidylcholine-cholesterol system. Biochim. Biophys. Act. 95: Godici, P. E., nd F. R. Lndsberger "3C Nucler mgnetic resonnce study of the dynmic structure of lecithin-cholesterol membrnes nd the position of steric cid spin-lbels. Biochemistry. 14: Kr, L., E. Ney-Igner, nd J. H. Freed Electron spin resonnce nd electron-spin-echo study of oriented multilyers of L-phosphtidylcholine wter systems. Biophys. J. 48: Kwto, S., K. Kinosit, Jr., nd A. Ikegmi Effect of cholesterol on the moleculr motion in the hydrocrbon region of lecithin bilyers studied by nnosecond fluorescence techniques. Biochemistry. 23: Smith, L. M., R. M. Weis, nd H. M. McConnell Mesurement of rottionl motion in membrnes using fluorescence recovery fter photobleching. Biophys. J. 36: Wu, E.-S., K. Jcobson, nd D. Pphdjopoulos Lterl diffusion in phospholipid multilyers mesured by fluorescence recovery fter photobleching. Biochemistry. 16: Rubenstein, J. L. R., B. A. Smith, nd H. M. McConnell Lterl diffusion in binry mixtures of cholesterol nd phosphtidylcholines. Proc. Ntl. Acd. Sci. USA. 76: Alecio, M. R., D. E. Goln, W. R. Vetch, nd R. R. Rndo Use of fluorescent cholesterol derivtive to mesure lterl mobility of cholesterol in membrnes. Proc. Ntl. Acd. Sci. USA. 79: Goln, D. E., M. R. Alecio, W. R. Vetch, nd R. R. Rndo Lterl mobility of phospholipid nd cholesterol in the humn erythrocyte membrne: effect of protein-lipid interctions. Biochemistry. 23: Kuo, A.-L. nd C. G. Wde Lipid lterl diffusion by pulsed nucler mgnetic resonnce. Biochemistry. 18: Lindblom, G., L. B. A. Johnsson, nd G. Arvidson Effect of cholesterol in membrnes. Pulsed nucler mgnetic resonnce mesurements of lipid lterl diffusion. Biochemistry. 2: Fhey, P. F., D. E. Koppel, L. S. Brker, D. E. Wolf, E. L. Elson, nd W. W. Webb Lterl diffusion in plnr lipid bilyers. Nture (Lond.). 195: Hornk, J. P., J. K. Moscicki, D. J. Schneider, nd J. H. Freed Diffusion coefficients in nisotropic fluids by ESR imging of concentrtion profiles. J. Chem. Phys. 84: Clery, D., Y.-K. Shin, D. J. Schneider, nd J. H. Freed Rpid determintion of trnsltionl diffusion coefficients using ESR-imging. J. Mgn. Res. 79: Tnk, H., nd J. H. Freed Electron spin resonnce studies on ordering nd rottionl diffusion in oriented phosphtidylcholine multilyers: evidence for new chin ordering trnsition. J. Phys. Chem. 88: Crepeu, R., S. Rnnvre, nd J. H. Freed Automted lest squres fitting of slow-motionl ESR spectr. Abstrcts of the 1th Interntionl EPR Symposium. Rocky Mountin Conference. Denver, CO. 29. Birrell, G. B., nd. H. Griffith Angle of tilt nd domin structure in diplmitoylphosphtidylcholine multilyers. Arch. Biochem. Biophys. 172: Hubbell, W. L., nd H. M. McConnell Moleculr motion in spin-lbeled phospholipids nd membrnes. J. Am. Chem. Soc. 93: Jost, P. C., nd. H. Griffith The moleculr reorgniztion of lipid bilyers by osmium tetroxide. A spin-lbel study of orienttion nd restricted y-xis nisotropic motion in model membrne system. Arch. Biochem. Biophys. 159: Freed, J. H The theory of slow tumbling ESR spectr for nitroxides. In Spin Lbeling, Theory nd Applictions. L. J. Berliner, editor. Acdemic Press, Inc., New York Meirovitch, E., D. Igner, E. Igner, G. Moro, nd J. H. Freed Electron spin relxtion nd ordering in smectic nd supercooled nemtic liquid crystls. J. Chem. Phys. 77: Schneider, D. J., nd J. H. Freed Clculting slow motionl mgnetic resonnce spectr: user's guide. In Spin Lbeling, Theory nd Appliction, III. L. J. Berliner, editor. Plenum Publishing Corp., New York. In press. 35. Meirovitch, E., nd J. H. Freed Moleculr configurtion, intermoleculr interctions nd dynmics in smectic liquid crystls from slow motionl ESR lineshpes. J. Phys. Chem. 88: Rnnvre, S. B., V. G. K. M. Pisipti, nd J. H. Freed Nemtic ordering ner tricriticl nemtic-smectic A phse trnsition. Chem. Phys. Lett. 14: de Gennes, P. G The Physics of Liquid Crystls. Oxford University Press, London Lewis, G. N., nd M. Rndll Thermodynmics. McGrw- Hill Book Co., New York b. Lewis, G. N., nd M. Rndll Thermodynmics. McGrw- Hill Book Co., New York Hously, M. D Dynmics of Model Membrnes. John Wiley & Sons Ltd., Chichester, UK Hwlick, E., nd W. Reimschuessel Component selfdiffusion in liquid binry solutions. Ber. Bunsen-ges. Phys. Chem. 85: Reimschuessel, W., nd E. Hwlick Self-diffusion in benzene-cyclohexne solutions. Ber. Bunsen-ges. Phys. Chem. 81: Hwlick, E., nd W. Reimschuessel Self-diffusion of components in niline-benzene solution. Ber. Bunsen-ges. Phys. Chem. 84: Anderson, J. E., nd W. E. Gerritz Moleculr motion nd sptil order in liquids: the niline/cyclohexne system. J. Chem. Phys. 53: Hwng, J. S., K. V. S. Ro, nd J. H. Freed An electron spin resonnce study of the pressure dependence of ordering nd spin relxtion in liquid crystlline solvent. J. Phys. Chem. 8: Diogo, A. C., nd A. F. Mrtins Order prmeter nd temperture dependence of the dynmic viscosity of nemtic liquid crystls. J. Physique. 43: Biophysicl Journl Volume 55 Mrch 1989

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of

2. Hubs and authorities, a more detailed evaluation of the importance of Web pages using a variant of 5 Web Serch Outline: 1. Pge rnk, for discovering the most ëimportnt" pges on the Web, s used in Google. 2. Hubs nd uthorities, more detiled evlution of the importnce of Web pges using vrint of the eigenvector

More information

Single-Molecule Studies of Unlabelled Full-Length p53 Protein Binding to DNA

Single-Molecule Studies of Unlabelled Full-Length p53 Protein Binding to DNA Single-Molecule Studies of Unlbelled Full-Length p53 Protein Binding to DNA Philipp Nuttll, 1 Kidn Lee, 2 Pietro Ciccrell, 3 Mrco Crminti, 3 Giorgio Ferrri, 3 Ki- Bum Kim, 2 Tim Albrecht 1* 1 Imperil College

More information

ENERGY CONTENT OF BARLEY

ENERGY CONTENT OF BARLEY ENERGY CONTENT OF BARLEY VARIATION IN THE DIETARY ENERGY CONTENT OF BARLEY Shwn Firbirn, John Ptience, Hnk Clssen nd Ruurd Zijlstr SUMMARY Formultion of commercil pig diets requires n incresing degree

More information

Comparison of three simple methods for the

Comparison of three simple methods for the J. clin. Pth. (1967), 2, 5 Comprison of three simple methods for the ssessment of 'free' thyroid hormone T. M. D. GIMLETTE1 From the Rdio-Isotope Lbortory, St. Thoms's Hospitl, London SYNOPSIS A dilysis

More information

Clinical Study Report Synopsis Drug Substance Naloxegol Study Code D3820C00018 Edition Number 1 Date 01 February 2013 EudraCT Number

Clinical Study Report Synopsis Drug Substance Naloxegol Study Code D3820C00018 Edition Number 1 Date 01 February 2013 EudraCT Number EudrCT Number 2012-001531-31 A Phse I, Rndomised, Open-lbel, 3-wy Cross-over Study in Helthy Volunteers to Demonstrte the Bioequivlence of the Nloxegol 25 mg Commercil nd Phse III Formultions nd to Assess

More information

Math 254 Calculus Exam 1 Review Three-Dimensional Coordinate System Vectors The Dot Product

Math 254 Calculus Exam 1 Review Three-Dimensional Coordinate System    Vectors   The Dot Product Mth 254 Clculus Exm 1 Review Your first exm is Fridy, April 26. I will provide one pge of notes. You my bring in one 3- inch by 5-inch note crd with notes on both sides. You should hve been working on

More information

Analysis of Regulatory of Interrelated Activity of Hepatocyte and Hepatitis B Viruses

Analysis of Regulatory of Interrelated Activity of Hepatocyte and Hepatitis B Viruses Interntionl Journl of Biomedicl Mterils Reserch 8 6(): -7 http://www.sciencepublishinggroup.com/j/ijbmr doi:.648/j.ijbmr.86. ISSN: 33-756 (Print) ISSN: 33-7579 (Online) Anlysis of Regultory of Interrelted

More information

Preservative Resistance in Yeast Species

Preservative Resistance in Yeast Species APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Nov. 1989, p. 2995-2999 Vol. 55, No. 11 99-224/89/112995-5$2./ Copyright 1989, Americn Society for Microbiology Reltionships mong Cell Size, Membrne Permebility,

More information

Summary. Effect evaluation of the Rehabilitation of Drug-Addicted Offenders Act (SOV)

Summary. Effect evaluation of the Rehabilitation of Drug-Addicted Offenders Act (SOV) Summry Effect evlution of the Rehbilittion of Drug-Addicted Offenders Act (SOV) The Rehbilittion of Drug-Addicted Offenders Act (SOV) ws lunched on April first 2001. This lw permitted the compulsory plcement

More information

METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY

METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY METHOD 4010 SCREENING FOR PENTACHLOROPHENOL BY IMMUNOASSAY 1.0 SCOPE AND APPLICATION 1.1 Method 4010 is procedure for screening solids such s soils, sludges, nd queous medi such s wste wter nd lechtes

More information

Feeding state and age dependent changes in melaninconcentrating hormone expression in the hypothalamus of broiler chickens

Feeding state and age dependent changes in melaninconcentrating hormone expression in the hypothalamus of broiler chickens Supplementry Mterils Epub: No 2017_23 Vol. 65, 2018 https://doi.org/10.183/bp.2017_23 Regulr pper Feeding stte nd ge dependent chnges in melninconcentrting hormone expression in the hypothlmus of broiler

More information

8/1/2017. Correlating Radiomics Information with Clinical Outcomes for Lung SBRT. Disclosure. Acknowledgements

8/1/2017. Correlating Radiomics Information with Clinical Outcomes for Lung SBRT. Disclosure. Acknowledgements Correlting Rdiomics Informtion with Clinicl Outcomes for Lung SBRT Fng-Fng Yin, PhD Duke University Medicl Center AAPM 2017 Denver CO Disclosure This reserch is prtilly funded by reserch grnt from Vrin

More information

The step method: A new adaptive psychophysical procedure

The step method: A new adaptive psychophysical procedure Perception & Psychophysics 1989, 45 (6), 572-576 The step method: A new dptive psychophysicl procedure WILLIAM A. SIMPSON York University, North York, Ontrio, Cnd A new dptive psychophysicl method, the

More information

Infrared Image Edge Detection based on Morphology- Canny Fusion Algorithm

Infrared Image Edge Detection based on Morphology- Canny Fusion Algorithm , pp.42-46 http://dx.doi.org/10.14257/stl.2016.137.08 Infrred Imge Edge Detection bsed on Morphology- Cnny Fusion Algorithm Tng Qingju 1, Bu Chiwu 2, Liu Yunlin 1, Zng Jinsuo 1, Li Dyong 1 1 School of

More information

The Measurement of Interviewer Variance

The Measurement of Interviewer Variance 66 TWO STUDIES OF INTERVIEWER VARIANCE OF SOCIO- PSYCHOLOGICAL VARIABLES By: Leslie Kish nd Crol W. Slter Survey Reserch Center, University of Michign Introduction We report results obtined in two surveys

More information

The Acute Time Course of Concurrent Activation Potentiation

The Acute Time Course of Concurrent Activation Potentiation Mrquette University e-publictions@mrquette Exercise Science Fculty Reserch nd Publictions Exercise Science, Deprtment of 1-1-2010 The Acute Time Course of Concurrent Activtion Potentition Luke Grceu Mrquette

More information

Biochimica et Biophysica Acta Received 21 May 1996; revised 18 September 1996; accepted 24 September 1996

Biochimica et Biophysica Acta Received 21 May 1996; revised 18 September 1996; accepted 24 September 1996 Ž. Biochimic et Biophysic Act 1324 1997 1 17 Phse behvior of fluorocrbon di-o-lkyl-glycerophosphocholines nd glycerophosphoethnolmines nd long-term shelf stbility of fluorinted liposomes Veronique Rvily,

More information

Meat and Food Safety. B.A. Crow, M.E. Dikeman, L.C. Hollis, R.A. Phebus, A.N. Ray, T.A. Houser, and J.P. Grobbel

Meat and Food Safety. B.A. Crow, M.E. Dikeman, L.C. Hollis, R.A. Phebus, A.N. Ray, T.A. Houser, and J.P. Grobbel Met nd Food Sfety Needle-Free Injection Enhncement of Beef Strip Loins with Phosphte nd Slt Hs Potentil to Improve Yield, Tenderness, nd Juiciness ut Hrm Texture nd Flvor B.A. Crow, M.E. Dikemn, L.C. Hollis,

More information

Extraction and Some Functional Properties of Protein Extract from Rice Bran

Extraction and Some Functional Properties of Protein Extract from Rice Bran Ksetsrt J. (Nt. Sci.) 40 : 209-214 (2006) Extrction nd Some Functionl Properties of Protein Extrct from Rice Brn Chockchi Theerkulkit*, Siree Chiseri nd Siriwt Mongkolknchnsiri ABSTRACT Rice brn protein

More information

Effects of physical exercise on working memory and prefrontal cortex function in post-stroke patients

Effects of physical exercise on working memory and prefrontal cortex function in post-stroke patients Effects of physicl exercise on working memory nd prefrontl cortex function in post-stroke ptients M Moriy, C Aoki, K Sktni Grdute School of Helth Sciences Reserch, Mjor of Physicl Therpy, TeikyoHeisei

More information

EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1

EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1 Swine Dy 2001 Contents EVALUATION OF DIFFERENT COPPER SOURCES AS A GROWTH PROMOTER IN SWINE FINISHING DIETS 1 C. W. Hstd, S. S. Dritz 2, J. L. Nelssen, M. D. Tokch, nd R. D. Goodbnd Summry Two trils were

More information

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS

THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS THE EVALUATION OF DEHULLED CANOLA MEAL IN THE DIETS OF GROWING AND FINISHING PIGS John F. Ptience nd Doug Gillis SUMMARY

More information

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids

Using Paclobutrazol to Suppress Inflorescence Height of Potted Phalaenopsis Orchids Using Pcloutrzol to Suppress Inflorescence Height of Potted Phlenopsis Orchids A REPORT SUBMITTED TO FINE AMERICAS Linsey Newton nd Erik Runkle Deprtment of Horticulture Spring 28 Using Pcloutrzol to Suppress

More information

EE247 Lecture 4. EECS 247 Lecture 4: Filters 2005 H.K. Page 1. This Lecture

EE247 Lecture 4. EECS 247 Lecture 4: Filters 2005 H.K. Page 1. This Lecture EE247 Lecture 4 Lst lecture Active biquds Sllen Key & TowThoms Integrtor bsed filters Signl flowgrph concept First order integrtor bsed filter Second order integrtor bsed filter & biquds High order & high

More information

Parameter Optimization for FEM based modeling of singlet oxygen during PDT using COMSOL

Parameter Optimization for FEM based modeling of singlet oxygen during PDT using COMSOL Excerpt from the Proceedings of the COMSOL Conference 00 Boston Prmeter Optimiztion for FEM bsed modeling of singlet oxygen during PDT using COMSOL Xing Ling, Ken Kng-Hsin Wng, nd Timothy C. Zhu * Deprtment

More information

Reducing the Risk. Logic Model

Reducing the Risk. Logic Model Reducing the Risk Logic Model ETR (Eduction, Trining nd Reserch) is nonprofit orgniztion committed to providing science-bsed innovtive solutions in helth nd eduction designed to chieve trnsformtive chnge

More information

Geographical influence on digit ratio (2D:4D): a case study of Andoni and Ikwerre ethnic groups in Niger delta, Nigeria.

Geographical influence on digit ratio (2D:4D): a case study of Andoni and Ikwerre ethnic groups in Niger delta, Nigeria. Journl of Applied Biosciences 27: 1736-1741 ISSN 1997 5902 Geogrphicl influence on digit rtio (2D:4D): cse study of Andoni nd Ikwerre ethnic groups in Niger delt, Nigeri. Gwunirem, Isrel U 1 nd Ihemelndu,

More information

XII. HIV/AIDS. Knowledge about HIV Transmission and Misconceptions about HIV

XII. HIV/AIDS. Knowledge about HIV Transmission and Misconceptions about HIV XII. HIV/AIDS Knowledge bout HIV Trnsmission nd Misconceptions bout HIV One of the most importnt prerequisites for reducing the rte of HIV infection is ccurte knowledge of how HIV is trnsmitted nd strtegies

More information

Finite-Dimensional Linear Algebra Errata for the first printing

Finite-Dimensional Linear Algebra Errata for the first printing Finite-Dimensionl Liner Algebr Errt for the first printing Mrk S. Gockenbch Jnury 6, 011 The following corrections will be mde in the second printing of the text, expected in 011. Pge 41: Exercise 5: S

More information

WSU Tree Fruit Research and Extension Center, Wenatchee (509) ext. 265;

WSU Tree Fruit Research and Extension Center, Wenatchee (509) ext. 265; FINAL REPORT WTFRC Project # AH-1-5 WSU Project # 13C-355-3 Project title: PI: Orgniztion: Coopertors: of Sunburn in Apples with RAYNOX Lrry Schrder, Horticulturist WSU Tree Fruit Reserch nd Extension

More information

AOAC Official Method Determination of Isoflavones in Soy and Selected Foods Containing Soy

AOAC Official Method Determination of Isoflavones in Soy and Selected Foods Containing Soy 45.4.14 AOAC Officil Method 2001.10 Determintion of Isoflvones in Soy nd Selected Foods Contining Soy Extrction, Sponifiction, nd Liquid Chromtogrphy First Action 2001 (Applicble to the determintion of

More information

EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE

EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE Swine Dy 21 EFFECTS OF INGREDIENT AND WHOLE DIET IRRADIATION ON NURSERY PIG PERFORMANCE J. M. DeRouchey, M. D. Tokch, J. L. Nelssen, R. D. Goodbnd, S. S. Dritz 1, J. C. Woodworth, M. J. Webster, B. W.

More information

Eur. J. Biochem. 164, (1987) 0 FEBS 1987

Eur. J. Biochem. 164, (1987) 0 FEBS 1987 Eur. J. Biochem. 164,337343 (1987) FEBS 1987 The effect of fctor V on lipid dynmics in mixed phospholipid vesicles s detected by stedystte nd timeresolved fluorescence depolriztion of diphenylhextriene

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION TM TM tip link horizontl top connectors 1 leucine-rich (21 %) otoncorin-like 1809 ntigenic peptides B D signl peptide hydrophoic segment proline/threonine-rich (79 %) Supplementry Figure 1. () The outer

More information

Simulating the Effect of Exercise on Urea Clearance in

Simulating the Effect of Exercise on Urea Clearance in BRIEF COMMUNICATION Simulting the Effect of Exercise on Ure Clernce in Hemodily si s STEPHEN W. SMYE,* ELIZABETH J. LINDLEY,* nd ERIC J. WILLt Deprtments of *Medicl Physics nd Renl Medicine, St. Jmes s

More information

Review TEACHING FOR GENERALIZATION & MAINTENANCE

Review TEACHING FOR GENERALIZATION & MAINTENANCE Gols By the end of clss, you should be ble to: Explin wht generliztion is, why it is criticl for techers to know how to tech so tht it occurs, nd give n exmple of it from your own experience in the clssroom

More information

Check your understanding 3

Check your understanding 3 1 Wht is the difference etween pssive trnsport nd ctive trnsport? Pssive trnsport is the movement of prticles not requiring energy. Movement of prticles in ctive trnsport uses energy. 2 A gs tp in the

More information

UV radiation of powdered ZnO pumped by nanosecond pulses

UV radiation of powdered ZnO pumped by nanosecond pulses UV rdition of powdered ZnO pumped y nnosecond pulses V.M.Mrkushev, M.V.Ryzhkov, Ch.M.Briskin *, H.Co, L.A.Zdorozhny c, L.E.Li c, E.I.Gevrgizov c, L.N.Deminets c Institute of Rdio engineering nd Electronics

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and This rticle ppered in journl published by Elsevier. The ttched copy is furnished to the uthor for internl non-commercil reserch nd eduction use, including for instruction t the uthors institution nd shring

More information

The accuracy of creatinine clearance with and without

The accuracy of creatinine clearance with and without Postgrd Med J (1991) 67, 42-46 ) The Fellowship of Postgrdute Medicine, 1991 The ccurcy of cretinine clernce with nd without urine collection s mesure of glomerulr filtrtion rte D.G. Wller,' J.S. Fleming,2

More information

Numerical Modelling of Tooth Enamel Subsurface Lesion Formation Induced by Dental Plaque

Numerical Modelling of Tooth Enamel Subsurface Lesion Formation Induced by Dental Plaque Originl Pper Cries Res 214;48:73 89 DOI: 1.1159/354123 Received: My 2, 213 Accepted fter revision: June 28, 213 Published online: November 14, 213 Numericl Modelling of Tooth Enmel Subsurfce Lesion Formtion

More information

Bending stiffness of lipid bilayers. II. Spontaneous curvature of the monolayers

Bending stiffness of lipid bilayers. II. Spontaneous curvature of the monolayers Bending stiffness of lipid bilyers. II. Spontneous curvture of monolyers Thoms Fischer To cite this version: Thoms Fischer. Bending stiffness of lipid bilyers. II. Spontneous curvture of monolyers. Journl

More information

The Effects of Diet Particle Size on Animal Performance

The Effects of Diet Particle Size on Animal Performance MF-2050 Feed Mnufcturing Feed Mnufcturing Cerel grins re the primry energy source in swine nd poultry diets. Therefore, not only must producers be concerned bout the composition of the grin, but lso how

More information

A comparative study on the extraction of membranebound bilirubin from erythrocyte membranes using various methods

A comparative study on the extraction of membranebound bilirubin from erythrocyte membranes using various methods J. Biochem. Biophys. Methods 39 (1999) 39 45 A comprtive study on the extrction of membrnebound bilirubin from erythrocyte membrnes using vrious methods * Sd Tyyb, Mohmmd Kutub Ali Interdisciplinry Biotechnology

More information

Bending stiffness of the lumbar spine subjected to posteroanterior manipulative force

Bending stiffness of the lumbar spine subjected to posteroanterior manipulative force JRRD Volume 42, Number 2, Pges 167 174 Mrch/April 2005 Journl of Rehbilittion Reserch & Development Bending stiffness of the lumbr spine subjected to posteronterior mnipultive force Rymond Y. W. Lee, PhD;

More information

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1

DIFFERENTIAL REINFORCEMENT OF VOCAL DURATION1 JOURNL OF THE EXPERMENTL NLYSS OF BEHVOR VOLUME 7, NUMBER JNURY, 1 964 DFFERENTL RENFORCEMENT OF VOCL DURTON1 HRLN LNE UNVERSTY OF MCHGN The effects of differentil reinforcement of vocl durtion were exmined

More information

Quantifying perceived impact of scientific publications

Quantifying perceived impact of scientific publications Quntifying perceived impct of scientific publictions Filippo Rdicchi, Alexnder Weissmn, nd John Bollen Center for Complex Networks nd Systems Reserch, School of Informtics nd Computing, Indin University,

More information

Improved hydrolytic stability of waterborne polyester resins with Eastman 1,4-CHDA and Eastman TMPD glycol

Improved hydrolytic stability of waterborne polyester resins with Eastman 1,4-CHDA and Eastman TMPD glycol Improved hydrolytic stbility of wterborne polyester resins with Estmn nd Estmn glycol Introduction Wterborne cotings provide vible mens of complying with VOC (voltile orgnic compound) requirements. An

More information

Protegrin interaction with lipid monolayers: grazing incidence X-ray diffraction and X-ray reflectivity study

Protegrin interaction with lipid monolayers: grazing incidence X-ray diffraction and X-ray reflectivity study PAPER www.rsc.org/softmtter Soft Mtter Protegrin interction with lipid monolyers: grzing incidence X-ry diffrction nd X-ry reflectivity study Frnces Neville, Yuji Ishitsuk,x b Chris S. Hodges, Oleg Konovlov,

More information

Appendix J Environmental Justice Populations

Appendix J Environmental Justice Populations Appendix J Environmentl Justice s [This pge intentionlly left blnk] Tble of Contents REFERENCES...J-2 Pge LIST OF TABLES Pge Tble J-1: Demogrphic Overview of Bruinsburg Site Project Are... J-3 Tble J-2:

More information

Rates of weight change for black and white Americans over a twenty year period

Rates of weight change for black and white Americans over a twenty year period Interntionl Journl of Obesity (2003) 27, 498 504 & 2003 Nture Publishing Group All rights reserved 0307-0565/03 $25.00 www.nture.com/ijo PAPER Rtes of weight chnge for blck nd white Americns over twenty

More information

Optimisation of diets for Atlantic cod (Gadus morhua) broodstock: effect of arachidonic acid on egg & larval quality

Optimisation of diets for Atlantic cod (Gadus morhua) broodstock: effect of arachidonic acid on egg & larval quality Optimistion of diets for Atlntic cod (Gdus morhu) roodstock: effect of rchidonic cid on egg & lrvl qulity Dr Gordon Bell, Ms. An Blnco, Dr Bill Roy, Dr Derek Roertson, Dr Jim Henderson nd Mr Richrd Prickett,

More information

Copy Number ID2 MYCN ID2 MYCN. Copy Number MYCN DDX1 ID2 KIDINS220 MBOAT2 ID2

Copy Number ID2 MYCN ID2 MYCN. Copy Number MYCN DDX1 ID2 KIDINS220 MBOAT2 ID2 Copy Numer Copy Numer Copy Numer Copy Numer DIPG38 DIPG49 ID2 MYCN ID2 MYCN c DIPG01 d DIPG29 ID2 MYCN ID2 MYCN e STNG2 f MYCN DIPG01 Chr. 2 DIPG29 Chr. 1 MYCN DDX1 Chr. 2 ID2 KIDINS220 MBOAT2 ID2 Supplementry

More information

Invasive Pneumococcal Disease Quarterly Report. July September 2017

Invasive Pneumococcal Disease Quarterly Report. July September 2017 Invsive Pneumococcl Disese Qurterly Report July September 2017 Prepred s prt of Ministry of Helth contrct for scientific services by Rebekh Roos Helen Heffernn October 2017 Acknowledgements This report

More information

ORIGINAL ARTICLE. Diagnostic Signs of Accommodative Insufficiency. PILAR CACHO, OD, ÁNGEL GARCÍA, OD, FRANCISCO LARA, OD, and M A MAR SEGUÍ, OD

ORIGINAL ARTICLE. Diagnostic Signs of Accommodative Insufficiency. PILAR CACHO, OD, ÁNGEL GARCÍA, OD, FRANCISCO LARA, OD, and M A MAR SEGUÍ, OD 1040-5488/02/7909-0614/0 VOL. 79, NO. 9, PP. 614 620 OPTOMETRY AND VISION SCIENCE Copyright 2002 Americn Acdemy of Optometry ORIGINAL ARTICLE Dignostic Signs of Accommodtive Insufficiency PILAR CACHO,

More information

LATE RESULTS OF TRANSFER OF THE TIBIAL TUBERCLE FOR RECURRENT DISLOCATION OF THE PATELLA1

LATE RESULTS OF TRANSFER OF THE TIBIAL TUBERCLE FOR RECURRENT DISLOCATION OF THE PATELLA1 LATE RESULTS OF TRANSFER OF THE TIBIAL TUBERCLE FOR RECURRENT DISLOCATION OF THE PATELLA1 W. G. J. HAMPSON nd P. HILL, BRISTOL, ENGLAND The uthors wished to determine the lte results of the Huser opertion,

More information

Plaque Assay of Avian Sarcoma Viruses Using Casein

Plaque Assay of Avian Sarcoma Viruses Using Casein JOURNAL OF VIROLOGY, Sept. 1975, p. 707-711 Copyright 0 1975 Americn Society for Microbiology Vol. 16, No. 3 Printed in U.S.A. Plque Assy of Avin Srcom Viruses Using Csein PIERO C. BALDUZZI*l AND HELEN

More information

Analytic hierarchy process-based recreational sports events development strategy research

Analytic hierarchy process-based recreational sports events development strategy research ISSN : 0974-7435 Volume 0 Issue 6 An Indin Journl Anlytic hierrchy process-bsed recretionl sports events development strtegy reserch Weihu Yo School of hysicl Eduction, Luoyng Norml University, Luoyng

More information

BIOSTATISTICS. Lecture 1 Data Presentation and Descriptive Statistics. dr. Petr Nazarov

BIOSTATISTICS. Lecture 1 Data Presentation and Descriptive Statistics. dr. Petr Nazarov Microrry Center BIOSTATISTICS Lecture 1 Dt Presenttion Descriptive Sttistics dr. Petr Nzrov 25-02-2011 petr.nzrov@crp-snte.lu Lecture 1. Dt presenttion descriptive sttistics COURSE OVERVIEW Orgniztion

More information

A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS

A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS A LAYOUT-AWARE APPROACH FOR IMPROVING LOCALIZED SWITCHING TO DETECT HARDWARE TROJANS IN INTEGRATED CIRCUITS Hssn Slmni, Mohmmd Tehrnipoor ECE Deprtment University of Connecticut {slmni h,tehrni}@engr.uconn.edu

More information

SPHINGOLIPIDS. of synthetic ceramides. Gas-liquid chromatography-mass spectrometry. GL C-Mass Spectrometry

SPHINGOLIPIDS. of synthetic ceramides. Gas-liquid chromatography-mass spectrometry. GL C-Mass Spectrometry Gs-liquid chromtogrphy-mss spectrometry of synthetic cermides BENGT SAMUELSSON nd KARN SAMUELSSON Deprtment of Medicl Chemistry, Royl Veterinry College; Deprtment of Neurology, Krolinsk Sjukhuset; nd Lbortory

More information

Effect of supplemental fat from dried distillers grains with solubles or corn oil on cow performance, IGF-1, GH, and NEFA concentrations 1

Effect of supplemental fat from dried distillers grains with solubles or corn oil on cow performance, IGF-1, GH, and NEFA concentrations 1 Effect of supplementl ft from dried distillers grins with solules or corn oil on cow performnce, IGF-1, GH, nd NEFA concentrtions 1 Aigil Brtosh 2, Cody Wright 3, Aimee Wertz-Lutz 4, nd George Perry 5

More information

How adaptations of substrate utilization regulate body composition

How adaptations of substrate utilization regulate body composition (27) 1 6 & 27 Nture Pulishing Group All rights reserved 37-565/7 $3. www.nture.com/ijo ORIGINAL ARTICLE How dpttions of sustrte utiliztion regulte ody composition KD Hll, HL Bin nd CC Chow Lortory of Biologicl

More information

Effect of 1-Methylcyclopropene on the Physiology and Yield of Cotton. Derrick Oosterhuis Eduardo Kawakami and Dimitra Loka University of Arkansas

Effect of 1-Methylcyclopropene on the Physiology and Yield of Cotton. Derrick Oosterhuis Eduardo Kawakami and Dimitra Loka University of Arkansas Effect of 1-Methylcyclopropene on the Physiology nd Yield of Cotton Derrick Oosterhuis Edurdo Kwkmi nd Dimitr Lok University of Arknss Cotton Crop Gossypium hirsutum Unique out cotton Perennil grown s

More information

SOME MECHANISTIC CONCEPTS IN ELECTROPHILIC ADDITION REACTIONS TO C=C BONDS

SOME MECHANISTIC CONCEPTS IN ELECTROPHILIC ADDITION REACTIONS TO C=C BONDS SM MANISTI NPTS IN LTPILI AITIN ATINS T = BNS The = ond is considered to e wek se/nucleophile. The high concentrtion of electron density mkes the pi ond Lewis se, ut in order to donte electrons the pi

More information

Effects of age, density, and seasonality on molt pattern in the mammal genus (Peromyscus)

Effects of age, density, and seasonality on molt pattern in the mammal genus (Peromyscus) University of New Hmpshire University of New Hmpshire Scholrs' Repository Honors Theses nd Cpstones Student Scholrship Spring 2015 Effects of ge, density, nd sesonlity on molt pttern in the mmml genus

More information

The Effect of Substituting Sugar with Artificial. Sweeteners on the Texture and Palatability of Pancakes

The Effect of Substituting Sugar with Artificial. Sweeteners on the Texture and Palatability of Pancakes The Effect of Sustituting Sugr with Artificil NUTR 453 Sweeteners on the Texture nd Pltility of Pnckes Jmie Wldron, Rquel Reyes, nd Reecc Legi 1 I. Astrct The effects of replcing sugr with Stevi nd Splend

More information

phosphorus, and magnesium

phosphorus, and magnesium Gut, 1964, 5, 274 Experiences with the use of interrupted crmine red nd continuous chromium sesquioxide mrking of humn feces with reference to clcium, phosphorus, nd mgnesium G. ALAN ROSE From the Metbolic

More information

STATISTICAL DATA ANALYSIS IN EXCEL

STATISTICAL DATA ANALYSIS IN EXCEL Microrry Center STATISTICAL DATA ANALYSIS IN EXCEL Prt 1 Introduction to Sttistics Dr. Petr Nzrov 14-06-2010 petr.nzrov@crp-snte.lu Sttisticl dt nlysis in Excel COURSE OVERVIEW Objectives The course: Reminds

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION Supplementry Tble 1. Sttistics of dt sets nd structure refinement PYL1 po PYL2/ABA PYL2 po PYL2/ABA/HAB1 PDB code 3KAY 3KAZ 3KB0 3KB3 Dt collection APS bem line 21-ID 21-ID 21-ID 21-ID Spce group P6 5

More information

changes used to indicate the aversiveness of

changes used to indicate the aversiveness of JOURNL OF THE EXPERIMENTL NLYSIS OF BEHVIOR SUPPRESSION OF BEHVIOR BY TIMEOUT PUNISHMENT WHEN SUPPRESSION RESULTS IN LOSS OF POSITIVE REINFORCEMENT' RNOLD KUFMN ND LN BRON UNIVERSITY OF WISCONSIN-MILWUKEE

More information

Report of the Conference on Low Blood

Report of the Conference on Low Blood 1046 Report of the Conference on Low Blood Cholesterol: Mortlity Associtions Dvid Jcobs, PhD; Henry Blckburn, MD; Millicent Higgins, MD; Dwyne Reed, MD, PhD; Hiroysu Iso, MD; Grdner McMilln, MD, PhD; Jmes

More information

The Mid-Depth Method and HIV-1: A Practical Approach for Testing Hypotheses of Viral Epidemic History

The Mid-Depth Method and HIV-1: A Practical Approach for Testing Hypotheses of Viral Epidemic History The Mid-Depth Method nd HIV-1: A Prcticl Approch for Testing Hypotheses of Virl Epidemic History Oliver G. Pybus, Edwrd C. Holmes, nd Pul H. Hrvey Deprtment of Zoology, University of Oxford We introduce

More information

Paper-based skin patch for the diagnostic screening of cystic fibrosis

Paper-based skin patch for the diagnostic screening of cystic fibrosis Electronic Supplementry Mteril (ESI) for ChemComm. This journl is The Royl Society of Chemistry 2015 Supplementry informtion Pper-bsed skin ptch for the dignostic screening of cystic fibrosis Xun Mu,*

More information

An Energy Efficient Seizure Prediction Algorithm

An Energy Efficient Seizure Prediction Algorithm An Energy Efficient Seizure Prediction Algorithm Zhongnn Fng Electricl Engineering Stnford University zhongnn@stnford.edu Yun Yun Sttistics Stnford University yun@stnford.edu Andrew Weitz Bioengineering

More information

Agilent G6825AA MassHunter Pathways to PCDL Software Quick Start Guide

Agilent G6825AA MassHunter Pathways to PCDL Software Quick Start Guide Agilent G6825AA MssHunter Pthwys to PCDL Softwre Quick Strt Guide Wht is Agilent Pthwys to PCDL? Fetures of Pthwys to PCDL Agilent MssHunter Pthwys to PCDL converter is stnd-lone softwre designed to fcilitte

More information

Teacher motivational strategies and student self-determination in physical education

Teacher motivational strategies and student self-determination in physical education Loughborough University Institutionl Repository Techer motivtionl strtegies nd student self-determintion in physicl eduction This item ws submitted to Loughborough University's Institutionl Repository

More information

The linear oligomer 1 + SnCl 2 2 DPA G2

The linear oligomer 1 + SnCl 2 2 DPA G2 Ymmoto_SI-figs,, 3, nd 4 DPA G + SnCl DPA G3 + SnCl DPA G SI-Figure. () UV-vis spectr of DPA G complexed with - equiv. of SnCl (solv.; dichloromethne/cetonitrile = :, [DPA G] = 9 x - M).. DPA G3 c d 36

More information

Recently, the National Lung Screening Trial demonstrated that three annual low-dose

Recently, the National Lung Screening Trial demonstrated that three annual low-dose Dign Interv Rdiol DOI 10.5152/dir.2015.14541 Turkish Society of Rdiology 2015 CHEST IMAGING ORIGINAL ARTICLE Impct of rdition dose nd itertive reconstruction on pulmonry nodule mesurements t chest CT:

More information

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method

Study of Stress Distribution in the Tibia During Stance Phase Running Using the Finite Element Method Ksetsrt J. (Nt. Sci.) 48 : 729-739 (2014) Study of Stress Distriution in the Tii During Stnce Phse Running Using the Finite Element Method Thepwchr Ruchirh 1, Tumrong Puttpitukporn 1, * nd Siriporn Ssimontonkul

More information

Effect of environmental stress on biochemical and physiological features in cultured fish

Effect of environmental stress on biochemical and physiological features in cultured fish Effect of environmentl stress on biochemicl nd physiologicl fetures in cultured fish Toshiki Nkno, Toshiysu Ymguchi, nd Yoshihiro Ochii Grd. Sch. Agric. Sci., Tohoku Univ., Sendi, Jpn Fmous Smuri Mr. Msmune

More information

THE KIDNEY AND THE CONCEPT OF CLEARANCE*

THE KIDNEY AND THE CONCEPT OF CLEARANCE* THE KIDNEY AND THE CONCEPT OF CLEARANCE* I. The Antomy of the Mmmlin Kidney A. Gross ntomy: 1. The outer region of the kidney = the CORTEX 2. Inner region = the MEDULLA 3. The re where ll of the urine

More information

Assessment of Depression in Multiple Sclerosis. Validity of Including Somatic Items on the Beck Depression Inventory II

Assessment of Depression in Multiple Sclerosis. Validity of Including Somatic Items on the Beck Depression Inventory II Assessment of Depression in Multiple Sclerosis Vlidity of Including Somtic Items on the Beck Depression Inventory II Peggy Crwford, PhD; Noh J. Webster, MA Signs nd symptoms of multiple sclerosis (MS)

More information

WORKSHOP FOR SYRIA. A SHORT TERM PROJECT A Collaborative Map proposal Al Moadamyeh, Syria

WORKSHOP FOR SYRIA. A SHORT TERM PROJECT A Collaborative Map proposal Al Moadamyeh, Syria Al Modmyeh is city locted south-west Dmscus, in Syri. It is fcing post-conflict sitution, fter yers of siege nd displcement of its inhbitnts. Now, the popultion is coming bck, s lso new incomers. Therefore,

More information

Journal of Personality

Journal of Personality T5r 19c2,4-J uytie& çln 0 Journl of Personlity EDTORAL BOARD GORDON W. ALLPORT Hrvrd University MERTON GLL Austen Riggs Foundtion JOHN GLLN University of North Crolin DONALD. HEBB McGill University DAVD

More information

EFFECTS OF AN ACUTE ENTERIC DISEASE CHALLENGE ON IGF-1 AND IGFBP-3 GENE EXPRESSION IN PORCINE SKELETAL MUSCLE

EFFECTS OF AN ACUTE ENTERIC DISEASE CHALLENGE ON IGF-1 AND IGFBP-3 GENE EXPRESSION IN PORCINE SKELETAL MUSCLE Swine Dy 22 Contents EFFECTS OF AN ACUTE ENTERIC DISEASE CHALLENGE ON IGF-1 AND IGFBP-3 GENE EXPRESSION IN PORCINE SKELETAL MUSCLE B. J. Johnson, J. P. Kyser, J. D. Dunn, A. T. Wyln, S. S. Dritz 1, J.

More information

Shamsuddin M. Mamun, U. Focken, G. Francis and K. Becker University of Hohenheim, Stuttgart, Germany. September 2004

Shamsuddin M. Mamun, U. Focken, G. Francis and K. Becker University of Hohenheim, Stuttgart, Germany. September 2004 A GROWTH PERFORMANCE AND METABOLIC RATES OF GENETICALLY IMPROVED AND CONVENTIONAL STRAINS OF NILE TILAPIA, OREOCHROMIS NILOTICUS (L.) Shmsuddin M. Mmun, U. Focken, G. Frncis nd K. Becker University of

More information

Recent advances in cryopreservation od salmonid fish semen. Andrzej Ciereszko

Recent advances in cryopreservation od salmonid fish semen. Andrzej Ciereszko Recent dvnces in cryopreservtion od slmonid fish semen Andrzej Ciereszko Institute of Animl Reproduction nd Food Reserch, Polish Acdemy of Sciences in Olsztyn, Polnd Justifiction for the studies Poor performnce

More information

1980, 133, NUMBER 4 (WINTER 1980) UNIVERSITY OF NOTRE DAME. be viewed as a response and defined a priori by

1980, 133, NUMBER 4 (WINTER 1980) UNIVERSITY OF NOTRE DAME. be viewed as a response and defined a priori by JOURNAL OF APPLIED BEHAVIOR ANALYSIS 1980, 133, 595-609 NUMBER 4 (WINTER 1980) RESPONSE DEPRIVATION AND REINFORCEMENT IN APPLIED SETTINGS: A PRELIMINARY ANALYSIS EDWARD A. KONARSKI, JR., MOSES R. JOHNSON,

More information

Altered dietary nutrient intake maintains metabolic homeostasis in parasitized larvae of the insect Manduca sexta L.

Altered dietary nutrient intake maintains metabolic homeostasis in parasitized larvae of the insect Manduca sexta L. The Journl of Experimentl iology 2, 65 (21) Printed in Gret ritin The Compny of iologists Limited 21 JE316 65 ltered dietry nutrient intke mintins metbolic homeostsis in prsitized lrve of the insect Mnduc

More information

Received 26 July 2000; received in revised form 12 April 2001; accepted 12 April 2001

Received 26 July 2000; received in revised form 12 April 2001; accepted 12 April 2001 Chemistry nd Physics of Lipids 111 (2001) 139 161 www.elsevier.com/locte/chemphyslip The physicl properties of glycosyl dicylglycerols. Clorimetric, X-ry diffrction nd Fourier trnsform spectroscopic studies

More information

Shinhaeng Cho, Youngmoon Goh, Chankyu Kim, Haksoo Kim, Jong Hwi Jeong, Young Kyung Lim, Se Byeong Lee, Dongho Shin

Shinhaeng Cho, Youngmoon Goh, Chankyu Kim, Haksoo Kim, Jong Hwi Jeong, Young Kyung Lim, Se Byeong Lee, Dongho Shin Originl Article PMP Progress in Medicl Physics 28(4), Decemer 217 https://doi.org/1.14316/pmp.217.28.4.144 pissn 28-444, eissn 28-443 Dosimetric Impct of Ti Mesh on Proton Bem Therpy Shinheng Cho, Youngmoon

More information

Breast carcinoma grading by histologic features has

Breast carcinoma grading by histologic features has Originl Articles Mitotic Index of Invsive Brest Crcinom Achieving Cliniclly Meningful Precision nd Evluting Tertil Cutoffs John S. Meyer, MD; Eric Costto, PhD; Hns Peter Grf, PhD Context. Mitotic figure

More information

Glucose is the most commonly used osmotic agent in

Glucose is the most commonly used osmotic agent in Peritonel Dilysis Interntionl, Vol. 32, pp. 545 551 doi: 10.3747/pdi.2011.00048 0896-8608/12 $3.00 +.00 Copyright 2012 Interntionl Society for Peritonel Dilysis ULTRAFILTRATION AND DIALYSIS ADEQUACY WITH

More information

Supplementary Figure 1

Supplementary Figure 1 Supplementry Figure 1 c d Wistr SHR Wistr AF-353 SHR AF-353 n = 6 n = 6 n = 28 n = 3 n = 12 n = 12 Supplementry Figure 1 Neurophysiologicl properties of petrosl chemoreceptive neurones in Wistr nd SH rts.

More information

Supporting Information

Supporting Information Supporting Informtion Ethylbromoisobutyrte (EBIB), tin (II) 2-ethylhexnote (Sn(EH) 2 ), copper (II) bromide (CuBr 2 ), toluene, sodium zide, dimethylformmide (DMF), nd N, N, N, N, N pentmethyltriethylenedimine

More information

Limits of focused attention in three-dimensional space

Limits of focused attention in three-dimensional space Perception & Psychophysics 1993, 53 (6), 658-667 Limits of focused ttention in three-dimensionl spce GORG J. ANDRSN University of liforni, Riverside, liforni nd ARTHUR F. KRAMR University of Illinois,

More information

phosphatase isoenzyme activity: estimation of

phosphatase isoenzyme activity: estimation of J Clin Pthol 1988;41:202-206 Quntittive method for determining serum lkline phosphtse isoenzyme ctivity: estimtion of intestinl component M J PEAKE, M PEJAKOVIC, G H WHITE From the Deprtment ofbiochemistry

More information

Metabolism of Adrenal Cholesterol in Man

Metabolism of Adrenal Cholesterol in Man Metbolism of Adrenl Cholesterol in Mn II. IN VITRO STUDIES INCLUDING A COMPARISON OF ADRENAL CHOLESTEROL SYNTHESIS WITH THE SYNTHESIS OF THE GLUCOCORTICOSTEROID HORMONES ABRAHAM BoRuowsmI, CLAUDE DELOROIX,

More information

Time trends in repeated spirometry in children

Time trends in repeated spirometry in children Eur Resplr J 199, 6, 55:H559 Time trends in repeted spirometry in children G. Hoek*t, B. Brunekreef* Time trends in repeted spirometry in children. G. Hoek, B. Brunekreef. BSTRCT: In study on cute helth

More information