ARTICLE. Abstract Aims/hypothesis The adiponectin signalling pathway is largely unknown, but recently the adaptor protein containing

Size: px
Start display at page:

Download "ARTICLE. Abstract Aims/hypothesis The adiponectin signalling pathway is largely unknown, but recently the adaptor protein containing"

Transcription

1 Dibetologi (211) 54: DOI 1.17/s x ARTICLE Incresed bundnce of the dptor protein contining pleckstrin homology domin, phosphotyrosine binding domin nd leucine zipper motif (APPL1) in ptients with obesity nd type 2 dibetes: evidence for ltered diponectin signlling R. M. Holmes & Z. Yi & E. De Filippis & R. Berri & S. Shhni & P. Sthynryn & V. Shermn & K. Fujiwr & C. Meyer & C. Christ-Roberts & H. Hwng & J. Finlyson & L. Q. Dong & L. J. Mndrino & M. Bjj Received: 2 Jnury 211 /Accepted: 29 Mrch 211 /Published online: 12 My 211 # The Author(s) 211. This rticle is published with open ccess t Springerlink.com Abstrct Aims/hypothesis The diponectin signlling pthwy is lrgely unknown, but recently the dptor protein contining pleckstrin homology domin, phosphotyrosine binding domin nd leucine zipper motif (APPL1), hs been shown to interct directly with diponectin receptor (ADIPOR)1. APPL1 is present in C2C12 myoblsts nd mouse skeletl muscle, but its presence in humn skeletl muscle hs not been investigted. Methods Smples from type 2 dibetic, nd len nd nondibetic obese prticipnts were nlysed by: immunoprecipittion nd western blot; HPLC-electrospry ionistion (ESI)-mss spectrometry (MS) nlysis; pek re nlysis by MS; HPLC-ESI-MS/MS/MS nlysis; nd RT-PCR nlysis of APPL1 mrna. Results Immunoprecipittion nd western blot indicted bnd specific to APPL1. Tryptic digestion nd HPLC-ESI- MS nlysis of whole-muscle homogente APPL1 unmbiguously identified APPL1 with 56% sequence coverge. Pek re nlysis by MS vlidted western blot results, showing APPL1 levels to be significntly incresed in type 2 dibetic nd obese s compred with len prticipnts. Electronic supplementry mteril The online version of this rticle (doi:1.17/s x) contins supplementry mteril, which is vilble to uthorised users. R. M. Holmes Deprtment of Physiology, University of Texs Helth Science Center, Sn Antonio, TX, USA L. Q. Dong Deprtment of Cellulr nd Structurl Biology, University of Texs Helth Science Center, Sn Antonio, TX, USA L. Q. Dong Deprtment of Phrmcology, University of Texs Helth Science Center, Sn Antonio, TX, USA E. De Filippis : R. Berri : K. Fujiwr Deprtment of Medicine, University of Texs Helth Science Center, Sn Antonio, TX, USA R. M. Holmes : Z. Yi : E. De Filippis : K. Fujiwr : C. Meyer : C. Christ-Roberts : H. Hwng : J. Finlyson : L. J. Mndrino (*) Center for Metbolic nd Vsculr Biology, College of Liberl Arts nd Sciences, PO Box 87374, Tempe, AZ , USA e-mil: Lwrence.mndrino@su.edu L. J. Mndrino Deprtment of Medicine, Myo Clinic-Myo Clinic Arizon, 134 Est She Boulevrd, Scottsdle, AZ 85259, USA S. Shhni : P. Sthynryn : V. Shermn : M. Bjj (*) Endocrinology Division, Bylor College of Medicine nd St Luke s Hospitl, 179 Dryden Street, Houston, TX 773, USA e-mil: mndeepbjj@hotmil.com

2 Dibetologi (211) 54: Trgeted phosphopeptide nlysis by HPLC-ESI-MS/MS/ MS showed tht APPL1 ws phosphorylted specificlly on Ser 41. APPL1 mrna expression ws significntly incresed in obese nd type 2 dibetic prticipnts s compred with len prticipnts. After britric surgery in morbidly obese prticipnts with subsequent weight loss, skeletl muscle APPL1 bundnce ws significntly reduced (p<.5) in ssocition with n increse in plsm diponectin (p<.1), incresed levels of ADIPOR1 (p<.5) nd incresed muscle AMP-ctivted protein kinse (AMPK) phosphoryltion (p<.5). Conclusions/interprettion APPL1 bundnce is significntly higher in type 2 dibetic muscle; APPL1 is phosphorylted in vivo on Ser 41. Improvements in hyperglycemi nd hypodiponectinemi following weight loss re ssocited with reduced skeletl muscle APPL1, nd incresed plsm diponectin levels nd muscle AMPK phosphoryltion. Keywords Adiponectin. APPL1. Obesity. Type 2 dibetes Abbrevitions ADIPOR Adiponectin receptor AMPK AMP-ctivted protein kinse APPL1 Adptor protein contining pleckstrin homology domin, phosphotyrosine binding domin nd leucine zipper motif ESI Electrospry ionistion-mss MS Mss spectrometry m/z Mss:chrge rtio p38mapk p38 Mitogen-ctivted protein kinse Introduction The dipocyte hormone, diponectin, hs recently received much ttention due to its insulin-sensitising effects on lipid nd glucose metbolism [1 3]. The moleculr cuses of insulin resistnce re currently unknown, but one possible mechnism is ltered or impired diponectin signlling. Defects in diponectin signlling cn rise from ltertions in totl diponectin concentrtions, defects in diponectin receptor (ADIPOR) levels or defects in intrcellulr signlling molecules. Low serum concentrtions of diponectin ccompny insulin resistnce [4] nd hve been ssocited with disorders such s obesity [5 7], hyperlipidemi [8, 9], crdiovsculr disese [1] nd type 2 dibetes [11]. mrna of both ADIPORs (ADIPOR1, ADIPOR2) is highly expressed in humn skeletl muscle [12], s opposed to mouse, where Adipor2 is most bundntly expressed in liver nd Adipor1 is predominntly expressed in myotubes [13]. The intrcellulr diponectin signlling pthwy is still lrgely unknown, despite the identifiction of two ADI- PORs, ADIPOR1 nd ADIPOR2 [13]. ADIPORs re seven trnsmembrne domin receptors, but re unique from G-protein coupled receptors due to their opposite loction of the intrcellulr N-terminl nd the extrcellulr C- terminl [13]. Insulin-resistnt ob/ob mice hve decresed bundnce of ADIPOR1 nd ADIPOR2 [14]; but mrna expression of ADIPOR1 nd ADIPOR2 showed no difference between helthy, len control nd obese type 2 dibetic individuls [15]. However, Jng et l. reported tht ADIPOR2 levels re significntly lower in type 2 dibetic prticipnts thn in len controls, with ADIPOR1 following the sme trend, lbeit without sttisticl significnce [16]. ADIPOR1 nd ADIPOR2 mrna expression is significntly decresed in norml glucose-tolernt individuls with strong fmily history of dibetes s compred with those with no history of dibetes [12]. In ddition, insulin-stimulted glucose disposl is positively ssocited with ADIPOR1 nd ADIPOR2 expression [12]. Finlly, cultured myotubes from obese controls nd obese dibetic prticipnts showed incresed levels of ADIPOR1 reltive to len controls under bsl conditions [17]. These findings suggest tht circulting levels of diponectin nd expression of ADIPOR genes ply n importnt role in the regultion of skeletl muscle insulin ction. It is uncler whether intrcellulr diponectin signlling might lso be bnorml in muscle from insulin-resistnt individuls. Previous work indictes tht AMP-ctivted protein kinse (AMPK) nd p38 mitogen-ctivted protein kinse (p38mapk) re downstrem of the ADIPOR, but do not interct directly with ADIPORs. This work lso identified the dptor protein contining pleckstrin homology domin, phosphotyrosine binding domin nd leucine zipper motif (APPL1) s protein tht intercts with ADIPOR1, using the intrcellulr N-terminl portion of ADIPOR1 s bit in yest two-hybrid screen [18]. APPL1 is 79 kd protein, which contins severl distinct domins, including pleckstrin homology domin, phosphotyrosine-binding domin nd leucine zipper motif embedded in the coiled-coil region [19]. APPL1 intercts with numerous other receptors, including follicle-stimulting hormone receptor, EGF receptor, ndrogen receptor nd the deleted in colorectl cncer receptor [2 23]. In ddition, APPL1 intercts with components of the insulin signlling pthwy such s v-kt murine thymom virl oncogene homologue 2, phosphoinositide 3-kinse, regultory subunit 1 nd the p11 subunit of phosphtidylinositol 3-kinse [19, 22]. This indictes tht APPL1 my ct s scffold protein. Overbundnce of APPL1 increses ftty cid oxidtion nd glucose metbolism upon diponectin stimultion by incresing the ctivity of AMPK nd p38mapk [18]. Although APPL1 does not directly interct with AMPK, diponectin-stimulted ctivity

3 2124 Dibetologi (211) 54: of AMPK seems to be regulted in prt by APPL1 interction with the ADIPOR [18]. Some [24], but not ll [25], studies suggest tht AMPK protein levels nd mrna expression re not ltered in skeletl muscle of obese or type 2 dibetic ptients. In light of the evidence connecting diponectin signlling nd AMPK ctivity, nd given both the decresed ft oxidtion in insulin-resistnt muscle nd the role of APPL1 in diponectin signlling, we sought to determine whether APPL1 bundnce or expression is ltered in insulin resistnce. To test our hypothesis, we first sought to detect the presence of APPL1 in humn skeletl muscle, using western blot techniques nd mss spectrometry (MS). We then estblished novel pproch for quntifying protein bundnce using MS to detect chnges between len control, obese control nd type 2 dibetic prticipnts. We lso performed mrna nlysis to determine whether chnges in APPL1 nd ADIPOR1 were present between these groups. Finlly, we exmined the effect of weight loss following britric surgery on skeletl muscle ADIPOR1/2, APPL1 nd AMPK phosphoryltion in obese insulinresistnt individuls. Methods Prticipnts for protein nlysis We recruited 29 prticipnts for protein bundnce nd quntifiction studies. These included len control prticipnts, obese control prticipnts nd type 2 dibetic prticipnts (Tble 1). All studies were pproved by the Institutionl Review Bord of the University of Texs Helth Science Center t Sn Antonio or Arizon Stte University. Results for some prticipnts used in this study hve been published previously [26]. Prticipnts for mrna nlysis Muscle (vstus lterlis) biopsies from 21 prticipnts were used for rel-time quntittive PCR nlysis. Prticipnt ctegories were len control, obese control nd type 2 dibetic (Tble 2). The study protocol ws pproved by the Institutionl Review Bord of University of Texs Helth Science Center t Sn Antonio. All prticipnts gve written informed consent. Effects of weight loss on diponectin signlling We lso studied six (ge 38±4 yers, BMI 48.5±4.8 kg/m 2, HbA 1c 6.±.1% [men±sem]) non-dibetic morbidly obese prticipnts with the metbolic syndrome, who underwent britric surgery (Roux-en-Y gstric bypss) (Tble 3). Vstus lterlis muscle biopsies were obtined during surgery nd 6 months following surgery, nd were used for rel-time quntittive PCR nlysis nd determintion of AMPK phosphoryltion. These studies were pproved by the Bylor College of Medicine Institutionl Review Bord. Orl glucose tolernce test Bseline blood smples for determining plsm glucose, NEFA nd insulin concentrtions were drwn t 3, 15 nd min. At time, prticipnts ingested 75 g glucose in 3 ml wter. Plsm glucose, NEFA nd insulin concentrtions were mesured t 15 min intervls for 2 h. Euglycemic hyperinsulinemic clmp with muscle biopsies A euglycemic hyperinsulinemic clmp ws performed to determine insulin sensitivity nd to obtin humn skeletl muscle biopsy s previously described [27]. Bsl biopsies were used for ll protein bundnce nd MS nlyses. A clmp ws completed to determine prticipnts insulin sensitivity. Anlyticl determintions Plsm glucose ws mesured using the glucose oxidse method (Beckmn Instruments, Fullerton, CA, USA). Plsm insulin concentrtions were mesured by rdioimmunossy (Dignostic Products, Los Angeles, CA, USA). Plsm diponectin concentrtion ws mesured by ELISA (Linco Reserch, St Chrles, MO, USA) Muscle biopsy processing Frozen muscle biopsies were homogenised in detergent contining lysis buffer s described [28]. Briefly, muscle biopsies were homogenised Tble 1 Chrcteristics of prticipnts used for protein nlysis Vlues re given s men±sem, unless indicted otherwise *p<.5 nd ***p<.1 vs len control; p<.5 vs len nd obese control; p<.5 vs len nd obese control Chrcteristic Len control Obese control Type 2 dibetes Age (yers) 36±3 41±3 48±2* Women (n) Men (n) BMI (kg/m 2 ) 25.8± ± ±2.4 Fsting glucose (mmol/l) 5.5±.2 5.4±.1 8.9±1.3 Len prticipnts (%) 76.2± ± ±3.3* HbA 1c (%) 4.8±.1 5.±.1 7.6±.8 M vlue (mg kg 1 min 1 ) 6.7±.6 4.1±.4 1.9±.7***

4 Dibetologi (211) 54: Tble 2 Chrcteristics of prticipnts used for mrna nlysis Vlues re given s men±sem, unless indicted otherwise *p<.5 nd ***p<.1 vs len control; p<.5 vs len nd obese control Chrcteristic Len control Obese control Type 2 dibetes Age (yers) 32±3 34±3 5±4 Women (n) Men (n) BMI (kg/m 2 ) 24.2± ± ±3.3* Fsting glucose (mmol/l) 5.1±.2 5.2±.1 7.2±.7 Len prticipnts (%) 81.6± ± ±3.1 HbA 1c (%) 4.7±.1 5.1±.1 6.9±.4 M vlue (mg kg 1 min 1 ) 6.3±.5 4.1±.6* 2.7±.5*** while still frozen in buffer (1 μl/mg tissue) consisting of (finl concentrtions): 5 mmol/l HEPES, ph 7.6, 15 mmol/l NCl, 2 mmol/l sodium pyrophosphte, 2 mmol/l β-glycerophosphte, 1 mmol/l NF, 2 mmol/l sodium orthovndte, 2 mmol/l EDTA, ph 8., 1% (vol./vol.) IGEPAL, 1% (vol./vol.) glycerol, 2 mmol/l phenylmethylsulfonyl fluoride, 1 mmol/l MgCl 2, 1 mmol/l CCl, 1 μg/ml leupeptin nd 1 μg/ml protinin. Biopsies were homogenised with polytron homogeniser for 2 s, cooled on ice for 3 min nd then centrifuged for 2 min t 1, g nd 4 C. Biopsy superntnt frctions were frozen until use. Protein concentrtions were determined using the Lowry method [29]. Immunoprecipittion, gel electrophoresis nd western blot nlysis APPL1 ws immunoprecipitted using n nti- APPL1 ntibody (gift from L. Q. Dong). Protein A sephrose beds (Sigm, St Louis, MO, USA) were rehydrted for 2 h t 4 C in 1 PBS (Gibco, Grnd Islnd, NY, USA). Beds were distributed eqully between smples, wshed three times in PBS nd then incubted for 1 h t room temperture in 3 μl PBS with nti-appl1 ntibody (2 μl). Beds were gin wshed three times with PBS nd spirted till dry. Muscle lystes (2.5 mg) were dded to beds nd incubted overnight t 4 C. After incubtion, lystes were removed nd the beds wshed Tble 3 Metbolic nd nthropometric vribles before nd fter weight loss subsequent to britric surgery Vrible Before weight loss After weight lost Body weight (kg) 135.2± ±1.1** BMI (kg/m 2 ) 48.5± ±2.9** Fsting insulin (pmol/l) 161.8± ±6.3** Fsting glucose (mmol/l) 5.8±.3 4.7±.1** HOMA-IR 6.±.5 2.6±.2** Adiponectin (μg/ml) 6.5± ±.9** Vlues re given s men±sem **p<.1 for difference between before vs fter weight loss HOMA-IR, HOMA of insulin resistnce three times with PBS, fter which 35 μl 2 SDS ws dded to beds nd the beds boiled t 95 C for 4 min. Protein (immunoprecipitted or whole muscle lyste) ws seprted on 1% SDS-polycrylmide gel, trnsferred onto nitrocellulose membrne nd blocked for 1 h in 1% (wt/ vol.) BSA t room temperture. Membrnes were incubted for 1 h t room temperture with nti-appl1 or ntiβ-ctin (Cell Signling Technology, Dnvers, MA, USA) primry ntibodies. Membrnes were wshed three times nd incubted for 1 h t room temperture with secondry ntibodies (nti-rbbit, 1:15; GE Helthcre, Pisctwy, NJ, USA). Membrnes were then wshed nd proteins visulised using n electrochemoluminscence rection (Perkin Elmer, Boston, MA, USA). The densities of the bnds corresponding to the proteins of interest were mesured using softwre pckge (Quntity One, Versdoc; Bio-Rd, Hercules, CA, USA). The rtio of the densities of APPL1 to β-ctin ws nlysed by one-wy ANOVA. Significnce ws defined s p<.5. Antibodies The APPL1 ntibody ws rised in rbbits s previously described [18]. Briefly, ntiserum to APPL1 ws rised in rbbits using glutthione-s-trnferse-appl1c. An ntibody to β-ctin ws purchsed from Cell Signling. Electrophoresis, stining nd in-gel digestion Proteins were seprted on 1% SDS-polycrylmide gel contining 1 μg of muscle lyste per prticipnt. Proteins were visulised with Coomssie blue stining. The gel portions contining APPL1 (8 9 kd) nd ctin (37 5 kd) were excised nd prepred s previously described [28, 3], nd s outlined in the electronic supplementry mteril (ESM, Preprtion of smples). Mss spectrometry HPLC-electrospry ionistion (ESI)- MS ws performed on hybrid liner ion trp Fourier trnsform ion cyclotron resonnce mss spectrometer (LTQ FT; Thermo Fisher, Sn Jose, CA, USA), which ws fitted with PicoView nnospry source (New Objective, Woburn, MA, USA). The mss spectrometer ws clibrted weekly ccording to mnufcturer s instructions, chieving

5 2126 Dibetologi (211) 54: mss ccurcies of the clibrnts within 2 ppm. Online cpillry HPLC ws performed using device (Prdigm MS4 micro HPLC; Michrom BioResources, Auburn, CA, USA) with PicoFrit column (New Objective) (75 μmol/l i.d.; pcked with ProteoPep II C18 mteril, 3 nm), mobile phse liner grdient of 2 to 27% (vol./vol.) cetonitrile in.1% (vol./vol.) formic cid in 45 min, hold of 5 min t 27% cetonitrile, followed by step to 5% cetonitrile, hold of 5 min nd then step to 8% (flow rte 25 nl/min). A top ten pproch ws used to identify APPL1 in muscle homogente, wheres trgeted pproch ws used for pek re nlysis; both of these methods hve been described nd vlidted previously by our lb [28, 31]. The top ten pproch ws used for immunoprecipitted APPL1 from humn skeletl muscle nd to verify the ccurcy of the ntibody. All further experiments for MS nlysis were performed on whole-muscle homogentes. Pek re nlysis ws used to determine differences in protein levels between the three prticipnt groups studied. To vlidte western blot dt nd mrna dt, β-ctin ws used s normlistion protein for APPL1 levels; peptides trgeted re listed in ESM Tble 1. We reconstructed ion chromtogrms of the frgment ions of seven peptides for APPL1 nd β-ctin quntifiction. The mss:chrge rtio (m/z) vlues of the seven representtive peptides were plced on the trget list, bsed on ion intensity. The frgment ion m/z vlues hd to be higher thn the precursor ion in order to reduce interference from the bckground or other co-eluting peptide ions. We ssessed the linerity of the β-ctin to APPL1 normlistion quntifiction; complete methods for this cn be found in the ESM (Vlidtion of the use of the APPL1). This method demonstrtes tht our choice of β-ctin s n internl normlistion peptide is vlid for protein quntifiction using the pek re technique. Once these dt were generted, 1 μg of whole-muscle homogente ws run on gel, nd bnds for APPL1 nd β-ctin were excised, trypsinised, deslted nd nlysed by MS s described bove. The rtios of APPL1:β-ctin were used for our quntifiction nlysis. Rel-time quntittive RT-PCR Totl RNA ws isolted using STAT-6 (Tel-Test, Friendswood, TX, USA) nd purified with n mrna kit (Qigen, Vlenci, CA, USA) ccording to the mnufcturer s instructions. Concentrtion ws determined by spectrophotometer t 26/28 nm. Quntittive rel-time PCR ws used to quntify mrna. The specific primers used for quntifiction re listed in ESM Tble 2. mrna fold chnges were clculted reltive to the verge len control vlue quntified reltive to β-ctin. A device (ICycler; Bio-Rd) ws used to quntify mrna levels nd fold chnges were expressed using the 2 ΔΔC t method [32]. AMPK phosphoryltion For western blotting, muscle lystes were prepred s previously described. Proteins (5 μg) from muscle lystes were seprted by 1% SDS- PAGE nd trnsferred to nitrocellulose membrnes. After blocking the membrnes with 5% (wt/vol.) BSA/TBST, membrnes were probed overnight t 4 C with ntibodies ginst nti-phospho-ampk (Thr172) (1:1,; Cell Signling). AMPK phosphoryltion ws normlised for totl AMPK α protein content using pn-α ntibody (1:1; Upstte Biotechnology, Lke Plcid, NY, USA). Bound ntibodies were detected using nti-rbbit immunoglobulin horserdish-peroxidse-linked ntibody nd electrochemoluminscence regents (Perkin Elmer), nd the bnds were quntified using ImgeQunt (GE Helthcre, Pisctwy, NJ, USA) softwre. Sttisticl nlysis Chnges in APPL1 using western blot nd MS were nlysed by ANOVA. Chnges in mrna expression re expressed s fold chnge reltive to len control verge nd sttisticl significnce compred with len control ssessed by ANOVA. Chnges fter weight loss in obese prticipnts were compred using pired t tests. All dt re presented s mens±sem. A vlue of p<.5 ws considered sttisticlly significnt. Results APPL1 protein bundnce determined by western blotting The detection of APPL1 in humn skeletl muscle by immunoprecipittion indictes tht mesurble quntities of the protein were vilble for nlysis (ESM Fig. 1). Whole-muscle homogentes (not immunoprecipitted) were seprted by SDS-PAGE nd western blots nlysed for densitometry. APPL1 nd ctin ntibodies showed specific bnds for the corresponding moleculr weights of APPL1 nd β-ctin. APPL1 protein levels were significntly incresed in type 2 dibetic prticipnts (2.42±.25 rbitrry units [mens±sem]) s compred with len control (1.78±.18) nd obese control prticipnts (1.74±.12; p<.5 for ll) (Fig. 1, b). Our ttempts to co-immunoprecipte endogenous ADIPORs from humn skeletl muscle were unsuccessful. Undetectbility of coimmunoprecipittion my only men tht the interction ws too wek to be mintined during the immunoprecipittion procedure. Although previous investigtors hve reported co-immunopreciption of APPL1 nd ADIPORs, this ws done in cell-bsed system [18]. This is not uncommon, s strong co-immunoprecipittion of the insulin receptor nd IRS1 in yest two-hybrid system hs lso been reported, but this interction is very difficult to observe in humn skeletl muscle (L. J. Mndrino, unpublished results) [33].

6 Dibetologi (211) 54: b APPL1:β-ctin rtio c APPL1:β-ctin rtio Len Obese Type 2 dibetes APPL1 quntifiction using pek re nlysis Vlidtion of APPL1 quntifiction using MS is shown in ESM Fig. 2, with complete methods for APPL1 identifiction described in the ESM (APPL1 identifiction). To confirm chnges of APPL1 levels s visulised by western blots, HPLC-ESI- MS nlysis of muscle homogentes ws performed. A trgeted pproch using peptide m/z vlues for ech APPL1 nd β-ctin peptide ws performed. Seven unique peptides for APPL1 or β-ctin were trgeted. Those identified were quntified ±95% CI. ESM Fig. 3 shows one of seven peptides used for APPL1 quntifiction s n exmple. The pek re is clculted for the unique spectrum identified s the prticulr peptide trgeted. Pek re ws obtined for β-ctin nd APPL1 peptides, nd the rtio of APPL1:β-ctin ws used to numericlly evlute ** Len Obese Type 2 dibetes Len Obese Type 2 dibetes APPL1 β-actin Fig. 1 Humn skeletl muscle APPL1 protein level chnges. Vstus lterlis muscle biopsies were homogenised, seprted by SDS-PAGE nd proteins trnsferred electrophorecticlly to nitrocellulose membrne. Membrnes were exposed to nti-appl1 or β-ctin ntibody nd visulised by chemiluminescence. Density of ech bnd ws determined using Versdoc softwre. b Protein quntifiction, expressed s rtio of APPL1:β-ctin, showing tht APPL1 levels incresed significntly in type 2 dibetic prticipnts s compred with len control nd obese control prticipnts. Vlues men ±SEM (error brs). c Whole skeletl muscle homogentes were used for pek re nlysis. Biopsies were homogenised, seprted by SDS-PAGE nd stined with Coomssie blue. Bnds were cut for APPL1 nd β-ctin, subjected to trypsin digestion nd quntified by MS s described. Protein levels re expressed s rtio of APPL1: β-ctin ( 1 2 ). Vlues re men±sem (error brs); n=8 or 9 per group. *p<.5 * * protein mount in the smple. Pek re nlysis of APPL1 protein showed significntly higher levels in obese control nd type 2 dibetic prticipnts thn in len control prticipnts (Fig. 1c). Identifiction of phosphoryltion of APPL1 t Ser 41 in humn muscle We hd previously identified Ser 43 nd Ser 41 s APPL1 phosphoryltion sites in cultured myocytes (L. Q. Dong, unpublished dt). In ddition, previous reports hve identified Ser 41 s phosphoryltion site on APPL1 in HeL nucler extrcts [34]. Since phosphoryltion ws undetectble using the phospho-specific ntibodies developed for tht study, we used MS to ssess phosphoryltion of APPL1. We trgeted these nd other potentil phosphoryltion sites s predicted by Phosphosite (www. phosphosite.org; ccessed 13 April 211), clculted s loss of 8 D or 98 D on the bsis of 2+ or 3+ chrge stte, respectively. Due to the low levels of APPL1 phosphorylted peptides in whole-muscle homogentes, immunoprecipittion of APPL1 ws performed. Muscle homogente (2.5 mg) ws immunoprecipitted with the APPL1 ntibody, nd phospho-ser 41 trgeted nd identified on the bsis of the 3+ chrge stte. The tndem mss spectrum of pser 41 peptide is shown in Fig. 2. Chnges in APPL1 nd ADIPOR1 mrna expression between prticipnt groups To determine whether chnges in mrna expression of APPL1 nd ADIPOR1 were present in len, obese nd dibetic prticipnts, rel-time PCR ws b Reltive bundnce b V N Q S A L E A V T P S P S F Q Q R happl y y y y y b , 1,1 1,2 1,3 1,4 1,5 m/z y b b14(c 13 ) b y y Fig. 2 Identifiction of Ser 41 s phosphoryltion site. APPL1 phosphoryltion t Ser 41 ws detected in tryptic digests of APPL1 isolted from humn muscle biopsy. APPL VNQSA- LEAVTPpSPSFQQR (pser 41 ) peptide ws nlysed (b) by tndem mss spectrum using HPLC-ESI-MS/MS/MS. The presence of y-series ions contining phosphte strting with y5 support phosphoryltion of Ser 41

7 2128 Dibetologi (211) 54: used. Results indicte similr trend to tht seen in protein levels of APPL1. Obese controls nd type 2 dibetic ptients hd significntly incresed mrna expression of APPL1 compred with len controls (Fig. 3). Skeletl muscle ADIPOR1 expression incresed pproximtely threefold (p<.5) in obese prticipnts compred with len controls, lthough type 2 dibetic ptients did not differ from len control individuls (Fig. 3b). Chnges in skeletl muscle diponectin signlling fter weight loss At 6 months following Roux-en-Y gstric bypss surgery [35], body weight (p<.1), men fsting plsm glucose (p<.1), plsm insulin (p<.1) nd insulin resistnce (HOMA of insulin resistnce) (p<.1) decresed significntly (Tble 3). The improvement in insulin sensitivity ws ssocited with n increse in plsm diponectin levels (6.5±.6 to 11.6±.9 μg/ml, p<.1). Skeletl muscle ADIPOR1 nd ADIPOR2 expression incresed pproximtely twofold (p<.5), while APPL1 expression decresed by pproximtely 5% (p<.5) following weight loss (Fig. 4). Skeletl muscle AMPK phosphoryltion (P-AMPK: AMPK rtio) incresed significntly following weight loss (.47±.5 to.78±.13, p<.5) (Fig. 5). Discussion APPL1 mrna fold chnge b ADIPOR1 mrna fold chnge Len Len * Obese * Obese * Type 2 dibetes Type 2 dibetes Fig. 3 Humn skeletl muscle expression of () APPL1 nd (b) ADIPOR1. Quntittive rel-time PCR ws used to quntify mrna. mrna fold chnges were clculted reltive to verge len control vlue quntified reltive to β-ctin. mrna expression nd fold chnges re expressed using the 2 ΔΔCt method [32]. *p<.5 vs len mrna fold chnge Adiponectin signlling is n intriguing re of reserch due to its nti-inflmmtory, glucose-lowering nd insulinsensitising properties [1 3, 36 38]. Although some components of the pthwy hve been elucidted, mny questions regrding the regultion nd interction of proteins involved remin unnswered. Previous findings hve shown tht diponectin intercts with the C-terminl extrcellulr portion of the ADIPOR [13] nd, upon binding, recruits APPL1 to the N-terminl intrcellulr portion [18]. This binding my fcilitte the downstrem effects of diponectin, which include AMPK nd p38mapk ctivtion, thus leding to incresed ftty cid oxidtion nd glucose uptke [18, 37]. P-AMPK:AMPK rtio 1..5 ADIPOR1 ADIPOR2 APPL1 Fig. 4 Effect of weight loss following britric surgery on ADIPOR1, ADIPOR2 nd APPL1 expression. Quntittive rel-time PCR ws used to quntify mrna. mrna fold chnges were clculted reltive to verge pre-surgery vlue quntified reltive to 18S vlues. mrna expression nd fold chnges re expressed using the 2 ΔΔCt method [32]. *p<.5 Pre Post P-AMPK Totl AMPK Fig. 5 Skeletl muscle AMPK expressed s phosphorylted AMPK (P-AMPK):totl AMPK rtio in six morbidly obese ptients before (pre) nd fter (post) weight loss following britric surgery. *p<.5

8 Dibetologi (211) 54: Previous reports hve indicted tht APPL1 plys n importnt role in the diponectin signlling pthwy by trnsmitting signls from the receptor to downstrem trgets [18, 19]. Although APPL1 hs been identified nd chrcterised in cells, to dte no studies hve identified its presence in humn skeletl muscle. Here we hve identified APPL1 in biopsies tken from humn vstus lterlis muscle nd quntified APPL1 protein nd mrna in smples from len, obese nd type 2 dibetic prticipnts. To determine whether APPL1 ws present in humn skeletl muscle, immunoprecipitted nd superntnt frctions of muscle homogentes were run on western blots, reveling bnd specific for APPL1. To verify tht this bnd ws indeed APPL1, we rn identicl gels, using one for western blot nd the other for Coomssie stining. The Coomssie stin showed very light bnd t ~8 kd, similr to the size of APPL1 (82 kd). We cut this bnd nd performed top ten pproch using the MASCOT (version 2.2; Mtrix Science, London UK) serch engine, which detects the top ten most bundnt proteins in smple. MASCOT detected APPL1 in the muscle homogente smple with sequence coverge of 56%. We lso tested whether APPL2 ws present in the smple, but did not find this protein (dt not shown). Upon verifiction tht the western blot bnd corresponded to APPL1, we rn whole-muscle homogentes to quntify western blots using the APPL1 ntibody. Western blot quntifiction showed APPL1 levels to be significntly higher in type 2 dibetic ptients thn in len nd obese controls. Although western blot cn be useful for quntifying protein levels, we vlidted our APPL1 quntifiction results using MS. In fct, in the present study, we implemented unique MS quntifiction technique using β-ctin peptides s normlistion fctor. To verify the vlidity of this method for quntifiction purposes, incresing mounts of muscle homogente smples were nlysed (5 μg, 75 μg nd 1 μg). Peptides for β-ctin nd APPL1 were trgeted nd Scffold (version 2 6; Proteome Softwre, Portlnd, OR, USA) ws used to quntify pek res. The pek res of the peptides for ech protein were verged nd plotted for regression nlysis. The verges of the peptides were quntified so tht the rtio of APPL1:β-ctin levels represented protein present in the smple. The CV from these rtios ws found to be 6.59%, indicting tht incresing mounts of smple were consistent bsed on the APPL1:β-ctin rtio. For this study, we quntified proteins bsed on pek re s opposed to ion intensity, becuse pek re is the verge pek of mny scns, s opposed to using just one scn for ion intensity, nd therefore reduces vribility. After determining tht β-ctin could be used s normlistion fctor, we then quntified APPL1 levels in humn skeletl muscle smples using pek re nlysis. The pek re rtio showed significntly higher APPL1 levels in obese control nd type 2 dibetic prticipnts compred with len control. The difference in dt between western blot nd MS could be explined by the vribility in immunoblot nlysis. Due to the mrna nd MS dt, nd lso bsed on linerity vlidtion, we believe tht MS nlysis of protein bundnce is more likely to be correct. This indictes tht APPL1 levels re higher in n insulin-resistnt stte (obese controls nd type 2 dibetic ptients) nd tht the body my be compensting for decresed levels of diponectin, nd therefore trying to increse signlling downstrem of the ADIPOR through incresed APPL1 production. We lso used quntittive rel-time PCR to determine chnges in APPL1 mrna mong the three experimentl groups. APPL1 mrna incresed significntly in obese control nd type 2 dibetic prticipnts, s compred with len control. This verifies our protein dt, showing tht in stte of insulin resistnce, APPL1 mrna expressison is incresed, possibly representing compenstory mechnism in skeletl muscle to enhnce diponectin signlling. Additionlly, ADIPOR1 mrna expression ws significntly incresed in obese compred with len controls, but ws not ltered in type 2 dibetic ptients. The increse in ADIPOR1 mrna in obese controls my be n dditionl compenstory mechnism triggered by the decresed diponectin levels in obese nd type 2 dibetic ptients. ADIPOR1 mrna expression in type 2 dibetic ptients my become exhusted, thus leding to levels similr to those in len controls. The combintion of compenstory mechnisms for APPL1 nd ADIPOR1 due to decresed diponectin levels in the obese stte illustrtes how this signlling pthwy is ltered in insulin resistnce (Fig. 6). To further understnd how APPL1 nd ADIPORs chnge in reltion to insulin resistnce, skeletl muscle ADIPOR1/2 nd APPL1 expression ws determined following weight loss fter britric surgery in morbidly obese, non-dibetic prticipnts with the metbolic syndrome. Following weight loss, plsm diponectin incresed significntly nd ws ssocited with twofold Obesity Dibetes Post weight loss Adiponectin levels c ADIPOR1/R2 b c APPL1 Fig. 6 Schemtic representtion of protein or mrna chnges in diponectin, ADIPOR1/2 nd APPL1 ssocited with obesity, dibetes nd post weight loss. Compenstory mechnism compred with len; b exhusted system compred with len; c normlised system compred with pre-weight loss c

9 213 Dibetologi (211) 54: increse in both ADIPOR1 nd ADIPOR2 expression. APPL1 expression ws significntly reduced nd skeletl muscle AMPK phosphoryltion incresed significntly, suggesting tht the correction of hyperglycemi nd hypodiponectinemi following weight loss is ssocited with reduction in APPL1 expression. This normlistion of APPL1 nd ADIPOR1/R2 levels fter weight loss illustrtes the compenstory mechnism to chnges in diponectin levels pre nd post-surgery (Fig. 6). In ddition to mrna nd protein level chnges, we lso hve identified Ser 41 s phosphoryltion site in APPL1 in humn skeletl muscle. This phosphoryltion site hs previously been identified in HeL cell nucler extrct, lthough this is the first time it hs been reported in humn skeletl muscle [34]. Currently, we re testing the kinse responsible for this phosphoryltion site, nd whether this site plys functionl role in regulting APPL1 function in diponectin signlling. In conclusion, APPL1 levels re ssocited with insulin resistnce, during which the body my be ttempting to compenste for the decresed diponectin levels found in this stte. In ddition, APPL1 is phosphorylted in humn skeletl muscle t Ser 41, mechnism of functionl regultion tht is now under investigtion nd my shed new light on the diponectin signlling pthwy. Improvements in hyperglycemi nd hypodiponectinemi following weight loss re ssocited with enhnced skeletl muscle diponectin signlling, s well s AMPK phosphoryltion nd reduction in APPL1 levels. Acknowledgements This work ws supported in prt by grnts from the Americn Dibetes Assocition 1-6-CR-3 (to M. Bjj) nd the Ron McDonld Foundtion t St Luke s Episcopl Hospitl 8RDM8 (to M. Bjj), s well s by Mrilyn Fishmn Grnt for Dibetes Reserch from the Endocrine Fellows Foundtion (to S. Shhni) nd grnts NIH R1DK8175-1A1 (to Z. Yi) nd NIH R1DK66483 (to L. J. Mndrino). Dulity of interest The uthors declre tht there is no dulity of interest ssocited with this mnuscript. Open Access This rticle is distributed under the terms of the Cretive Commons Attribution Noncommercil License which permits ny noncommercil use, distribution, nd reproduction in ny medium, provided the originl uthor(s) nd source re credited. References 1. Fruebis J, Tso TS, Jvorschi S et l (21) Proteolytic clevge product of 3-kD dipocyte complement-relted protein increses ftty cid oxidtion in muscle nd cuses weight loss in mice. Proc Ntl Acd Sci USA 98: Ymuchi T, Kmon J, Wki H et l (21) The ft-derived hormone diponectin reverses insulin resistnce ssocited with both lipotrophy nd obesity. Nt Med 7: Berg AH, Combs TP, Du X et l (21) The dipocyte-secreted protein Acrp3 enhnces heptic insulin ction. Nt Med 7: Mtsubr M, Mruok S, Ktyose S (22) Inverse reltionship between plsm diponectin nd leptin concentrtions in normlweight nd obese women. Eur J Endocrinol 147: Sttnick MA, Bevers LS, Conner LJ et l (2) Decresed expression of pm1 in omentl nd subcutneous dipose tissue of humns with type 2 dibetes. Int J Exp Dibetes Res 1: Arit Y, Kihr S, Ouchi N et l (1999) Prdoxicl decrese of n dipose-specific protein, diponectin, in obesity. Biochem Biophys Res Commun 257: Weyer C, Funhshi T, Tnk S (21) Hypodiponectinemi in obesity nd type 2 dibetes: close ssocition with insulin resistnce nd hyperinsulinemi. J Clin Endocrinol Metb 86: Mtsubr M, Mruok S, Ktyose S (22) Decresed plsm diponectin concentrtions in women with dyslipidemi. J Clin Endocrinol Metb 87: Cnop M, Hvel PJ, Utzschneider KM et l (23) Reltionship of diponectin to body ft distribution, insulin sensitivity nd plsm lipoproteins: evidence for independent roles of ge nd sex. Dibetologi 46: Ouchi N, Kihr S, Arit Y et l (2) Adiponectin, n dipocyte-derived plsm protein, inhibits endothelil NFkppB signling through camp-dependent pthwy. Circultion 12: Hott K, Funhshi T, Arit Y (2) Plsm concentrtions of novel, dipose-specific protein, diponectin, in type 2 dibetic ptients. Arterioscler Thromb Vsc Biol 2: Civitrese AE, Jenkinson CP, Richrdson D et l (24) Adiponectin receptors gene expression nd insulin sensitivity in non-dibetic Mexicn Americns with or without fmily history of type 2 dibetes. Dibetologi 47: Ymuchi T, Kmon J, Ito Y et l (23) Cloning of diponectin receptors tht medite ntidibetic metbolic effects. Nture 423: Tsuchid A, Ymuchi T, Ito Y et l (24) Insulin/Foxo1 pthwy regultes expression levels of diponectin receptors nd diponectin sensitivity. J Biol Chem 279: Debrd C, Lville M, Berbe Vet l (24) Expression of key genes of ftty cid oxidtion, including diponectin receptors, in skeletl muscle of type 2 dibetic ptients. Dibetologi 47: Jng C, Inder WJ, Obeyesekere VR et l (28) Adiponectin, skeletl muscle diponectin receptor expression nd insulin resistnce following dexmethsone. Clin Endocrinol Oxf 69: Chen MB, McAinch AJ, Mculy SL et l (25) Impired ctivtion of AMP-kinse nd ftty cid oxidtion by globulr diponectin in cultured humn skeletl muscle of obese type 2 dibetics. J Clin Endocrinol Metb 9: Mo X, Kikni CK, Riojs RA et l (26) APPL1 binds to diponectin receptors nd medites diponectin signlling nd function. Nt Cell Biol 8: Mitsuuchi Y, Johnson SW, Sonod G et l (1999) Identifiction of chromosome 3p gene, APPL, encoding n dptor molecule tht intercts with the oncoprotein-serine/threonine kinse AKT2. Oncogene 18: Liu J, Yo F, Wu R et l (22) Medition of the DCC poptotic signl by DIP13 lph. J Biol Chem 277: Nechmen CA, Thoms RM, Cohen BD et l (24) Humn follicle-stimulting hormone (FSH) receptor intercts with the dptor protein APPL1 in HEK 293 cells: potentil involvement of the PI3K pthwy in FSH signling. Biol Reprod 71: Yng L, Lin HK, Altuwijri S et l (23) APPL suppresses ndrogen receptor trnsctivtion vi potentiting Akt ctivity. J Biol Chem 278:

10 Dibetologi (211) 54: Lin DC, Quevedo C, Brewer NE et l (26) APPL1 ssocites with TrkA nd GIPC1 nd is required for nerve growth fctormedited signl trnsduction. Mol Cell Biol 26: Steinberg GR, Smith AC, vn Denderen BJ et l (24) AMPctivted protein kinse is not down-regulted in humn skeletl muscle of obese femles. J Clin Endocrinol Metb 89: Koistinen HA, Glusk D, Chiblin AV et l (23) 5-minoimidzole crboxmide riboside increses glucose trnsport nd cell-surfce GLUT4 content in skeletl muscle from subjects with type 2 dibetes. Dibetes 52: Berri R, Wng L, Richrdson DK et l (26) Incresed collgen content in insulin-resistnt skeletl muscle. Am J Physiol Endocrinol Metb 29:E56 E DeFronzo RA, Tobin JD, Andres R (1979) Glucose clmp technique: method for quntifying insulin secretion nd resistnce. Am J Physiol 237:E214 E Yi Z, Lnglis P, de Filippis EA et l (27) Globl ssessment of regultion of phosphoryltion of insulin receptor substrte-1 by insulin in vivo in humn muscle. Dibetes 56: Lowry OH, Rosebrough NJ, Frr AL et l (1951) Protein mesurement with the Folin phenol regent. J Biol Chem 193: Hojlund K, Yi Z, Hwng H et l (28) Chrcteriztion of the humn skeletl muscle proteome by one-dimensionl gel electrophoresis nd HPLC-ESI-MS/MS. Mol Cell Proteomics 7: Lnglis P, Mndrino LJ, Yi Z (21) Lbel-free reltive quntifiction of co-eluting isobric phosphopeptides of insulin receptor substrte-1 by HPLC-ESI-MS/MS. J Am Soc Mss Spectrom 21: Livk KJ, Schmittgen TD (21) Anlysis of reltive gene expression dt using rel-time quntittive PCR nd the 2( Delt Delt C(T)) Method. Methods 25: O Neill TJ, Crpro A, Gustfson TA (1994) Chrcteriztion of n interction between insulin receptor substrte 1 nd the insulin receptor by using the two-hybrid system. Mol Cell Biol 14: Beusoleil SA, Jedrychowski M, Schwrtz D et l (24) Lrgescle chrcteriztion of HeL cell nucler phosphoproteins. Proc Ntl Acd Sci USA 11: Folli F, Pontiroli AE, Schwesinger WH (27) Metbolic spects of britric surgery. Med Clin North Am 91: Yokot T, Oritni K, Tkhshi I et l (2) Adiponectin, new member of the fmily of soluble defense collgens, negtively regultes the growth of myelomonocytic progenitors nd the functions of mcrophges. Blood 96: Ymuchi T, Kmon J, Minokoshi Y et l (22) Adiponectin stimultes glucose utiliztion nd ftty-cid oxidtion by ctivting AMP-ctivted protein kinse. Nt Med 8: Toms E, Tso TS, Sh AK et l (22) Enhnced muscle ft oxidtion nd glucose trnsport by ACRP3 globulr domin: cetyl-coa crboxylse inhibition nd AMP-ctivted protein kinse ctivtion. Proc Ntl Acd Sci USA 99:

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

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

More information

Rate and Activation Energy of the Iodination of Acetone

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

More information

Study on enzyme-assisted aqueous extraction of oil from soybean

Study on enzyme-assisted aqueous extraction of oil from soybean 8 Journl Scientific & Industril Reserch J SCI IND RES VOL 69 NOVEMBER 2010 Vol. 69, November 2010, pp. 8-865 Study on enzyme-ssisted queous extrction oil from soyben Jun-Qing Qin*, De-Hui Qin, Xing-Mo

More information

Experiment 6: Friction

Experiment 6: Friction Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht

More information

Reversing Medications That Cause Bleeding

Reversing Medications That Cause Bleeding Reversing Medictions Tht Cuse Bleeding Dine M. Birnbumer, M.D., FACEP Professor of Medicine University of Cliforni, Los Angeles Senior Fculty Deprtment of Emergency Medicine Hrbor-UCLA Medicl Center The

More information

Helicopter Theme and Variations

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

More information

Unit 29: Inference for Two-Way Tables

Unit 29: Inference for Two-Way Tables Unit 29: Inference for Two-Wy Tbles Prerequisites Unit 13, Two-Wy Tbles is prerequisite for this unit. In ddition, students need some bckground in significnce tests, which ws introduced in Unit 25. Additionl

More information

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

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

More information

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

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

More information

TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING

TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING Sung Joon Kim*, Dong-Chul Che Kore Aerospce Reserch Institute, 45 Eoeun-Dong, Youseong-Gu, Dejeon, 35-333, Kore Phone : 82-42-86-231 FAX

More information

Test Management using Telelogic DOORS. Francisco López Telelogic DOORS Specialist

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

More information

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

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

More information

An Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process

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

More information

Radioimmunoassay of Human Plasma Retinol-Binding Protein

Radioimmunoassay of Human Plasma Retinol-Binding Protein Rdioimmunossy of Humn Plsm Retinol-Binding Protein FRNK REES SMITH, MIRM RZ, nd DEWITT S. GOODMN From the Deprtment of Medicine, Columbi University College of Physicins nd Surgeons, New York 132 B S T

More information

Basic Analysis of Autarky and Free Trade Models

Basic Analysis of Autarky and Free Trade Models Bsic Anlysis of Autrky nd Free Trde Models AUTARKY Autrky condition in prticulr commodity mrket refers to sitution in which country does not engge in ny trde in tht commodity with other countries. Consequently

More information

Why is the NSW prison population falling?

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

More information

EXPERIMENTAL AND THERAPEUTIC MEDICINE 8: 1191-1196, 2014

EXPERIMENTAL AND THERAPEUTIC MEDICINE 8: 1191-1196, 2014 EXPERIMENTAL AND THERAPEUTIC MEDICINE 8: 1191-1196, 2014 Comprison of continuous subcutneous insulin infusion nd insulin glrgine-bsed multiple dily insulin sprt injections with preferentil djustment of

More information

How To Study The Effects Of Music Composition On Children

How To Study The Effects Of Music Composition On Children C-crcs Cognitive - Counselling Reserch & Conference Services (eissn: 2301-2358) Volume I Effects of Music Composition Intervention on Elementry School Children b M. Hogenes, B. Vn Oers, R. F. W. Diekstr,

More information

Effect of in vitro B-6 Vitameric Forms on Lymphocyte Proliferation in Healthy Young Women with Oral Vitamin B-6 Supplementation

Effect of in vitro B-6 Vitameric Forms on Lymphocyte Proliferation in Healthy Young Women with Oral Vitamin B-6 Supplementation J Community Nutrition 7279 ~ 84, 2005 Originl Article Effect of in vitro B-6 Vitmeric Forms on Lymphocyte Prolifertion in Helthy Young Women with Orl Vitmin B-6 Supplementtion Ho Kyung Kwk, 1)2) Jmes E.

More information

Health insurance marketplace What to expect in 2014

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

More information

Walnut Consumption Increases Satiation but Has No Effect on Insulin Resistance or the Metabolic Profile Over a 4-day Period

Walnut Consumption Increases Satiation but Has No Effect on Insulin Resistance or the Metabolic Profile Over a 4-day Period nture publishing group Wlnut Consumption Increses Stition but Hs No Effect on Insulin Resistnce or the Metbolic Profile Over 4-dy Period Aoife M. Brennn 1, Lur L. Sweeney 1, Xiowen Liu 1 nd Christos S.

More information

The International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O

The International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O The Interntionl Assocition for the Properties of Wter nd Stem Lucerne, Sitzerlnd August 7 Relese on the Ioniztion Constnt of H O 7 The Interntionl Assocition for the Properties of Wter nd Stem Publiction

More information

JaERM Software-as-a-Solution Package

JaERM Software-as-a-Solution Package JERM Softwre-s--Solution Pckge Enterprise Risk Mngement ( ERM ) Public listed compnies nd orgnistions providing finncil services re required by Monetry Authority of Singpore ( MAS ) nd/or Singpore Stock

More information

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

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

More information

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

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

More information

Health insurance exchanges What to expect in 2014

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

More information

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

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

More information

2 DIODE CLIPPING and CLAMPING CIRCUITS

2 DIODE CLIPPING and CLAMPING CIRCUITS 2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of

More information

Development of Wistar rat model of insulin resistance

Development of Wistar rat model of insulin resistance PO ox 2345, eijing 100023, Chin World J Gstroenterol 2005;11(24):3675-3679 www.wjgnet.com World Journl of Gstroenterology ISSN 1007-9327 wjg@wjgnet.com ELSEVIER 2005 The WJG Press nd Elsevier Inc. All

More information

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

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

More information

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements

The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements The Effect of Crum Ruer Modifier (CRM) on the Performnce Properties of Ruerized Binders in HMA pvements Soon-Je Lee* Ph.D. Grdute Student Deprtment of Civil Engineering Clemson University Clemson, SC 29634-0911

More information

Operations with Polynomials

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

More information

Quality Evaluation of Entrepreneur Education on Graduate Students Based on AHP-fuzzy Comprehensive Evaluation Approach ZhongXiaojun 1, WangYunfeng 2

Quality Evaluation of Entrepreneur Education on Graduate Students Based on AHP-fuzzy Comprehensive Evaluation Approach ZhongXiaojun 1, WangYunfeng 2 Interntionl Journl of Engineering Reserch & Science (IJOER) ISSN [2395-6992] [Vol-2, Issue-1, Jnury- 2016] Qulity Evlution of Entrepreneur Eduction on Grdute Students Bsed on AHP-fuzzy Comprehensive Evlution

More information

Effect of Treadmill Exercise on Interleukin-15 Expression and Glucose Tolerance in Zucker Diabetic Fatty Rats

Effect of Treadmill Exercise on Interleukin-15 Expression and Glucose Tolerance in Zucker Diabetic Fatty Rats Originl Article Obesity nd Metbolic Syndrome http://dx.doi.org/1.493/dmj.213.37.5.358 pissn 2233-679 eissn 2233-687 DIABETES & METABOLISM JOURNAL Effect of Tredmill Exercise on Interleukin-15 Expression

More information

According to Webster s, the

According to Webster s, the dt modeling Universl Dt Models nd P tterns By Len Silversn According Webster s, term universl cn be defined s generlly pplicble s well s pplying whole. There re some very common ptterns tht cn be generlly

More information

PSYCHROMETRICS: HEATING & HUMIDIFYING or COOLING & DEHUMIDIFYING

PSYCHROMETRICS: HEATING & HUMIDIFYING or COOLING & DEHUMIDIFYING PSYCHROMETRICS: HEATING & HUMIDIYING or COOLING & DEHUMIDIYING I) Objective The objective of this experiment is to exmine the stte of moist ir s it enters nd psses through the ir hndling unit. When ether

More information

Graphs on Logarithmic and Semilogarithmic Paper

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

More information

Humana Critical Illness/Cancer

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

More information

Example 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers.

Example 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers. 2 Rtionl Numbers Integers such s 5 were importnt when solving the eqution x+5 = 0. In similr wy, frctions re importnt for solving equtions like 2x = 1. Wht bout equtions like 2x + 1 = 0? Equtions of this

More information

Enterprise Risk Management Software Buyer s Guide

Enterprise Risk Management Software Buyer s Guide Enterprise Risk Mngement Softwre Buyer s Guide 1. Wht is Enterprise Risk Mngement? 2. Gols of n ERM Progrm 3. Why Implement ERM 4. Steps to Implementing Successful ERM Progrm 5. Key Performnce Indictors

More information

Effect of viscosity on C sugar in Beet sugar factories

Effect of viscosity on C sugar in Beet sugar factories ANNUAL TRANSACTIONS OF THE NORDIC RHEOLOGY SOCIETY, VOL. 16, 2008 Effect of on C sugr in Beet sugr fctories Mohmmd Hojjtoleslmy 1, Rez Shokrni 2 nd Ahmd Krsi 3 1 Deprtment of food technology, College of

More information

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

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

More information

2001 Attachment Sequence No. 118

2001 Attachment Sequence No. 118 Form Deprtment of the Tresury Internl Revenue Service Importnt: Return of U.S. Persons With Respect to Certin Foreign Prtnerships Attch to your tx return. See seprte instructions. Informtion furnished

More information

Econ 4721 Money and Banking Problem Set 2 Answer Key

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

More information

15.6. The mean value and the root-mean-square value of a function. Introduction. Prerequisites. Learning Outcomes. Learning Style

15.6. The mean value and the root-mean-square value of a function. Introduction. Prerequisites. Learning Outcomes. Learning Style The men vlue nd the root-men-squre vlue of function 5.6 Introduction Currents nd voltges often vry with time nd engineers my wish to know the verge vlue of such current or voltge over some prticulr time

More information

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

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

More information

Reasoning to Solve Equations and Inequalities

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

More information

The LENA TM Language Environment Analysis System:

The LENA TM Language Environment Analysis System: FOUNDATION The LENA TM Lnguge Environment Anlysis System: Audio Specifictions of the DLP-0121 Michel Ford, Chrles T. Ber, Dongxin Xu, Umit Ypnel, Shrmi Gry LENA Foundtion, Boulder, CO LTR-03-2 September

More information

An elevated basal FSH re ects a quantitative rather than qualitative decline of the ovarian reserve

An elevated basal FSH re ects a quantitative rather than qualitative decline of the ovarian reserve Humn Reproduction Vol.19, No.4 pp. 893±898, 2004 Advnce Access publiction Mrch 11, 2004 DOI: 10.1093/humrep/deh141 An elevted bsl FSH re ects quntittive rther thn qulittive decline of the ovrin reserve

More information

9 CONTINUOUS DISTRIBUTIONS

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

More information

Rotating DC Motors Part II

Rotating DC Motors Part II Rotting Motors rt II II.1 Motor Equivlent Circuit The next step in our consiertion of motors is to evelop n equivlent circuit which cn be use to better unerstn motor opertion. The rmtures in rel motors

More information

RP-HPLC method development and validation for estimation of rivaroxaban in pharmaceutical dosage forms

RP-HPLC method development and validation for estimation of rivaroxaban in pharmaceutical dosage forms Brzilin Journl of Phrmceuticl Sciences vol. 49, n. 2, pr./jun., 2013 Article RP-HPLC method development nd vlidtion for estimtion of rivroxbn in phrmceuticl dosge forms Mustf Çelebier, Tub Reçber, Engin

More information

EE247 Lecture 4. For simplicity, will start with all pole ladder type filters. Convert to integrator based form- example shown

EE247 Lecture 4. For simplicity, will start with all pole ladder type filters. Convert to integrator based form- example shown EE247 Lecture 4 Ldder type filters For simplicity, will strt with ll pole ldder type filters Convert to integrtor bsed form exmple shown Then will ttend to high order ldder type filters incorporting zeros

More information

Lump-Sum Distributions at Job Change, p. 2

Lump-Sum Distributions at Job Change, p. 2 Jnury 2009 Vol. 30, No. 1 Lump-Sum Distributions t Job Chnge, p. 2 E X E C U T I V E S U M M A R Y Lump-Sum Distributions t Job Chnge GROWING NUMBER OF WORKERS FACED WITH ASSET DECISIONS AT JOB CHANGE:

More information

Subjective health complaints and psychosocial work environment among university personnel

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

More information

Nutrition Programs Enhance Exercise Effects on Body Composition and Resting Blood Pressure

Nutrition Programs Enhance Exercise Effects on Body Composition and Resting Blood Pressure All rights reserved: reproduction in whole or prt not permitted. All permission requests to reproduce or dpt published mteril must be directed to the journl office in Conshohocken, PA, no other persons

More information

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

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

More information

ARTICLE Gene-Gene and Gene-Environment Interactions Involving HLA-DRB1, PTPN22, and Smoking in Two Subsets of Rheumatoid Arthritis

ARTICLE Gene-Gene and Gene-Environment Interactions Involving HLA-DRB1, PTPN22, and Smoking in Two Subsets of Rheumatoid Arthritis ARTICLE Gene-Gene nd Gene-Environment Interctions Involving HLA-DRB1, PTPN22, nd Smoking in Two Subsets of Rheumtoid Arthritis Henrik Källberg, Leonid Pdyukov, Robert M. Plenge, John Rönnelid, Peter K.

More information

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100 hsn.uk.net Higher Mthemtics UNIT 3 OUTCOME 1 Vectors Contents Vectors 18 1 Vectors nd Sclrs 18 Components 18 3 Mgnitude 130 4 Equl Vectors 131 5 Addition nd Subtrction of Vectors 13 6 Multipliction by

More information

Small Businesses Decisions to Offer Health Insurance to Employees

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

More information

Health insurance exchanges What to expect in 2014

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

More information

The Velocity Factor of an Insulated Two-Wire Transmission Line

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

More information

SyGEMe: Integrated Municipal Facilities Management of Water Ressources Swiss Geoscience Meeting, Neuchâtel, 21 novembre 2009 k

SyGEMe: Integrated Municipal Facilities Management of Water Ressources Swiss Geoscience Meeting, Neuchâtel, 21 novembre 2009 k SyGEMe: Integrted Municipl Fcilities Mngement of Wter Ressources Tool presenttion, choice of technology, mn-mchine mchine interfce, business opportunities nd prospects 1. Introduction 2. Mn-mchine interfce

More information

Immunoglobulins in Umbilical Cord Plasma

Immunoglobulins in Umbilical Cord Plasma Arch. Dis. Childh., 1968, 43, 161. Immunoglobulins in Umbilicl Cord Plsm III: Hemolytic Disese of Newborn nd Respirtory Distress Syndrome RIC McKAY, HAZL THOM, nd DRK GRAY From the Deprtment of Child Helth,

More information

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

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

More information

All pay auctions with certain and uncertain prizes a comment

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

More information

STATUS OF LAND-BASED WIND ENERGY DEVELOPMENT IN GERMANY

STATUS OF LAND-BASED WIND ENERGY DEVELOPMENT IN GERMANY Yer STATUS OF LAND-BASED WIND ENERGY Deutsche WindGurd GmbH - Oldenburger Strße 65-26316 Vrel - Germny +49 (4451)/9515 - info@windgurd.de - www.windgurd.com Annul Added Cpcity [MW] Cumultive Cpcity [MW]

More information

Unit 10 Identification of Unexpected Alloantibodies

Unit 10 Identification of Unexpected Alloantibodies Unit 10 Identifiction of Unexpected Allontibodies A. Introduction 1. Unexpected llontibodies re ntibodies other thn nturlly occurring nti-a or -B. 2. Such ntibodies re found in some 0.3-2% of the popultion,

More information

Eleni Kalogria Athanasia Varvaresou Spyridon Papageorgiou Evaggelia Protopapa Ioannis Tsaknis Alexios Matikas Irene Panderi

Eleni Kalogria Athanasia Varvaresou Spyridon Papageorgiou Evaggelia Protopapa Ioannis Tsaknis Alexios Matikas Irene Panderi Chromtogrphi (2014) 77:1275 1281 DOI 10.1007/s10337-014-2722-9 ORIGINAL Pre Column Derivtiztion HPLC Procedure for the Quntittion of Aluminium Chlorohydrte in Antiperspirnt Crems Using Quercetin s Chromogenic

More information

How To Study The Effect Of Lcohol On The Body

How To Study The Effect Of Lcohol On The Body CFPA Cnning Fruit Producers Assoc. Submit to: Wiehhn Victor Tel: +27 (0)21 872 1501 inmk@mweb.co.z SAAPPA / SASPA / SAT Fruitgro Science Submit to: Louise Liebenberg Tel: +27 (0)21 882 8470/1 louise@fruitgro.co.z

More information

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1)

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1) HIGHLIGHTS OF PRESCRIBING INFORMATION These highlights do not include ll the informtion needed to use ZYPREXA sfely nd effectively. See full prescribing informtion for ZYPREXA. ZYPREXA (olnzpine) Tblet

More information

Lecture 3 Gaussian Probability Distribution

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

More information

Improvements in glycemic control

Improvements in glycemic control CLINICAL report Ptient stisfction nd costs ssocited with insulin dministered by pen device or syringe during hospitliztion Improvements in glycemic control hve been shown to gretly reduce the progression

More information

Effect of Alloxan-Diabetes and Subsequent Treatment with Insulin on Kinetic Properties of Succinate Oxidase Activity from Rat Liver Mitochondria

Effect of Alloxan-Diabetes and Subsequent Treatment with Insulin on Kinetic Properties of Succinate Oxidase Activity from Rat Liver Mitochondria Effect of Alloxn-Dibetes nd Subsequent Tretment with Insulin on Kinetic Properties of Succinte Oxidse Activity from Rt Liver Mitochondri Smir P. Ptel, * nd Surendr S. Ktyre b Spinl Cord & Brin Injury Reserch

More information

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

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

More information

Uplift Capacity of K-Series Open Web Steel Joist Seats. Florida, Gainesville, FL 32611; email: psgreen@ce.ufl.edu

Uplift Capacity of K-Series Open Web Steel Joist Seats. Florida, Gainesville, FL 32611; email: psgreen@ce.ufl.edu Uplift Cpcity of K-Series Open Web Steel Joist Sets Perry S. Green, Ph.D, M.ASCE 1 nd Thoms Sputo, Ph.D., P.E., M.ASCE 2 1 Assistnt Professor, Deprtment of Civil nd Costl Engineering, University of Florid,

More information

ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE

ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE ANALYSIS OF THERMAL STRATIFICATION IN THE PRIMARY CIRCUIT WITH THE CFX CODE Ildikó Boros, Dr. Attil Aszódi Budpest University of Technology nd Economics, Institute of Nucler Techniques Abstrct The therml

More information

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

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

More information

PROPERTY AND CASUALTY INSURANCE. Effects of the Nonadmitted and Reinsurance Reform Act of 2010

PROPERTY AND CASUALTY INSURANCE. Effects of the Nonadmitted and Reinsurance Reform Act of 2010 United Sttes Government Accountbility Office Report to Congressionl Committees Jnury 2014 PROPERTY AND CASUALTY INSURANCE Effects of the Nondmitted nd Reinsurnce Reform Act of 2010 GAO-14-136 Jnury 2014

More information

Space Vector Pulse Width Modulation Based Induction Motor with V/F Control

Space Vector Pulse Width Modulation Based Induction Motor with V/F Control Interntionl Journl of Science nd Reserch (IJSR) Spce Vector Pulse Width Modultion Bsed Induction Motor with V/F Control Vikrmrjn Jmbulingm Electricl nd Electronics Engineering, VIT University, Indi Abstrct:

More information

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

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

More information

FDIC Study of Bank Overdraft Programs

FDIC Study of Bank Overdraft Programs FDIC Study of Bnk Overdrft Progrms Federl Deposit Insurnce Corportion November 2008 Executive Summry In 2006, the Federl Deposit Insurnce Corportion (FDIC) initited two-prt study to gther empiricl dt on

More information

Performance analysis model for big data applications in cloud computing

Performance analysis model for big data applications in cloud computing Butist Villlpndo et l. Journl of Cloud Computing: Advnces, Systems nd Applictions 2014, 3:19 RESEARCH Performnce nlysis model for big dt pplictions in cloud computing Luis Edurdo Butist Villlpndo 1,2,

More information

Key Words: Relevance, TV Ads, Effectiveness, Purchase Decision and Consumers.

Key Words: Relevance, TV Ads, Effectiveness, Purchase Decision and Consumers. Reserch pper A STUDY ON RELEVANCE FACTOR IN EFFECTIVENESS OF TELEVISION ADVERTISEMENTS ON CONSUMER PURCHASE DECISION IN SALEM DISTRICT *Dr. K. Krishnkumr **Mrs. K. Rdh Abstrct Advertisements, s prt of

More information

Other reasons include control algorithm device failure and unknown reasons

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

More information

THERMAL EXPANSION OF TUNGSTEN

THERMAL EXPANSION OF TUNGSTEN . THERMAL EXPANSION OF TUNGSTEN S515 By Peter Hidnert nd W. T. Sweeney ABSTRACT This pper gives the results of n investigtion on the therml expnsion of tungsten (99.98 per cent) over vrious temperture

More information

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1) Oral: Start at 2.5-5 mg once daily; Target: 10 mg/day

Target: 10 mg/day within several days Schizophrenia in adolescents (2.1) Oral: Start at 2.5-5 mg once daily; Target: 10 mg/day HIGHLIGHTS OF PRESCRIBING INFORMATION These highlights do not include ll the informtion needed to use ZYPREXA sfely nd effectively. See full prescribing informtion for ZYPREXA. ZYPREXA (olnzpine) Tblet

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Improving Library Users' Perceived Quality, Satisfaction and Loyalty: An Integrated Measurement and Management System

Improving Library Users' Perceived Quality, Satisfaction and Loyalty: An Integrated Measurement and Management System Improving Librry Users' Perceived Qulity, Stisfction nd Loylty: An Integrted Mesurement nd Mngement System by Anne Mrtensen nd Lrs Gr0nholdt This rticle describes the development nd ppliction of structurl

More information

Dw14p, KDLLEQRRAAVDTYC; DwlOp, KDILEDER- AAVDTYC; gpllop, EQNQEQKRAAQRAAGC; gpllop. Freund's adjuvant and then were given booster injections

Dw14p, KDLLEQRRAAVDTYC; DwlOp, KDILEDER- AAVDTYC; gpllop, EQNQEQKRAAQRAAGC; gpllop. Freund's adjuvant and then were given booster injections Proc. Nil. Acd. Sci. SA Vol. 86, pp. 514-518, July 1989 Medicl Sciences Susceptibility to rheumtoid rthritis mps to T-cell epitope shred by the HLA-Dw4 DR f8-1 chin nd the Epstein-Brr virus glycoprotein

More information

Molecular epitope identification by limited proteolysis of an immobilized antigen-antibody complex and mass spectrometric peptide mapping

Molecular epitope identification by limited proteolysis of an immobilized antigen-antibody complex and mass spectrometric peptide mapping Proc. Ntl. Acd. Sci. USA Vol. 87, pp. 9848-9852, December 1990 Biochemistry Moleculr epitope identifiction by limited proteolysis of n immobilized ntigen-ntibody complex nd mss spectrometric peptide mpping

More information

Compromised CDK1 activity sensitizes BRCA-proficient cancers to PARP inhibition

Compromised CDK1 activity sensitizes BRCA-proficient cancers to PARP inhibition r t i c l e s Compromised CDK ctivity sensitizes BRCA-proficient cncers to PARP inhiition Neil Johnson,2, Yu-Chen Li, Zndr E Wlton, Ktherine A Cheng, Dnn Li, Scott J Rodig 3,4, Lis A Moreu,6, Christine

More information

Estimating Exchange Rate Exposures:

Estimating Exchange Rate Exposures: Estimting Exchnge Rte Exposures: Issues in Model Structure * Gordon M. Bodnr ** Pul H. Nitze School of Advnced Interntionl Studies, The Johns Hopkins University 1740 Msschusetts Avenue NW Wshington, DC

More information

Burnout Among Physical Therapists

Burnout Among Physical Therapists urnout Among Physicl Therpists NEIL D. SCHUSTER, DAVID L. NELSON, nd CAROLYN QUISLING urnout results in decrese in job performnce becuse of excessive workrelted stress. This study ssessed the presence

More information

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment

ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks

More information

Source Code verification Using Logiscope and CodeReducer. Christophe Peron Principal Consultant Kalimetrix

Source Code verification Using Logiscope and CodeReducer. Christophe Peron Principal Consultant Kalimetrix Source Code verifiction Using Logiscope nd CodeReducer Christophe Peron Principl Consultnt Klimetrix Agend Introducing Logiscope: Improving confidence nd developer s productivity Bsed on stte-of-the-rt

More information

How To Network A Smll Business

How To Network A Smll Business Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Learner-oriented distance education supporting service system model and applied research

Learner-oriented distance education supporting service system model and applied research SHS Web of Conferences 24, 02001 (2016) DOI: 10.1051/ shsconf/20162402001 C Owned by the uthors, published by EDP Sciences, 2016 Lerner-oriented distnce eduction supporting service system model nd pplied

More information

July 22, 2009. The Honorable Henry A. Waxman Chairman Committee on Energy and Commerce House of Representatives

July 22, 2009. The Honorable Henry A. Waxman Chairman Committee on Energy and Commerce House of Representatives United Sttes Government Accountbility Office Wshington, DC 20548 July 22, 2009 The Honorble Henry A. Wxmn Chirmn Committee on Energy nd Commerce House of Representtives The Honorble John D. Dingell Chirmn

More information

How To Set Up A Network For Your Business

How To Set Up A Network For Your Business Why Network is n Essentil Productivity Tool for Any Smll Business TechAdvisory.org SME Reports sponsored by Effective technology is essentil for smll businesses looking to increse their productivity. Computer

More information