Given that it has

been previously demonstrated that the b

Given that it has

been previously demonstrated that the biological effects of the antibody are similar in NOD and non-autoimmune mice,7,9,10,19 we elected to first examine the PD effects of monoclonal anti-CD3 F(ab′)2 on modulation of the CD3–TCR complex in BALB/c mice in Study A. TCR expression on peripheral blood CD4+ and CD8+ lymphocytes was analyzed 2 and 24 hr after each dose. The resulting Tanespimycin patterns of TCR expression on both CD4+ and CD8+ lymphocytes were equivalent; therefore, only CD4+ lymphocytes are shown in Fig. 1. In the first segment, the well-established dose regimen of 50 μg (5×/24 hr) of monoclonal anti-CD3 F(ab′)2 was evaluated. Expression of the CD3–TCR complex was reduced 2 hr after the first dose and remained almost completely down-regulated before the second dose. These low levels of expression of the CD3–TCR complex were sustained throughout dosing (Fig. 1a), similar to the pattern observed in the BDR clinical trial where high-dose regimens of otelixizumab were evaluated.14 Expression of the CD3–TCR complex was partially restored within 72 hr following the

end of dosing and returned to baseline within 10 days of the last dose. Because the 50 μg (5×/24 hr) dose regimen resulted in nearly Dorsomorphin complete and sustained modulation of the CD3–TCR complex, we were interested in developing and evaluating dose regimens that would elicit a partial and transient pattern of modulation. First, lower doses of monoclonal Resveratrol anti-CD3 F(ab′)2 were evaluated. TCR expression was measured in BALB/c mice administered five doses of 25, 5, 2, or 1 μg of monoclonal anti-CD3 F(ab′)2, 24 hr apart. The 25 μg (5×/24 hr) dose regimen resulted in profound and sustained modulation of the CD3–TCR complex, similar to the 50 μg (5×/24 hr) dose regimen (data not shown). Lower doses produced dose-dependent reductions in modulation of the CD3–TCR complex, but a sustained level of modulation was observed

in all dose regimens (data not shown). This suggested that to achieve a pattern of transient modulation of the CD3–TCR complex, it would be necessary to space the doses further apart. We next determined how soon after dosing the surface expression of the CD3–TCR complex returned to baseline levels in the mouse. After a single 25 μg dose of monoclonal anti-CD3 mAb F(ab′)2, expression of the CD3–TCR complex was markedly down-regulated at 24 hr; showed signs of recovery, but was still significantly down-regulated at 48 hr; and recovered to near-baseline values at 72 hr (data not shown). In the second segment of Study A, a range of doses of monoclonal anti-CD3 F(ab′)2 (1, 2, 5 and 25 μg) was administered four times, 72 hr apart, given that a fifth dose resulted in anti-drug antibodies in three out of six mice (detected using an ELISA-based assay). The mice did not develop any adverse events associated with immunogenicity to the monoclonal anti-CD3 F(ab′)2.

bakeri appears to serve the interests of both the host and

bakeri appears to serve the interests of both the host and

the parasite by allowing the development of adult worms, but limiting egg production and spread of the parasite into the environment. To date, few data are available investigating the impact of antibodies on parasite chronicity, although lines of Biozzi mice bred selectively for either high or low antibody responses to a wide range of antigens showed no difference in the pattern and extent of faecal egg counts over Rucaparib a 4-week period following primary infection [76]. However, consistent with the crucial role of antibodies in acquired resistance, faecal egg output differed learn more markedly in secondary and tertiary infections with complete suppression of faecal egg counts in the lines bred for high antibody responses and in excess of 90% loss of worms [76].

Inbred strains of mice that show poor antibody responses also harbour longer infections than those that respond more vigorously [65, 77], but clearly, the role of antibodies needs to be investigated more thoroughly through the kinetics of worm rejection in wild-type or genetically modified antibody-deficient mice as has been done for challenge infections. This would be an important and exciting task for the near future given that antibodies might be expected to neutralize parasite products important in the modulation of the host immune response. H. p. bakeri will continue to be an important model organism

for understanding immunity to helminth infections of humans and of domestic animals. One growing area where this nematode will play a key role is in elucidating the mechanisms underlying the hygiene hypothesis, whereby a lack of early exposure to worms increases susceptibility to autoimmune and allergic disease ([78, 79] and see also ref [80] for diagrammatic explanations of the relationships between the component parts). H. p. bakeri is the preferred species for modelling in rodent chronic infections and immunoregulation in humans [81]. Infection with H. p. bakeri has been shown to inhibit allergy GBA3 [82, 83], diabetes [84, 85], experimental autoimmune encephalomyelitis [83] and colitis [86]. This makes H. p. bakeri a convenient and interesting model for the development of novel therapies to treat autoimmune disease, whose public health importance is accelerating most rapidly in developing countries [87] and which are also a significant cause of morbidity in economically challenged African American and Hispanic American communities in the U.S.A. But are antibodies involved? A recent in-depth analysis of the evidence would suggest that they are [80].


“Systemic lupus erythematosus (SLE) and lupus nephritis (L


“Systemic lupus erythematosus (SLE) and lupus nephritis (LN) have strong concomitance with cardiovascular disease that cannot fully be explained by typical risk factors. We examined the possibility that serum or urine expression of adipokines may act as biomarkers for LN, since these proteins have previously been associated with cardiovascular disease as well as SLE. Antibody arrays were performed on serum and urine from lupus patients and matched controls using a cross-sectional study design. From the initial array-based screening data of 15 adipokines, adiponectin, leptin, and resistin were selected for validation by ELISA. Correlations were determined between

adipokine expression levels and measures of disease activity or lupus nephritis. Expression of adiponectin and resistin were increased in both sera and urine from LN patients, while leptin was increased

Opaganib in vivo in LN patient sera, as compared to matched controls. Serum resistin, but not urine resistin, was correlated with measures of renal dysfunction in LN. Serum resistin expression may be useful as a marker of renal dysfunction in patients with LN though longitudinal studies are warranted. Further see more studies are necessary to determine if resistin has functional consequences in LN. “
“Oestradiol and the selective oestrogen receptor modulator (SERM) raloxifene have been shown to ameliorate collagen-induced arthritis (CIA) in rats and in mice. One aim was to investigate if raloxifene exerts its anti-arthritic and anti-osteoporotic effects during the induction or effector phase of arthritis. A second aim was to analyse if raloxifene activates the oestrogen response element (ERE) to produce its immune-modulator effects. CIA or collagen–antibody-induced arthritis (CAIA) was induced in ovariectomized medroxyprogesterone DBA/1-mice. CIA was used for evaluation of treatment during the induction, and CAIA for the effector phase of arthritis and osteoporosis development. Raloxifene, oestradiol or vehicle was administered 5 days/week. The clinical disease was evaluated continuously. Bone marrow density (BMD) was analysed with peripheral quantitative computer tomography, paws were collected for histological examination, and sera

were analysed for markers of bone and cartilage turnover and proinflammatory cytokines. Transgenic luciferase (Luc)-ERE mice were immunized with collagen (CII), and after 10 days injected once with raloxifene, oestradiol or vehicle before termination. Spleens were analysed for luciferase activity to measure ERE activation. Treatment with oestradiol or raloxifene during the induction phase of CIA failed to affect arthritis. Raloxifene did not hamper disease activity in CAIA, whereas oestradiol delayed the onset and ameliorated the severity. Both raloxifene and oestradiol preserved BMD in CAIA. CII-immunization increased the oestradiol-induced ERE activation in spleen, and raloxifene activated the ERE at about 25% the intensity of oestradiol.

Homogenous and inverted face control conditions indicated that in

Homogenous and inverted face control conditions indicated that infants’ preference was not driven by the majority of faces in arrays or by low-level features. Thus, 3.5-month-olds found the presence of an other-race face among own-race faces to be more salient than the reverse configuration. Copanlisib cell line This asymmetry suggests sensitivity to an ORF at 3.5 months. Thus, a key mechanism of race-based processing in adults has an early onset, indicating rapid development of specialization early in life. “
“How do infants use their knowledge of native language sound patterns when learning words? There is ample

evidence of infants’ precocious acquisition of native language sound structure during the first year of life, but much less evidence concerning how they apply this knowledge to the task of associating sounds with meanings in word learning. To address this question, 18-month-olds were presented with two phonotactically legal object labels (containing sound sequences that occur frequently in English) or two phonotactically illegal object labels (containing sound sequences that never occur in English), paired with novel objects. Infants were then

Lumacaftor tested using a looking-while-listening measure. The results revealed that infants looked at the correct objects after hearing the legal labels, but not the illegal labels. Furthermore, vocabulary size was related to performance. Infants with larger receptive vocabularies displayed greater differences between learning of legal and illegal labels 17-DMAG (Alvespimycin) HCl than infants with smaller vocabularies. These findings provide evidence that infants’ knowledge of

native language sound patterns influences their word learning. “
“The primary purpose of this study was to examine the association between prenatal cigarette exposure and physiological regulation at 9 months of age. Specifically, we explored the possibility that any association between prenatal cigarette exposure and infant physiological regulation was moderated by postnatal environmental tobacco smoke (ETS) exposure or infant gender. We evaluated whether male infants with prenatal cigarette exposure or infants who were also exposed to ETS after birth had the highest levels of physiological dysregulation. Respiratory sinus arrhythmia (RSA) was obtained from 206 (142 exposed and 64 nonexposed) infants during a baseline period and during procedures designed to elicit both positive and negative affect. There was a significant suppression of RSA during the negative affect task for nonexposed infants, but not for exposed infants. Postnatal ETS exposure did not moderate this association; however, gender did moderate this association such that boys with prenatal cigarette exposure had a significant increase in RSA rather than the suppression seen among both nonexposed boys and girls. These results provide additional support for the idea that boys are particularly vulnerable to the effects of prenatal cigarette exposure.

These results demonstrate the beneficial role of Emodin in attenu

These results demonstrate the beneficial role of Emodin in attenuating the LPS-induced

microcirculatory disturbance, and support the use of Emodin for patients with endotoxemia. “
“Please cite this paper as: Correa D, Segal SS(2012). Neurovascular selleck screening library proximity in the diaphragm muscle of adult mice. Microcirculation 19: 306–315, 2012. Objective:  Regional blood flow to the diaphragm muscle varies with the workload of inspiration. To provide anatomical insight into coupling between muscle fiber recruitment and oxygen supply, we tested whether arterioles are physically associated with motor nerve branches of the diaphragm. Methods:  Following vascular casting, intact diaphragm muscles of C57BL/6 and CD-1 mice were stained for motor innervation. Arteriolar networks and nerve networks were mapped (∼2 μm resolution) to evaluate their physical proximity. Results:  Neurovascular proximity was similar between muscle regions and mouse strains. Of total mapped

nerve lengths (C57BL/6, 70 ± 15 mm; CD-1, 87 ± 13 mm), 80 ± 14% and 67 ± 10% were ≤250 μm from the nearest arteriole and associated predominantly with arterioles ≤45 μm in diameter. Distances to the nearest arteriole encompassing 50% of total nerve length (D50) were consistently within 200 μm. With nerve networks repositioned randomly within muscle borders, D50 values nearly doubled (p < 0.05). Reference lines within anatomical boundaries reduced proximity to arterioles (p < 0.05) as they deviated from the original location of motor nerves. Conclusion:  Across selleck kinase inhibitor two strains of mice, motor nerves and arterioles of the diaphragm muscle are more closely associated than can be explained by chance. We hypothesize that neurovascular proximity facilitates local perfusion oxyclozanide upon muscle fiber recruitment. “
“The mechanical forces acting on SMC in the vascular wall are known to regulate processes such as vascular remodeling and contractile differentiation. However,

investigations to elucidate the underlying mechanisms of mechanotransduction in smooth muscle have been hampered by technical limitations associated with mechanical studies on pressurized small arteries, due primarily to the small amount of available tissue. The murine portal vein is a relatively large vessel showing myogenic tone that in many respects recapitulates the properties of small resistance vessels. Studies on stretched portal veins to elucidate mechanisms of mechanotransduction in the vascular wall have shown that stretch-sensitive regulation of contractile differentiation is mediated via Rho-activation and actin polymerization, while stretch-induced growth is regulated by the MAPK pathway. In this review, we have summarized findings on mechanotransduction in the portal vein with focus on stretch-induced contractile differentiation and the role of calcium, actin polymerization and miRNAs in this response.

Tregs typically express high levels of the interleukin

(I

Tregs typically express high levels of the interleukin

(IL)-2 receptor α-chain CD25, the transcription factor FoxP3 and low levels of the IL-7 receptor CD127 [18-22]. However, both FoxP3 and CD25 can also be expressed by activated non-regulatory Sirolimus T cells. CD39 has also been suggested to be involved in Treg function through the removal of adenosine triphosphate (ATP) and has thus been used to identify subsets of Tregs [23]. Tregs can suppress proliferation and cytokine secretion in a broad range of cell types, including CD4+ and CD8+ T cells, and their dysfunction leads to immunopathology [24]. It has been reported recently that rather than there being a deficiency in Treg numbers, effector T cells (Teff) from patients with T1D are resistant to Treg-mediated suppression [25, 26]. The aim of this work was to investigate whether an increase in cells with a Treg phenotype persisted at 4 years after GAD-alum treatment. In addition, we tested whether GAD-alum treatment affected the suppressive

capacity of Tregs. This study was approved by the Research Ethics Committee at the Faculty of Health Sciences, Linköping University, Sweden. Written informed consent was obtained from participating individuals, and for those aged <18 years also their parents, in accordance with the Declaration of Helsinki. The design and characteristics of the Phase II trial have been described elsewhere [3]. Briefly, 70 T1D children between 10 and 18 years of age with fewer than 18 months of disease duration were recruited at eight Swedish paediatric Selleck PLX3397 fantofarone centres. Participants had a fasting serum C-peptide level above 0·1 nmol/l and detectable GADA at inclusion. They were randomized to subcutaneous injections of 20 μg GAD-alum (n = 35) or placebo (n = 35) at day 0 and a booster injection 4 weeks later in a double-blind setting. After 4 years, patients and their parents were asked whether they were willing to participate in a follow-up

study. Fifty-nine patients, of whom 29 had been treated with GAD-alum and 30 received placebo, agreed to participate. Fluorescein isothiocyanate (FITC)-conjugated anti-CD39 (clone A1; Biolegend, San Diego, CA, USA), phycoerythrin (PE)-conjugated anti-FoxP3 (clone PCH101), allophycocyanin (APC)-conjugated anti-CD25 (clone BC96) and FITC- and PE-cyanine 7 (PE-Cy7)-conjugated anti-CD127 (clone eBioRDR5; eBioscience, San Diego, CA, USA), Alexa 700- and Pacific Blue-conjugated anti-CD4 (clone RPA-T4), APC-Cy7-conjugated anti-CD25 (clone M-A251; BD Pharmingen, Franklin Lakes, NJ, USA), and relevant isotype- and fluorochrome-matched control antibodies were used in this study. In addition, 7-amino-actinomycin D (7-AAD; BD Pharmingen) was used to measure cell viability. Peripheral blood mononuclear cells (PBMC) from GAD-alum-treated (n = 24) and placebo-treated (n = 25) patients were isolated from whole blood by Ficoll-Paque (Pharmacia Biotech, Piscataway, NJ, USA) density gradient centrifugation within 24 h after drawing.

In total we analyzed ten donors, of which five showed M1-specific

In total we analyzed ten donors, of which five showed M1-specific responses. In all cases the responding T cells reacted against both peptide and recombinant

protein pulsed APC, showing that the M1-specific T cells recognize naturally processed epitopes. Moreover, the responses were accompanied by both IFN-γ and IL-10 (Fig. 1B). To characterize the influenza-specific IL-10-producing T cells at the single-cell level, the IL-10-producing influenza-specific T-cell population find more was enriched by magnetic cell sorting (Fig. 2A). The bulk cultures from three different donors were enriched for IL-10-producing cells. The mean percentage of IL-10-producing T cells before enrichment was 0.33%. After enrichment the mean value was 49% and ranged between 18 and 90%. In total, click here 125 T-cell clones were isolated from these enriched cultures by limiting dilution. The isolated T-cell clones displayed a CD3+CD4+CD8− phenotype and were assessed for clonality by analysis of their TCR-Vβ using flow cytometry. Consistent with findings in mice 15, most of the IL-10-producing

clones (79/83) produced both IFN-γ and IL-10 upon cognate peptide stimulation (Fig. 2B), indicating that the M1-specific T-cell clones are representative of the unsorted population. Furthermore, the isolated influenza-specific T-cell clones recognized their cognate epitope when naturally processed from M1 protein (Fig. 2C and D). D1.6 recognized M1 peptide 31–60, D1.52 and D1.4 recognized M1 peptide 1–30, D4.6 recognized M1 peptide 46–75, D1.68, D1.50 and D4.11 recognized M1 peptide 91–120. Moreover, the clones specifically proliferated when stimulated with live virus-infected monocytes, as one would expect from influenza-specific CD4+ T cells (Fig. 2E). Few clones did not respond to viral challenge, and is likely due Mannose-binding protein-associated serine protease to differences in amino acid sequence between the synthetic M1 peptides (based on A/PR/8/34) and the virus used (A/Wisconsin/67/2005),

which share 96% amino acid sequence identity. Analysis of the clones on a single-cell level using cytokine capture assay revealed that the same cell produced both IFN-γ and IL-10 at high concentrations of cognate peptide. However, in some cases (D4.6 and D4.11) T-cell clones produced only IL-10 in the lower antigen range, but co-produced IFN-γ when stimulated with increasing concentrations of M1 peptide (Fig. 3). A number of isolated M1-specific clones did not produce IL-10 upon antigen challenge (e.g. D4.18, which recognized M1 peptide 196-225; Fig. 3), which could be explained by the fact that the T-cell clones were isolated from IL-10-enriched, but not pure M1-specific T-cell cultures of which not all M1-specific T cells produced IL-10. Subsequently, the expression of FOXP3 in these clones was examined.

When does islet autoreactivity become autoimmune disease? The lev

When does islet autoreactivity become autoimmune disease? The levels of circulating soluble inflammatory mediators have been shown to be similar among diabetic and non-diabetic obese subjects [31], and cannot be used

to predict the efficacy of anti-inflammatory treatments directed at stimulating insulin secretion, decreasing insulin resistance or preventing development of T2D [30–33]. The decline in β cell function observed over time in most T2D patients demonstrates the progressive nature of the T2D disease process [50]. This decline in β cell function during diabetes pathogenesis has been demonstrated to be diminished Tanespimycin ic50 or halted with diabetes drugs with secondary anti-inflammatory properties [53; Reichow et al., unpublished data]. What is the target of the anti-inflammatory actions of these drugs which demonstrate efficacy in the treatment of T2D? Could one of the mechanisms responsible for the subsequent drop in pancreatic insulin output over time observed in T2D patients be cell-mediated selleck products islet autoimmune destruction? Could the autoreactive

T cells present in normal individuals become autoreactive effector cells capable of initiating islet autoimmune disease in T2D patients within the chronic inflammatory mileu associated with obesity and T2D? In 1996 our laboratory developed a T cell assay, cellular immunoblotting, with excellent sensitivity and specificity for measuring islet-specific T cell responses in autoimmune diabetes [54,55]. We have utilized cellular immunoblotting to measure islet-reactive T cells in T1D patients [54–57],

subjects at risk of developing T1D and, selleck chemical more recently, phenotypic T2D patients [58–60]. We have also demonstrated that T cell reactivity to islet proteins in phenotypic T2D patients correlates more strongly with impaired β-cell function compared to autoantibody positivity (Fig. 1), thus demonstrating not only the presence of islet autoimmune responses in T2D patients but autoimmune disease [60]. More recently, we have also observed that the diabetes drug (rosiglitazone), which suppresses the islet reactive T cell responses (anti-inflammatory) in phenotypic T2D patients, can improve β cell function (Reichow et al., unpublished data). Furthermore, rosiglitazone has also been shown to be able to reduce both T cell and macrophage infiltration into the adipose tissue, improving insulin resistance and glucose intolerance [61].

73 m2 or kidney disease

at hospitalization) did not have

73 m2 or kidney disease

at hospitalization) did not have albuminuria (ACR ≥ 30 mg/g).8 Cross-sectional studies in people with type 2 diabetes and microalbuminuria have generally shown GFR to be normal, however, increased GFR (hyperfiltration) have been observed. For example in a Danish study 158 microalbuminuric patients had an increased GFR of 139 ±  29 mL/min compared with 39 normoalbuminuric patients (115 ± 19 mL/min) and 20 control subjects without diabetes (111 ± 23 mL/min).9 However, the cross-sectional study by Premaratne et al.10 of 662 Australian people with type 2 diabetes showed no significant difference in AER and prevalence of microalbuminuria between hyperfilters and normofilters. Although not recognized buy SB525334 as a stage of CKD, hyperfiltration (GFR > 130 mL/min

per 1.73 m2) represents an early phase of kidney dysfunction in diabetes. However, its clinical significance remains controversial. By definition, this phase can only be detected by measurement of GFR. In people who do not have diabetes, the expected rate of decline in GFR with ageing is approximately 1 mL/min per year.11 A proportion buy Vemurafenib of people with type 2 diabetes show a more rapid decline in GFR, in the absence of microalbuminuria or macroalbuminuria.12 In people with type 2 diabetes and established nephropathy, some but not all longitudinal studies have documented a decline in GFR without

intervention of about 10 mL/min per year.13 In people with type 1 diabetes, and overt kidney disease, the extent of early reduction in AER MRIP by ACEi predicts the degree of protection from subsequent decline in GFR).14 Whether this occurs in people with type 2 diabetes is not yet known. Lack of uniformity in results on decline in GFR in longitudinal studies is in part due to study design, since most studies have focussed on albuminuria and have been too short to document clinically significant changes in GFR. In a Japanese study over 48 months, no change in GFR was demonstrated in 48 patients who were either untreated or treated with nifedipine, enalapril or both drugs.15 In another study of 103 normotensive Indians over 5 years, there was no change in GFR during treatment with placebo or enalapril.16 By contrast, two studies have shown a significant decline in GFR in at least one study arm. In a 5 year study of 94 middle aged normotensive Israelis, GFR remained stable in those treated with enalapril but declined in those treated with placebo.17 This study used the inverse of the serum creatinine level as an index of GFR. In a 3-year study of 18 hypertensive Italians, the GFR (measured isotopicaly) decreased in those treated with cilazapril or amlodipine.

It has been reported that German cockroach extract is capable of

It has been reported that German cockroach extract is capable of activating protease-activated receptor

(PAR)-2 and provoking IL-8 secretion from bronchial epithelial cells [7], indicating that cockroach allergen may affect the expression of PARs and hypersecretion of cytokines. Indeed, we recently demonstrated that recombinant Per a (rPer a) seven can upregulate the expression of PARs and provoke Th2 cytokine, IL-4 and IL-13, production in P815 cells [8]. As Per a 1s are major allergens in American cockroach and their functions in provoking allergic reactions remain obscure and mast cells play a key role in allergic reactions, we generated rPer a 1.0101 and rPer a 1.0104 and investigated their influence on the expression of PARs and cytokine production in P815 cells in the current study. Patients and samples.  A total of 21 allergic rhinitis patients with positive skin prick to allergen extracts Opaganib cell line and four healthy controls (HC) were recruited in the study. Epigenetics Compound Library research buy Among the allergic patients, 15 of them were allergic to American cockroach and six of them to ragweed. The informed consent from each volunteer

according to the declaration of Helsinki and agreement with the ethical committee of the First Affiliated Hospital of Nanjing Medical University was obtained. Serum (2 ml) from peripheral venous blood was collected from each patient and HC for Western blot analysis. Expression of Per a 1.0101 and 1.0104 proteins in E. coli.  The procedures were mainly adopted from the one described previously for Per a 7 [8]. Briefly, pMD-Per a 1.0101 and pMD-Per a 1.0104 plasmids were digested and then ligated into unique Nde I and Hind III sites Thymidylate synthase in a pET-28a expression vector, respectively. The resulting plasmids were transformed into E. coli BL21 (DE3) for the expression of proteins. The final expression condition, under which the proteins were expressed mostly in soluble form, was at 25 °C for 12 h in the presence of 0.6 mm of IPTG. rPer a 1.0101 and rPer a 1.0104 proteins

were purified using BugBuster Ni-NTA His bind purification kit according to manufacturer’s protocol as described previously [8]. Endotoxin contamination was examined with the LAL assay according to the manufacturer’s instructions. The endotoxin levels detected with limulus amebocyte lysate chromogenic endpoint assay for endotoxin (Hycult Biotech, Uden BV, The Netherlands) were very low, being <0.01 EU/mg in rPer a 1.0101 and rPer a 1.0104 proteins. Evaluation of solubility of American cockroach allergens.  In order to express American cockroach allergens in a soluble form in E. coli, a statistical model for prediction of solubility of protein expression in E. coli was used [9]. A composite parameter canonical variable (CV), which is dependent on the contribution of each of the individual amino acid, was calculated as follows: CV = 15.43 (N + G + P + S)/n−29.