Anti-inflammatory and anti-asthmatic effects of resveratrol

Anti-inflammatory and anti-asthmatic effects of resveratrol
Anti-inflammatory and anti-asthmatic effects of resveratrol

Anti-in ?ammatory and anti-asthmatic effects of resveratrol,a polyphenolic stilbene,in a mouse model of allergic asthma

Meeyoung Lee,Soyoung Kim,Ok-Kyoung Kwon,Sei-Ryang Oh,Hyeong-Kyu Lee,Kyungseop Ahn ?

Natural Medicine Research Center,Korea Research Institute of Bioscience and Biotechnology,P.O.Box 115,Yusung,Daejeon 305-600,Korea

a b s t r a c t

a r t i c l e i n f o Article history:

Received 11September 2008

Received in revised form 29December 2008Accepted 5January 2009Keywords:Asthma Resveratrol

Airway hyperresponsiveness Eosinophilia Cytokine

Asthma is an in ?ammatory disease of the airways,and the current focus in managing asthma is the control of in ?ammation.Resveratrol (3,4,5-trihydroxystilbene)is a polyphenolic stilbene found in the skins of red fruits,including grapes,that may be responsible for some of the health bene ?ts ascribed to consumption of red wine.We investigated the suppressive effects of resveratrol on asthmatic parameters such as cytokine release,eosinophilia,airway hyperresponsiveness,and mucus hypersecretion,in an OVA-induced allergic mouse model of asthma.Resveratrol signi ?cantly inhibited increases in T-helper-2-type cytokines such as IL-4and IL-5in plasma and bronchoalveolar lavage ?uid (BALF),and also effectively suppressed airway hyperrespon-siveness,eosinophilia,and mucus hypersecretion,in the asthmatic mouse model.The ef ?cacy of resveratrol was similar to that of dexamethasone,a glucocorticoid used as a positive control.These results suggest that resveratrol may have applications in the treatment of bronchial asthma.

?2009Elsevier B.V.All rights reserved.

1.Introduction

Asthma is an in ?ammatory disease of the lungs characterized by increased in ?ltration of leukocytes,especially eosinophils,into the airways,and reduced respiratory function.The in ?ammation leads to bronchoconstriction,increased airway hyperresponsiveness (AHR),and mucus production [1].

T-helper-2(Th2)cytokine responses mediated by increases in IL-4,IL-5,IL-9,and IL-13,produced by T-cells,mast cells,and eosinophils,are prominently associated with asthma pathophysiology [2].Allergen exposure in the airway produces a Th2-dominated response by recruiting and activating in ?ammatory cells including eosinophils,and increases the levels of IL-4,IL-13,and IL-5[3].IL-4upregulates the expression of endothelial vascular cell adhesion molecule-1(VCAM-1),which interacts with very late antigen-4(VLA-4)to promote the recruitment of eosinophils [4].IL-4also causes class switching in B cells,resulting in the synthesis of IgE,which is involved in mast cell degranulation by crosslinking with IgE receptors [5].Resveratrol (trans -3,4,5-trihydroxystilbene),a natural polyphenol,is found in various fruits and vegetables and is abundant in grapes [6].Root extracts of the weed Polygonum cuspidatum ,an important constituent of Japanese and Chinese folk medicine,is also an ample source of resveratrol [7].In plants,resveratrol functions as a phytoalexin that protects against fungal infections [6,8].Earlier studies documented that resveratrol exhibits a wide range of biological and pharmacolo-gical activities,such as anticarcinogenesis,cardiovascular protection,

and anti-in ?ammatory effects [9,10].Also,several studies within the last few years have con ?rmed that resveratrol exhibits cardioprotec-tive and chemopreventive effects [11,12].How exactly resveratrol exerts cardioprotective effects is not understood,but the results have been ascribed to the ability of resveratrol to block platelet aggregation [13,14],to inhibit oxidation of low density lipoprotein [15,16],and to induce NO production [17].More recently,the anti-in ?ammatory effects of resveratrol have been associated with inhibition of the transcription factor NF-κB [18],possibly mediated by inhibition of I κB kinase [19].NF-κB activation is required for the expression of many in ?ammatory proteins,such as granulocyte-macrophage colony-stimulating factor (GM-CSF),IL-8,COX-2,and inducible nitric oxide synthase (iNOS)[20,21].Therefore,inhibition of NF-κB might reduce the expression of in ?ammatory genes and is one mechanism whereby anti-in ?ammatory glucocorticosteroids might exert their effects [22].Resveratrol has been demonstrated to suppress macrophage activa-tion,which would account for the anti-in ?ammatory effect of the compound [23,24].Therefore,in this study,we used a bronchial asthma model to examine the anti-allergic and anti-in ?ammatory effects of resveratrol in an ovalbumin (OVA)-induced asthmatic mouse model.

2.Materials and methods 2.1.Animals

Speci ?c pathogen-free female BALB/c mice,aged 6–8weeks,which were routinely screened serologically for relevant respiratory patho-gens,were purchased from the Orient Co.(Seoul,Korea).The mice were maintained in an animal facility under standard laboratory

International Immunopharmacology 9(2009)418–424

?Corresponding author.Tel:+82428604482;fax:+82428604309.E-mail address:ksahn@kribb.re.kr (K.

Ahn).1567-5769/$–see front matter ?2009Elsevier B.V.All rights reserved.doi:

10.1016/j.intimp.2009.01.005

Contents lists available at ScienceDirect

International Immunopharmacology

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conditions for 1week prior to experiments,and were provided with water and standard chow ad libitum .All experimental procedures were carried out in accordance with the NIH Guidelines for the Care and Use of Laboratory animals,and all animal handling followed the dictates of the National Animal Welfare Law of Korea.2.2.Sensitization and airway challenge

Mice were used in groups (n =5or n =6),and received the following treatments:(1)sham-sensitization plus challenge with phosphate-buffered saline (PBS;ipNeb);(2)sensitization plus challenge with OVA (Sigma A5503;Sigma,St.Louis,MO)(ipNeb);(3)sensitization with OVA (i.p.)plus challenge with OVA (Neb)and drugs (resveratrol [Sigma,St Louis,MO,USA;30mg/kg]or dexamethasone [Sigma,St Louis,MO,USA;4mg/kg],p.o.).Brie ?y,mice were sensitized by intraperitoneal injection of 20μg OVA,which was emulsi ?ed in 2mg aluminum hydroxide in 100μL of PBS buffer (pH 7.4),on days 0and 14.The mice were challenged through the airways with OVA (1%,w/v,in PBS)for 20min using an ultrasonic nebulizer (NE-U12;Omron Corp.,Tokyo,Japan)on days 28,29,and 30after the initial sensitization.Mice were sacri ?ced 48h after the last challenge (day 32)to characterize the suppression effects of resveratrol on the airways of allergic asthma animals.2.3.Measurement of airway hyperresponsiveness (AHR)

Twenty-four hours after the ?nal aerosol challenge,AHR was assessed in conscious and unrestrained mice by means of whole-body plethysmography (OCP3000instrument;Allmedicus,Korea).Each mouse was placed in a plastic chamber and exposed to aerosolized PBS,which was followed by increasing concentrations of aerosolized methacholine solutions (6.25,12.5,25,50mg/mL;Sigma)in PBS,with 3min at each exposure.Bronchoconstriction was recorded for an additional 5min after each dose of methacholine.The highest Penh value obtained during each methacholine challenge was expressed as a proportion of the basal Penh value seen in response to PBS challenge.2.4.In ?ammatory cell counts in bronchoalveolar lavage ?uid (BALF)Mice were sacri ?ced with an overdose of 50mg/kg of pentobarbital (Sigma P3761)48h after the last challenge,and tracheotomies were performed.After ice-cold PBS (0.5mL)was instilled into the lungs,bronchoalveolar lavage ?uid (BALF)was obtained by two aspirations (total 1.2mL)via tracheal cannulation [25].The BALF was centrifuged and supernatants were collected and stored at ?70°C prior to use.Total in ?ammatory cell numbers were assessed by counting cells in at least

?ve squares of a hemocytometer,after exclusion of dead cells staining with trypan blue [26].One hundred microliters of BALF was loaded onto a slide and centrifuged (cytospin instrument;Hanil Science Industrial,Korea)(200×g ,4°C,10min)to ?x the cells onto the slide using a cytospin machine (Hanil Science Industrial,Korea).Cell pellets was suspended in 0.5mL of PBS,and 100μL of each solution was spun onto a slide.After slides were dried,cells were ?xed and stained using Diff-Quik?Stain reagents (B4132-1A;Dade Behring Inc.,Deer ?eld,IL)according to the manufacturer's instructions.

2.5.Measurement of total IgE and OVA-speci ?c antibodies in serum Serum was collected and stored at ?70°C after centrifugation.Total IgE and OVA-speci ?c IgE and IgG 2a were measured by ELISA.For the determination of total IgE and OVA-speci ?c IgE and IgG2a antibodies,microtiter plates were coated with 100μL/well IgE (2μg/mL;Serotec,Oxford,UK)or OVA (10μg/mL;Sigma)in PBST.Antibodies was detected using isotype-speci ?c secondary antibodies (anti-mouse IgE;Serotec,or anti-mouse IgG 2a conjugated to HRP;Bethyl Laboratories,TX),in serum samples.After washing another four times,200μL of o -phenylenedia-mine dihydrochloride (Sigma)was added to each well.The plate was incubated for 10min in the dark and absorbance measured at 450nm.Total IgE concentrations were calculated from a standard curve generated using recombinant IgE 250ng/mL (Serotec,Oxford,UK).2.6.Measurement of Th2cytokines in BALF

Enzyme-linked immunosorbent assays (ELISAs)were performed according to the manufacturer's directions.Interleukin-4(IL-4)and IL-5contained in BALF were measured using a speci ?c mouse IL-4and IL-5ELISA kit (R&D Systems,Minneapolis,MN).2.7.Lung tissue histopathology

After BALF was obtained,the lung tissue was ?xed in 10%(v/v)neutral buffered formalin for 24h.Lung tissue was embedded in paraf ?n,cut into sections of 4μm thickness,stained with H &E solution (hematoxylin,Sigma MHS-16;and eosin,Sigma HT110-1-32),and with periodic acid-Schiff (PAS)stain (IMEB Inc.,San Marcos,CA)to measure mucus production.Tissue was subsequently mounted and coverslipped using Dako-mounting medium

(Dakocytomation,

Fig.1.Effect of resveratrol on airway hyperresponsiveness (AHR).AHR was measured using plethysmography 24h after the last ovalbumin (OVA)challenge,in mice given increments of methacholine (6.25–50mg/mL).NC,normal control (PBS only);OVA,OVA sensitized/challenged mice;RES,resveratrol (30mg/kg)+OVA sensitized/challenged mice;DEX,dexamethasone (3mg/kg)+OVA sensitized/challenged mice.Values are expressed as means±SEMs.?Signi ?cant difference from NC and ??signi ?cant difference from OVA,P b

0.05.

Fig.2.Effect of resveratrol on the recruitment of in ?ammatory cells in bronchoalveolar lavage ?uid (BALF)of mice 48h after the last OVA challenge.Cells were isolated by cytospinning and stained with Diff-Quick ?.Cell numbers was assessed by counting cells directly under a light microscope in at least ?ve squares of a hemocytometer,after excluding dead cells staining with trypan blue.NC,normal control mice (PBS only);OVA,OVA-sensitized/challenged mice;RES,resveratrol (30mg/kg)+OVA-sensitized/challenged mice;DEX,dexamethasone (3mg/kg)+OVA-sensitized/challenged mice.Values are expressed as means±SEMs (n =6/group).?Signi ?cant difference from NC,P b 0.001,and ??signi ?cant difference from OVA,P b 0.005.

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Denmark,CA).The degree of airway in?ammatory cell in?ltration was scored in double-blind screening by two independent investigators [27].The peri-bronchiole and peri-vascular in?ammation was eval-uated by using a scoring of0–5,0,no cells;1,a few cells;2,a ring of cells1cell-layer deep;3,a ring of cells2–4cells deep;4,a ring of cells; 5,cells deep.Goblet-cell hyperplasia in the airway epithelium was quanti?ed based on a?ve-point system:0,no goblet cells;1,b25%of the epithelium;2,25–50%of the epithelium;3,50–75%of the epithelium;4,N75%of the epithelium.For each mouse,?ve airway sections that were randomly distributed throughout the left lung were analysed,and their average scores were calculated.Quantitative analysis of mucus production was performed using an image analyzer (Leica Microsystem Imaging solution Ltd.,Cambridge,UK).

2.8.Image capture and photomicrographs

Photomicrographs were captured with a Photometric Quantix digital camera running a Windows program and montages were assembled in Adobe Photoshop7.0.The images were then cropped and corrected for brightness and contrast,but were not otherwise manipulated.

2.9.Statistical analysis

Data are expressed as means±standard errors of the means (SEMs).Statistical signi?cance was determined using Student's two-tailed t-test to compare independent means,employing Microsoft Excel.The critical level for signi?cance was set at P b0.05.

3.Results

3.1.Effect of resveratrol on AHR

AHR was evaluated by calculation of Penh values(enhanced pauses)24h after the?nal OVA challenge.The Penh value of the OVA-treated group was signi?cantly higher than that of the PBS

control

Fig.3.Effects of resveratrol on the recruitment of leukocytes in lung tissue.(A)Histological examination of lung tissue was performed48h after the last OVA challenge.Lung tissues were?xed,sectioned at4μm thickness,and stained with H&E solution(magni?cation×200).(B)Scoring of the extent of in?ammation by quantitative analysis of in?ammatory-cell in?ltration in lung sections was based on the method of Myou et al.[27].I and NC,normal control mice(PBS only);II and OVA,OVA-sensitized/challenged mice;III and RES, resveratrol(30mg/kg)+OVA-sensitized/challenged mice;IV and DEX,dexamethasone(3mg/kg)+OVA-sensitized/challenged mice.?Signi?cant difference from NC,P b0.005,and ??signi?cant difference from OVA,P b0.05.

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group (P b 0.05)at any concentration between 6.25–50.0mg/mL of methacholine.In the resveratrol +OVA-challenged group,the Penh value was signi ?cantly reduced compared with that of the OVA-treated group (P b 0.05).The positive control,mice given dexametha-sone (widely used as an anti-asthmatic drug),showed a similar decrease of AHR with resveratrol (Fig.1).

3.2.Effect of resveratrol on OVA-induced eosinophilia in BALF

To evaluate the suppression by resveratrol of eosinophilia in OVA-challenged mice,cells recruited to the BALF were counted 48h after the last challenge.OVA caused a marked in ?ux of leucocytes into the BALF in a PBS control group.Total cells were 15.3±3.4×105cells/mouse (P b 0.001)compared with the PBS-treated control (2.1±0.9×105cells/mouse).Eosinophils were found to be less than 1%of total cells in PBS-treated mice.However,eosinophil levels dramati-cally increased to form more than 86.3%of total leukocytes,in the BALF of OVA-challenged mice.In resveratrol-treated mice,cell

migration was signi ?cantly attenuated.A 76.7±13.1%decrease in total cells (P b 0.005)and an 89.8%drop in eosinophils (P b 0.001)was seen,compared to the OVA-treated control group.A positive drug control,dexamethasone,showed a similar suppressive effect on leukocyte in ?ux into the BALF (Fig.2).There was an 84.6±12.1%decrease in total cells (P b 0.005)and a 97.6±11.1%decrease in eosinophils (P b 0.005).

3.3.Effect of resveratrol on OVA-induced eosinophilia in lung tissue

To estimate the anti-in ?ammatory or anti-remodeling effects of resveratrol,lung tissues were collected 48h after the last OVA challenge.In OVA-challenged mice,leukocytes were found to have in ?ltrated into the peribronchiole and perivascular connective tissue;most leukocytes were eosinophils (Fig.3;and OVA,P b 0.05).In the resveratrol+OVA-challenged mice,the in ?ltration of eosinophil-rich leukocytes was signi ?cantly attenuated compared to what was seen in OVA-treated mice (Fig.3;and RES,P b

0.05).

Fig.4.Effects of resveratrol on mucus production.(A)Histological examination of mucus secretion in lung tissue was measured 48h after the last OVA challenge in mice.Lung tissues were ?xed,sectioned at 4μm thickness,and stained with periodic acid Schiff (PAS)reagent to assess mucus production.(magni ?cation×200).(B)Scoring of mucus production in lung sections was based on the method of Myou et al.[27].I and NC,normal control mice (PBS only);II and OVA,OVA-sensitized/challenged mice;III and RES,resveratrol (30mg/kg)+OVA-sensitized/challenged mice,IV and DEX,dexamethasone (3mg/kg)+OVA-sensitized/challenged mice;?Signi ?cant difference from NC,P b 0.005,and ??signi ?cant difference from OVA,P b 0.05.

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3.4.Effect of resveratrol on airway goblet cell hyperplasia and mucus production

Mucus hypersecretion is a characteristic of airway remodeling.To evaluate the possible suppression by resveratrol of mucus over-production caused by goblet-cell hyperplasia,we stained lung sections with Periodic acid Schiff (PAS),and scored percentages of stained areas in each experimental group.In OVA-treated mice,mucus overproduction was clearly observed as a violet color in the bronchial airways,compared with PBS-treated mice.In contrast,mucus was markedly diminished in the resveratrol+OVA-challenged mice (Fig.4A).The mucus area was scored as 3.60±0.64in the OVA-treated mice compared with PBS-treated mice (P b 0.05),and the area was signi ?cantly decreased to 1.43±0.23in the resveratrol+OVA-treated mice (P b 0.05),which was even lower than that of the positive control,dexamethasone+OVA-treated animals (1.53±0.24,P b 0.05)(Fig.4B).This shows that resveratrol signi ?cantly reduced goblet-cell hyper-plasia and the mucus hypersecretion of the airway remodeling process.

3.5.Effect of resveratrol on the release of total IgE and OVA-speci ?c IgE into serum

Levels of total serum IgE and OVA-speci ?c serum IgE were determined by ELISA in each experimental group,48h after the last OVA challenge.The total IgE and OVA-speci ?c IgE levels in serum were

dramatically elevated in OVA-treated mice compared with PBS-treated mice.Treatment with resveratrol reduced the total IgE and OVA-speci ?c IgE levels compared with the OVA-challenged group (Total IgE:1793±614mg/mL vs 662.42±272.6mg/mL;OVA-speci ?c IgE:463.12±127.12%[of control]vs.232.02±79%[of control];P b 0.05;control and test,respectively)(Fig.5

).

Fig.5.Effect of resveratrol on total IgE and OVA-speci ?c IgE levels in BALF.BALF was collected 48h after the last ovalbumin (OVA)challenge of mice.Each sample was analyzed by ELISA (n =5or n =6/group).Upper:Total IgE level in BALF;lower:OVA-speci ?c IgE level in BALF.NC,normal control mice (PBS only);OVA,OVA-sensitized/challenged mice;RES,resveratrol (30mg/kg)+OVA-sensitized/challenged mice;Dex,dexamethasone (3mg/kg)+OVA-sensitized/challenged mice.Values are expressed as means ±SEMs (n =5or n =6/group).?Signi ?cant difference from NC,P b 0.005,and ??signi ?cant difference from OVA,P b

0.05.

Fig.6.Effect of resveratrol on OVA-speci ?c IgG and OVA-speci ?c IgG2a levels in BALF.BALF was collected 48h after the last ovalbumin (OVA)challenge of mice.Each sample was analyzed by ELISA (n =5or n =6).Upper:OVA-speci ?c IgG levels in BALF;lower:OVA-speci ?c IgG2a levels in BALF.NC,normal control mice (PBS only);OVA,OVA-sensitized/challenged mice;RES,resveratrol (30mg/kg)+OVA-sensitized/challenged mice;Dex,dexamethasone (3mg/kg)+OVA-sensitized/challenged mice.Values are expressed as means±SEMs (n =5or n =6/group).?Signi ?cant difference from NC,P b 0.005,and ??signi ?cant difference from OVA,P b

0.05.

Fig.7.Effect of resveratrol on cytokine levels in BALF.BALF was collected 48h after the last ovalbumin (OVA)challenge.Each sample was analyzed using ELISA (n =5or n =6/group).(A)interleukin (IL)-4level in BALF,(B)IL-5level in BALF.NC,normal control mice (PBS only);OVA,OVA-sensitized/challenged mice;RES,resveratrol (30mg/kg)+OVA-sensitized/challenged mice;Dex,dexamethasone (3mg/kg)+OVA-sensitized/challenged mice.Values are expressed as means±SEMs (n =5or n =6/group).?Signi ?cant difference from NC,P b 0.005,and ??signi ?cant difference from OVA,P b 0.05.

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3.6.Effect of resveratrol on the release of OVA-speci?c IgG and IgG2a into serum

Serum levels of OVA-speci?c IgG and IgG2a were determined by ELISA in each experimental group,48h after the last challenge.The OVA-speci?c IgG and IgG2a levels in serum were dramatically elevated in OVA-treated mice compared with PBS-treated mice.Treatment with resveratrol reduced OVA-speci?c IgG2a(not IgG)levels com-pared to those seen in the OVA-challenged group(OVA-speci?c IgG2a: 2.49±0.93-fold[of control]vs.1.18±0.31[of control],[IgG];P b0.05) (Fig.6).

3.7.Effect of resveratrol on cytokine levels

To determine the effect of resveratrol on cytokine release in OVA-induced asthmatic mice,the levels of cytokines(IL-4and IL-5)in BALF were measured by ELISA48h after the last challenge.OVA challenge induced a signi?cant elevation of cytokines to102±17.3pg/mL(IL-4) and30.6±4.8pg/mL(IL-5)in BALF,compared with control BALF(IL-4, b60pg/mL;IL-5,b7pg/mL).In the resveratrol-treated group,cytokine elevation was signi?cantly suppressed;there was a64±14pg/mL decrease in IL-4(P b0.05)and a4.6±1pg/mL drop in IL-5(P b0.005), compared to the OVA-challenged group.Dexamethasone also caused a signi?cant reduction in both IL-4(44±2.4pg/mL decrease,P b0.05) and IL-5(11.4±9.8pg/mL decrease,P b0.05)from control values.These results demonstrate that resveratrol reduced IL-4and IL-5concentra-tions in BALF of asthmatic mice,as did dexamethasone(Fig.7).

4.Discussion

Asthma is an in?ammatory disease of the lungs characterized by increased in?ltration of leukocytes,especially eosinophils,into the airways,and reduced respiratory function.The in?ammation leads to bronchoconstriction,increased AHR,and mucus production[28].In asthmatic patients,numerous eosinophils and T-lymphocytes in?l-trate peribronchial tissue.However,asthma is a complex syndrome with many clinical phenotypes[29].The resolution of acute in?ammation is an active process that is essential for the establish-ment of appropriate host responses,tissue protection,and the return to homeostasis[30–32].It is well known that Th-lymphocytes play a key role in the regulation of immune and in?ammatory reactions through the release of cytokines[33–35].

Resveratrol has been detected in trees,in a few?owering plants,in peanuts,and in grapevines.Numerous in vitro studies have described different biological effects of resveratrol(for review,see reference [36]).The major properties of interest are the antioxidative,anti-in?ammatory,and estrogenic effects,as well as anticancer and chemopreventative activities[37,38].Recently,resveratrol has been suggested to have many properties that could be bene?cial in the treatment of several chronic in?ammatory diseases such as chronic obstructive pulmonary disease(COPD)and arthritis[39,40].Although it was earlier reported that resveratrol reduced in?ammatory me-diators in COPD patients[39],in vivo demonstration of any anti-allergic or anti-asthmatic property of resveratrol was lacking.Here we demonstrate such properties,for the?rst time,using an OVA-induced mouse model of allergic asthma.

Before investigating the effects of resveratrol(30mg/kg)in a mouse model of allergic asthma,we studied preliminarily the dose effects of resveratrol(20,30and50mg/kg)on IgE,IgG,and IgG2a in serum to con?rm the optimal dosages of resveratrol(data not shown). We used30mg/kg(similar to50mg/kg)of resveratrol because that dosage was most effective.In the present study we show that resveratrol(30mg/kg)markedly reduced the AHR response to methacholine;signi?cantly inhibited increases in total in?ammatory cell counts and eosinophil counts in BALF induced by ovalbumin; reduced the levels of total IgE,OVA-speci?c IgE,IgG2a,IL-4,and IL-5in serum and BALF;and substantially inhibited both OVA-induced eosinophilia in lung tissue and mucus hypersecretion by airway goblet cells.

In most cases,AHR is strongly associated with airway in?amma-tion[41,42].AHR is a measure of the bronchial constriction commonly found in asthmatics.Our data show that resveratrol inhibited OVA-induced AHR caused by inhaled methacholine.IL-5is a speci?c stimulator of eosinophil activation and is synthesized by Th2lym-phocytes,mast cells,and eosinophils[43].It has been established that IL-5-mediated eosinophilia contributes to AHR by generating cytotoxic products,such as major basic protein(MBP),eosinophilic cationic protein(ECP),and other lipid mediators,including platelet activated factor(PAF)and cysteinyl-leukotrienes,which lead to tissue damage[44].Th2lymphocytes play an important role in the initiation and progression of allergic diseases,including asthma,by releasing IL-4,IL-5,and IL-13[45].These Th2cytokines induce in?ammatory responses,such as airway in?ltration and eosinophil activation,IgE production,and mucus secretion[46–48].In the knockout murine model,these cytokines have been implicated in the processes of sensitization and allergic responsiveness,causing increases in IgE levels[49],and eosinophilia into the airways[50].The presence of increased numbers of BALF eosinophils is a hallmark of asthma.We found that,compared with PBS-treated mice,resveratrol-treated mice had signi?cantly reduced lung eosinophilia in BALF and lung tissue.This effect of resveratrol treatment may result from a decrease in the levels of Th2cytokines responsible for eosinophil recruitment into the lung in asthma.IgE,together with IgG1,has been closely associated with Th2-type responses,whereas IgG2a has been allied to Th1-type responses.Oral administration of resveratrol to OVA-sensitized/challenged mice signi?cantly decreased serum IgE levels and IgG2a levels,but had no effect on overall IgG levels.Our present results show that oral administration of resveratrol inhibited IgE production and increased IgG2a levels in serum.These effects could be related to the induction of Th1-type IL-12and IFN-γproduction, and inhibition of Th2-related IL-5and IL-13synthesis.In this study, resveratrol signi?cantly reduced the levels of total IgE,OVA-speci?c IgE,IgG2a,IL-4,and IL-5in plasma and BALF in an OVA-induced asthmatic mouse model.These results provide further evidence that oral administration of resveratrol is suitable for treatment of allergic diseases such as asthma.

Acknowledgements

This work was supported by grants from the Ministry of Education, Science and Technology(PDM0500839;KGM2110812),Republic of Korea.

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图2.1 30名顾客满意程度分布条形图 绘制饼图操作步骤:依次点击File→点击open→点击Data→打开数据文件 of individual cases→点击Define→将“人数”选入Slices Represent栏,将“态度分类”选入Variable栏→点击OK。输出结果如图2.2所示: 2.2解:首先列计算表如表2.2所示: 表2.2 120名学生英语成绩的均值、中位数、众数、偏态系数、峰度系数计算表

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统计学课程练习题及答案

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A、重点调查 B、抽样调查 C、典型调查 D、普查 3、在统计调查阶段,对有限总体() A、只能进行全面调查 B、只能进行非全面调查 C、既不能进行全面调查,也不能进行非全面调查 D、全面调查和非全面调查都能进行 4、了解我国城乡居民生活状况,最合适的调查方式是() A、普查 B、抽样调查 C、重点调查 D、典型调查 5、我国自1953年以来,在全国范围进行的五次人口调查是() A、抽样调查 B、普查 C、重点调查 D、典型调查 6、抽样调查和重点调查均为非全面调查,二者的基本区别在于() A、组织方式不同 B、作用不同 C、灵活程度不同 D、先取调查单位的方法不同 7、统计报表按填报单位区分为() A、国家、部门和地方的统计报表 B、定期报表和年报报表 C、基层报表和综合报表 D、单一表和一览表 8、重点调查所选的重点单位,必须是在调查对象中() A、具有较大标志值的那一部分调查单位 B、具有代表性的调查单位 C、按随机原则选出的调查单位 D、填报调查数据的填报单位 9、典型调查属于() A、全面调查 B、非全面调查 C、专门调查 D、一次性调查 E、经常性调查 10、我国进行的五次人口普查是() A、全面调查 B、非全面调查 C、一次性调查 D、定期调查 E、经常性调查 11、抽样调查是() A、一种非全面调查 B、永远存在抽样误差 C、按照随机原则选取调查单位 D、不存在抽样误差,只存在登记性误差 E、用样本指标推算总体指标 12、在统计调查中,调查标志或内容的承担者是() A、调查单位 B、填报单位 C、调查对象 D、统计报表 13、调查表的种类() A、只有单一表 B、只有一览表 C、有单一表和一览表之分 D、有计算表和分析表之分 14、调查表通常由()组成

统计学课后习题参考答案

思考题与练习题 参考答案 【友情提示】请各位同学完成思考题与练习题后再对照参考答案。回答正确,值得肯定;回答错误,请找出原因更正,这样使用参考答案,能力会越来越高,智慧会越来越多。学而不思则罔,如果直接抄答案,对学习无益,危害甚大。想抄答案者,请三思而后行! 第一章绪论 思考题参考答案 1.不能,英军所有战机=英军被击毁的战机+英军返航的战机+英军没有弹孔的战机,因为英军被击毁的战机有的掉入海里、敌军占领区,或因堕毁而无形等,不能找回;没有弹孔的战机也不可能自己拿来射击后进行弹孔位置的调查。即便被击毁的战机找回或没有弹孔的战机自己拿来射击进行实验,也不能从多个弹孔中确认那个弹孔就是危险的。 2.问题:飞机上什么区域应该加强钢板?瓦尔德解决问题的思想:在她的飞机模型上逐个不重不漏地标示返航军机受敌军创伤的弹孔位置,找出几乎布满弹孔的区域;发现:没有弹孔区域就是军机的危险区域。 3.能,拯救与发展自己的参考路径为:①找出自己的优点,②明确自己大学阶段的最佳目标,③拟出一个发扬自己优点,实现自己大学阶段最佳目标的可行计划。 练习题参考答案 一、填空题 1.调查。

2.探索、调查、发现。 3、目的。 二、简答题 1.瓦尔德;把剩下少数几个没有弹孔的区域加强钢板。 2.统计学解决实际问题的基本思路,即基本步骤就是:①提出与统计有关的实际问题;②建立有效的指标体系;③收集数据;④选用或创造有效的统计方法整理、显示所收集数据的特征;⑤根据所收集数据的特征、结合定性、定量的知识作出合理推断;⑥根据合理推断给出更好决策的建议。不解决问题时,重复第②-⑥步。 3.在结合实质性学科的过程中,统计学就是能发现客观世界规律,更好决策,改变世界与培养相应领域领袖的一门学科。 三、案例分析题 1.总体:我班所有学生;单位:我班每个学生;样本:我班部分学生;品质标志:姓名;数量标志:每个学生课程的成绩;指标:全班学生课程的平均成绩 ;指标体系:上学期全班同学学习的科目 ;统计量:我班部分同学课程的平均成绩 ;定性数据:姓名 ;定量数据: 课程成绩 ;离散型变量:学习课程数;连续性变量:学生的学习时间;确定性变量:全班学生课程的平均成绩;随机变量:我班部分同学课程的平均成绩,每个同学进入教室的时间;横截面数据:我班学生月门课程的出勤率;时间序列数据:我班学生课程分别在第一个月、第二个月、第三个月、第四个月的出勤率;面板数据:我班学生课程分别在第一个月、第二个月、第三个月、第四个月的出勤率;选用描述统计。 2.(1)总体:广州市大学生;单位:广州市的每个大学生。(2)如果调查中了解的就是价格高低,为定序尺度;如果调查中了解的就是商品丰富、价格合适、节约时间,为定类尺度。(3)广州市大学生在网上购物的平均花费。(4)就是用统计量作为参数的估计。(5)推断统计。 3.(1)10。(2)6。(3)定类尺度:汽车名称,燃油类型;定序尺度:车型大小;定距尺度:引擎的汽缸数;定比尺度:市区驾车的油耗,公路驾车的油耗。(4)定性变量:汽车名称,车型大小,燃油类型;定量变量:引擎的汽缸数,市区驾车的油耗,公路驾车的油耗。(5)40%;(6)30%。 第二章收集数据 思考题参考答案

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