Udy Rkibe,Rvi Tiwri,Annd Mhjn,Vipul Rne,Prvin Wkte
aDepartment of Chemical Technology,Dr.Babasaheb Ambedkar Marathwada University,Aurangabad,Maharashtra,India
bDepartment of Pharmaceutical Sciences,SVKM’s NMIMS,Shirpur,Dist.Dhule,Maharashtra,India
cDepartment of Pharmaceutical Analysis,Goa College of Pharmacy,Panjim,Goa,India
Keywords:Acebutolol Stress testing LC LC–MS/MS Degradation pathway In-silico toxicity
A B S T R A C T The aim of the present investigation was to demonstrate an approach involving use of liquid chromatography(LC)and liquid chromatography-mass spectrometry(LC–MS)to separate,identify and characterize very small quantities of degradation products(DPs)of acebutolol without their isolation from the reaction mixtures.The drug was subjected to oxidative,hydrolytic,thermal and photolytic stress conditions as per International Conference on Harmonization(ICH)guideline Q1A(R2).Among all the stress conditions the drug was found to be labile in hydrolytic(acidic&basic)and photolytic stress conditions,while it was stable in water-induced hydrolysis,oxidative and thermal stress conditions.A total of four degradation products were formed.A C18column was employed for the separation of all the DPs on a gradient mode by using high-performance liquid chromatography(HPLC).All the DPs were characterized with the help of their fragmentation pattern and the masses obtained upon LC–MS/MS and MSnanalysis.All the hitherto unknown degradation products were identified as 1-(2-(2-hydroxy-3-(isopropylamino)propoxy)-5-(amino)phenyl)ethanone (DP-I), N-(4-(2-hydroxy-3-(isopropylamino)propoxy)-3-acetylphenyl)acrylamide (DP-II),1-(2-(2-hydroxy-3-(isopropylamino)propoxy)-5-(hydroxymethylamino)phenyl)ethanone(DP-III)and 1-(6-(2-hydroxy-3-(isopropylamino)propoxy)-2,3-dihydro-2-propylbenzo[d]oxazol-5-yl)ethanone(DP-IV).Finally the in-silico carcinogenicity and hepatotoxicity predictions of the drug and all the DPs were performed by using toxicity prediction softwares viz.,TOPKAT,LAZAR and Discovery Studio ADMET.The results of in-silico toxicity studies revealed that acebutolol(0.967)and DP-I(0.986)were found to be carcinogenic,while acebutolol(0.490)and DP-IV(0.437)were found to be hepatotoxic.
Acebutolol hydrochloride is a selective,hydrophilic beta-adrenoreceptor blocker which is used to treat hypertension and ventricular arrhythmias.Other beta-adrenergic agents are atenolol,betaxolol,celiprolol,bisoprolol,esmolol,metoprolol,nebivolol,etc.Chemically acebutolol(Fig.1)is N-[3-Acetyl–4-[2–hydroxy–3-[(1–methylethyl)amino]propoxy]-butanamide[1].There exist various reports on investigation and analysis of acebutolol by using different analytical techniques such as high-performance liquid chromatography(HPLC),thin layer chromatography,ion pair HPLC,liquid chromatography with tandem mass spectrometry(LC–MS/MS),voltammetry,and polarography.The drug is reported for the enantioselective determination of its active metabolite diacetolol in spiked human plasma samples by LC–MS/MS[2–6],determination in pharmaceutical formulations and biological fluids by voltammetric method[7],and major metabolite determination in infant’s blood circulation and breast milk by a stereospecific HPLC assay method[8].There are HPLC methods reported for acebutolol doping analysis and toxicological investigations of fatal cases of acebutolol self-poisoning[9,10].A literature report is also available on comparative HPLC and LC–MS analysis of antiepileptic with beta-blocking drugs[11].Acebutolol is also explored by ion-pair HPLC method for its determination in pharmaceuticals[12].However,very few reports are on acebutolol stability studies and its determination in acid induced degradation products(DPs)and identification of radiodegradation products by irradiation of high dose ionizing radiation emitted by beam of high energy electrons[13–15].
Fig.1.Structure of acebutolol.
Hence,the endeavor of the present study was to separate,identify and characterize DPs of acebutolol formed under ICH Q1A(R2)[16]recommended stress conditions of hydrolysis(acid,base and neutral),oxidation,dry heat and photolysis.Moreover,the parallel objective of this study was to explore comprehensive information on the degradation pathway of the drug.To achieve this task a systematic outline of the study includes(i)degradation study of acebutolol under conditions of oxidation,hydrolysis,thermal and photolysis,(ii)separation of DPs and validation of the developed LC method,(iii)characterization of DPs by LC–MS/MS and MSnstudies,(iv)proposal of degradation pathway of the drug,and(v)prediction of in-silico carcinogenicity and hepatotoxicity of the drug and DPs by different models.
Pure acebutolol was purchased from Sigma-Aldrich(Mumbai,India).Analytical reagent(AR)grade sodium hydroxide(NaOH),ammonium formate(NH4HCO2),formic acid(HCOOH)and HPLC grade methanol were purchased from Merck Specialities Pvt.Ltd.(Mumbai,India).AR grade hydrochloric acid(HCl)and 30%hydrogen peroxide were purchased from Qualigens Fine Chemicals Pvt.Ltd.(Mumbai,India)and S.D.Fine-Chem.Ltd.(Mumbai,India),respectively.Ultra-pure double distilled HPLC grade water obtained from Labsil Instruments(Bangalore,India)was used throughout the studies.
An HPLC system(Shimadzu Corporation,SPD-M20A,Kyoto,Japan)equipped with LC Solution software was used for LC studies equipped with a photo-diode array(PDA)detector,sample injector with 20 μL loop,and on-line degasser containing binary pump.The output signals were assessed on a Dell computer using LC Solution software.Stress degradation studies were carried out using precision water bath(Meta-Lab Ltd.,Mumbai,India)containing a thermostat for temperature control.A hot air oven(Scientico Ltd.,Mumbai,India)was used to perform solid state thermal stress studies.Photodegradation studies were executed in a photostability chamber(Thermolab Scientific Equipments Pvt.Ltd.,Mumbai,India),where the temperature was adjusted to 25± 2°C during the study.The measurement of visible and near UV illumination energy was carried out by using a calibrated lux and UV meter(Thermolab Scientific Equipments Pvt.Ltd.,Mumbai,India)[17].The LC–MS system controlled by Xcalibur software(version 2.0)consisted of LCQ Fleet and TSQ Quantum Access with Surveyor Plus HPLC System(Thermo,San Jose,USA).All the separation studies were carried out using a C18column(150 mm×4.6 mm i.d.,particlesize5 μm)Kromasil(Eka Chemicals AB,Bohus,Sweden).A pH meter(Controlled Dynamics,Vadodara,India)was used to adjust the pH of mobile phase and all other solutions used during the study.Other equipments used during the study were weighing balance(Shimadzu,AUX220,Kyoto,Japan),sonicator(Spectralab UCB 30,Mumbai,India)and analytical balance(Precissa XR 205SMDR,Moosmattstrasse Dietikon,Switzerland).
The objective of forced degradation studies was to achieve 10%–15%degradation of the drug.The drug was subjected to oxidative,hydrolytic,thermal and photolytic stresses.The results were obtained by comparing four samples of every stress condition viz.,untreated blank sample,stressed blank sample,untreated standard drug sample and stressed drug sample solution.In case of thermal and photolytic stress conditions only two samples were generated viz.,sample exposed to stress condition and control sample.
2.3.1.Hydrolytic degradation
The hydrolytic decomposition was performed in acidic,alkaline and neutral conditions.Samples were prepared by taking 1mL of stock solution of drug(1000μg/mL)and 1 mL of hydrolytic agent(1 M HCl,1 M NaOH and water)in 10 mL volumetric flask.If required,the samples were heated at constant temperature on water bath at 80°C for specified time intervals.The samples were neutralized by using equal strength of acid or alkali before injected into HPLC system.
2.3.2.Oxidative degradation
Oxidative degradation was carried out by using hydrogen peroxide.Samples were prepared by taking 1mL of stock solution of the drug(1000μg/mL)and 1 mL of hydrogen peroxide(30%)in 10 mL volumetric flask.If required,the samples were heated on constant temperature water bath at 80°C for specified time intervals.After required exposure samples were diluted up to the mark by using diluent and subjected for HPLC analysis.
2.3.3.Thermal degradation
Drug sample of 10 mg each was taken in two 10 mL volumetric flasks and sealed.One flask was exposed to dry heat in hot air oven for specified temperature and time interval and the other was kept as control.After required exposure two separate solutions were prepared by weighing appropriate amounts of the sample exposed to thermal stress and control to produce concentration of 100μg/mL.The samples were diluted up to the mark with the help of diluent and injected separately into HPLC.
2.3.4.Photodegradation
The drug layer of 1 mm thickness was prepared in a petri dish and exposed to ICH recommended photostability conditions with the overall illumination of not less than 1.2 million lx h along with the integrated near ultraviolet energy of not less than 200 W h/m2.Another petri dish containing the drug(1 mm layer thickness)was wrapped with aluminum foil and kept as control.After required exposure two separate solutions were prepared by weighing appropriate amounts of the sample exposed to stress and control to produce concentration of 100μg/mL.The samples were diluted up to the mark with the help of diluent and injected separately into HPLC.
Photodegradation of the drug was also carried out in solution phase.Two solutions with the concentration of 100μg/mL were prepared in 10 mL volumetric flask by using methanol as diluent.One was exposed to ICH dose of light and the other was kept as control.
HPLC studies were carried out individually on all the reaction solutions and then on the mixture of those solution in which the degradation was observed.A duplicate sample of each stress condition was injected into HPLC system along with a separate blank stress sample to achieve an optimum degradation.To accomplish an appropriate separation and to resolve all the polar DPs overlapping/merging,various HPLC trials were conducted.The separation was executed using different proportions of acetonitrile(ACN),methanol(MeOH)and ammonium formate buffer(10 mM)by varying the pH of buffer with formic acid.The detection wavelength,injection volume and flow rate were 235nm,20 μL and 1 mL/min,respectively.
The developed LC method was validated by covering various parameters outlined in the ICH guidelines Q2(R1)[18].The selected validation parameters included linearity,precision(interday and intra-day),accuracy,specificity,and selectivity.
2.5.1.Linearity
Linearity of the method was established by using solutions containing 50–250μg/mL of the drug.Each linearity sample was injected in triplicate into the HPLC column by keeping the injection volume constant.
2.5.2.Precision
A precision study was carried out by injecting the drug with three different concentrations(100,150 and 200 μg/mL)in triplicate into the HPLC on the same day and the next day.The values of standard deviation(SD)and percent relative standard deviation(%RSD)were calculated for both intra-day and inter-day precision.
2.5.3.Accuracy
The accuracy of the method was established by conducting recovery studies of pure drug from degradation samples by standard addition method.The mixtures of stressed samples were spiked with the drug with concentrations of 80,120and 160μg/mL.
2.5.4.Specificity and selectivity
The specificity of the method was investigated through establishment of resolution factor between the drug peak and the nearest resolving peak,and also among other peaks.Selectivity was confirmed through peak purity studies using a PDA detector.A mixture of degradant was produced by mixing an equal amount of solutions generated during different stress conditions and subjected for HPLC analysis.
Mass spectral studies were performed in positive electrospray ionization(ESI)mode in the mass range of 50–1000 Da to establish the fragmentation pattern of the drug.In order to get clear mass spectrum without any background noise,the drug at a concentration of 5μg/mL in methanol:water(50:50,v/v)was directly infused using a syringe pump into the mass spectrometer.The mass parameters were appropriately tuned to get clear molecular ion peak of the drug.High purity nitrogen was used as the nebulizer and auxiliary gas.The drug was further subjected to MS/MS analysis in positive ESI mode to explore the origin of each individual fragment.
The degraded drug samples were subjected to LC–MS/MS analysis in positive ESI mode using the previously developed gradient LC method.A satisfactory separation of degradation products was achieved by using C18column.For structure elucidation of the DPs,the samples with maximum degradation were subjected to LC–MS analysis.The structural identity of each DP was performed with the LC–MS fragmentation analysis.
The drug and all its degradation products were subjected to insilico carcinogenicity and hepatotoxicity predictions by using different models.Carcinogenicity prediction was performed by using Toxicity Prediction by Komputer Assisted Technology(TOPKAT)version 6.2,Lazar Toxicity Prediction software version 1.1.2 building on top of the OpenTox framework and adopting DSSTox database,TOPKAT Extensible built with Bayesian models and partial least square(PLS)technique.Hepatotoxicity prediction was carried out by using Discovery Studio ADMET.The model was developed from available literature data of 382 compounds known to exhibit liver toxicity or trigger dose-related elevated aminotransferase levels in more than 10%of the human population[19].
The chromatogram in Fig.2 reveals the degradation behaviour of acebutolol.A total of four degradation products were generated from the drug(denoted as I-IV according to the elution order in the chromatogram).A major degradation product(DP-I)was formed in both acid and alkaline stress conditions,while the other major degradation product(DP-IV)was generated only in alkaline stress condition.Two minor degradation products,DP-II and DP-III,were formed only in photolytic stress condition.This shows that the acebutolol is photo labile to a certain extent and an indication for the bulk drug substance and generic drug product manufacturers to optimize the critical quality attributes(CQA)to avoid the significant light exposure during the manufacturing process.Apart from the above listed stress conditions the drug was found to be stable in neutral(heating in water),oxidative and thermal stress conditions.
Fig.2.HPLC chromatogram of all the acebutolol products(I-IV)and acebutolol.
Fig.3.Line spectrum of acebutolol obtained in MS study.
As shown in Fig.3,a total of 10 fragments were formed from the drug.Molecular ion fragment of the drug(numbered as 0)had the mass of 337.21,which followed a parallel fragmentation pathway.The two fragments of m/z 116.11 and m/z 319.20 were formed from the drug due to the cleavage of ether linkage of the side chain and loss of hydroxyl group,respectively(Fig.4).Two types of fragment ions can be easily identified in Fig.4,viz.,side chain fragment ions and cyclic structure fragment ions.The fragment with m/z 116.11 on loss of isopropyl resulted in ion with m/z 74.06,in which lone pair of electrons of nitrogen succeeded in cyclic structure(m/z 72.04)formation with the terminal hydroxyl group.In the alternate fragmentation pathway of ion with m/z 116.11,the ions with m/z 98.10 and m/z 56.05 were formed on loss of hydroxyl and isopropyl groups,respectively.In this fragmentation part,the bond cleavages took place between carbon and heteroatom linkages,which are considered to be loose links as compared to C–C bond.On the other hand,the fragment with m/z 319.20 was formed from the drug on loss of hydroxyl group,and then in the subsequent step the fragment with m/z 319.20 underwent cleavage of isopropyl amine and isopropyl entities from the terminal side chain to form a cyclic fragment ion with m/z 260.13 and m/z 277.16,respectively.Finally,the fragment with m/z 260.13 on loss of a propyl group from the side chain led to the ion with m/z 218.08.The interpretation of MS/MS data of fragments of the drug is shown in Table 1,and the complete fragmentation pathway of the drug is shown in Fig.4.
Fig.4.Fragmentation pathway of acebutolol.
Table 1 Interpretation of MS/MS data of fragments of acebutolol.
The mass spectra of all the four degradation products,DP-I-IV,are shown in Fig.5.The experimental masses,best possible molecular formulae,theoretical mass,RDB(ring plus double bonds)and major fragments of all the DPs are listed in Table 2.
Fig.5.Line spectra of degradation products:(A)DP-I,(B)DP-II,(C)DP-III and(D)DP-IV obtained in LC–MS/MS studies.
Table 2 LC–MS/MS data of DPs(I-IV)along with their possible molecular formulae and major fragments.
The identification of all the degradation products was achieved with the help of their fragments obtained in LC–MS/MS studies and comparison with fragmentation pattern of the drug obtained in MS/MS and MSnanalysis.
3.4.1.DP-I(m/z 267.17)
As shown in the mass spectrum of DP-I in Fig.5A,the fragmentation pathway of DP-I was established and the same is shown in Fig.6.The mass spectrum of DP-I revealed the formation of formate ion adduct with m/z 311.08,which had~44 Da mass units higher than DP-I.This adduct was observed in all the DPs and formed due to ammonium formate mobile phase used during HPLC separation studies.In the initial positive ESI LC–MS analysis of DP-I,a total of three fragments were formed viz.,m/z 267.17,231.08 and 116.25,which could not provid sufficient information about the source of fragment ions.Hence,in the subsequent analysis,ion with m/z 267.17 was fragmented in ion trap MS system,which led to the formation of source ions with m/z 249.11,190.10,148.16,116.23 and 98.23.A similar approach was applied to explore the sources of ions for rest of the DPs.The base peak of fragment with m/z 267.17(DP-I)was formed as an amide hydrolysis product with the cleavage of butyraldehyde moiety from the drug.The fragment with m/z 267.17 underwent a loss of water molecule and resulted in the formation of ion with m/z 249.11.This ion(m/z 249.11)underwent a parallel pathway and led to the formation of the other two daughter ions of m/z 231.08 and m/z 116.23 on loss of a water molecule and 1-(3-aminophenyl)ethanone,respectively.The ion with m/z 231.08 on loss of ethenamine(C-N cleavage)resulted in daughter ion with m/z 190.10.This parallel pathway was concluded with the loss of an acetyl moiety from ion with m/z 109.10 and led to the formation of daughter ion with m/z 148.16.Finally loss of water molecule from ion with m/z 116.25 resulted in the formation of ion with m/z 98.23.
3.4.2.DP-II(m/z 319.17)
As per the mass spectrum of DP-II shown in Fig.5B,and its fragmentation pattern depicted in Fig.6,a formation of formate ion adduct with m/z 363.17 was observed which had~44 Da mass units higher than DP-II.Under photolytic conditions as recommended by ICH Q1B,a direct light catalyzed oxidation resulted in loss of a terminal methyl group along with two protons,leading to the formation of DP-II with m/z 319.17.In the subsequent pathway,DP-II resulted in the formation of several daughter ions viz.,m/z 295.17,277.17,266.89,226.79,and 195.08.The few remaining ions viz.,m/z 158.70,91.06 and 69.67 might result from background noise;hence they were not considered in the fragmentation pathway.A loss of propan-2-amine and ethene moiety led to the formation of fragments with m/z 266.89 and m/z 295.17,respectively.The fragment with m/z 295.17 on multiple cleavages viz.,formaldehyde,water molecule and methyl group led to the formation of ion with m/z 195.08.On the other side,fragment with m/z 277.17 was formed on loss of a methyl group and to compensate this loss,lone pair of electrons of nitrogen underwent cyclization with the terminal methyl to form aziridine ring.The fragment with m/z 226.79 was also formed from m/z 295.17 in a two-step process,which involved an initial loss of methyl group followed by cleavage of isopropyl entity.The proposed structures and fragmentation pathways are outlined in Fig.6.
Table 3 Linearity data for acebutolol.
3.4.3.DP-III(m/z 297.17)
The mass spectrum of DP-III shown in Fig.5C,revealed the formation of formate ion adduct with m/z 341.17 which had~44 Da mass units higher than DP-III.A direct cleavage of propyl group from amide side chain of the drug resulted in the formation of enol form of DP-III with m/z 297.17.DP-III on loss of N-methylpropan-2-amine moiety enabled the newly generating fragment to exhibit epoxide ring moiety which was evident in the ion fragment with m/z 224.17,while DP-III on loss of water molecule led to the formation of ion fragment with m/z 279.14.There onwards fragments ion(m/z 279.14)followed a parallel pathway of fragmentation with the loss of isopropyl amino group and 1-(2-hydroxy-5-(methylamino)phenyl)ethanone to form daughter ions with m/z 220.04 and m/z 116.21,respectively.A cleavage of methyl amino group from ion fragment m/z 220.04 resulted in ion with m/z 193.06,while loss of water molecule from m/z 116.21 led to the formation of ion with m/z 98.27.The proposed structures and fragmentation pathways are outlined in Fig.6.
3.4.4.DP-IV(m/z 337.17)
As the line spectra shown in Fig.5D and fragmentation pathway depicted in Fig.6 for DP-IV,DP-IV had the mass similar to the drug(m/z 337.21)along with formate ion adduct of~44 Da that other DPs also showed.Based on the similarity of mass,DP-IV was considered as a structural isomer of acebutolol.The side chain carbonyl oxygen underwent cyclization with adjacent phenyl ring to form DP-IV with m/z 337.17.In the subsequent steps,DP-IV on loss of side chain hydroxyl group resulted in the formation of fragment with m/z 319.17 which in the later step led to the loss of N-isopropylprop-1-en-1-amine and resulted in the formation of another cyclic fragment with m/z 216.14.On the other hand,a cleavage on ether linkage of the side chain and loss of 1-(isopropylamino)propan-2-ol from DP-IV led to the formation of ions with m/z 116.25 and 224.33,respectively.
The drug and all its degradation products were found to show an acceptable separation by using acetonitrile(A)and ammonium formate buffer(B)(10 mM)with the pH 3.5 in a linear gradient mode(Tmin/A:B:T0/5:95;T10/25:75;T30/55:45;T35/5:95).The LC method validation was performed with respect to the parameters such as linearity,precision,accuracy,specificity and selectivity.In linearity studies,the selected drug concentrations showed an appropriate linear response,and the sensitivity of the method viz.,limit of detection(LOD)and limit of quantitation(LOQ),was established from the linearity data.The values of slope and correlation coefficient(r)were 86,347 and 0.998,respectively,whereas the theoretical calculated concentrations for LOD and LOQ were found to be 13.44μg/mL and 40.74μg/mL,respectively.The linearity data obtained for the concentrations from 50μg/mL to 250μg/mL is shown in Table 3.For inter-day and intra-day precision studies,the%RSD values were 0.73%–1.88%and 0.12%–1.03%,respectively.The accuracy study revealed the percent recovery of the spiked drug in the mixture of stressed samples in the range of 101.07%–101.58%with the mean recovery of 101.32%.The three known concentrations of the spiked drug were 80,120 and 160μg/mL.The developed LC method was found to be specific for each peak with respect to peak purity data obtained using a PDA detector.The relative retention time,peak purity,resolution and single point threshold data of drug and DPs are shown in Table 4.The developed method could be applied to other synthetic small molecules having similar physicochemical properties for the assay,identification and characterization of drug substance and degradation products without their isolation from the reaction mixtures.The developed method and the characterization technique are suitable for the quantification and identification of acebutolol bulk drug substance containing the degradants/impurities reported in this article.
Table 4 Method specificity and peak purity data.
The degradation pathway of the drug under various stress conditions is shown in Fig.7.DP-I was formed as an amide hydrolysis product on loss of butyraldehyde moiety from the drug,while DP-II was the product obtained on cleavage of acetyl moiety from the drug.DP-III was formed from the drug on loss of propyl group along with a water molecule and DP-IV was obtained as a dehydration product from the drug.
The carcinogenicity results obtained from TOPKAT,Lazar Toxicity and TOPKAT Extensible model software revealed that the drug(0.967)and DP-I(0.986)were found to be carcinogenic,while DPII to DP-IV were non-carcinogenic.As per TOPKAT model assessment the values below 0.3 indicate non-carcinogen and above 0.7 signify carcinogen,while the values between 0.3 and 0.7 are considered in intermediate zone.All the compounds under investigation(acebutolol and its DPs)were found to be non-carcinogenic(inactive)as per Lazar Toxicity Prediction model and TOPKAT Extensible model.The results obtained in hepatotoxicity study by using Discovery Studio ADMET model revealed that the drug and all DPs were non-toxic.As per Discovery Studio ADMET,the computed probabilities for toxic and non-toxic values were 0.5 or more and 0.5 or less,respectively.But the results obtained for drug(0.490)and DP-IV(0.437)indicated high probability of hepatotoxic potential.The in-silico carcinogenicity and hepatotoxicity results are depicted in Table 5.
Fig.7.Degradation pathway of acebutolol.
Table 5 In-silico carcinogenicity and hepatotoxicity study data of acebutolol and its DPs.
A forced degradation study on acebutolol was performed to determine its labile behaviour under respective stress condition.The drug was labile to acidic,alkaline and photolytic stresses,while it was stable in other neutral,oxidative and thermal conditions.The LC separation studies revealed the formation of four degradation products from the drug.DP-I was formed in acidic and basic conditions and DP-IV was generated only in basic condition.The two remaining minor DPs,DP-II and DP-III,were the products of photolytic degradation.The structures of all these degradants were resolved with the help of MS,MSn,and LC–MS/MS analysis.The complete degradation pathway of the drug was established.The in-silico carcinogenicity study explored the carcinogenic potential of the drug and DP-I,while the values obtained by Discovery Studio software for the drug and DP-IV revealed a high probability of hepatotoxic potential.
Conflicts of interest
The authors declare that there are no conflicts of interest.
Journal of Pharmaceutical Analysis2018年6期