{"title":"Application of Neural Networks to the Classification of Pancreatic Intraductal Proliferative Lesions","authors":"K. Okoń, R. Tomaszewska, K. Nowak, J. Stachura","doi":"10.1155/2001/657268","DOIUrl":"https://doi.org/10.1155/2001/657268","url":null,"abstract":"The aim of the study was to test applycability of neural networks to classification of pancreatic intraductal proliferative lesions basing on nuclear features, especially chromatin texture. Material for the study was obtained from patients operated on for pancreatic cancer, chronic pancreatitis and other tumours requiring pancreatic resection. Intraductal lesions were classified as low and high grade as previously described. The image analysis system consisted of a microscope, CCD camera combined with a PC and AnalySIS v. 2.11 software. The following texture characteristics were measured: variance of grey levels, features extracted from the grey levels correlation matrix and mean values, variance and standard deviation of the energy obtained from Laws matrices. Furthermore we used moments derived invariants and basic geometric data such as surface area, the minimum and maximum diameter and shape factor. The sets of data were randomly divided into training and testing groups. The training of the network using the back‐propagation algorithm, and the final classification of data was carried out with a neural network simulator SNNS v. 4.1. We studied the efficacy of networks containing from one to three hidden layers. Using the best network, containing three hidden layers, the rate of correct classification of nuclei was 73%, and the rate of misdiagnosis was 3%; in 24% the network response was ambiguous. The present findings may serve as a starting point in search for methods facilitating early diagnosis of ductal pancreatic carcinoma.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"97 1","pages":"129 - 136"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86992082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
T. Remmerbach, H. Weidenbach, N. Pomjanski, K. Knops, S. Mathes, A. Hemprich, A. Böcking
{"title":"Cytologic and DNA-Cytometric Early Diagnosis of Oral Cancer","authors":"T. Remmerbach, H. Weidenbach, N. Pomjanski, K. Knops, S. Mathes, A. Hemprich, A. Böcking","doi":"10.1155/2001/807358","DOIUrl":"https://doi.org/10.1155/2001/807358","url":null,"abstract":"Objective. The aim of this prospective study was to report on the diagnostic accuracy of conventional oral exfoliative cytology taken from white‐spotted, ulcerated or other suspicious oral lesions in our clinic. In addition we checked DNA‐image cytometry as an adjuvant diagnostic tool. Our hypothesis is that DNA‐aneuploidy is a sensitive and specific marker for the early identification of tumor cells in oral brushings. Study design. 251 cytological diagnoses obtained from exfoliative smears of 181 patients from macroscopically suspicious lesions of the oral mucosa and from clinically seemingly benign oral lesions which were exisiced for establishing histological diagnoses were compared with histological and/or clinical follow‐ups of the respective patients. Additionally nuclear DNA‐contents were measured after Feulgen restaining using a TV image analysis system. Results. Sensitivity of our cytological diagnosis on oral smears for the detection of cancer cells was 94.6%, specificity 99.5%, positive predictive value 98.1% and negative predictive value 98.5%. DNA‐aneuploidy was assumed if abnormal DNA‐stemlines or cells with DNA‐content greater 9c were observed. On this basis the prevalence of DNA‐aneuploidy in smears of oral squamous cell carcinomas in situ or invasive carcinomas was 96.4%. Sensitivity of DNA‐aneuploidy in oral smears for the detection of cancer cells was 96.4%, specificity 100%, positive predictive value 100% and negative 99.0%. The combination of both techniques increased the sensivity to 98.2%, specificity to 100%, positive predictive value to 100% and negative to 99.5%. Conclusions. Brush cytology of all visible oral lesions, if they are clinically considered as suspicious for cancer, are an easily practicable, cheap, non‐invasive, painless, safe and accurate screening method for detection of oral precancerous lesions, carcinoma in situ or invasive squamous cell carcinoma in all stages. We conclude that DNA‐image cytometry is a very sensitive, highly specific and objective adjuvant tool for the early identification of neoplastic epithelial cells in oral smears.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"27 1","pages":"211 - 221"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85040860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Larsen, A. M. Ottesen, M. Kirchhoff, C. Lundsteen, J. Larsen
{"title":"High Resolution Comparative Genomic Hybridization Detects 7–8 Megabasepair Deletion in PCR Amplified DNA1","authors":"J. Larsen, A. M. Ottesen, M. Kirchhoff, C. Lundsteen, J. Larsen","doi":"10.1155/2001/301570","DOIUrl":"https://doi.org/10.1155/2001/301570","url":null,"abstract":"We investigated if any change in spatial resolution of comparative genomic hybridization analysis could be detected when using DNA amplified by degenerate oligonucleotide primed PCR (DOP‐PCR) as opposed to the use of unamplified DNA. Five DNA samples from B‐cell leukemias with small 11q deletions were amplified by DOP‐PCR and analysed by means of high resolution comparative genomic hybridization (HR‐CGH) for the evaluation of aberration size detection limit. By means of HR‐CGH, we found the detection limit of DOP‐PCR CGH for deletions to be between 3 Mbp and 7–8 Mbp.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"52 1","pages":"61 - 64"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75405583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
U. Gustafsson, C. Einarsson, L. Eriksson, V. Gadaleanu, S. Sahlin, B. Tribukait
{"title":"DNA Ploidy and S-Phase Fraction in Carcinoma of the Gallbladder Related to Histopathology, Number of Gallstones and Survival 1","authors":"U. Gustafsson, C. Einarsson, L. Eriksson, V. Gadaleanu, S. Sahlin, B. Tribukait","doi":"10.1155/2001/469630","DOIUrl":"https://doi.org/10.1155/2001/469630","url":null,"abstract":"Gallstones are a risk factor for the development of gallbladder cancer. We studied DNA ploidy and cell cycle composition by flow cytometry in archival specimens from 52 gall bladder carcinomas in relation to histopathological grade, tumour stage, gallstone number and survival. 69% of the gallbladder carcinomas showed aneuploidy. All tumours with single stones (N=11) were aneuploid while only 61% of tumours with multiple stones (N=41) were aneuploid (p=0.002). DNA aneuploidy was related to increase in T‐category (p=0.01), grade (p=0.02), and nuclear pleomorphism (p=0.0005). The distribution of DNA ploidy shifted from tetraploid in low stage towards triploid positions in high stage tumours (p=0.02) combined with higher S‐phase values in triploid tumours (p=0.05). S‐phase fraction increased during development from normal tissue to dysplasia, cancer in situ and cancer in diploid cases (p=0.0002), and further at the change from diploid to aneuploid (p=0.004). At a median cancer specific survival time of four months patients with diploid tumours had a better survival than those with aneuploid tumours (p=0.02). In multivariate analysis of the tumour characteristic, only T‐category and tumour grade were independent prognostic factors. The shift from diploid to aneuploid and the further shift of ploidy within aneuploid tumours are in agreement with the concept of a clonal development of gallbladder cancer. These changes are combined with a stepwise increase in the fraction of S‐phase cells. Low frequency of symptoms in single stone patients may be the reason for detection of malignancy at a late stage of tumour development.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"15 1","pages":"143 - 152"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74209075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Haiyan Dai, R. Holm, G. Kristensen, V. Abeler, A. Børresen-Dale, Å. Helland
{"title":"Fibroblast Growth Factor Receptor 3 (FGFR3)–Analyses of the S249C Mutation and Protein Expression in Primary Cervical Carcinomas","authors":"Haiyan Dai, R. Holm, G. Kristensen, V. Abeler, A. Børresen-Dale, Å. Helland","doi":"10.1155/2001/521873","DOIUrl":"https://doi.org/10.1155/2001/521873","url":null,"abstract":"Fibroblast growth factor receptor 3 (FGFR3) seems to play an inhibitory role in bone development, as activating mutations in the gene underlie disorders such as achondroplasia and thanatophoric dysplasia. Findings from multiple myeloma (MM) indicate that FGFR3 also can act as an oncogene, and mutation of codon 249 in the fibroblast growth factor receptor 3 (FGFR3) gene was recently detected in 3/12 primary cervical carcinomas. We have analysed 91 cervical carcinomas for this specific S249C mutation using amplification created restriction site methodology (ACRS), and detected no mutations. Immunohistochemistry was performed on 73 of the tumours. Reduced protein staining was seen in 43 (58.8%) samples. Six of the tumours (8.2%) revealed increased protein staining compared with normal cervical tissue. These patients had a better prognosis than those with reduced or normal levels, although not statistically significant. This report weakens the hypothesis of FGFR3 as an oncogene of importance in cervical carcinomas.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"96 1","pages":"45 - 49"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80228296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Menschikowski, M. Vogel, R. Eckey, G. Dinnebier, W. Jaross
{"title":"In Situ Reverse Transcriptase-Nested Polymerase Chain Reaction to Identify Intracellular Nucleic Acids without the Necessity of Dnase Pretreatment and Hybridisation","authors":"M. Menschikowski, M. Vogel, R. Eckey, G. Dinnebier, W. Jaross","doi":"10.1155/2001/654016","DOIUrl":"https://doi.org/10.1155/2001/654016","url":null,"abstract":"In the present study a protocol of in situ reverse transcriptase‐nested polymerase chain reaction (in situ RT‐nested PCR) was examined based on the following modifications. (i) To exclude false positive signals caused by “DNA repair mechanisms” and “endogenous priming”, a two‐step PCR was applied after reverse transcription. The first step was performed in the presence of extrinsic primers and unlabeled nucleotides with a maximum of PCR cycles possible without destroying the cell morphology. The second step consisted of only one annealing/elongation reaction, the target sequence marked by addition of digoxigenin‐labeled nucleotides and intrinsic primers. (ii) In order to prevent amplifications of genomic DNA nested primer pairs were applied crossing intron sequences. (iii) To minimize the diffusion of PCR products in cells, the extrinsic primers were extended with complementary 5′‐tails. This approach results in the generation of high molecular weight concatamers during PCR cycles. By applying this protocol, immunostainings specific for phospholipase A2 of type IIA mRNA were exclusively detectable in the cytoplasm of HepG2 hepatoma cells, which were used as a model system, whereas the nuclei were unstained. Multiple control experiments yielded completely negative results. These data suggest that the in situ RT‐nested PCR, which in comparison to the method of in situ RT‐PCR‐in situ‐hybridisation is simpler and less time‐consuming, can be used as an alternative approach to identify intracellular nucleic acids.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"07 1","pages":"151 - 158"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86007387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"7th Congress of the European Society for Analytical Cellular Pathology, Caen, France, 1–5 April 2001","authors":"M. Ormerod","doi":"10.1155/2001/251437","DOIUrl":"https://doi.org/10.1155/2001/251437","url":null,"abstract":"One of the attractions of a career in science is the opportunity to make friends with people across the globe. A parallel advantage is the opportunity to visit attractive cities in a variety of countries. Sometimes, the science is an added bonus! Caen, in Normandy, combined all three – good science , good company and excellent sightseeing. Although 70% of the city was unfortunately destroyed during the Second World War, much was preserved or has now been restored. This is the city of William the Conqueror who was buried here in the abbey he founded, L'Abbaye aux Hommes. The remains of his castle are opposite the University and the venue for the 7th ESACP Conference. The bottle of cider on the lunch timetable reminded me that I was truly in the heart of Normandy. However , the organisers ensured that we had time to appreciate some of the other delights of the region. We were welcomed to Caen by the Mayor at a reception in the second large abbey, L'Abbaye aux Dames, founded by William's wife, Mathilde, in 1067. On the penultimate day, a coach tour of the Fleurie Coast visited Honfleur and Deauville. We finished the tour in Beuvron-en-Auge, a typical Norman village in the \" Pays d'Auge \" , at a converted manor, 'Haras de Sens'. Alfred Böck-ing gave the Distinguished Ploem Lecture entitled 'To-wards a non-invasive, objective single cell cancer diag-nosis'. Haras de Sens is famous for its horses trained for dressage. An exhibition of these skills accompanied by a local brass band was followed by an excellent meal, introducing us to some of the regional cuisine. There was also some first class science. I will not give you a blow by blow account of the lectures – you can read the abstracts in an earlier volume of this journal. The highlight of the plenary sessions was probably Oli Kallioniemi's lecture on 'Tissue Microarray (\" tissue chip \") Technology for high-throughput molecular profiling of cancer'. In the parallel sessions, it was heartening to hear so many good papers from younger scientists. The Organ-isers had underlined the importance of youth by devoting a large part of the available funds to the sponsorship of students. The poster that did not win a prize but drew the most attention was an evaluation of the biological safety of condoms by Pretorius et al. tested on in vitro cultures. While spermicides had …","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"47 1","pages":"179 - 179"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80731075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
K. Jee, Young Tak Kim, Kyu Rae Kim, Y. Aalto, S. Knuutila
{"title":"Amplification at 9p in Cervical Carcinoma by Comparative Genomic Hybridization","authors":"K. Jee, Young Tak Kim, Kyu Rae Kim, Y. Aalto, S. Knuutila","doi":"10.1155/2001/174645","DOIUrl":"https://doi.org/10.1155/2001/174645","url":null,"abstract":"DNA copy number changes were studied by comparative genomic hybridization on 10 tumor specimens of squamous cell carcinoma of cervix obtained from Korean patients. DNA was extracted from paraffin‐embedded sections after removal of non‐malignant cells by microdissection technique. Copy number changes were found in 8/10 tumors. The most frequent changes were chromosome 19 gains (n=6) and losses on chromosomes 4 (n=4), 5 (n=3), and 3p (n=3). A novel finding was amplification in chromosome arm 9p21‐pter in 2 cases. Gains in 1, 3q, 5p, 6p, 8q, 16p, 17, and 20q and losses at 2q, 6q, 8p, 9q, 10p, 11, 13, 16q, and 18q were observed in at least one of the cases.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"34 1","pages":"159 - 163"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79154672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
O. Cartsburg, C. Kallen, J. Hillenkamp, R. Sundmacher, N. Pomjanski, A. Böcking
{"title":"Topical Mitomycin C and Radiation Induce Conjunctival DNA-Polyploidy","authors":"O. Cartsburg, C. Kallen, J. Hillenkamp, R. Sundmacher, N. Pomjanski, A. Böcking","doi":"10.1155/2001/961735","DOIUrl":"https://doi.org/10.1155/2001/961735","url":null,"abstract":"Introduction: Atypical cell changes often occur following treatment of premalignant or malignant conjunctival neoplasias with topical mitomycin C (MMC) and/or radiation. These reactive, non‐neoplastic alterations of the conjunctival epithelium can be a differential diagnostic problem. Our aim was to investigate changes in the nuclear DNA‐distribution of conjunctival epithelial cells after MMC‐ and radiation therapy by DNA‐image‐cytometry. Methods: Conjunctival brush smears were obtained from 13 patients (13 eyes) with squamous cell carcinomas and six patients (6 eyes) with conjunctival malignant melanomas in situ before, during and after treatment. The patients were treated with MMC‐drops (0.02% or 0.04%) alone (n=12), with radiation therapy (n=3) or both (n=4). At first, the obtained brush smears were evaluated by cytology. Secondly, after Feulgen restaining, the DNA content of reactively changed cells was determined using the AutoCyte‐QUIC‐DNA® workstation. Results: We observed euploid DNA‐polyploidy and cytomorphological changes in all patients (19/19). We considered these alterations as reactive to treatment. Four patients showed their greatest DNA‐stemline at 4c and 15 patients at 8c. This effect was observed during and following MMC‐drops and/or radiation and remained stable in 94% of all patients after a mean follow‐up of 22.5 months (SD 15.4). In five cases image cytometry additionally demonstrated DNA‐stemline aneuploidy as an evidence of tumor recurrence. Conclusion: Measurements of DNA‐content revealed euploid polyploidisation of morphological suspicious but benign squamous cells which is the biologic correlate of well known secondary morphologic changes following topical chemotherapy and/or radiation. DNA‐image‐cytometry is a useful tool in the differention of euploid polyploidization as a sign of reactive cell changes following treatment and tumor recurrences.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"602 1","pages":"65 - 74"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86669261","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. G. García Vela, I. Delgado, R. Bornstein, B. Alvarez, M. C. Auray, I. Martín, F. Oña, F. Gilsanz, J. Antônio, García Vela
{"title":"Comparative Intracellular Cytokine Production by In Vitro Stimulated T Lymphocytes from Human Umbilical Cord Blood (HUCB) and Adult Peripheral Blood (APB)","authors":"J. G. García Vela, I. Delgado, R. Bornstein, B. Alvarez, M. C. Auray, I. Martín, F. Oña, F. Gilsanz, J. Antônio, García Vela","doi":"10.1155/2000/572952","DOIUrl":"https://doi.org/10.1155/2000/572952","url":null,"abstract":"To date over 400 HUCB transplants have been reported from different centers. It has been suggested that there is a reduced graft‐versus‐host‐disease (GVHD) with HUCB compared to bone marrow transplantation. Since cytokine production by a cell is an indication of the cells function it is important to determinate the differences between APB and HUCB with respect to production of these soluble factors. Our aim was to analyse the intracellular cytokine production by HUCB and APB T lymphocytes with and emphasize on their possible role in GVHD. Heparinized HUCB samples from 8 normal full‐term deliveries and 10 normal blood donors were stimulated 4 hours at 37∘C and 5% CO2 with phorbol 12‐myristate 13‐acetate (PMA) and Ionomycin in the presence of brefeldine. Afterwards cells were stained with CD3, CD4 or CD8 in different combinations. Finally, after cell permeabilization, cells were stained with Il‐2, Il‐4 or IFN‐γ. Data acquisition was performed on a FACScan flow cytometer. Compared to APB, HUCB T lymphocytes produced less Il‐2, Il‐4 and IFN‐γ. In HUCB, Il‐2, Il‐4 and IFN‐γ were produced predominantly by CD4+ T cells. In APB, Il‐2 and Il‐4 were also produced predominantly by CD4+ cells compared with CD8+ T lymphocytes, however, IFN‐γ was produced by both CD4+ and CD8+ T cells. These results indicate that there are clear differences in the cytokine profile between T cells in APB and HUCB.","PeriodicalId":76996,"journal":{"name":"Analytical cellular pathology : the journal of the European Society for Analytical Cellular Pathology","volume":"25 1","pages":"93 - 98"},"PeriodicalIF":0.0,"publicationDate":"2000-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75687510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}