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如何从efetch(Biopython,Entrez)中提取摘要?

2019-10-27 06:56:25  阅读:302  来源: 互联网

标签:biopython python pubmed


我是python的新手,并希望使用bio软件包中的entrez系统从pubmed中提取摘要.
我得到了电子搜索,以提供我的UID(存储在my_list_ges中),也可以使用efetch下载条目.
但是现在,结果是字典列表,条目看起来像字典,但我无法访问它们:

Entrez.email= "my-email@provider.sth"
handle=Entrez.efetch(db="pubmed",id=my_list_ges[0],rettype="null",retmode="xml")
record = Entrez.read(handle)
abstract=record["Abstract"]
handle.close()

结果是TypeError:

TypeError: list indices must be integers, not str 

当尝试从第一条记录中检索“摘要”时,出现了KeyError:

>>> record[0]["Abstract"]
KeyError: 'Abstract'

这很奇怪,因为在电子搜索的结果中,我可以通过字典轻松访问我的UID

record [0]的结构为:

{u'MedlineCitation': DictElement({
        u'OtherID': [],
        u'OtherAbstract': [],
        u'CitationSubset': ['IM'],
        u'KeywordList': [],
        u'DateCreated': {u'Month': '03', u'Day': '17', u'Year': '2016'},
        u'SpaceFlightMission': [],
        u'GeneralNote': [],
        u'Article':
        DictElement({
            u'ArticleDate': [
                DictElement({u'Month': '03', u'Day': '16', u'Year': '2016'}, attributes={u'DateType': u'Electronic'})],
           u'Pagination': {u'MedlinePgn': 'e0151666'},
           u'AuthorList': ListElement([
            DictElement({
                u'LastName': "O'Neill",
                u'Initials': 'KE',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}], 
                u'ForeName': 'Kathy E'
                }, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Bredenkamp',
                u'Initials': 'N', u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'Nicholas'}, attributes={u'ValidYN': u'Y'}), 
            DictElement({
                u'LastName': 'Tischner',
                u'Initials': 'C',
                u'Identifier': [], 
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'Christin'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Vaidya',
                u'Initials': 'HJ',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'Harsh J'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Stenhouse',
                u'Initials': 'FH',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}], u'ForeName': 'Frances H'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Peddie',
                u'Initials': 'CD',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'C Diana'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Nowell',
                u'Initials': 'CS',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'Craig S'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Gaskell', 
                u'Initials': 'T', 
                u'Identifier': [], 
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}],
                u'ForeName': 'Terri'}, attributes={u'ValidYN': u'Y'}),
            DictElement({
                u'LastName': 'Blackburn',
                u'Initials': 'CC',
                u'Identifier': [],
                u'AffiliationInfo': [{
                    u'Affiliation': 'MRC Centre for Regenerative Medicine, Institute for Stem Cell Research, School of Biological Sciences, University of Edinburgh, SCRM Building, 5 Little France Drive, Edinburgh, EH16 4UU, UK.',
                    u'Identifier': []}], u'ForeName': 'C Clare'}, attributes={u'ValidYN': u'Y'})],
            attributes={u'Type': u'authors', u'CompleteYN': u'Y'}),
        u'Language': ['eng'],
        u'PublicationTypeList': [StringElement('Journal Article', attributes={u'UI': u'D016428'})],
        u'Journal': {
            u'ISSN': StringElement('1932-6203', attributes={u'IssnType': u'Electronic'}),
            u'ISOAbbreviation': 'PLoS ONE',
            u'JournalIssue': DictElement({
                u'Volume': '11',
                u'Issue': '3',
                u'PubDate': {u'Year': '2016'}}, attributes={u'CitedMedium': u'Internet'}),
            u'Title': 'PloS one'},
        u'ArticleTitle': 'Foxn1 Is Dynamically Regulated in Thymic Epithelial Cells during Embryogenesis and at the Onset of Thymic Involution.',
        u'ELocationID': [StringElement('10.1371/journal.pone.0151666', attributes={u'ValidYN': u'Y', u'EIdType': u'doi'})],
        u'Abstract': {u'AbstractText': ['--Unnecessarily long abstract removed --']}}, attributes={u'PubModel': u'Electronic-eCollection'}),
        u'PMID': StringElement('26983083', attributes={u'Version': u'1'}),
        u'MedlineJournalInfo': {
            u'MedlineTA': 'PLoS One',
            u'Country': 'United States',
            u'NlmUniqueID': '101285081',
            u'ISSNLinking': '1932-6203'}}, attributes={u'Owner': u'NLM', u'Status': u'In-Data-Review'}),
 u'PubmedData': {
    u'ArticleIdList': [
        StringElement('10.1371/journal.pone.0151666', attributes={u'IdType': u'doi'}),
        StringElement('PONE-D-15-47173', attributes={u'IdType': u'pii'}),
        StringElement('26983083', attributes={u'IdType': u'pubmed'})],
    u'PublicationStatus': 'epublish',
    u'History': [
        DictElement({u'Month': '', u'Day': '', u'Year': '2016'}, attributes={u'PubStatus': u'ecollection'}),
        DictElement({u'Month': '10', u'Day': '28', u'Year': '2015'}, attributes={u'PubStatus': u'received'}),
        DictElement({u'Month': '3', u'Day': '2', u'Year': '2016'}, attributes={u'PubStatus': u'accepted'}),
        DictElement({u'Month': '3', u'Day': '16', u'Year': '2016'}, attributes={u'PubStatus': u'epublish'}),
        DictElement({u'Minute': '0', u'Month': '3', u'Day': '17', u'Hour': '6', u'Year': '2016'}, attributes={u'PubStatus': u'entrez'}),
        DictElement({u'Minute': '0', u'Month': '3', u'Day': '18', u'Hour': '6', u'Year': '2016'}, attributes={u'PubStatus': u'pubmed'}),
        DictElement({u'Minute': '0', u'Month': '3', u'Day': '18', u'Hour': '6', u'Year': '2016'}, attributes={u'PubStatus': u'medline'})]}
}

解决方法:

我对这种情况下要做的“正确的”事情不甚了解(不熟悉biopython),但是由于出现“ Abstract”键嵌套在“ MedlineCitation”字典中而导致出现KeyError的原因:

record[0]['MedlineCitation']['Article']['Abstract']

应该给你这样的东西:

{'AbstractText': ['--Unnecessarily long abstract removed --']}

标签:biopython,python,pubmed
来源: https://codeday.me/bug/20191027/1942781.html

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