Evaluation of the role of stress in patients with breast cancer and depression by paykel's life event and adaptive neuro‐fuzzy approach
Introduction The aim of this study was to identify and analyze the stress factors and the level of stress a year preceding the onset of breast cancer and depression in the studied female patients. Methods The research in this work was mostly prospectively (clinical and analytical). During the resear...
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| Veröffentlicht in: | Brain and behavior 2020-04, Vol.10 (4), p.e01570-n/a |
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| creator | Cvetković, Jovana Ivanović Kovačevic, Svetlana Cvetkovic, Milan Cvetkovic, Slavica |
| description | Introduction
The aim of this study was to identify and analyze the stress factors and the level of stress a year preceding the onset of breast cancer and depression in the studied female patients.
Methods
The research in this work was mostly prospectively (clinical and analytical). During the research, Scale of Life Events‐Paykel was applied. Stressful life events differed significantly between the groups. In the studied group, the following events were significantly more prevalent: partner infidelity (χ2 = 12.663; p |
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The aim of this study was to identify and analyze the stress factors and the level of stress a year preceding the onset of breast cancer and depression in the studied female patients.
Methods
The research in this work was mostly prospectively (clinical and analytical). During the research, Scale of Life Events‐Paykel was applied. Stressful life events differed significantly between the groups. In the studied group, the following events were significantly more prevalent: partner infidelity (χ2 = 12.663; p < .001), failure at work (χ2 = 44.429; p < .001), and spontaneous abortions or stillbirths (χ2 = 13.818; p < .001).
Results
According to the results of this study, stressful life events differed significantly between the observed groups. These stressful life events had a significant impact on the increase of risk for breast cancer, as well as on depressivity. Afterward, adaptive neuro‐fuzzy inference system was used for prediction of the Paykel's Life Event according to Fisher's exact test.
Conclusion
The obtained results could be of practical usage for improving stress behavior of the patients with breast cancer and depression.
To identify and analyze the stress factors and the level of stress. A year preceding the onset of breast cancer and depression in female patients.</description><identifier>ISSN: 2162-3279</identifier><identifier>EISSN: 2162-3279</identifier><identifier>DOI: 10.1002/brb3.1570</identifier><identifier>PMID: 32101382</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Adaptation, Psychological - physiology ; adaptive neuro‐fuzzy inference system ; Adult ; Breast cancer ; Breast Neoplasms - complications ; Breast Neoplasms - psychology ; Cancer therapies ; Defense mechanisms ; Depression - complications ; Depression - psychology ; depressivity ; Female ; Humans ; Life Change Events ; Marriage ; Mental depression ; Middle Aged ; Miscarriage ; Original Research ; Personal relationships ; prediction ; Stillbirth ; Stress ; Stress, Psychological - complications ; Stress, Psychological - psychology</subject><ispartof>Brain and behavior, 2020-04, Vol.10 (4), p.e01570-n/a</ispartof><rights>2020 The Authors. published by Wiley Periodicals, Inc.</rights><rights>2020 The Authors. Brain and Behavior published by Wiley Periodicals, Inc.</rights><rights>2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c4690-16929551e2b617e8685ae8d012e23d167267a30a30c8047a0a30b9ab1350019e3</cites><orcidid>0000-0002-6827-0125</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7177561/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7177561/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,1417,2102,11562,27924,27925,45574,45575,46052,46476,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32101382$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cvetković, Jovana</creatorcontrib><creatorcontrib>Ivanović Kovačevic, Svetlana</creatorcontrib><creatorcontrib>Cvetkovic, Milan</creatorcontrib><creatorcontrib>Cvetkovic, Slavica</creatorcontrib><title>Evaluation of the role of stress in patients with breast cancer and depression by paykel's life event and adaptive neuro‐fuzzy approach</title><title>Brain and behavior</title><addtitle>Brain Behav</addtitle><description>Introduction
The aim of this study was to identify and analyze the stress factors and the level of stress a year preceding the onset of breast cancer and depression in the studied female patients.
Methods
The research in this work was mostly prospectively (clinical and analytical). During the research, Scale of Life Events‐Paykel was applied. Stressful life events differed significantly between the groups. In the studied group, the following events were significantly more prevalent: partner infidelity (χ2 = 12.663; p < .001), failure at work (χ2 = 44.429; p < .001), and spontaneous abortions or stillbirths (χ2 = 13.818; p < .001).
Results
According to the results of this study, stressful life events differed significantly between the observed groups. These stressful life events had a significant impact on the increase of risk for breast cancer, as well as on depressivity. Afterward, adaptive neuro‐fuzzy inference system was used for prediction of the Paykel's Life Event according to Fisher's exact test.
Conclusion
The obtained results could be of practical usage for improving stress behavior of the patients with breast cancer and depression.
To identify and analyze the stress factors and the level of stress. A year preceding the onset of breast cancer and depression in female patients.</description><subject>Adaptation, Psychological - physiology</subject><subject>adaptive neuro‐fuzzy inference system</subject><subject>Adult</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - complications</subject><subject>Breast Neoplasms - psychology</subject><subject>Cancer therapies</subject><subject>Defense mechanisms</subject><subject>Depression - complications</subject><subject>Depression - psychology</subject><subject>depressivity</subject><subject>Female</subject><subject>Humans</subject><subject>Life Change Events</subject><subject>Marriage</subject><subject>Mental depression</subject><subject>Middle Aged</subject><subject>Miscarriage</subject><subject>Original Research</subject><subject>Personal relationships</subject><subject>prediction</subject><subject>Stillbirth</subject><subject>Stress</subject><subject>Stress, Psychological - complications</subject><subject>Stress, Psychological - psychology</subject><issn>2162-3279</issn><issn>2162-3279</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><sourceid>DOA</sourceid><recordid>eNp1kkFrFTEQgBdRbKk9-Ack4EE9vDaT7Ca7F8GWqoWCIHoOs9nZvjy3mzXZfeX15NWbv9FfYva9WlrBMJAh8-VjEibLngM_As7FcR1qeQSF5o-yfQFKLKTQ1eN7-V52GOOKp1VALnL-NNuTAjjIUuxnP8_W2E04Ot8z37JxSSz4juY8joFiZK5nQ6pTP0Z27cYlqwNhHJnF3lJg2DesoWFGZ0e9SfTmG3WvIutcS4zW6eaWwgaH0a2J9TQF__vHr3a6udkwHIbg0S6fZU9a7CId3u4H2df3Z19OPy4uPn04P313sbC5qvgCVCWqogAStQJNpSoLpLLhIEjIBpQWSqPkKWzJc41zVldYgyw4h4rkQXa-8zYeV2YI7grDxnh0Znvgw6XBMDrbkWmhrHMNpPMUnIraKlnmpABkjhXa5Hq7cw1TfUWNTU8N2D2QPqz0bmku_dpo0LpQkASvbwXBf58ojubKRUtdhz35KRohVQEVl0Ik9OU_6MpPoU9flahKFsko80S92VE2-BgDtXfNADfzvJh5Xsw8L4l9cb_7O_LvdCTgeAdcu442_zeZk88ncqv8A4UJyp8</recordid><startdate>202004</startdate><enddate>202004</enddate><creator>Cvetković, Jovana</creator><creator>Ivanović Kovačevic, Svetlana</creator><creator>Cvetkovic, Milan</creator><creator>Cvetkovic, Slavica</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M2M</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-6827-0125</orcidid></search><sort><creationdate>202004</creationdate><title>Evaluation of the role of stress in patients with breast cancer and depression by paykel's life event and adaptive neuro‐fuzzy approach</title><author>Cvetković, Jovana ; Ivanović Kovačevic, Svetlana ; Cvetkovic, Milan ; Cvetkovic, Slavica</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4690-16929551e2b617e8685ae8d012e23d167267a30a30c8047a0a30b9ab1350019e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adaptation, Psychological - physiology</topic><topic>adaptive neuro‐fuzzy inference system</topic><topic>Adult</topic><topic>Breast cancer</topic><topic>Breast Neoplasms - complications</topic><topic>Breast Neoplasms - psychology</topic><topic>Cancer therapies</topic><topic>Defense mechanisms</topic><topic>Depression - complications</topic><topic>Depression - psychology</topic><topic>depressivity</topic><topic>Female</topic><topic>Humans</topic><topic>Life Change Events</topic><topic>Marriage</topic><topic>Mental depression</topic><topic>Middle Aged</topic><topic>Miscarriage</topic><topic>Original Research</topic><topic>Personal relationships</topic><topic>prediction</topic><topic>Stillbirth</topic><topic>Stress</topic><topic>Stress, Psychological - complications</topic><topic>Stress, Psychological - psychology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cvetković, Jovana</creatorcontrib><creatorcontrib>Ivanović Kovačevic, Svetlana</creatorcontrib><creatorcontrib>Cvetkovic, Milan</creatorcontrib><creatorcontrib>Cvetkovic, Slavica</creatorcontrib><collection>Wiley-Blackwell Open Access Titles</collection><collection>Wiley Free Content</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Psychology Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Brain and behavior</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cvetković, Jovana</au><au>Ivanović Kovačevic, Svetlana</au><au>Cvetkovic, Milan</au><au>Cvetkovic, Slavica</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of the role of stress in patients with breast cancer and depression by paykel's life event and adaptive neuro‐fuzzy approach</atitle><jtitle>Brain and behavior</jtitle><addtitle>Brain Behav</addtitle><date>2020-04</date><risdate>2020</risdate><volume>10</volume><issue>4</issue><spage>e01570</spage><epage>n/a</epage><pages>e01570-n/a</pages><issn>2162-3279</issn><eissn>2162-3279</eissn><abstract>Introduction
The aim of this study was to identify and analyze the stress factors and the level of stress a year preceding the onset of breast cancer and depression in the studied female patients.
Methods
The research in this work was mostly prospectively (clinical and analytical). During the research, Scale of Life Events‐Paykel was applied. Stressful life events differed significantly between the groups. In the studied group, the following events were significantly more prevalent: partner infidelity (χ2 = 12.663; p < .001), failure at work (χ2 = 44.429; p < .001), and spontaneous abortions or stillbirths (χ2 = 13.818; p < .001).
Results
According to the results of this study, stressful life events differed significantly between the observed groups. These stressful life events had a significant impact on the increase of risk for breast cancer, as well as on depressivity. Afterward, adaptive neuro‐fuzzy inference system was used for prediction of the Paykel's Life Event according to Fisher's exact test.
Conclusion
The obtained results could be of practical usage for improving stress behavior of the patients with breast cancer and depression.
To identify and analyze the stress factors and the level of stress. A year preceding the onset of breast cancer and depression in female patients.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>32101382</pmid><doi>10.1002/brb3.1570</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-6827-0125</orcidid><oa>free_for_read</oa></addata></record> |
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| subjects | Adaptation, Psychological - physiology adaptive neuro‐fuzzy inference system Adult Breast cancer Breast Neoplasms - complications Breast Neoplasms - psychology Cancer therapies Defense mechanisms Depression - complications Depression - psychology depressivity Female Humans Life Change Events Marriage Mental depression Middle Aged Miscarriage Original Research Personal relationships prediction Stillbirth Stress Stress, Psychological - complications Stress, Psychological - psychology |
| title | Evaluation of the role of stress in patients with breast cancer and depression by paykel's life event and adaptive neuro‐fuzzy approach |
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