Detectable Symptomatology Preceding the Diagnosis of Pancreatic Cancer and Absolute Risk of Pancreatic Cancer Diagnosis
The survival duration for pancreatic cancer is short. Given its low lifetime risk (1.5%), established factors for the disease have insufficient specificity to identify individuals at high risk of nonfamilial cancer, and prediagnostic signs and symptoms are vague and not limited to pancreatic causes....
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Veröffentlicht in: | American journal of epidemiology 2015-07, Vol.182 (1), p.26-34 |
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description | The survival duration for pancreatic cancer is short. Given its low lifetime risk (1.5%), established factors for the disease have insufficient specificity to identify individuals at high risk of nonfamilial cancer, and prediagnostic signs and symptoms are vague and not limited to pancreatic causes. We considered whether statistical models that incorporated both risk factors and prediagnosis symptomatology could improve prediction enough to provide practical risk estimates. We combined US Surveillance Epidemiology and End Results (SEER) incidence data from 2008 to 2010 with regression models from representative case-control data from Connecticut (2005-2009) to estimate age- and sex-specific 5-year absolute risks of pancreatic cancer diagnosis. Our risk model included current cigarette smoking (adjusted odds ratio (OR) = 3.3, 95% confidence interval (CI): 2.1, 5.0), current use of proton pump-inhibitor antiheartburn medications (OR = 6.2, 95% CI: 1.7, 23), recent diagnosis of diabetes mellitus (OR = 4.8, 95% CI: 2.2, 11), recent diagnosis of pancreatitis (OR = 19, 95% CI: 3.1, 120), Jewish ancestry (OR = 1.8, 95% CI: 1.1, 3.1), and ABO blood group other than O (OR = 1.3, 95% CI: 1.0, 1.8). In total, 0.87% of controls with combinations of these factors had estimated 5-year absolute risks greater than 5%, and for some, the risks reached more than 10%. Combining risk factors for pancreatic cancer with detectable prediagnostic symptomatology can allow investigators to begin to identify small segments of the population with risks sufficiently high enough to make screening efforts among them potentially useful. |
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Given its low lifetime risk (1.5%), established factors for the disease have insufficient specificity to identify individuals at high risk of nonfamilial cancer, and prediagnostic signs and symptoms are vague and not limited to pancreatic causes. We considered whether statistical models that incorporated both risk factors and prediagnosis symptomatology could improve prediction enough to provide practical risk estimates. We combined US Surveillance Epidemiology and End Results (SEER) incidence data from 2008 to 2010 with regression models from representative case-control data from Connecticut (2005-2009) to estimate age- and sex-specific 5-year absolute risks of pancreatic cancer diagnosis. Our risk model included current cigarette smoking (adjusted odds ratio (OR) = 3.3, 95% confidence interval (CI): 2.1, 5.0), current use of proton pump-inhibitor antiheartburn medications (OR = 6.2, 95% CI: 1.7, 23), recent diagnosis of diabetes mellitus (OR = 4.8, 95% CI: 2.2, 11), recent diagnosis of pancreatitis (OR = 19, 95% CI: 3.1, 120), Jewish ancestry (OR = 1.8, 95% CI: 1.1, 3.1), and ABO blood group other than O (OR = 1.3, 95% CI: 1.0, 1.8). In total, 0.87% of controls with combinations of these factors had estimated 5-year absolute risks greater than 5%, and for some, the risks reached more than 10%. Combining risk factors for pancreatic cancer with detectable prediagnostic symptomatology can allow investigators to begin to identify small segments of the population with risks sufficiently high enough to make screening efforts among them potentially useful.</description><identifier>ISSN: 0002-9262</identifier><identifier>EISSN: 1476-6256</identifier><identifier>DOI: 10.1093/aje/kwv026</identifier><identifier>PMID: 26049860</identifier><language>eng</language><publisher>United States: Oxford Publishing Limited (England)</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Carcinoma - diagnosis ; Carcinoma - epidemiology ; Case-Control Studies ; Connecticut - epidemiology ; Epidemiology ; Humans ; Mathematical models ; Medical diagnosis ; Middle Aged ; Models, Statistical ; Original Contributions ; Pancreatic cancer ; Pancreatic Neoplasms - diagnosis ; Pancreatic Neoplasms - epidemiology ; Risk Assessment ; Risk factors ; SEER Program</subject><ispartof>American journal of epidemiology, 2015-07, Vol.182 (1), p.26-34</ispartof><rights>The Author 2015. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>Copyright Oxford Publishing Limited(England) Jul 1, 2015</rights><rights>The Author 2015. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com. 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c472t-be67742d698f475e0d7631f15877da916d6e46790c598b4ef93802a8af3bd93b3</citedby><cites>FETCH-LOGICAL-c472t-be67742d698f475e0d7631f15877da916d6e46790c598b4ef93802a8af3bd93b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26049860$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Risch, Harvey A</creatorcontrib><creatorcontrib>Yu, Herbert</creatorcontrib><creatorcontrib>Lu, Lingeng</creatorcontrib><creatorcontrib>Kidd, Mark S</creatorcontrib><title>Detectable Symptomatology Preceding the Diagnosis of Pancreatic Cancer and Absolute Risk of Pancreatic Cancer Diagnosis</title><title>American journal of epidemiology</title><addtitle>Am J Epidemiol</addtitle><description>The survival duration for pancreatic cancer is short. Given its low lifetime risk (1.5%), established factors for the disease have insufficient specificity to identify individuals at high risk of nonfamilial cancer, and prediagnostic signs and symptoms are vague and not limited to pancreatic causes. We considered whether statistical models that incorporated both risk factors and prediagnosis symptomatology could improve prediction enough to provide practical risk estimates. We combined US Surveillance Epidemiology and End Results (SEER) incidence data from 2008 to 2010 with regression models from representative case-control data from Connecticut (2005-2009) to estimate age- and sex-specific 5-year absolute risks of pancreatic cancer diagnosis. Our risk model included current cigarette smoking (adjusted odds ratio (OR) = 3.3, 95% confidence interval (CI): 2.1, 5.0), current use of proton pump-inhibitor antiheartburn medications (OR = 6.2, 95% CI: 1.7, 23), recent diagnosis of diabetes mellitus (OR = 4.8, 95% CI: 2.2, 11), recent diagnosis of pancreatitis (OR = 19, 95% CI: 3.1, 120), Jewish ancestry (OR = 1.8, 95% CI: 1.1, 3.1), and ABO blood group other than O (OR = 1.3, 95% CI: 1.0, 1.8). In total, 0.87% of controls with combinations of these factors had estimated 5-year absolute risks greater than 5%, and for some, the risks reached more than 10%. Combining risk factors for pancreatic cancer with detectable prediagnostic symptomatology can allow investigators to begin to identify small segments of the population with risks sufficiently high enough to make screening efforts among them potentially useful.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Carcinoma - diagnosis</subject><subject>Carcinoma - epidemiology</subject><subject>Case-Control Studies</subject><subject>Connecticut - epidemiology</subject><subject>Epidemiology</subject><subject>Humans</subject><subject>Mathematical models</subject><subject>Medical diagnosis</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Original Contributions</subject><subject>Pancreatic cancer</subject><subject>Pancreatic Neoplasms - diagnosis</subject><subject>Pancreatic Neoplasms - epidemiology</subject><subject>Risk Assessment</subject><subject>Risk factors</subject><subject>SEER Program</subject><issn>0002-9262</issn><issn>1476-6256</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNptkV1LHDEUhoO06Fa98QeUQG9KYWqSySSTm4Ks_QJB0XodMpkza9aZyZpklP33zbJ2qeJVDuTh4T3nReiEkq-UqPLULOH0_umRMLGHZpRLUQhWiXdoRghhhWKCHaAPMS4JoVRVZB8dMEG4qgWZoadzSGCTaXrAN-thlfxgku_9Yo2vAlho3bjA6Q7wuTOL0UcXse_wlRltAJOcxfM8QsBmbPFZE30_JcDXLt6_je0sR-h9Z_oIx8_vIbr98f3P_Fdxcfnz9_zsorBcslQ0IKTkrBWq7risgLRSlLSjVS1laxQVrQAupCK2UnXDoVNlTZipTVc2rSqb8hB923pXUzNAa2FMwfR6Fdxgwlp74_TLn9Hd6YV_1JxLRWmVBZ-fBcE_TBCTHly00PdmBD9FTUVOkS8rNuinV-jST2HM622okmVOiEx92VI2-BgDdLswlOhNnzr3qbd9Zvjj__F36L8Cy7_wU53y</recordid><startdate>20150701</startdate><enddate>20150701</enddate><creator>Risch, Harvey A</creator><creator>Yu, Herbert</creator><creator>Lu, Lingeng</creator><creator>Kidd, Mark S</creator><general>Oxford Publishing Limited (England)</general><general>Oxford University Press</general><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>7QP</scope><scope>7T2</scope><scope>7TK</scope><scope>7U7</scope><scope>7U9</scope><scope>C1K</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20150701</creationdate><title>Detectable Symptomatology Preceding the Diagnosis of Pancreatic Cancer and Absolute Risk of Pancreatic Cancer Diagnosis</title><author>Risch, Harvey A ; Yu, Herbert ; Lu, Lingeng ; Kidd, Mark S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c472t-be67742d698f475e0d7631f15877da916d6e46790c598b4ef93802a8af3bd93b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Carcinoma - diagnosis</topic><topic>Carcinoma - epidemiology</topic><topic>Case-Control Studies</topic><topic>Connecticut - epidemiology</topic><topic>Epidemiology</topic><topic>Humans</topic><topic>Mathematical models</topic><topic>Medical diagnosis</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Original Contributions</topic><topic>Pancreatic cancer</topic><topic>Pancreatic Neoplasms - diagnosis</topic><topic>Pancreatic Neoplasms - epidemiology</topic><topic>Risk Assessment</topic><topic>Risk factors</topic><topic>SEER Program</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Risch, Harvey A</creatorcontrib><creatorcontrib>Yu, Herbert</creatorcontrib><creatorcontrib>Lu, Lingeng</creatorcontrib><creatorcontrib>Kidd, Mark S</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>American journal of epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Risch, Harvey A</au><au>Yu, Herbert</au><au>Lu, Lingeng</au><au>Kidd, Mark S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Detectable Symptomatology Preceding the Diagnosis of Pancreatic Cancer and Absolute Risk of Pancreatic Cancer Diagnosis</atitle><jtitle>American journal of epidemiology</jtitle><addtitle>Am J Epidemiol</addtitle><date>2015-07-01</date><risdate>2015</risdate><volume>182</volume><issue>1</issue><spage>26</spage><epage>34</epage><pages>26-34</pages><issn>0002-9262</issn><eissn>1476-6256</eissn><abstract>The survival duration for pancreatic cancer is short. Given its low lifetime risk (1.5%), established factors for the disease have insufficient specificity to identify individuals at high risk of nonfamilial cancer, and prediagnostic signs and symptoms are vague and not limited to pancreatic causes. We considered whether statistical models that incorporated both risk factors and prediagnosis symptomatology could improve prediction enough to provide practical risk estimates. We combined US Surveillance Epidemiology and End Results (SEER) incidence data from 2008 to 2010 with regression models from representative case-control data from Connecticut (2005-2009) to estimate age- and sex-specific 5-year absolute risks of pancreatic cancer diagnosis. Our risk model included current cigarette smoking (adjusted odds ratio (OR) = 3.3, 95% confidence interval (CI): 2.1, 5.0), current use of proton pump-inhibitor antiheartburn medications (OR = 6.2, 95% CI: 1.7, 23), recent diagnosis of diabetes mellitus (OR = 4.8, 95% CI: 2.2, 11), recent diagnosis of pancreatitis (OR = 19, 95% CI: 3.1, 120), Jewish ancestry (OR = 1.8, 95% CI: 1.1, 3.1), and ABO blood group other than O (OR = 1.3, 95% CI: 1.0, 1.8). In total, 0.87% of controls with combinations of these factors had estimated 5-year absolute risks greater than 5%, and for some, the risks reached more than 10%. Combining risk factors for pancreatic cancer with detectable prediagnostic symptomatology can allow investigators to begin to identify small segments of the population with risks sufficiently high enough to make screening efforts among them potentially useful.</abstract><cop>United States</cop><pub>Oxford Publishing Limited (England)</pub><pmid>26049860</pmid><doi>10.1093/aje/kwv026</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Carcinoma - diagnosis Carcinoma - epidemiology Case-Control Studies Connecticut - epidemiology Epidemiology Humans Mathematical models Medical diagnosis Middle Aged Models, Statistical Original Contributions Pancreatic cancer Pancreatic Neoplasms - diagnosis Pancreatic Neoplasms - epidemiology Risk Assessment Risk factors SEER Program |
title | Detectable Symptomatology Preceding the Diagnosis of Pancreatic Cancer and Absolute Risk of Pancreatic Cancer Diagnosis |
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