Risk Model Establishment of Endoscopic Sinus Surgery for Patients with Chronic Rhinosinusitis: a Multicenter Study in Korea
Background: Endoscopic sinus surgery (ESS) is the mainstay treatment for refractory chronic rhinosinusitis (CRS). Since various factors may contribute to the surgical outcome, it is challenging for physicians to predict surgical outcomes. The aim of study was to analyze the prognostic factors of pos...
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creator | Min, Jin-Young Kim, Yong Min Kim, Dae Woo Kim, Jeong-Whun Kim, Jin Kook Mo, Ji-Hun Shin, Jae-Min Cho, Kyu-Sup Kwak, Sanggyu Shin, Seung-Heon |
description | Background: Endoscopic sinus surgery (ESS) is the mainstay treatment for refractory chronic rhinosinusitis (CRS). Since various factors may contribute to the surgical outcome, it is challenging for physicians to predict surgical outcomes. The aim of study was to analyze the prognostic factors of postoperative outcomes and to establish the prediction model with the risk factors that impact the postoperative outcomes. Methods: Medical records of CRS patients who underwent ESS at 9 institutions in 2005, 2010, and 2016 were retrospectively reviewed. We classified the patients into 2 groups based on postoperative objective endoscopic outcomes. Demographics, nose-specific symptoms, olfactory function, eosinophil counts in blood (EoB) and nasal tissue (EoT), and Lund-Mackay CT score (LMS) were collected. Univariate and multivariate analyses were performed and established a prediction equation for postoperative endoscopic objective outcomes. Results: In total (n = 1,249), 27.0% were not satisfied under postoperative endoscopic examination. Of 10 variables, LMS (> 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (> 210), and EoT (> 100) were statistically significant in univariate analysis (P < 0.05, all). In multivariate analysis, EoT (> 100) and LMS (> 5) were significantly associated with poor postoperative outcome. Furthermore, 5 significant variables were employed to establish the risk model of postoperative outcomes and P (the value of prediction probability) = 1 / (1 + exp [-0.392 + 1.088 x EoT (> 100) + 0.123 x mean LMS (> 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (> 210)] was developed. Conclusion: Tissue eosinophil count and radiographic severity predispose to a poorer outcome of ESS and the risk model established may be helpful to predict postoperative outcomes of ESS. |
doi_str_mv | 10.3346/jkms.2021.36.e264 |
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Since various factors may contribute to the surgical outcome, it is challenging for physicians to predict surgical outcomes. The aim of study was to analyze the prognostic factors of postoperative outcomes and to establish the prediction model with the risk factors that impact the postoperative outcomes. Methods: Medical records of CRS patients who underwent ESS at 9 institutions in 2005, 2010, and 2016 were retrospectively reviewed. We classified the patients into 2 groups based on postoperative objective endoscopic outcomes. Demographics, nose-specific symptoms, olfactory function, eosinophil counts in blood (EoB) and nasal tissue (EoT), and Lund-Mackay CT score (LMS) were collected. Univariate and multivariate analyses were performed and established a prediction equation for postoperative endoscopic objective outcomes. Results: In total (n = 1,249), 27.0% were not satisfied under postoperative endoscopic examination. Of 10 variables, LMS (> 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (> 210), and EoT (> 100) were statistically significant in univariate analysis (P < 0.05, all). In multivariate analysis, EoT (> 100) and LMS (> 5) were significantly associated with poor postoperative outcome. Furthermore, 5 significant variables were employed to establish the risk model of postoperative outcomes and P (the value of prediction probability) = 1 / (1 + exp [-0.392 + 1.088 x EoT (> 100) + 0.123 x mean LMS (> 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (> 210)] was developed. Conclusion: Tissue eosinophil count and radiographic severity predispose to a poorer outcome of ESS and the risk model established may be helpful to predict postoperative outcomes of ESS.</description><identifier>ISSN: 1011-8934</identifier><identifier>EISSN: 1598-6357</identifier><identifier>DOI: 10.3346/jkms.2021.36.e264</identifier><identifier>PMID: 34664801</identifier><language>eng</language><publisher>SEOUL: Korean Acad Medical Sciences</publisher><subject>Adult ; Chronic Disease ; Endoscopy ; Eosinophils - cytology ; Ethmoid Sinus - pathology ; Female ; General & Internal Medicine ; Humans ; Life Sciences & Biomedicine ; Logistic Models ; Male ; Medicine, General & Internal ; Middle Aged ; Original ; Patient Satisfaction ; Postoperative Period ; Prognosis ; Republic of Korea ; Retrospective Studies ; Rhinitis - pathology ; Rhinitis - surgery ; Risk Factors ; Science & Technology ; Severity of Illness Index ; Sinusitis - pathology ; Sinusitis - surgery ; Treatment Outcome ; 의학일반</subject><ispartof>Journal of Korean Medical Science, 2021, 36(40), , pp.1-11</ispartof><rights>2021 The Korean Academy of Medical Sciences.</rights><rights>2021 The Korean Academy of Medical Sciences. 2021 The Korean Academy of Medical Sciences</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>4</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000708669400008</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c433t-b8c21882fd445b5499e177b898cb0206c6d2cdbd43a98ecfb1febc3d43a7efec3</citedby><cites>FETCH-LOGICAL-c433t-b8c21882fd445b5499e177b898cb0206c6d2cdbd43a98ecfb1febc3d43a7efec3</cites><orcidid>0000-0002-9118-0590 ; 0000-0003-4858-3316 ; 0000-0001-5166-3072 ; 0000-0002-4381-6996 ; 0000-0001-5414-8332 ; 0000-0002-2090-9612 ; 0000-0003-1331-364X ; 0000-0003-0398-5514 ; 0000-0003-1890-2451 ; 0000-0003-4245-6252</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/PMC8524236/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8524236/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,729,782,786,866,887,2116,27931,27932,39265,53798,53800</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34664801$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002765953$$DAccess content in National Research Foundation of Korea (NRF)$$Hfree_for_read</backlink></links><search><creatorcontrib>Min, Jin-Young</creatorcontrib><creatorcontrib>Kim, Yong Min</creatorcontrib><creatorcontrib>Kim, Dae Woo</creatorcontrib><creatorcontrib>Kim, Jeong-Whun</creatorcontrib><creatorcontrib>Kim, Jin Kook</creatorcontrib><creatorcontrib>Mo, Ji-Hun</creatorcontrib><creatorcontrib>Shin, Jae-Min</creatorcontrib><creatorcontrib>Cho, Kyu-Sup</creatorcontrib><creatorcontrib>Kwak, Sanggyu</creatorcontrib><creatorcontrib>Shin, Seung-Heon</creatorcontrib><title>Risk Model Establishment of Endoscopic Sinus Surgery for Patients with Chronic Rhinosinusitis: a Multicenter Study in Korea</title><title>Journal of Korean medical science</title><addtitle>J KOREAN MED SCI</addtitle><addtitle>J Korean Med Sci</addtitle><description>Background: Endoscopic sinus surgery (ESS) is the mainstay treatment for refractory chronic rhinosinusitis (CRS). Since various factors may contribute to the surgical outcome, it is challenging for physicians to predict surgical outcomes. The aim of study was to analyze the prognostic factors of postoperative outcomes and to establish the prediction model with the risk factors that impact the postoperative outcomes. Methods: Medical records of CRS patients who underwent ESS at 9 institutions in 2005, 2010, and 2016 were retrospectively reviewed. We classified the patients into 2 groups based on postoperative objective endoscopic outcomes. Demographics, nose-specific symptoms, olfactory function, eosinophil counts in blood (EoB) and nasal tissue (EoT), and Lund-Mackay CT score (LMS) were collected. Univariate and multivariate analyses were performed and established a prediction equation for postoperative endoscopic objective outcomes. Results: In total (n = 1,249), 27.0% were not satisfied under postoperative endoscopic examination. Of 10 variables, LMS (> 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (> 210), and EoT (> 100) were statistically significant in univariate analysis (P < 0.05, all). In multivariate analysis, EoT (> 100) and LMS (> 5) were significantly associated with poor postoperative outcome. Furthermore, 5 significant variables were employed to establish the risk model of postoperative outcomes and P (the value of prediction probability) = 1 / (1 + exp [-0.392 + 1.088 x EoT (> 100) + 0.123 x mean LMS (> 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (> 210)] was developed. Conclusion: Tissue eosinophil count and radiographic severity predispose to a poorer outcome of ESS and the risk model established may be helpful to predict postoperative outcomes of ESS.</description><subject>Adult</subject><subject>Chronic Disease</subject><subject>Endoscopy</subject><subject>Eosinophils - cytology</subject><subject>Ethmoid Sinus - pathology</subject><subject>Female</subject><subject>General & Internal Medicine</subject><subject>Humans</subject><subject>Life Sciences & Biomedicine</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medicine, General & Internal</subject><subject>Middle Aged</subject><subject>Original</subject><subject>Patient Satisfaction</subject><subject>Postoperative Period</subject><subject>Prognosis</subject><subject>Republic of Korea</subject><subject>Retrospective Studies</subject><subject>Rhinitis - pathology</subject><subject>Rhinitis - surgery</subject><subject>Risk Factors</subject><subject>Science & Technology</subject><subject>Severity of Illness Index</subject><subject>Sinusitis - pathology</subject><subject>Sinusitis - surgery</subject><subject>Treatment Outcome</subject><subject>의학일반</subject><issn>1011-8934</issn><issn>1598-6357</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><recordid>eNqNkU9v0zAYhyMEYmPwAbggH0Eoxf_iOByQpqjAxCZQO86W7TiL19QutsNU8eVx1lHBjZNfy8_v51d6iuIlggtCKHt3u9nGBYYYLQhbGMzoo-IUVQ0vGanqx3mGCJW8IfSkeBbjLYS4qjB5WpzkMKMcotPi18rGDbjynRnBMiapRhuHrXEJ-B4sXeej9jurwdq6KYL1FG5M2IPeB_BNJpu5CO5sGkA7BO8ytxqs83GGbbLxPZDgahqT1Zk0AazT1O2BdeCLD0Y-L570cozmxcN5Vnz_uLxuP5eXXz9dtOeXpaaEpFJxjRHnuO8orVRFm8agula84VpBDJlmHdad6iiRDTe6V6g3SpP5XpveaHJWvDn0utCLjbbCS3t_3nixCeJ8dX0hGl6jhtHMfjiwu0ltTTfvHeQodsFuZdjfJ_99cXbIPT8FrzDFhOWC1w8Fwf-YTExia6M24yid8VMUuOKE0ppxklF0QHXwMQbTH79BUMyCxSxYzIIFYWIWnDOv_t7vmPhjNAP8ANwZ5fuosyNtjhiEsIacsYbmCfLWpmzRu9ZPLuXo2_-Pkt8brsb2</recordid><startdate>20211018</startdate><enddate>20211018</enddate><creator>Min, Jin-Young</creator><creator>Kim, Yong Min</creator><creator>Kim, Dae Woo</creator><creator>Kim, Jeong-Whun</creator><creator>Kim, Jin Kook</creator><creator>Mo, Ji-Hun</creator><creator>Shin, Jae-Min</creator><creator>Cho, Kyu-Sup</creator><creator>Kwak, Sanggyu</creator><creator>Shin, Seung-Heon</creator><general>Korean Acad Medical Sciences</general><general>The Korean Academy of Medical Sciences</general><general>대한의학회</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</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>7X8</scope><scope>5PM</scope><scope>ACYCR</scope><orcidid>https://orcid.org/0000-0002-9118-0590</orcidid><orcidid>https://orcid.org/0000-0003-4858-3316</orcidid><orcidid>https://orcid.org/0000-0001-5166-3072</orcidid><orcidid>https://orcid.org/0000-0002-4381-6996</orcidid><orcidid>https://orcid.org/0000-0001-5414-8332</orcidid><orcidid>https://orcid.org/0000-0002-2090-9612</orcidid><orcidid>https://orcid.org/0000-0003-1331-364X</orcidid><orcidid>https://orcid.org/0000-0003-0398-5514</orcidid><orcidid>https://orcid.org/0000-0003-1890-2451</orcidid><orcidid>https://orcid.org/0000-0003-4245-6252</orcidid></search><sort><creationdate>20211018</creationdate><title>Risk Model Establishment of Endoscopic Sinus Surgery for Patients with Chronic Rhinosinusitis: a Multicenter Study in Korea</title><author>Min, Jin-Young ; Kim, Yong Min ; Kim, Dae Woo ; Kim, Jeong-Whun ; Kim, Jin Kook ; Mo, Ji-Hun ; Shin, Jae-Min ; Cho, Kyu-Sup ; Kwak, Sanggyu ; Shin, Seung-Heon</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c433t-b8c21882fd445b5499e177b898cb0206c6d2cdbd43a98ecfb1febc3d43a7efec3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Chronic Disease</topic><topic>Endoscopy</topic><topic>Eosinophils - cytology</topic><topic>Ethmoid Sinus - pathology</topic><topic>Female</topic><topic>General & Internal Medicine</topic><topic>Humans</topic><topic>Life Sciences & Biomedicine</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medicine, General & Internal</topic><topic>Middle Aged</topic><topic>Original</topic><topic>Patient Satisfaction</topic><topic>Postoperative Period</topic><topic>Prognosis</topic><topic>Republic of Korea</topic><topic>Retrospective Studies</topic><topic>Rhinitis - pathology</topic><topic>Rhinitis - surgery</topic><topic>Risk Factors</topic><topic>Science & Technology</topic><topic>Severity of Illness Index</topic><topic>Sinusitis - pathology</topic><topic>Sinusitis - surgery</topic><topic>Treatment Outcome</topic><topic>의학일반</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Min, Jin-Young</creatorcontrib><creatorcontrib>Kim, Yong Min</creatorcontrib><creatorcontrib>Kim, Dae Woo</creatorcontrib><creatorcontrib>Kim, Jeong-Whun</creatorcontrib><creatorcontrib>Kim, Jin Kook</creatorcontrib><creatorcontrib>Mo, Ji-Hun</creatorcontrib><creatorcontrib>Shin, Jae-Min</creatorcontrib><creatorcontrib>Cho, Kyu-Sup</creatorcontrib><creatorcontrib>Kwak, Sanggyu</creatorcontrib><creatorcontrib>Shin, Seung-Heon</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Korean Citation Index</collection><jtitle>Journal of Korean medical science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Min, Jin-Young</au><au>Kim, Yong Min</au><au>Kim, Dae Woo</au><au>Kim, Jeong-Whun</au><au>Kim, Jin Kook</au><au>Mo, Ji-Hun</au><au>Shin, Jae-Min</au><au>Cho, Kyu-Sup</au><au>Kwak, Sanggyu</au><au>Shin, Seung-Heon</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Risk Model Establishment of Endoscopic Sinus Surgery for Patients with Chronic Rhinosinusitis: a Multicenter Study in Korea</atitle><jtitle>Journal of Korean medical science</jtitle><stitle>J KOREAN MED SCI</stitle><addtitle>J Korean Med Sci</addtitle><date>2021-10-18</date><risdate>2021</risdate><volume>36</volume><issue>40</issue><spage>e264</spage><epage>e264</epage><pages>e264-e264</pages><artnum>264</artnum><issn>1011-8934</issn><eissn>1598-6357</eissn><abstract>Background: Endoscopic sinus surgery (ESS) is the mainstay treatment for refractory chronic rhinosinusitis (CRS). Since various factors may contribute to the surgical outcome, it is challenging for physicians to predict surgical outcomes. The aim of study was to analyze the prognostic factors of postoperative outcomes and to establish the prediction model with the risk factors that impact the postoperative outcomes. Methods: Medical records of CRS patients who underwent ESS at 9 institutions in 2005, 2010, and 2016 were retrospectively reviewed. We classified the patients into 2 groups based on postoperative objective endoscopic outcomes. Demographics, nose-specific symptoms, olfactory function, eosinophil counts in blood (EoB) and nasal tissue (EoT), and Lund-Mackay CT score (LMS) were collected. Univariate and multivariate analyses were performed and established a prediction equation for postoperative endoscopic objective outcomes. Results: In total (n = 1,249), 27.0% were not satisfied under postoperative endoscopic examination. Of 10 variables, LMS (> 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (> 210), and EoT (> 100) were statistically significant in univariate analysis (P < 0.05, all). In multivariate analysis, EoT (> 100) and LMS (> 5) were significantly associated with poor postoperative outcome. Furthermore, 5 significant variables were employed to establish the risk model of postoperative outcomes and P (the value of prediction probability) = 1 / (1 + exp [-0.392 + 1.088 x EoT (> 100) + 0.123 x mean LMS (> 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (> 210)] was developed. Conclusion: Tissue eosinophil count and radiographic severity predispose to a poorer outcome of ESS and the risk model established may be helpful to predict postoperative outcomes of ESS.</abstract><cop>SEOUL</cop><pub>Korean Acad Medical Sciences</pub><pmid>34664801</pmid><doi>10.3346/jkms.2021.36.e264</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-9118-0590</orcidid><orcidid>https://orcid.org/0000-0003-4858-3316</orcidid><orcidid>https://orcid.org/0000-0001-5166-3072</orcidid><orcidid>https://orcid.org/0000-0002-4381-6996</orcidid><orcidid>https://orcid.org/0000-0001-5414-8332</orcidid><orcidid>https://orcid.org/0000-0002-2090-9612</orcidid><orcidid>https://orcid.org/0000-0003-1331-364X</orcidid><orcidid>https://orcid.org/0000-0003-0398-5514</orcidid><orcidid>https://orcid.org/0000-0003-1890-2451</orcidid><orcidid>https://orcid.org/0000-0003-4245-6252</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Chronic Disease Endoscopy Eosinophils - cytology Ethmoid Sinus - pathology Female General & Internal Medicine Humans Life Sciences & Biomedicine Logistic Models Male Medicine, General & Internal Middle Aged Original Patient Satisfaction Postoperative Period Prognosis Republic of Korea Retrospective Studies Rhinitis - pathology Rhinitis - surgery Risk Factors Science & Technology Severity of Illness Index Sinusitis - pathology Sinusitis - surgery Treatment Outcome 의학일반 |
title | Risk Model Establishment of Endoscopic Sinus Surgery for Patients with Chronic Rhinosinusitis: a Multicenter Study in Korea |
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