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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Veröffentlicht in:Journal of Korean medical science 2021, 36(40), , pp.1-11
Hauptverfasser: 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
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container_end_page e264
container_issue 40
container_start_page e264
container_title Journal of Korean medical science
container_volume 36
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.
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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 (&gt; 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (&gt; 210), and EoT (&gt; 100) were statistically significant in univariate analysis (P &lt; 0.05, all). In multivariate analysis, EoT (&gt; 100) and LMS (&gt; 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 (&gt; 100) + 0.123 x mean LMS (&gt; 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (&gt; 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 &amp; Internal Medicine ; Humans ; Life Sciences &amp; Biomedicine ; Logistic Models ; Male ; Medicine, General &amp; Internal ; Middle Aged ; Original ; Patient Satisfaction ; Postoperative Period ; Prognosis ; Republic of Korea ; Retrospective Studies ; Rhinitis - pathology ; Rhinitis - surgery ; Risk Factors ; Science &amp; 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 (&gt; 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (&gt; 210), and EoT (&gt; 100) were statistically significant in univariate analysis (P &lt; 0.05, all). In multivariate analysis, EoT (&gt; 100) and LMS (&gt; 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 (&gt; 100) + 0.123 x mean LMS (&gt; 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (&gt; 210)] was developed. 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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 &amp; Internal Medicine</topic><topic>Humans</topic><topic>Life Sciences &amp; Biomedicine</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medicine, General &amp; 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 &amp; 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 (&gt; 5), sinus dominancy (maxillary sinus and ethmoid sinus), EoB (&gt; 210), and EoT (&gt; 100) were statistically significant in univariate analysis (P &lt; 0.05, all). In multivariate analysis, EoT (&gt; 100) and LMS (&gt; 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 (&gt; 100) + 0.123 x mean LMS (&gt; 5) - 0.366 x sinus dominancy (maxillary) + 0.064 x sinus dominancy (similar) + 0.200 x EoB (4%) + 0.344 x EoB (&gt; 210)] was developed. 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source KoreaMed Synapse; MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; KoreaMed Open Access; Web of Science - Science Citation Index Expanded - 2021<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />; PubMed Central
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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