Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma

碩士 === 高雄醫學大學 === 公共衛生學系公共衛生學碩士班 === 105 === Backgound   Oral cancer is the fourth most common neoplasm and cancer death among men in Taiwan. But with appropriate treatment at early period, the 5-year survival rate for patients could remain 73.3%-82.4%. Oral cancer had been proved to be associated w...

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Main Authors: Shuai-Lun Lu, 呂帥倫
Other Authors: Chien-Hung Lee
Format: Others
Language:zh-TW
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/77749240300439836231
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spelling ndltd-TW-105KMC050580082017-09-24T04:41:09Z http://ndltd.ncl.edu.tw/handle/77749240300439836231 Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma 建立口腔潛在惡性病變與口腔鱗狀細胞癌之危險計分模式 Shuai-Lun Lu 呂帥倫 碩士 高雄醫學大學 公共衛生學系公共衛生學碩士班 105 Backgound   Oral cancer is the fourth most common neoplasm and cancer death among men in Taiwan. But with appropriate treatment at early period, the 5-year survival rate for patients could remain 73.3%-82.4%. Oral cancer had been proved to be associated with the use of chewing betel nuts, smoking and drinking alcohol. The chemical structure of arecoline in nuts is similar to nicotine, so it may be a psychoactive substance as well. Futhermore, oral cancer is one of the few malignances that can be earlier controlled for its precancerous lesions, and placed importance on the preventive and screening stages by the government.Clinically, several risk-scoring systems have been successfully developed and properly applied to predicting diseases and cancers, but still few appliances in oral maglignance disorder(OMD). Purpose   This study aims to evaluate the risk of oral malignant disorder for betel nut chewing, smoking, drinking and other factors,and to establish OMD scoring system and validate by using community group data. Material and methods   To investigate these issues, we conducted a case-control study in the Kaohsiung Medical University Hospital, Taiwan. The study period was from April,2016 to April,2017. A total of 182 pathologically confirmed oral potential malignant disorder or oral squamous cell carcinoma patients and 214 controls were recruited. A questionnaire which was developed via the DSM-5 substance use disorder was used to measure a total of 11 disorder symptoms of BQ, alcohol and cigarette, as well as other covariates. Participants with 0-1, 2-3, 4-5 and ≥6 DSM-5 symptoms were defined none, mild, moderate and severe disorder, respectively. Polytomous logistic regression models were used to establish OMD risk and its cumulative risk score (CRS). We also randomly recruited 150 BQ chewers and 150 non-chewers in the Kaohsiung community. A OMD risk score was calculated for each community participant. We used receiver operating characteristic (ROC) curve, area under the ROC curve, sensitivity and specificity to assess the validity of discriminating oral potential malignant disorder (OPMD) using OMD risk score. Results   In the case-control study, betel nuts disorder(BUD) was found to be associated with a 56.5-fold risk of OMD, with a 157.4-fold higher risk identified among chewers with severe BUD. The CRS defined by the risk predictive model of OMD ranges from 0 to 7. The scoring schemes showed an excellent discrimination for identifying OMD (AU-ROC = 0.930, P <0.05), The optimal CRS cutoff values for risk-scoring systems were 3. The sensitivity and specificity for higher CRS were 86.8% and 87.4 %, respectively. In tis OMD model, high risk group (CRS ≥3) was associated with a 44.6-fold higher risk of OMD. In the community-based evaluation, the CRS scheme showed an acceptable accuracy (AU-ROC = 0.77) for OPMD determination (sensitivity, 95.5%; specificity, 48.9%; and negative predictive value, 99.3%). Conclusion   Our study found BUD was strongly associated with OMD. Our findings also provided evidence to support that BUD can be considered a key factor in the development of an efficient risk scoring model for community OPMD screening program. Chien-Hung Lee 李建宏 2017 學位論文 ; thesis 126 zh-TW
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description 碩士 === 高雄醫學大學 === 公共衛生學系公共衛生學碩士班 === 105 === Backgound   Oral cancer is the fourth most common neoplasm and cancer death among men in Taiwan. But with appropriate treatment at early period, the 5-year survival rate for patients could remain 73.3%-82.4%. Oral cancer had been proved to be associated with the use of chewing betel nuts, smoking and drinking alcohol. The chemical structure of arecoline in nuts is similar to nicotine, so it may be a psychoactive substance as well. Futhermore, oral cancer is one of the few malignances that can be earlier controlled for its precancerous lesions, and placed importance on the preventive and screening stages by the government.Clinically, several risk-scoring systems have been successfully developed and properly applied to predicting diseases and cancers, but still few appliances in oral maglignance disorder(OMD). Purpose   This study aims to evaluate the risk of oral malignant disorder for betel nut chewing, smoking, drinking and other factors,and to establish OMD scoring system and validate by using community group data. Material and methods   To investigate these issues, we conducted a case-control study in the Kaohsiung Medical University Hospital, Taiwan. The study period was from April,2016 to April,2017. A total of 182 pathologically confirmed oral potential malignant disorder or oral squamous cell carcinoma patients and 214 controls were recruited. A questionnaire which was developed via the DSM-5 substance use disorder was used to measure a total of 11 disorder symptoms of BQ, alcohol and cigarette, as well as other covariates. Participants with 0-1, 2-3, 4-5 and ≥6 DSM-5 symptoms were defined none, mild, moderate and severe disorder, respectively. Polytomous logistic regression models were used to establish OMD risk and its cumulative risk score (CRS). We also randomly recruited 150 BQ chewers and 150 non-chewers in the Kaohsiung community. A OMD risk score was calculated for each community participant. We used receiver operating characteristic (ROC) curve, area under the ROC curve, sensitivity and specificity to assess the validity of discriminating oral potential malignant disorder (OPMD) using OMD risk score. Results   In the case-control study, betel nuts disorder(BUD) was found to be associated with a 56.5-fold risk of OMD, with a 157.4-fold higher risk identified among chewers with severe BUD. The CRS defined by the risk predictive model of OMD ranges from 0 to 7. The scoring schemes showed an excellent discrimination for identifying OMD (AU-ROC = 0.930, P <0.05), The optimal CRS cutoff values for risk-scoring systems were 3. The sensitivity and specificity for higher CRS were 86.8% and 87.4 %, respectively. In tis OMD model, high risk group (CRS ≥3) was associated with a 44.6-fold higher risk of OMD. In the community-based evaluation, the CRS scheme showed an acceptable accuracy (AU-ROC = 0.77) for OPMD determination (sensitivity, 95.5%; specificity, 48.9%; and negative predictive value, 99.3%). Conclusion   Our study found BUD was strongly associated with OMD. Our findings also provided evidence to support that BUD can be considered a key factor in the development of an efficient risk scoring model for community OPMD screening program.
author2 Chien-Hung Lee
author_facet Chien-Hung Lee
Shuai-Lun Lu
呂帥倫
author Shuai-Lun Lu
呂帥倫
spellingShingle Shuai-Lun Lu
呂帥倫
Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
author_sort Shuai-Lun Lu
title Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
title_short Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
title_full Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
title_fullStr Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
title_full_unstemmed Establishing a Risk Score Model for Oral Potentially Malignant Disorder and Oral Squamous Cell Carcinoma
title_sort establishing a risk score model for oral potentially malignant disorder and oral squamous cell carcinoma
publishDate 2017
url http://ndltd.ncl.edu.tw/handle/77749240300439836231
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