Cheng-Hsun Lu, Yi-Min Huang, Song-Chou Hsieh, Ko-Jen Li
{"title":"原发性Sjögren综合征患者腮腺超声图像定量纹理分析与闪烁成像的相关性高于半定量评分。","authors":"Cheng-Hsun Lu, Yi-Min Huang, Song-Chou Hsieh, Ko-Jen Li","doi":"10.4103/jmu.jmu_173_21","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ultrasound (US) can detect salivary gland abnormalities in primary Sjögren's syndrome (SS). This study aimed to compare the correlation among the semiquantitative US scores, texture features, and the quantitative salivary gland scintigraphy (SGS) results.</p><p><strong>Methods: </strong>This retrospective study included 11 patients who were diagnosed with primary SS and underwent US examinations of the parotid glands and SGS simultaneously. We evaluated SGS quantitatively based on the calculation of maximum accumulation ratio (MAR) and stimulated excretion fraction (EF). The US findings were accessed through the semiquantitative Outcome Measures in Rheumatology scoring system and by gray-level co-occurrence matrix (GLCM) texture analysis. Spearman's rank correlation tests were performed.</p><p><strong>Results: </strong>A significant moderate negative correlation was noted between the semiquantitative US score and MAR (rho = -0.57, <i>P</i> = 0.006), but not with EF (rho = -0.11, <i>P</i> = 0.613). The GLCM texture metrics, including contrast, dissimilarity, and homogeneity, were all determined to be significantly associated with both MAR and EF. The GLCM contrast correlated moderately to MAR (rho = -0.66, <i>P</i> = 0.001). The GLCM homogeneity highly correlated to EF (rho = 0.74, <i>P</i> < 0.001). The contrast and homogeneity can still discriminate the changes in MAR and EF in the subgroups with the same semiquantitative US scores.</p><p><strong>Conclusion: </strong>US findings on parotid gland can correlate with SGS results when analyzed based on GLCM texture features. With the GLCM texture metrics, US appears to be an excellent imaging tool for the assessment of the parotid glands in primary SS patients.</p>","PeriodicalId":45466,"journal":{"name":"Journal of Medical Ultrasound","volume":null,"pages":null},"PeriodicalIF":0.9000,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/bc/f6/JMU-31-112.PMC10413402.pdf","citationCount":"0","resultStr":"{\"title\":\"Quantitative Texture Analysis of Parotid Gland Ultrasound Images Yield Higher Correlation with Scintigraphy than Semiquantitative Scoring in Primary Sjögren's Syndrome Patients.\",\"authors\":\"Cheng-Hsun Lu, Yi-Min Huang, Song-Chou Hsieh, Ko-Jen Li\",\"doi\":\"10.4103/jmu.jmu_173_21\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ultrasound (US) can detect salivary gland abnormalities in primary Sjögren's syndrome (SS). This study aimed to compare the correlation among the semiquantitative US scores, texture features, and the quantitative salivary gland scintigraphy (SGS) results.</p><p><strong>Methods: </strong>This retrospective study included 11 patients who were diagnosed with primary SS and underwent US examinations of the parotid glands and SGS simultaneously. We evaluated SGS quantitatively based on the calculation of maximum accumulation ratio (MAR) and stimulated excretion fraction (EF). The US findings were accessed through the semiquantitative Outcome Measures in Rheumatology scoring system and by gray-level co-occurrence matrix (GLCM) texture analysis. Spearman's rank correlation tests were performed.</p><p><strong>Results: </strong>A significant moderate negative correlation was noted between the semiquantitative US score and MAR (rho = -0.57, <i>P</i> = 0.006), but not with EF (rho = -0.11, <i>P</i> = 0.613). The GLCM texture metrics, including contrast, dissimilarity, and homogeneity, were all determined to be significantly associated with both MAR and EF. The GLCM contrast correlated moderately to MAR (rho = -0.66, <i>P</i> = 0.001). The GLCM homogeneity highly correlated to EF (rho = 0.74, <i>P</i> < 0.001). The contrast and homogeneity can still discriminate the changes in MAR and EF in the subgroups with the same semiquantitative US scores.</p><p><strong>Conclusion: </strong>US findings on parotid gland can correlate with SGS results when analyzed based on GLCM texture features. With the GLCM texture metrics, US appears to be an excellent imaging tool for the assessment of the parotid glands in primary SS patients.</p>\",\"PeriodicalId\":45466,\"journal\":{\"name\":\"Journal of Medical Ultrasound\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2023-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/bc/f6/JMU-31-112.PMC10413402.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Medical Ultrasound\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4103/jmu.jmu_173_21\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Ultrasound","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4103/jmu.jmu_173_21","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
背景:超声(US)可以检测原发性Sjögren综合征(SS)患者的唾液腺异常。本研究旨在比较半定量US评分、纹理特征和定量唾液腺闪烁成像(SGS)结果之间的相关性。方法:回顾性研究11例原发性SS患者,同时行腮腺超声检查和SGS检查。我们通过计算最大积累比(MAR)和刺激排泄分数(EF)来定量评价SGS。美国的研究结果是通过风湿病评分系统的半定量结果测量和灰度共生矩阵(GLCM)纹理分析获得的。进行Spearman秩相关检验。结果:半定量US评分与MAR呈显著负相关(rho = -0.57, P = 0.006),与EF无显著负相关(rho = -0.11, P = 0.613)。GLCM纹理指标,包括对比度、不相似性和均匀性,都与MAR和EF显著相关。GLCM对比与MAR中度相关(rho = -0.66, P = 0.001)。GLCM均匀性与EF高度相关(rho = 0.74, P < 0.001)。对比和同质性仍然可以区分具有相同半定量US评分的亚组中MAR和EF的变化。结论:基于GLCM纹理特征分析腮腺US影像与SGS影像具有一定的相关性。有了GLCM纹理指标,US似乎是评估原发性SS患者腮腺的一种很好的成像工具。
Quantitative Texture Analysis of Parotid Gland Ultrasound Images Yield Higher Correlation with Scintigraphy than Semiquantitative Scoring in Primary Sjögren's Syndrome Patients.
Background: Ultrasound (US) can detect salivary gland abnormalities in primary Sjögren's syndrome (SS). This study aimed to compare the correlation among the semiquantitative US scores, texture features, and the quantitative salivary gland scintigraphy (SGS) results.
Methods: This retrospective study included 11 patients who were diagnosed with primary SS and underwent US examinations of the parotid glands and SGS simultaneously. We evaluated SGS quantitatively based on the calculation of maximum accumulation ratio (MAR) and stimulated excretion fraction (EF). The US findings were accessed through the semiquantitative Outcome Measures in Rheumatology scoring system and by gray-level co-occurrence matrix (GLCM) texture analysis. Spearman's rank correlation tests were performed.
Results: A significant moderate negative correlation was noted between the semiquantitative US score and MAR (rho = -0.57, P = 0.006), but not with EF (rho = -0.11, P = 0.613). The GLCM texture metrics, including contrast, dissimilarity, and homogeneity, were all determined to be significantly associated with both MAR and EF. The GLCM contrast correlated moderately to MAR (rho = -0.66, P = 0.001). The GLCM homogeneity highly correlated to EF (rho = 0.74, P < 0.001). The contrast and homogeneity can still discriminate the changes in MAR and EF in the subgroups with the same semiquantitative US scores.
Conclusion: US findings on parotid gland can correlate with SGS results when analyzed based on GLCM texture features. With the GLCM texture metrics, US appears to be an excellent imaging tool for the assessment of the parotid glands in primary SS patients.
期刊介绍:
The Journal of Medical Ultrasound is the peer-reviewed publication of the Asian Federation of Societies for Ultrasound in Medicine and Biology, and the Chinese Taipei Society of Ultrasound in Medicine. Its aim is to promote clinical and scientific research in ultrasonography, and to serve as a channel of communication among sonologists, sonographers, and medical ultrasound physicians in the Asia-Pacific region and wider international community. The Journal invites original contributions relating to the clinical and laboratory investigations and applications of ultrasonography.