Objective:To study the relationship of the expressions of p53 and mdm2 in leukoplakia cancer.Methods:RT-PCR was used to detect the mRNA of p53,mdm2 in patients with leukoplakia cancer.The frequencies of p53,mdm2 in pe...Objective:To study the relationship of the expressions of p53 and mdm2 in leukoplakia cancer.Methods:RT-PCR was used to detect the mRNA of p53,mdm2 in patients with leukoplakia cancer.The frequencies of p53,mdm2 in peripheral blood were detected by flow cytometric analysis.Results:The expression of p53mRNA in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were 7.7%,27.3%,33.3%,56.8%,respectively.The frequencies of p53 in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were(0.3±0.1)%,(l.6±0.9)%,(1.9±1.1)%,(3.4±1.8)%.The expression of mdm2 mRNA in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were 0.0%,6.8%,11.1%,37.8%,respectively.The frequencies of mdm2 in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were(0.1±0.1)%,(0.8±0.6)%,(1.2±0.8)%,(1.2±0.8)%.There was a positively correlation between p53 mRNA and mdm2 mRNA.Conclusions:The positive rate of p53 and mdm2 cells in the peripheral blood increases in patients with leukoplakia cancer tissue and has positive correlation with the severity of leukoplakia cancer.展开更多
Premalignant lesions like oral lichen planus(OLP),oral leukoplakia(OL)has a fair probability of transforming into malignancy and they are perverse toward conventional therapies.Photody-namic therapy(PDT)has been consi...Premalignant lesions like oral lichen planus(OLP),oral leukoplakia(OL)has a fair probability of transforming into malignancy and they are perverse toward conventional therapies.Photody-namic therapy(PDT)has been considered as an alternative/complimentary therapeutic mo-dality for the management of premalignant lesions.In this study,methylene blue mediated photodynamic therapy(MB-PDT)was used as a possible alternative method for the treatment of OLP and OL.A total of 15 OLP lesions and 13 OL lesions were enrolled in the study.The patients were irradiated 1using metal halide lamp filtered at 630土10nm,with a light exposure dose of 120 J/cm^(2) per stting.For the OLP lesions,MB-PDT was performed once a week for four weeks and for the OL lesions,MB-PDT was performed twice a week for three weeks.Lesions were evaluated pre-and post-and at follow-u sessions by changes in sign and symptom scores,and size of lesions.We have observed a 53.3%of complete reduction in the treated OLP lesions and their decrease in size,sign and symptom score after treatment and at follow-up session was statistially signifcant.We have also observed complete response for one OL lesion of the 13 treated lesions.The result indicates that MB-PDT is an effective modality in management of OLP and OL.Among the two types of premalignancies treated with MB-PDT,OLP lesions responded much better than that of OL.展开更多
In the present study,we investigate the expression profile of the epidermal growth factor receptor family,which comprises EGFR/ ErbBl,HER2/ErbB2,HER3/ErbB3 and HER4/ErbB4 in oral leukoplakia(LP).The expression of four...In the present study,we investigate the expression profile of the epidermal growth factor receptor family,which comprises EGFR/ ErbBl,HER2/ErbB2,HER3/ErbB3 and HER4/ErbB4 in oral leukoplakia(LP).The expression of four epidermal growth factor receptor (EGFR) family genes and their ligands were measured in LP tissues from 14 patients and compared with levels in 10 patients with oral lichen planus(OLP) and normal oral mucosa(NOM) from 14 healthy donors by real-time polymerase chain reaction(PCR) and immunohistochemistry.Synchronous mRNA coexpression of ErbBl,ErbB2,ErbB3and ErbB4 was detected in LP lesions.Out of the receptors,only ErbB4 mRNA and protein was more highly expressed in LP compared with NOM tissues.These were strongly expressed by epithelial keratinocytes in LP lesions,as shown by immunohistochemistry.Regarding the ligands,the mRNA of Neuregulin2 and 4 were more highly expressed in OLP compared with NOM tissues.Therefore,enhanced ErbB4 on the keratinocytes and synchronous modulation of EGFR family genes may contribute to the pathogenesis and carcinogenesis of LP.展开更多
AIM To elucidate the profile of the salivary proteome.METHODS Unstimulated whole mouth saliva was collected from 30 volunteers [15 proliferative verrucous leukoplakia(PVL) patients and 15 controls] and proteins were s...AIM To elucidate the profile of the salivary proteome.METHODS Unstimulated whole mouth saliva was collected from 30 volunteers [15 proliferative verrucous leukoplakia(PVL) patients and 15 controls] and proteins were submitted for mass spectrometry-based proteomics using the discovery approach,followed by analyses of variance and logistic regression tests.RESULTS A total of two hundred and eighty-three proteins were confidently identified in saliva.By combining two low abundance proteins from the PVL group,angiotensinogen(AGT) and dipeptidyl peptidase 1(DPP1),a model for group differentiation was built with a concordance index of 94.2%,identifying both proteins as potential etiologic biomarkers for PVL.CONCLUSION This study suggests that both AGT and DPP1 may be involved in developmental mechanisms of PVL.展开更多
Oral hairy leukoplakia(OHL) is a disease associated with Epstein-Barr virus and human immunodeficiency virus infections. OHL is usually an asymptomatic lesion, but in some cases treatment is recommended to reestablish...Oral hairy leukoplakia(OHL) is a disease associated with Epstein-Barr virus and human immunodeficiency virus infections. OHL is usually an asymptomatic lesion, but in some cases treatment is recommended to reestablish the normal characteristics of the tongue, to eliminate pathogenic microorganisms, to improve patient comfort and for cosmetic reasons. Proposed treatments for this condition include surgery, systemic antiviral treatment and topical management. Topical treatment is an inexpensive and safe therapy that is easy to apply, noninvasive, free of systemic adverse effects and effective over a long period of time. The aim of this study was to present a review of the literature for topical therapy for OHL. Gentian violet, retinoids, podophyllin, acyclovir and podophyllin associated with topical antiviral drugs were used to treat OHL. Reports with this focus are limited, and since 2010, no new studies have been published that discuss the efficacy of topical treatments for OHL. Podophyllin with acyclovircream was found to be effective, causing regression of lesions with no recurrences. Additional searches are necessary to provide clinical evidence of topical man agement effectiveness.展开更多
Vulvar leukoplakia refers to the chronic disease of degeneration and hypopigmentation of the skin and mucous membrane of the vulva with unbearable itching in women, seriously affecting the quality of life. The main tr...Vulvar leukoplakia refers to the chronic disease of degeneration and hypopigmentation of the skin and mucous membrane of the vulva with unbearable itching in women, seriously affecting the quality of life. The main treatment of western medicine for vulvar leukoplakia is the external use of glucocorticoids or estrogen, resulting to the high recurrence rate and side effects. Traditional Chinese medicine (TCM) has the characteristics of the overall concept and dialectical treatment with a variety of ways. Literature review in recent years found that the treatment of TCM decoction combined with external therapies, such as external fumigation, acupuncture and other treatments, or the combination of TCM decoction and external western medicine hormone ointment, can obtain good effects in vulvar leukoplakia. During the clinical practice, we found that the use of TCM internally and externally combined with auricular acupuncture point bloodletting was highly effective with unique advantages in the treatment of vulvar leukoplakia, providing the ideas guidance for clinicians.展开更多
The amplification and the G-T mutation at codon 12 of the C-Ha-ras oncogene in oral leukoplakia tissues were analyzed by using polymerase chain reaction (PCR) and molecular biologic technique. The results showed that ...The amplification and the G-T mutation at codon 12 of the C-Ha-ras oncogene in oral leukoplakia tissues were analyzed by using polymerase chain reaction (PCR) and molecular biologic technique. The results showed that these tissues had no amplification of Ha-ras oncogene. Only one case harbored G-T mutation in 11 oral leukoplakias, but this mutation was absent in 10 normal oral mucosal tissues. The possible role and significance of C-Ha-ras oncogene in oral precancerous lesions were also discussed.展开更多
Proliferative verrucous leukoplakia is an intriguing disease, which occurs particularly in women aged greater than 60 years, is not associated with tobacco and alcohol, and has a high risk of recurrence and malignant ...Proliferative verrucous leukoplakia is an intriguing disease, which occurs particularly in women aged greater than 60 years, is not associated with tobacco and alcohol, and has a high risk of recurrence and malignant transformation. Although it is well known that the typical presentation is characterized by multifocal and verrucous white lesions, there is no description that its initial clinical presentation may simulate a lichenoid reaction.展开更多
Oral leukoplakia is a common precursor lesion of oral squamous cell carcinoma,which indicates a high potential of malignancy.The malignant transformation of oral leukoplakia seriously affects patient survival and qual...Oral leukoplakia is a common precursor lesion of oral squamous cell carcinoma,which indicates a high potential of malignancy.The malignant transformation of oral leukoplakia seriously affects patient survival and quality of life;however,it is difficult to identify oral leukoplakia patients who will develop carcinoma because no biomarker exists to predict malignant transformation for effective clinical management.As a major problem in the field of head and neck pathologies,it is imperative to identify biomarkers of malignant transformation in oral leukoplakia.In this review,we discuss the potential biomarkers of malignant transformation reported in the literature and explore the translational probabilities from bench to bedside.Although no single biomarker has yet been applied in the clinical setting,profiling for genomic instability might be a promising adjunct.展开更多
Background Oral cancer is one of the most common types of cancer in men causing mortality if not diagnosedearly.In recent years,computer-aided diagnosis(CAD)using artificial intelligence techniques,in particular,deepn...Background Oral cancer is one of the most common types of cancer in men causing mortality if not diagnosedearly.In recent years,computer-aided diagnosis(CAD)using artificial intelligence techniques,in particular,deepneural networks have been investigated and several approaches have been proposed to deal with the automateddetection of various pathologies using digital images.Recent studies indicate that the fusion of images with thepatient’s clinical information is important for the final clinical diagnosis.As such dataset does not yet exist fororal cancer,as far as the authors are aware,a new dataset was collected consisting of histopathological images,demographic and clinical data.This study evaluated the importance of complementary data to histopathologicalimage analysis of oral leukoplakia and carcinoma for CAD.Methods A new dataset(NDB-UFES)was collected from 2011 to 2021 consisting of histopathological imagesand information.The 237 samples were curated and analyzed by oral pathologists generating the gold standardfor classification.State-of-the-art image fusion architectures and complementary data(Concatenation,MutualAttention,MetaBlock and MetaNet)using the latest deep learning backbones were investigated for 4 distincttasks to identify oral squamous cell carcinoma,leukoplakia with dysplasia and leukoplakia without dysplasia.We evaluate them using balanced accuracy,precision,recall and area under the ROC curve metrics.Results Experimental results indicate that the best models present balanced accuracy of 83.24%using images,demographic and clinical information with MetaBlock fusion and ResNetV2 backbone.It represents an improvement in performance of 30.68%(19.54 pp)in the task to differentiate samples diagnosed with oral squamous cellcarcinoma and leukoplakia with or without dysplasia.Conclusion This study indicates that cured demographic and clinical data may positively influence the performance of artificial intelligence models in automated classification of oral cancer.展开更多
目的 探讨通过窄带成像(narrow band imaging,NBI)电子喉镜下观察喉黏膜上皮内的毛细血管袢形态,能否指导喉白斑患者治疗方法的选择。方法 选取2019年6月~2021年9月临床诊断为喉白斑的68例患者为研究对象,根据NBI电子喉镜的诊断结果,将...目的 探讨通过窄带成像(narrow band imaging,NBI)电子喉镜下观察喉黏膜上皮内的毛细血管袢形态,能否指导喉白斑患者治疗方法的选择。方法 选取2019年6月~2021年9月临床诊断为喉白斑的68例患者为研究对象,根据NBI电子喉镜的诊断结果,将患者分为两组:良性病变组(52/68)和恶性病变组(16/68)。比较NBI喉镜诊断与病理检查结果的一致性。结果良性病变组中病理确诊为鳞状上皮增生伴角化35例(67.31%),轻度不典型增生9例(17.31%),中度不典型增生3例(5.77%),原位癌5例(9.62%),恶性病变组中病理确诊为中度不典型增生2例(12.50%),重度不典型增生1例(6.25%),原位癌9例(56.25%),浸润癌4例(25.00%)。采用Kappa一致性检验法,k=0.687,P<0.001,说明NBI电子喉镜诊断结果和病理检查结果存在一致性。结论 NBI电子喉镜能很好的分辨喉白斑的性质,对喉白斑治疗方法的选择和随访观察喉白斑的进展有较高的指导意义。展开更多
目的旨在确定内镜下白光成像(white lighting imaging,WLI)和窄带成像(narrow band imaging,NBI)对声带白斑(vocal cord leukoplakia,VCL)病理类型进行诊断的最佳截断点,以提高非侵入性预测VCL病理性质的准确性,并为VCL患者是否需要手...目的旨在确定内镜下白光成像(white lighting imaging,WLI)和窄带成像(narrow band imaging,NBI)对声带白斑(vocal cord leukoplakia,VCL)病理类型进行诊断的最佳截断点,以提高非侵入性预测VCL病理性质的准确性,并为VCL患者是否需要手术干预及手术时机提供参考依据。方法纳入96例确诊病理性质为VCL患者。术前分别进行WLI模式及NBI模式下的图像采集,并对病变进行WLI模式Chen分型和NBI模式Ni分型的评定。通过比较受试者操作特征曲线的约登指数得出分型的最佳截断值。通过比较2种临床分型的曲线下面积(area under the curve,AUC)、最佳截断值下的准确度、敏感度、特异性、阳性预测值及阴性预测值评价不同临床分型对VCL病理性质的诊断效能。结果WLI模式Chen分型、NBI模式Ni分型与病理等级间均存在相关性(rs=0.513、0.653,P<0.001)。WLI模式Chen分型的最佳截断值为3,即光滑平坦型及光滑隆起型为良性病变,粗糙型为恶性病变;NBI模式Ni分型的最佳截断值为5,即Ⅰ~Ⅳ型为良性病变,Ⅴ型、Ⅵ型为恶性病变。WLI模式Chen分型、NBI模式Ni分型的AUC分别为0.815,0.875。最佳截断值的准确度、敏感度、特异性、阳性预测值及阴性预测值Chen分型为79.51%,84.62%,75.71%,72.13%,86.89%;Ni分型为85.25%,76.92%,91.42%,86.96%,84.21%。结论NBI模式Ni分型及WLI模式Chen分型的诊断效能均较高,但NBI模式Ni分型对VCL病理性质的诊断效能高于白光模式Chen分型。展开更多
Oral leukoplakia is the most common type of oral potentially malignant disorders and considered a precursor lesion to oral squamous cell carcinoma.However,a predictor of oral leukoplakia prognosis has not yet been ide...Oral leukoplakia is the most common type of oral potentially malignant disorders and considered a precursor lesion to oral squamous cell carcinoma.However,a predictor of oral leukoplakia prognosis has not yet been identified.We investigated whether copy number alteration patterns may effectively predict the prognostic outcomes of oral leukoplakia using routinely processed paraffin sections.Comparison of copy number alteration patterns between oral leukoplakia with hyperplasia(HOL,n=22)and dysplasia(DOL,n=21)showed that oral leukoplakia with dysplasia had a higher copy number alteration rate(86%)than oral leukoplakia with hyperplasia(46%).Oral leukoplakia with dysplasia exhibited a wider range of genomic variations across all chromosomes compared with oral leukoplakia with hyperplasia.We also examined a retrospective cohort of 477 patients with oral leukoplakia with hyperplasia with detailed follow-up information.The malignant transformation(MT,n=19)and leukoplakia recurrence(LR,n=253)groups had higher frequencies of aneuploidy events and copy number loss rate than the free of disease(FD,n=205)group.Together,our results revealed the association between the degree of copy number alterations and the histological grade of oral leukoplakia and demonstrated that copy number alteration may be effective for prognosis prediction in oral leukoplakia patients with hyperplasia.展开更多
基金supported by Education Department of Anhui(NoKJ2012Z148)
文摘Objective:To study the relationship of the expressions of p53 and mdm2 in leukoplakia cancer.Methods:RT-PCR was used to detect the mRNA of p53,mdm2 in patients with leukoplakia cancer.The frequencies of p53,mdm2 in peripheral blood were detected by flow cytometric analysis.Results:The expression of p53mRNA in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were 7.7%,27.3%,33.3%,56.8%,respectively.The frequencies of p53 in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were(0.3±0.1)%,(l.6±0.9)%,(1.9±1.1)%,(3.4±1.8)%.The expression of mdm2 mRNA in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were 0.0%,6.8%,11.1%,37.8%,respectively.The frequencies of mdm2 in normal oral mucosa,simple oral leukoplakia,no-simple oral leukoplakia and leukoplakia cancer were(0.1±0.1)%,(0.8±0.6)%,(1.2±0.8)%,(1.2±0.8)%.There was a positively correlation between p53 mRNA and mdm2 mRNA.Conclusions:The positive rate of p53 and mdm2 cells in the peripheral blood increases in patients with leukoplakia cancer tissue and has positive correlation with the severity of leukoplakia cancer.
基金supported by grant from the Department of Atomic Energy–Board of research in Nuclear Sciences (DAE-BRNS)Project (Ref.No.2009/34/38)12.
文摘Premalignant lesions like oral lichen planus(OLP),oral leukoplakia(OL)has a fair probability of transforming into malignancy and they are perverse toward conventional therapies.Photody-namic therapy(PDT)has been considered as an alternative/complimentary therapeutic mo-dality for the management of premalignant lesions.In this study,methylene blue mediated photodynamic therapy(MB-PDT)was used as a possible alternative method for the treatment of OLP and OL.A total of 15 OLP lesions and 13 OL lesions were enrolled in the study.The patients were irradiated 1using metal halide lamp filtered at 630土10nm,with a light exposure dose of 120 J/cm^(2) per stting.For the OLP lesions,MB-PDT was performed once a week for four weeks and for the OL lesions,MB-PDT was performed twice a week for three weeks.Lesions were evaluated pre-and post-and at follow-u sessions by changes in sign and symptom scores,and size of lesions.We have observed a 53.3%of complete reduction in the treated OLP lesions and their decrease in size,sign and symptom score after treatment and at follow-up session was statistially signifcant.We have also observed complete response for one OL lesion of the 13 treated lesions.The result indicates that MB-PDT is an effective modality in management of OLP and OL.Among the two types of premalignancies treated with MB-PDT,OLP lesions responded much better than that of OL.
基金supported by a Grant-in-Aid for Young Scientists B 23792391 from the Ministry of Education,Culture,Sports, Science and Technology,Japan
文摘In the present study,we investigate the expression profile of the epidermal growth factor receptor family,which comprises EGFR/ ErbBl,HER2/ErbB2,HER3/ErbB3 and HER4/ErbB4 in oral leukoplakia(LP).The expression of four epidermal growth factor receptor (EGFR) family genes and their ligands were measured in LP tissues from 14 patients and compared with levels in 10 patients with oral lichen planus(OLP) and normal oral mucosa(NOM) from 14 healthy donors by real-time polymerase chain reaction(PCR) and immunohistochemistry.Synchronous mRNA coexpression of ErbBl,ErbB2,ErbB3and ErbB4 was detected in LP lesions.Out of the receptors,only ErbB4 mRNA and protein was more highly expressed in LP compared with NOM tissues.These were strongly expressed by epithelial keratinocytes in LP lesions,as shown by immunohistochemistry.Regarding the ligands,the mRNA of Neuregulin2 and 4 were more highly expressed in OLP compared with NOM tissues.Therefore,enhanced ErbB4 on the keratinocytes and synchronous modulation of EGFR family genes may contribute to the pathogenesis and carcinogenesis of LP.
文摘AIM To elucidate the profile of the salivary proteome.METHODS Unstimulated whole mouth saliva was collected from 30 volunteers [15 proliferative verrucous leukoplakia(PVL) patients and 15 controls] and proteins were submitted for mass spectrometry-based proteomics using the discovery approach,followed by analyses of variance and logistic regression tests.RESULTS A total of two hundred and eighty-three proteins were confidently identified in saliva.By combining two low abundance proteins from the PVL group,angiotensinogen(AGT) and dipeptidyl peptidase 1(DPP1),a model for group differentiation was built with a concordance index of 94.2%,identifying both proteins as potential etiologic biomarkers for PVL.CONCLUSION This study suggests that both AGT and DPP1 may be involved in developmental mechanisms of PVL.
基金National Council for Scientific and Technological Development(CNPq)Office of the Dean of Research of Universidade Federal de Minas Gerais(PRPq,#01/2014).
文摘Oral hairy leukoplakia(OHL) is a disease associated with Epstein-Barr virus and human immunodeficiency virus infections. OHL is usually an asymptomatic lesion, but in some cases treatment is recommended to reestablish the normal characteristics of the tongue, to eliminate pathogenic microorganisms, to improve patient comfort and for cosmetic reasons. Proposed treatments for this condition include surgery, systemic antiviral treatment and topical management. Topical treatment is an inexpensive and safe therapy that is easy to apply, noninvasive, free of systemic adverse effects and effective over a long period of time. The aim of this study was to present a review of the literature for topical therapy for OHL. Gentian violet, retinoids, podophyllin, acyclovir and podophyllin associated with topical antiviral drugs were used to treat OHL. Reports with this focus are limited, and since 2010, no new studies have been published that discuss the efficacy of topical treatments for OHL. Podophyllin with acyclovircream was found to be effective, causing regression of lesions with no recurrences. Additional searches are necessary to provide clinical evidence of topical man agement effectiveness.
文摘Vulvar leukoplakia refers to the chronic disease of degeneration and hypopigmentation of the skin and mucous membrane of the vulva with unbearable itching in women, seriously affecting the quality of life. The main treatment of western medicine for vulvar leukoplakia is the external use of glucocorticoids or estrogen, resulting to the high recurrence rate and side effects. Traditional Chinese medicine (TCM) has the characteristics of the overall concept and dialectical treatment with a variety of ways. Literature review in recent years found that the treatment of TCM decoction combined with external therapies, such as external fumigation, acupuncture and other treatments, or the combination of TCM decoction and external western medicine hormone ointment, can obtain good effects in vulvar leukoplakia. During the clinical practice, we found that the use of TCM internally and externally combined with auricular acupuncture point bloodletting was highly effective with unique advantages in the treatment of vulvar leukoplakia, providing the ideas guidance for clinicians.
文摘The amplification and the G-T mutation at codon 12 of the C-Ha-ras oncogene in oral leukoplakia tissues were analyzed by using polymerase chain reaction (PCR) and molecular biologic technique. The results showed that these tissues had no amplification of Ha-ras oncogene. Only one case harbored G-T mutation in 11 oral leukoplakias, but this mutation was absent in 10 normal oral mucosal tissues. The possible role and significance of C-Ha-ras oncogene in oral precancerous lesions were also discussed.
文摘Proliferative verrucous leukoplakia is an intriguing disease, which occurs particularly in women aged greater than 60 years, is not associated with tobacco and alcohol, and has a high risk of recurrence and malignant transformation. Although it is well known that the typical presentation is characterized by multifocal and verrucous white lesions, there is no description that its initial clinical presentation may simulate a lichenoid reaction.
基金supported by the National Natural Science Foundation of China(Nos.81671006 and 81300894)the CAMS Innovation Fund for Medical Sciences(No.2019-I2M-5-038)+2 种基金the National Clinical Key Discipline Construction Project(No.PKUSSNKP-202102)the Program for New Clinical Techniques and Therapies of Peking University Hospital of Stomatology(No.PKUSSNCT-22A14)the Innovation Fund for Outstanding Doctoral Candidates of Peking University Health Science Center(No.BMU2022BSS001),China.
文摘Oral leukoplakia is a common precursor lesion of oral squamous cell carcinoma,which indicates a high potential of malignancy.The malignant transformation of oral leukoplakia seriously affects patient survival and quality of life;however,it is difficult to identify oral leukoplakia patients who will develop carcinoma because no biomarker exists to predict malignant transformation for effective clinical management.As a major problem in the field of head and neck pathologies,it is imperative to identify biomarkers of malignant transformation in oral leukoplakia.In this review,we discuss the potential biomarkers of malignant transformation reported in the literature and explore the translational probabilities from bench to bedside.Although no single biomarker has yet been applied in the clinical setting,profiling for genomic instability might be a promising adjunct.
基金The research were supported by Grant Nos.304688/2021-5 and21/2022.
文摘Background Oral cancer is one of the most common types of cancer in men causing mortality if not diagnosedearly.In recent years,computer-aided diagnosis(CAD)using artificial intelligence techniques,in particular,deepneural networks have been investigated and several approaches have been proposed to deal with the automateddetection of various pathologies using digital images.Recent studies indicate that the fusion of images with thepatient’s clinical information is important for the final clinical diagnosis.As such dataset does not yet exist fororal cancer,as far as the authors are aware,a new dataset was collected consisting of histopathological images,demographic and clinical data.This study evaluated the importance of complementary data to histopathologicalimage analysis of oral leukoplakia and carcinoma for CAD.Methods A new dataset(NDB-UFES)was collected from 2011 to 2021 consisting of histopathological imagesand information.The 237 samples were curated and analyzed by oral pathologists generating the gold standardfor classification.State-of-the-art image fusion architectures and complementary data(Concatenation,MutualAttention,MetaBlock and MetaNet)using the latest deep learning backbones were investigated for 4 distincttasks to identify oral squamous cell carcinoma,leukoplakia with dysplasia and leukoplakia without dysplasia.We evaluate them using balanced accuracy,precision,recall and area under the ROC curve metrics.Results Experimental results indicate that the best models present balanced accuracy of 83.24%using images,demographic and clinical information with MetaBlock fusion and ResNetV2 backbone.It represents an improvement in performance of 30.68%(19.54 pp)in the task to differentiate samples diagnosed with oral squamous cellcarcinoma and leukoplakia with or without dysplasia.Conclusion This study indicates that cured demographic and clinical data may positively influence the performance of artificial intelligence models in automated classification of oral cancer.
文摘目的旨在确定内镜下白光成像(white lighting imaging,WLI)和窄带成像(narrow band imaging,NBI)对声带白斑(vocal cord leukoplakia,VCL)病理类型进行诊断的最佳截断点,以提高非侵入性预测VCL病理性质的准确性,并为VCL患者是否需要手术干预及手术时机提供参考依据。方法纳入96例确诊病理性质为VCL患者。术前分别进行WLI模式及NBI模式下的图像采集,并对病变进行WLI模式Chen分型和NBI模式Ni分型的评定。通过比较受试者操作特征曲线的约登指数得出分型的最佳截断值。通过比较2种临床分型的曲线下面积(area under the curve,AUC)、最佳截断值下的准确度、敏感度、特异性、阳性预测值及阴性预测值评价不同临床分型对VCL病理性质的诊断效能。结果WLI模式Chen分型、NBI模式Ni分型与病理等级间均存在相关性(rs=0.513、0.653,P<0.001)。WLI模式Chen分型的最佳截断值为3,即光滑平坦型及光滑隆起型为良性病变,粗糙型为恶性病变;NBI模式Ni分型的最佳截断值为5,即Ⅰ~Ⅳ型为良性病变,Ⅴ型、Ⅵ型为恶性病变。WLI模式Chen分型、NBI模式Ni分型的AUC分别为0.815,0.875。最佳截断值的准确度、敏感度、特异性、阳性预测值及阴性预测值Chen分型为79.51%,84.62%,75.71%,72.13%,86.89%;Ni分型为85.25%,76.92%,91.42%,86.96%,84.21%。结论NBI模式Ni分型及WLI模式Chen分型的诊断效能均较高,但NBI模式Ni分型对VCL病理性质的诊断效能高于白光模式Chen分型。
基金supported by the National Natural Science Foundation of China(81671006,81300894,22050002,22050004)Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences(2019-I2M-5-038)。
文摘Oral leukoplakia is the most common type of oral potentially malignant disorders and considered a precursor lesion to oral squamous cell carcinoma.However,a predictor of oral leukoplakia prognosis has not yet been identified.We investigated whether copy number alteration patterns may effectively predict the prognostic outcomes of oral leukoplakia using routinely processed paraffin sections.Comparison of copy number alteration patterns between oral leukoplakia with hyperplasia(HOL,n=22)and dysplasia(DOL,n=21)showed that oral leukoplakia with dysplasia had a higher copy number alteration rate(86%)than oral leukoplakia with hyperplasia(46%).Oral leukoplakia with dysplasia exhibited a wider range of genomic variations across all chromosomes compared with oral leukoplakia with hyperplasia.We also examined a retrospective cohort of 477 patients with oral leukoplakia with hyperplasia with detailed follow-up information.The malignant transformation(MT,n=19)and leukoplakia recurrence(LR,n=253)groups had higher frequencies of aneuploidy events and copy number loss rate than the free of disease(FD,n=205)group.Together,our results revealed the association between the degree of copy number alterations and the histological grade of oral leukoplakia and demonstrated that copy number alteration may be effective for prognosis prediction in oral leukoplakia patients with hyperplasia.