首页 > 最新文献

International Journal of Breast Cancer最新文献

英文 中文
One Week Hypofractionated Adjuvant Radiation for Early Breast Cancer Patients Treated at a Tertiary Cancer Centre in South India: A Comparative Dosimetric Study of Forward Intensity-Modulated Radiotherapy (F-IMRT) and Volumetric Modulated Arc Therapy (VMAT). 在印度南部的一个三级癌症中心治疗的早期乳腺癌患者的一周低分割辅助放疗:正向调强放疗(F-IMRT)和体积调弧治疗(VMAT)的比较剂量学研究。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-06-28 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/4267362
Ashwini Gopal, M L Prem Kumar, Prathusha Chitrala, Heena Kauser, A Krishnam Raju, V Sudhakar Kumar, Srilatha Cheera, P V Arun, N V N M Sresty, G Deleep Kumar

Objective: This study is aimed at comparing the forward IMRT (F-IMRT) and VMAT techniques in the adjuvant treatment of left-sided breast cancer using hypofractionated radiation over 1 week with deep inspiration breath hold (DIBH) via the Elekta Active Breathing Coordinator (ABC) system. Materials and Methods: Treatment plans for 26 patients receiving 26 Gy in five fractions (5.2 Gy/fraction), followed by a 10-Gy electron boost in five fractions, were analyzed. The boost phase was excluded from the comparison. F-IMRT and VMAT plans were evaluated for dose to 95% of the volume, conformity index (CI), mean left lung dose (MLLD), left lung V8 Gy, mean heart dose (MHD), heart V1.5Gy and V7Gy, mean right breast dose (MRBD), and mean right lung dose (MRLD). Statistical analysis was conducted using the Wilcoxon signed-rank test. Results: PTV coverage was similar in F-IMRT and VMAT arms (95.83% vs. 95.38%), but CI was significantly improved with VMAT (1.31 vs. 1.04). F-IMRT significantly reduced MLLD (4.55 Gy vs. 5.95 Gy) and left lung V8Gy (18.78% vs. 25.87%) when compared to VMAT. MHD was lower with F-IMRT (1.79Gy vs. 2.47Gy), with significantly reduced heart V1.5Gy (21.6% vs. 54.4%) when compared to VMAT, with V7Gy not different (5.04% vs. 5.79%) between F-IMRT and VMAT. F-IMRT also resulted in lower MRBD (0.62 Gy vs. 2.4 Gy) and MRLD (0.38 Gy vs. 1.8 Gy) when compared to VMAT. Conclusion: F-IMRT provides comparable target coverage to VMAT while significantly reducing radiation exposure to the heart, lungs, and contralateral breast for left-sided breast cancer treatment with DIBH and hypofractionation over 1 week. Given its dosimetric advantages, F-IMRT should be the preferred technique to enhance patient safety and minimize long-term toxicities.

目的:本研究旨在比较前向IMRT (F-IMRT)和VMAT技术在通过Elekta主动呼吸协调器(ABC)系统使用低分割放疗辅助治疗左侧乳腺癌1周以上深度吸气屏气(DIBH)的效果。材料与方法:对26例患者分5段接受26 Gy (5.2 Gy/段)的治疗方案进行分析,然后再分5段进行10 Gy的电子增强。升压阶段被排除在比较之外。评估F-IMRT和VMAT计划的剂量至体积的95%、符合性指数(CI)、平均左肺剂量(MLLD)、左肺V8 Gy、平均心脏剂量(MHD)、心脏V1.5Gy和V7Gy、平均右乳剂量(MRBD)和平均右肺剂量(MRLD)。统计学分析采用Wilcoxon符号秩检验。结果:F-IMRT组和VMAT组的PTV覆盖率相似(95.83%比95.38%),但VMAT组的CI显著提高(1.31比1.04)。与VMAT相比,F-IMRT显著降低MLLD (4.55 Gy对5.95 Gy)和左肺V8Gy(18.78%对25.87%)。与VMAT相比,F-IMRT的MHD较低(1.79Gy对2.47Gy),心脏V1.5Gy显著降低(21.6%对54.4%),V7Gy在F-IMRT和VMAT之间无差异(5.04%对5.79%)。与VMAT相比,F-IMRT也导致较低的MRBD (0.62 Gy对2.4 Gy)和MRLD (0.38 Gy对1.8 Gy)。结论:F-IMRT提供了与VMAT相当的目标覆盖范围,同时在1周内显著减少了对心脏、肺和对侧乳房的辐射暴露,用于左侧乳腺癌DIBH和低分割治疗。鉴于其剂量学优势,F-IMRT应该是提高患者安全性和减少长期毒性的首选技术。
{"title":"One Week Hypofractionated Adjuvant Radiation for Early Breast Cancer Patients Treated at a Tertiary Cancer Centre in South India: A Comparative Dosimetric Study of Forward Intensity-Modulated Radiotherapy (F-IMRT) and Volumetric Modulated Arc Therapy (VMAT).","authors":"Ashwini Gopal, M L Prem Kumar, Prathusha Chitrala, Heena Kauser, A Krishnam Raju, V Sudhakar Kumar, Srilatha Cheera, P V Arun, N V N M Sresty, G Deleep Kumar","doi":"10.1155/ijbc/4267362","DOIUrl":"10.1155/ijbc/4267362","url":null,"abstract":"<p><p><b>Objective:</b> This study is aimed at comparing the forward IMRT (F-IMRT) and VMAT techniques in the adjuvant treatment of left-sided breast cancer using hypofractionated radiation over 1 week with deep inspiration breath hold (DIBH) via the Elekta Active Breathing Coordinator (ABC) system. <b>Materials and Methods:</b> Treatment plans for 26 patients receiving 26 Gy in five fractions (5.2 Gy/fraction), followed by a 10-Gy electron boost in five fractions, were analyzed. The boost phase was excluded from the comparison. F-IMRT and VMAT plans were evaluated for dose to 95% of the volume, conformity index (CI), mean left lung dose (MLLD), left lung V8 Gy, mean heart dose (MHD), heart V1.5Gy and V7Gy, mean right breast dose (MRBD), and mean right lung dose (MRLD). Statistical analysis was conducted using the Wilcoxon signed-rank test. <b>Results:</b> PTV coverage was similar in F-IMRT and VMAT arms (95.83% vs. 95.38%), but CI was significantly improved with VMAT (1.31 vs. 1.04). F-IMRT significantly reduced MLLD (4.55 Gy vs. 5.95 Gy) and left lung V8Gy (18.78% vs. 25.87%) when compared to VMAT. MHD was lower with F-IMRT (1.79Gy vs. 2.47Gy), with significantly reduced heart V1.5Gy (21.6% vs. 54.4%) when compared to VMAT, with V7Gy not different (5.04% vs. 5.79%) between F-IMRT and VMAT. F-IMRT also resulted in lower MRBD (0.62 Gy vs. 2.4 Gy) and MRLD (0.38 Gy vs. 1.8 Gy) when compared to VMAT. <b>Conclusion:</b> F-IMRT provides comparable target coverage to VMAT while significantly reducing radiation exposure to the heart, lungs, and contralateral breast for left-sided breast cancer treatment with DIBH and hypofractionation over 1 week. Given its dosimetric advantages, F-IMRT should be the preferred technique to enhance patient safety and minimize long-term toxicities.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"4267362"},"PeriodicalIF":1.6,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12228566/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144576554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bilateral Primary Breast Cancer With Discordance in Molecular Subtypes: A Case Report. 分子亚型不一致的双侧原发性乳腺癌一例报告。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-06-23 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/9082803
Yingying Rao, Qian Zhan, Hengyu Li

Molecular subtype is a crucial prognostic factor for bilateral breast cancer and plays a key role in guiding treatment decisions. Several studies have confirmed that the expression patterns of hormone receptor and human epidermal growth factor receptor 2 are generally consistent in synchronous bilateral primary breast cancer. Discordance in the receptor expression status is commonly associated with poorer prognosis in synchronous bilateral breast cancer. However, there is currently limited literature reporting such cases. This article presents a case of synchronous bilateral primary breast cancer with discordant molecular subtypes and reviews relevant literature.

分子亚型是双侧乳腺癌的重要预后因素,在指导治疗决策中起着关键作用。多项研究证实,激素受体和人表皮生长因子受体2在同步双侧原发性乳腺癌中的表达模式基本一致。在同步双侧乳腺癌中,受体表达状态的不一致通常与预后较差有关。然而,目前报道此类病例的文献有限。本文报告1例分子亚型不一致的双侧原发性乳腺癌,并复习相关文献。
{"title":"Bilateral Primary Breast Cancer With Discordance in Molecular Subtypes: A Case Report.","authors":"Yingying Rao, Qian Zhan, Hengyu Li","doi":"10.1155/ijbc/9082803","DOIUrl":"10.1155/ijbc/9082803","url":null,"abstract":"<p><p>Molecular subtype is a crucial prognostic factor for bilateral breast cancer and plays a key role in guiding treatment decisions. Several studies have confirmed that the expression patterns of hormone receptor and human epidermal growth factor receptor 2 are generally consistent in synchronous bilateral primary breast cancer. Discordance in the receptor expression status is commonly associated with poorer prognosis in synchronous bilateral breast cancer. However, there is currently limited literature reporting such cases. This article presents a case of synchronous bilateral primary breast cancer with discordant molecular subtypes and reviews relevant literature.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"9082803"},"PeriodicalIF":1.6,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12208771/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Awareness of Breast Cancer Among Male and Female High School Students in Southern Ghana. 加纳南部男女高中学生对乳腺癌的认识。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-06-23 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/5710341
Florence Dedey, Josephine Nsaful, Edmund Nartey, Kirstyn E Brownson, Promise E Sefogah, Elizabeth Bankah, Theresa Oppong-Mensah, Ernest Amoah Ampah, Mary Efua Commeh, Joe-Nat Clegg-Lamptey

Background: In Ghana, the incidence of breast cancer is increasing with disproportionately high mortality rates. Awareness about the disease process is critical for achieving early diagnosis of breast cancer in countries without a national screening program. Targeting adolescents in school will help to inculcate good health seeking behaviors with widespread reach. This study assessed the baseline knowledge in high school males and females as an important first step to inform the development of appropriate educational interventions to address identified gaps in student knowledge about breast cancer. Methodology: A multisite cross-sectional study was carried out in 14 high schools in two regions in southern Ghana to assess the baseline student knowledge of breast cancer. Self-administered questionnaires were used covering the following four domains: (1) general breast cancer knowledge, (2) breast cancer symptoms, (3) risk factors for breast cancer, and (4) breast self-examination/screening for breast cancer. For each domain of knowledge tested, the total score was categorized as adequate knowledge (≥ 50% of questions answered correctly) or inadequate knowledge (< 50% of questions answered correctly). Logistic regression was used to determine factors associated with each of the knowledge domains. Stata 14.0 was used for the statistical analysis, and a p < 0.05 was considered statistically significant. Results: Nine thousand seven hundred sixty-seven students from 10 coeducational and 4 girls-only schools participated with 68% of respondents being female. The mean student age was 16.9 ± 1.2 years. Eighty-four percent of the students demonstrated adequate general knowledge on breast cancer and 54% demonstrated adequate knowledge of breast cancer symptoms. However, only 34% and 21%, respectively, received a score of adequate knowledge in regard to breast cancer risk factors and BSE/breast cancer screening. After combining all domain scores to evaluate overall breast cancer knowledge, less than half (47%) of the students received an adequate breast cancer knowledge score. Females and the girls-only schools had statistically significant adequate levels of knowledge of breast cancer. Conclusion: The overall knowledge of breast cancer among senior high school students in southern Ghana is inadequate especially on knowledge of breast cancer risk factors, breast self-examination, and breast cancer screening. Breast cancer educational activities should be incorporated into the national school health curriculum in senior high schools across the country to ameliorate this knowledge gap, with special emphasis on risk factors and breast self-examination. Adolescent males should be included in breast cancer education.

背景:在加纳,乳腺癌的发病率正在增加,死亡率高得不成比例。在没有国家筛查规划的国家,对疾病过程的认识对于实现乳腺癌的早期诊断至关重要。以学校中的青少年为目标,将有助于广泛地灌输寻求健康的良好行为。这项研究评估了高中男性和女性的基线知识,这是重要的第一步,为制定适当的教育干预措施提供信息,以解决学生对乳腺癌知识的已知差距。方法:在加纳南部两个地区的14所高中进行了一项多地点横断面研究,以评估学生对乳腺癌的基本知识。问卷内容包括以下四个方面:(1)乳腺癌的一般知识;(2)乳腺癌的症状;(3)乳腺癌的危险因素;(4)乳腺癌的自我检查/筛查。对于测试的每个知识领域,总分分为知识充足(≥50%的问题回答正确)或知识不足(p < 0.05被认为具有统计学意义)。结果:来自10所男女同校和4所女子学校的9767名学生参与了调查,其中68%的受访者是女性。学生平均年龄为16.9±1.2岁。84%的学生对乳腺癌有足够的知识,54%的学生对乳腺癌的症状有足够的知识。然而,分别只有34%和21%的人对乳腺癌危险因素和疯牛病/乳腺癌筛查有足够的了解。在综合所有领域得分来评估总体乳腺癌知识后,不到一半(47%)的学生获得了足够的乳腺癌知识得分。女性和女子学校对乳腺癌的了解程度在统计上有显著的提高。结论:加纳南部高中生对乳腺癌的整体认知不足,尤其是对乳腺癌危险因素、乳房自检、乳腺癌筛查的认知不足。应将乳腺癌教育活动纳入全国高中的国家学校保健课程,以弥补这一知识差距,并特别强调危险因素和乳房自我检查。青少年男性应该被纳入乳腺癌教育。
{"title":"Awareness of Breast Cancer Among Male and Female High School Students in Southern Ghana.","authors":"Florence Dedey, Josephine Nsaful, Edmund Nartey, Kirstyn E Brownson, Promise E Sefogah, Elizabeth Bankah, Theresa Oppong-Mensah, Ernest Amoah Ampah, Mary Efua Commeh, Joe-Nat Clegg-Lamptey","doi":"10.1155/ijbc/5710341","DOIUrl":"10.1155/ijbc/5710341","url":null,"abstract":"<p><p><b>Background:</b> In Ghana, the incidence of breast cancer is increasing with disproportionately high mortality rates. Awareness about the disease process is critical for achieving early diagnosis of breast cancer in countries without a national screening program. Targeting adolescents in school will help to inculcate good health seeking behaviors with widespread reach. This study assessed the baseline knowledge in high school males and females as an important first step to inform the development of appropriate educational interventions to address identified gaps in student knowledge about breast cancer. <b>Methodology:</b> A multisite cross-sectional study was carried out in 14 high schools in two regions in southern Ghana to assess the baseline student knowledge of breast cancer. Self-administered questionnaires were used covering the following four domains: (1) general breast cancer knowledge, (2) breast cancer symptoms, (3) risk factors for breast cancer, and (4) breast self-examination/screening for breast cancer. For each domain of knowledge tested, the total score was categorized as adequate knowledge (≥ 50% of questions answered correctly) or inadequate knowledge (< 50% of questions answered correctly). Logistic regression was used to determine factors associated with each of the knowledge domains. Stata 14.0 was used for the statistical analysis, and a <i>p</i> < 0.05 was considered statistically significant. <b>Results:</b> Nine thousand seven hundred sixty-seven students from 10 coeducational and 4 girls-only schools participated with 68% of respondents being female. The mean student age was 16.9 ± 1.2 years. Eighty-four percent of the students demonstrated adequate general knowledge on breast cancer and 54% demonstrated adequate knowledge of breast cancer symptoms. However, only 34% and 21%, respectively, received a score of adequate knowledge in regard to breast cancer risk factors and BSE/breast cancer screening. After combining all domain scores to evaluate overall breast cancer knowledge, less than half (47%) of the students received an adequate breast cancer knowledge score. Females and the girls-only schools had statistically significant adequate levels of knowledge of breast cancer. <b>Conclusion:</b> The overall knowledge of breast cancer among senior high school students in southern Ghana is inadequate especially on knowledge of breast cancer risk factors, breast self-examination, and breast cancer screening. Breast cancer educational activities should be incorporated into the national school health curriculum in senior high schools across the country to ameliorate this knowledge gap, with special emphasis on risk factors and breast self-examination. Adolescent males should be included in breast cancer education.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"5710341"},"PeriodicalIF":1.6,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12208745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144530298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Impact of Breast Density Notification on Anxiety in South Australian Women Undergoing Breast Cancer Screening. 乳房密度通知对南澳大利亚州接受乳腺癌筛查妇女焦虑的影响。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-04-25 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/9997077
Avisak Bhattacharjee, David Walsh, Pallave Dasari, Leigh J Hodson, Suzanne Edwards, Sarah J White, Deborah Turnbull, Wendy V Ingman

Purpose: The purpose was to investigate the impact of breast density notification on anxiety using the State and Trait Anxiety Inventory (STAI) tool in South Australian women undergoing breast cancer screening. Methods: A survey-based cross-sectional mixed method study was conducted in women attending breast cancer screening at the Queen Elizabeth Hospital Breast/Endocrine outpatient department (n = 100). The women had participated in a previous study assessing their general knowledge of breast density and had indicated they wanted to know their own breast density. Breast density was assessed using Volpara software, and the participants were notified by letter. The STAI tool was administered with an additional question asking how participants felt after being told their breast density. State and trait anxiety levels were compared between those receiving notification of dense breasts and those notified of nondense breasts. Results: State anxiety scores were not different between women notified they had dense breasts (n = 34, mean state anxiety ± SD; 36.65 ± 13.03) and those who had nondense breasts (n = 66, 35.17 ± 13.60, p = 0.51). Severe trait anxiety was observed in 8 of 34 (23%) and 13 of 66 (20%) women in the dense and nondense groups, respectively, and there were no significant differences. Qualitative analysis of 122 coded responses revealed the majority of reactions to breast density notification were positive or neutral, with 17% being negative. Conclusion: Notification of dense breasts was not associated with elevated anxiety when compared to the notification of nondense breasts. Breast density notification approaches need to be considerate of the significant proportion of women with severe underlying anxiety.

目的:目的是利用状态和特质焦虑量表(STAI)工具,在南澳大利亚接受乳腺癌筛查的妇女中调查乳房密度通知对焦虑的影响。方法:以调查为基础的横断面混合方法研究在伊丽莎白女王医院乳腺/内分泌门诊接受乳腺癌筛查的妇女(n = 100)。这些女性参加了之前的一项研究,评估了她们对乳腺密度的一般认识,并表示她们想知道自己的乳腺密度。使用Volpara软件评估乳房密度,并以信件通知参与者。在使用STAI工具时,还附加了一个问题,询问参与者在被告知乳房密度后的感受。比较收到致密性乳房通知的患者和收到非致密性乳房通知的患者的状态和特质焦虑水平。结果:状态焦虑评分在被告知有致密乳房的女性之间没有差异(n = 34,平均状态焦虑±SD;(36.65±13.03)和非致密乳腺组(n = 66, 35.17±13.60,p = 0.51)。在密集组和非密集组中,34名女性中有8名(23%)和66名女性中分别有13名(20%)出现严重的特质焦虑,没有显著差异。对122份编码回复的定性分析显示,大多数对乳腺密度通知的反应为阳性或中性,17%为阴性。结论:与告知非致密性乳房相比,告知致密性乳房与焦虑升高无关。乳腺密度通知方法需要考虑到有严重潜在焦虑的妇女的很大比例。
{"title":"The Impact of Breast Density Notification on Anxiety in South Australian Women Undergoing Breast Cancer Screening.","authors":"Avisak Bhattacharjee, David Walsh, Pallave Dasari, Leigh J Hodson, Suzanne Edwards, Sarah J White, Deborah Turnbull, Wendy V Ingman","doi":"10.1155/ijbc/9997077","DOIUrl":"https://doi.org/10.1155/ijbc/9997077","url":null,"abstract":"<p><p><b>Purpose:</b> The purpose was to investigate the impact of breast density notification on anxiety using the State and Trait Anxiety Inventory (STAI) tool in South Australian women undergoing breast cancer screening. <b>Methods:</b> A survey-based cross-sectional mixed method study was conducted in women attending breast cancer screening at the Queen Elizabeth Hospital Breast/Endocrine outpatient department (<i>n</i> = 100). The women had participated in a previous study assessing their general knowledge of breast density and had indicated they wanted to know their own breast density. Breast density was assessed using Volpara software, and the participants were notified by letter. The STAI tool was administered with an additional question asking how participants felt after being told their breast density. State and trait anxiety levels were compared between those receiving notification of dense breasts and those notified of nondense breasts. <b>Results:</b> State anxiety scores were not different between women notified they had dense breasts (<i>n</i> = 34, mean state anxiety ± SD; 36.65 ± 13.03) and those who had nondense breasts (<i>n</i> = 66, 35.17 ± 13.60, <i>p</i> = 0.51). Severe trait anxiety was observed in 8 of 34 (23%) and 13 of 66 (20%) women in the dense and nondense groups, respectively, and there were no significant differences. Qualitative analysis of 122 coded responses revealed the majority of reactions to breast density notification were positive or neutral, with 17% being negative. <b>Conclusion:</b> Notification of dense breasts was not associated with elevated anxiety when compared to the notification of nondense breasts. Breast density notification approaches need to be considerate of the significant proportion of women with severe underlying anxiety.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"9997077"},"PeriodicalIF":1.6,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12048187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144024428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Psychometric Validation of the Bangla Version of the Breast Cancer Fear Scale Among Female University Students in Bangladesh. 孟加拉女大学生乳腺癌恐惧量表孟加拉语版的心理计量学检验。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-04-22 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/6811105
Md Ashfikur Rahman, Md Mikail Hossen, Md Ehsanul Haque Chowdhury, Farzana Afrin Anu, Tanjirul Islam, Md Sazedur Rahman, Satyajit Kundu, Md Hasan Howlader

Background: Research suggests that fear of cancer could be a significant predictor influencing participation in cancer screening. However, no tools have been validated to measure breast cancer fear among women in Bangladesh, while the Breast Cancer Fear Scale (BCFS) has been extensively examined in Western contexts. Thus, this study intends to validate the Bangla version of the BCFS among female university students aged (> 18) years, given the urgent need for a culturally relevant tool to evaluate fear associated with breast cancer screening practices in this population. Methods: This cross-sectional study was conducted in 2023 among female university students in Bangladesh. Participants were aged > 18 years, able to read Bangla, and had no personal or familial history of cancer or chronic illnesses. Data were collected via an online survey using a random sampling method, resulting in 456 eligible participants after data cleaning. The BCFS was translated into Bangla following the standard forward-backward translation process. Exploratory and confirmatory factor analyses (EFA and CFA) were conducted to evaluate the structure of the scale factor. Internal consistency, test-retest reliability, and convergent validity were also assessed. Results: The results showed that the mean age of the participants was 22.91 (SD: 1.12). The Bangla version of the BCFS showed a single-factor structure, high internal consistency (Cronbach's α = 0.939), and good test-retest reliability (r = 0.53, p < 0.001). The CFA results are consistent with the EFA findings, confirming that the scale is a good fit for the one-factor structure. The loadings range from 0.679 (Fear1) to 0.920 (Fear4) in the total sample, indicating that the items are significant indicators of the latent construct. The BCFS demonstrated an acceptable model fit, with RMSEA values below the 0.08 cutoff and SRMR values well below the 0.05 threshold across all samples. Additionally, the GFI, AGFI, NFI, TLI, and CFI values were all above the recommended thresholds, indicating a high fit for the model. Conclusions: The Bangla version of the BCFS has proven to be a powerful and reliable tool for gauging the multifaceted nature of breast cancer fear among Bangladeshi women, particularly female university students. This culturally tailored instrument holds the potential to shed light on the psychological barriers that hinder breast cancer screening.

背景:研究表明,对癌症的恐惧可能是影响参与癌症筛查的重要预测因素。然而,目前还没有有效的工具来衡量孟加拉国妇女对乳腺癌的恐惧,而乳腺癌恐惧量表(BCFS)在西方国家得到了广泛的研究。因此,考虑到迫切需要一种与文化相关的工具来评估这一人群中与乳腺癌筛查实践相关的恐惧,本研究打算在(bb0 - 18)岁的女大学生中验证孟加拉国版本的BCFS。方法:本横断面研究于2023年在孟加拉国女大学生中进行。参与者年龄在18岁到18岁之间,能够阅读孟加拉语,没有个人或家族癌症或慢性疾病史。数据收集采用随机抽样的在线调查方式,经数据清理后,共获得456名符合条件的参与者。BCFS按照标准的前后翻译过程被翻译成孟加拉语。采用探索性和验证性因子分析(EFA和CFA)来评估量表因子的结构。内部一致性、重测信度和收敛效度也被评估。结果:参与者平均年龄为22.91岁(SD: 1.12)。孟加拉语版BCFS具有单因素结构,内部一致性高(Cronbach’s α = 0.939),重测信度好(r = 0.53, p < 0.001)。CFA结果与EFA结果一致,证实该量表很适合单因素结构。总样本的负荷量在0.679 (Fear1) ~ 0.920 (Fear4)之间,说明这些题项是潜在构念的显著指标。BCFS显示了可接受的模型拟合,所有样本的RMSEA值低于0.08截止值,SRMR值远低于0.05阈值。此外,GFI、AGFI、NFI、TLI和CFI值均高于推荐阈值,表明模型拟合度较高。结论:孟加拉国版的BCFS已被证明是一种强大而可靠的工具,可用于衡量孟加拉国妇女,特别是女大学生对乳腺癌的多方面恐惧。这种根据不同文化量身定制的工具有可能揭示阻碍乳腺癌筛查的心理障碍。
{"title":"Psychometric Validation of the Bangla Version of the Breast Cancer Fear Scale Among Female University Students in Bangladesh.","authors":"Md Ashfikur Rahman, Md Mikail Hossen, Md Ehsanul Haque Chowdhury, Farzana Afrin Anu, Tanjirul Islam, Md Sazedur Rahman, Satyajit Kundu, Md Hasan Howlader","doi":"10.1155/ijbc/6811105","DOIUrl":"https://doi.org/10.1155/ijbc/6811105","url":null,"abstract":"<p><p><b>Background:</b> Research suggests that fear of cancer could be a significant predictor influencing participation in cancer screening. However, no tools have been validated to measure breast cancer fear among women in Bangladesh, while the Breast Cancer Fear Scale (BCFS) has been extensively examined in Western contexts. Thus, this study intends to validate the Bangla version of the BCFS among female university students aged (> 18) years, given the urgent need for a culturally relevant tool to evaluate fear associated with breast cancer screening practices in this population. <b>Methods:</b> This cross-sectional study was conducted in 2023 among female university students in Bangladesh. Participants were aged > 18 years, able to read Bangla, and had no personal or familial history of cancer or chronic illnesses. Data were collected via an online survey using a random sampling method, resulting in 456 eligible participants after data cleaning. The BCFS was translated into Bangla following the standard forward-backward translation process. Exploratory and confirmatory factor analyses (EFA and CFA) were conducted to evaluate the structure of the scale factor. Internal consistency, test-retest reliability, and convergent validity were also assessed. <b>Results:</b> The results showed that the mean age of the participants was 22.91 (SD: 1.12). The Bangla version of the BCFS showed a single-factor structure, high internal consistency (Cronbach's <i>α</i> = 0.939), and good test-retest reliability (<i>r</i> = 0.53, <i>p</i> < 0.001). The CFA results are consistent with the EFA findings, confirming that the scale is a good fit for the one-factor structure. The loadings range from 0.679 (Fear1) to 0.920 (Fear4) in the total sample, indicating that the items are significant indicators of the latent construct. The BCFS demonstrated an acceptable model fit, with RMSEA values below the 0.08 cutoff and SRMR values well below the 0.05 threshold across all samples. Additionally, the GFI, AGFI, NFI, TLI, and CFI values were all above the recommended thresholds, indicating a high fit for the model. <b>Conclusions:</b> The Bangla version of the BCFS has proven to be a powerful and reliable tool for gauging the multifaceted nature of breast cancer fear among Bangladeshi women, particularly female university students. This culturally tailored instrument holds the potential to shed light on the psychological barriers that hinder breast cancer screening.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"6811105"},"PeriodicalIF":1.6,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12041632/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144037903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Potential of Mitochondria-Targeted Drug Delivery for Enhanced Breast Cancer Therapy. 探索线粒体靶向给药增强乳腺癌治疗的潜力。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-03-03 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/3013009
Yalda Ghazizadeh, Seyedeh Elnaz Sharifi-Ardani, Negin Tajik, Roya Mirzaei, Jalal Pourahmad

Breast cancer stands as the utmost prevalent malignancy in women, impacting the epithelial tissue of the breast and often displaying resistance to effective treatment due to its diverse molecular and histological features. Current treatment modalities may exhibit decreasing efficacy over time and can lead to disease progression. The mitochondria, a crucial organelle responsible for cellular metabolism and energy supply, stand highly sensitive to both heat and reactive oxygen species, presenting an assuring target for photodynamic and photothermal therapies (PTTs) in cancer cure. The employment of nanodrug carriers for combination deliveries holds promise in addressing challenges related to drug degradation and off-target toxicity. By circumventing the reticuloendothelial system, nanocarriers bolster the drug's bioavailability at the intended site and ensure controlled codelivery of multiple drugs, thereby maintaining the normal pharmacokinetic features and the regular pharmacodynamic characteristics of different therapeutic mechanisms. The precision and efficacy of this innovative technology have revolutionized drug delivery, substantially enhancing treatment effectiveness. In the pursuit of targeting mitochondrial modifications in cancer cells, various combination therapies such as photodynamic therapy (PDT), PTT, and chemodynamic therapy (CDT) have been explored. These therapies have improved the efficiency of mitochondria-targeted cancer treatment due to their advantageous properties of minimal toxicity, noninvasiveness, reduced drug resistance, and a safer profile. Our review article provides an exhaustive overview of alterations in the mitochondrial environment in BC, their impact on BC development, potential mitochondrial targets for BC treatment, nanotherapeutic approaches for targeting mitochondria, and the limitations of these approaches.

乳腺癌是女性中最常见的恶性肿瘤,影响乳房上皮组织,由于其分子和组织学特征的多样性,往往对有效治疗产生抵抗。目前的治疗方式可能会随着时间的推移而表现出疗效下降,并可能导致疾病进展。线粒体是负责细胞代谢和能量供应的重要细胞器,对热和活性氧都高度敏感,是光动力和光热疗法(PTTs)治疗癌症的理想靶点。利用纳米药物载体进行联合递送有望解决与药物降解和脱靶毒性相关的挑战。通过绕过网状内皮系统,纳米载体提高了药物在预期部位的生物利用度,并确保多种药物的可控共递送,从而保持了正常的药代动力学特征和不同治疗机制的常规药效学特征。这种创新技术的精确性和有效性彻底改变了药物输送,大大提高了治疗效果。在追求靶向癌细胞线粒体修饰的过程中,各种联合疗法,如光动力疗法(PDT)、PTT和化学动力疗法(CDT)已经被探索。这些疗法提高了线粒体靶向癌症治疗的效率,因为它们具有毒性小、无创、耐药降低和更安全的优点。我们的综述文章详尽地概述了乳腺癌线粒体环境的改变,它们对乳腺癌发展的影响,乳腺癌治疗的潜在线粒体靶点,靶向线粒体的纳米治疗方法,以及这些方法的局限性。
{"title":"Exploring the Potential of Mitochondria-Targeted Drug Delivery for Enhanced Breast Cancer Therapy.","authors":"Yalda Ghazizadeh, Seyedeh Elnaz Sharifi-Ardani, Negin Tajik, Roya Mirzaei, Jalal Pourahmad","doi":"10.1155/ijbc/3013009","DOIUrl":"https://doi.org/10.1155/ijbc/3013009","url":null,"abstract":"<p><p>Breast cancer stands as the utmost prevalent malignancy in women, impacting the epithelial tissue of the breast and often displaying resistance to effective treatment due to its diverse molecular and histological features. Current treatment modalities may exhibit decreasing efficacy over time and can lead to disease progression. The mitochondria, a crucial organelle responsible for cellular metabolism and energy supply, stand highly sensitive to both heat and reactive oxygen species, presenting an assuring target for photodynamic and photothermal therapies (PTTs) in cancer cure. The employment of nanodrug carriers for combination deliveries holds promise in addressing challenges related to drug degradation and off-target toxicity. By circumventing the reticuloendothelial system, nanocarriers bolster the drug's bioavailability at the intended site and ensure controlled codelivery of multiple drugs, thereby maintaining the normal pharmacokinetic features and the regular pharmacodynamic characteristics of different therapeutic mechanisms. The precision and efficacy of this innovative technology have revolutionized drug delivery, substantially enhancing treatment effectiveness. In the pursuit of targeting mitochondrial modifications in cancer cells, various combination therapies such as photodynamic therapy (PDT), PTT, and chemodynamic therapy (CDT) have been explored. These therapies have improved the efficiency of mitochondria-targeted cancer treatment due to their advantageous properties of minimal toxicity, noninvasiveness, reduced drug resistance, and a safer profile. Our review article provides an exhaustive overview of alterations in the mitochondrial environment in BC, their impact on BC development, potential mitochondrial targets for BC treatment, nanotherapeutic approaches for targeting mitochondria, and the limitations of these approaches.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"3013009"},"PeriodicalIF":1.6,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11991819/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143988796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality of Life Assessment of Breast Cancer Patients Undergoing Chemotherapy in Jordan: A Cross-Sectional Study. 约旦接受化疗的乳腺癌患者的生活质量评估:一项横断面研究。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-03-01 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/9936131
Sijood Janabi, Lobna Gharaibeh, Ibrahim Aldeeb, Ali Abuhaliema

Purpose: Breast cancer patients are subjected to many hardships during chemotherapy which negatively affects the patient's quality of life. The current study was conducted to identify aspects with low scores and produce untoward effects on the quality of life. Results: The results of the study showed that the social functioning domain achieved high quality of life mean score of 76.68 ± 32.94 while emotional functioning attained 38.18 ± 29.61. The most apparent symptoms detected were insomnia and fatigue followed by pain and loss of appetite. Regarding EORTC-BR45, higher score and better quality of life were observed in the body image domain with a mean score of 60.72 ± 37.19, while the future perspective domain achieved low quality of life of 35.41 ± 42.9, and the most obvious symptom for patients was upset by hair loss. Conclusion: The results of the study showed the impact of chemotherapy on the lives of patients and highlighted the aspects that need greater focus by healthcare providers in Jordan. In addition to providing treatment, emotional and psychological support are necessary to improve the quality of life for these women.

目的:乳腺癌患者在化疗过程中经历了许多困难,影响了患者的生活质量。目前的研究是为了识别低得分和对生活质量产生不利影响的方面。结果:社会功能领域生活质量得分为76.68±32.94分,情绪功能领域生活质量得分为38.18±29.61分。最明显的症状是失眠和疲劳,其次是疼痛和食欲不振。EORTC-BR45评分较高,生活质量较好,身体意象领域平均得分为60.72±37.19,未来展望领域生活质量较低,平均得分为35.41±42.9,患者最明显的症状为脱发。结论:研究结果显示了化疗对患者生命的影响,并强调了约旦医疗保健提供者需要更加关注的方面。除了提供治疗外,情感和心理支持对于改善这些妇女的生活质量也是必要的。
{"title":"Quality of Life Assessment of Breast Cancer Patients Undergoing Chemotherapy in Jordan: A Cross-Sectional Study.","authors":"Sijood Janabi, Lobna Gharaibeh, Ibrahim Aldeeb, Ali Abuhaliema","doi":"10.1155/ijbc/9936131","DOIUrl":"https://doi.org/10.1155/ijbc/9936131","url":null,"abstract":"<p><p><b>Purpose:</b> Breast cancer patients are subjected to many hardships during chemotherapy which negatively affects the patient's quality of life. The current study was conducted to identify aspects with low scores and produce untoward effects on the quality of life. <b>Results:</b> The results of the study showed that the social functioning domain achieved high quality of life mean score of 76.68 ± 32.94 while emotional functioning attained 38.18 ± 29.61. The most apparent symptoms detected were insomnia and fatigue followed by pain and loss of appetite. Regarding EORTC-BR45, higher score and better quality of life were observed in the body image domain with a mean score of 60.72 ± 37.19, while the future perspective domain achieved low quality of life of 35.41 ± 42.9, and the most obvious symptom for patients was upset by hair loss. <b>Conclusion:</b> The results of the study showed the impact of chemotherapy on the lives of patients and highlighted the aspects that need greater focus by healthcare providers in Jordan. In addition to providing treatment, emotional and psychological support are necessary to improve the quality of life for these women.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"9936131"},"PeriodicalIF":1.6,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11991791/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144053541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Labels, Language, and Other Strategies to Improve Communication About Lower Grade Forms of Ductal Carcinoma In Situ of the Breast: A National Delphi Survey. 标签、语言和其他策略改善低级别乳腺导管原位癌的沟通:一项全国德尔菲调查。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-02-17 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/8642832
Mavis S Lyons, Genevieve Chaput, Antonio Finelli, Rachel Kupets, Nicole Look Hong, Frances C Wright, Anna R Gagliardi

Purpose: This study is aimed at generating consensus among women who had ductal carcinoma in situ (DCIS) and healthcare professionals on how to improve communication about low-risk forms of DCIS and reduce affected women's diagnosis-related confusion and anxiety. Methods: We conducted a two-round online Delphi survey with affected women and professionals from across Canada. They rated items sourced from prior research and key informant interviews on a 7-point Likert scale. We retained items rated 6 or 7 by ≥ 80% of panelists. Results: Thirty-seven panelists (17 women, 20 professionals) completed Round 1 and 94.6% of those completed Round 2. Of 42 items rated, 18 were retained, 13 discarded, and 11 did not achieve consensus to retain or discard. Women and professionals agreed on 3 language approaches (use plain language, distinguish DCIS from invasive breast cancer, specify the risk of recurrence and spread) and 9 other strategies to help discuss DCIS (e.g., use visual aids, provide or refer women to culturally tailored DCIS-specific information, ensure physicians can access interpreters). Based on rating and comments, women were more enthusiastic than professionals about referring to abnormal cells rather than DCIS and scheduling longer or follow-up visits to address concerns. To disseminate these findings, panelists recommended public awareness campaigns for women and continuing education and professional society endorsement for physicians. Conclusion: These findings address gaps in prior research that recommended changing the DCIS label, but had not fully explored label preferences, or identified other ways to improve and support communication about DCIS.

目的:本研究旨在使患有导管原位癌(DCIS)的妇女和医疗保健专业人员就如何改善低风险形式的DCIS的沟通达成共识,并减少受影响妇女与诊断相关的困惑和焦虑。方法:我们对加拿大各地受影响的妇女和专业人士进行了两轮在线德尔菲调查。他们以7分的李克特量表对来自先前研究和关键线人访谈的项目进行评分。我们保留了被≥80%的小组成员评为6或7的项目。结果:37名小组成员(17名女性,20名专业人士)完成了第1轮,其中94.6%完成了第2轮。在被评估的42个项目中,18个被保留,13个被丢弃,11个未达到保留或丢弃的共识。女性和专业人士同意3种语言方法(使用简单的语言,区分DCIS与浸润性乳腺癌,明确复发和扩散的风险)和9种其他策略来帮助讨论DCIS(例如,使用视觉辅助工具,为女性提供或推荐适合文化的DCIS特定信息,确保医生可以获得口译员)。根据评分和评论,女性比专业人士更热衷于提到异常细胞而不是DCIS,并安排更长时间或随访来解决问题。为了传播这些发现,小组成员建议为妇女开展公众意识运动,并为医生提供继续教育和专业协会认可。结论:这些发现弥补了先前研究的空白,这些研究建议改变DCIS标签,但没有充分探索标签偏好,也没有确定其他方法来改善和支持DCIS的沟通。
{"title":"Labels, Language, and Other Strategies to Improve Communication About Lower Grade Forms of Ductal Carcinoma In Situ of the Breast: A National Delphi Survey.","authors":"Mavis S Lyons, Genevieve Chaput, Antonio Finelli, Rachel Kupets, Nicole Look Hong, Frances C Wright, Anna R Gagliardi","doi":"10.1155/ijbc/8642832","DOIUrl":"10.1155/ijbc/8642832","url":null,"abstract":"<p><p><b>Purpose:</b> This study is aimed at generating consensus among women who had ductal carcinoma in situ (DCIS) and healthcare professionals on how to improve communication about low-risk forms of DCIS and reduce affected women's diagnosis-related confusion and anxiety. <b>Methods:</b> We conducted a two-round online Delphi survey with affected women and professionals from across Canada. They rated items sourced from prior research and key informant interviews on a 7-point Likert scale. We retained items rated 6 or 7 by ≥ 80% of panelists. <b>Results:</b> Thirty-seven panelists (17 women, 20 professionals) completed Round 1 and 94.6% of those completed Round 2. Of 42 items rated, 18 were retained, 13 discarded, and 11 did not achieve consensus to retain or discard. Women and professionals agreed on 3 language approaches (use plain language, distinguish DCIS from invasive breast cancer, specify the risk of recurrence and spread) and 9 other strategies to help discuss DCIS (e.g., use visual aids, provide or refer women to culturally tailored DCIS-specific information, ensure physicians can access interpreters). Based on rating and comments, women were more enthusiastic than professionals about referring to abnormal cells rather than DCIS and scheduling longer or follow-up visits to address concerns. To disseminate these findings, panelists recommended public awareness campaigns for women and continuing education and professional society endorsement for physicians. <b>Conclusion:</b> These findings address gaps in prior research that recommended changing the DCIS label, but had not fully explored label preferences, or identified other ways to improve and support communication about DCIS.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"8642832"},"PeriodicalIF":1.6,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11850068/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143494034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing Skin Cancer Diagnosis Through Fine-Tuning of Pretrained Models: A Two-Phase Transfer Learning Approach. 通过预训练模型的微调增强皮肤癌诊断:一种两阶段迁移学习方法。
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-02-17 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/4362941
Entesar Hamed I Eliwa

Skin cancer is among the most prevalent types of cancer worldwide, and early detection is crucial for improving treatment outcomes and patient survival rates. Traditional diagnostic methods, often reliant on visual examination and manual evaluation, can be subjective and time-consuming, leading to variability in accuracy. Recent developments in machine learning, particularly using pretrained models and fine-tuning techniques, offer promising advancements in automating and improving skin cancer classification. This paper explores the application of a two-phase model using the HAM10000 dataset, which comprises a wide range of skin lesion images. The first phase employs transfer learning with frozen layers, followed by fine-tuning all layers in the second phase to adapt the models more specifically to the dataset. I evaluate nine pretrained models, including VGG16, VGG19, InceptionV3, Xception (extreme inception), and DenseNet121, assessing their performance based on accuracy, precision, recall, and F1 score metrics. The VGG16 model, after fine-tuning, achieved the highest test set accuracy of 99.3%, highlighting its potential for highly accurate skin cancer classification. This study provides important insights for clinicians and researchers, demonstrating the efficacy of advanced machine learning models in enhancing diagnostic accuracy and supporting clinical decision-making in dermatology.

皮肤癌是世界上最普遍的癌症类型之一,早期发现对于改善治疗结果和患者存活率至关重要。传统的诊断方法,往往依赖于视觉检查和人工评估,可能是主观的和耗时的,导致准确性的变化。机器学习的最新发展,特别是使用预训练模型和微调技术,在自动化和改进皮肤癌分类方面提供了有希望的进步。本文探讨了使用HAM10000数据集的两阶段模型的应用,该数据集包含广泛的皮肤病变图像。第一阶段采用冻结层的迁移学习,然后在第二阶段对所有层进行微调,使模型更具体地适应数据集。我评估了9个预训练模型,包括VGG16、VGG19、inception v3、Xception(极端初始化)和DenseNet121,基于准确性、精度、召回率和F1分数指标评估它们的性能。经过微调后,VGG16模型达到了99.3%的最高测试集准确率,突出了其高度准确的皮肤癌分类潜力。这项研究为临床医生和研究人员提供了重要的见解,证明了先进的机器学习模型在提高皮肤科诊断准确性和支持临床决策方面的功效。
{"title":"Enhancing Skin Cancer Diagnosis Through Fine-Tuning of Pretrained Models: A Two-Phase Transfer Learning Approach.","authors":"Entesar Hamed I Eliwa","doi":"10.1155/ijbc/4362941","DOIUrl":"10.1155/ijbc/4362941","url":null,"abstract":"<p><p>Skin cancer is among the most prevalent types of cancer worldwide, and early detection is crucial for improving treatment outcomes and patient survival rates. Traditional diagnostic methods, often reliant on visual examination and manual evaluation, can be subjective and time-consuming, leading to variability in accuracy. Recent developments in machine learning, particularly using pretrained models and fine-tuning techniques, offer promising advancements in automating and improving skin cancer classification. This paper explores the application of a two-phase model using the HAM10000 dataset, which comprises a wide range of skin lesion images. The first phase employs transfer learning with frozen layers, followed by fine-tuning all layers in the second phase to adapt the models more specifically to the dataset. I evaluate nine pretrained models, including VGG16, VGG19, InceptionV3, Xception (extreme inception), and DenseNet121, assessing their performance based on accuracy, precision, recall, and <i>F</i>1 score metrics. The VGG16 model, after fine-tuning, achieved the highest test set accuracy of 99.3%, highlighting its potential for highly accurate skin cancer classification. This study provides important insights for clinicians and researchers, demonstrating the efficacy of advanced machine learning models in enhancing diagnostic accuracy and supporting clinical decision-making in dermatology.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"4362941"},"PeriodicalIF":1.6,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11850074/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143494031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reactive Axillary Lymphadenopathy Among Different COVID-19 Vaccines: A Retrospective Study in Breast Sonography. 不同COVID-19疫苗引起的反应性腋窝淋巴结病:乳腺超声回顾性研究
IF 1.6 Q4 ONCOLOGY Pub Date : 2025-02-15 eCollection Date: 2025-01-01 DOI: 10.1155/ijbc/8126974
Pin-Chi Huang, Chia-Hui Chen, Chiao-Hsuan Chien, Chen-Hui Chen, Chin-Yu Chen

Background/Purpose: During the coronavirus disease 2019 (COVID-19) outbreak, reactive lymphadenopathy after vaccination is a major concern in breast sonography, especially for patients with a history of breast cancer. The state-of-the-art literature on clinical and sonographic findings either examines a small volume of cases or limited types of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine. This study is aimed at providing vast clinical information to facilitate breast sonographic examination for participants who underwent recent SARS-CoV-2 vaccination. Methods: Among different SARS-CoV-2 vaccines in the Asian Taiwanese population, reactive axillary lymphadenopathy was investigated through breast sonographic findings and clinical data analysis. The sample included participants with recent vaccination by different brands approved in Taiwan, such as the AstraZeneca ChAdOx1 (AZ) vaccine, Moderna mRNA-1273 (Moderna) vaccine, and Pfizer-BioNTech BNT162b2 (BNT) vaccine. Results: A total of 291 participants received the AZ vaccine, 154 received the BNT vaccine, 222 received the Moderna vaccine, and 422 were nonvaccinated during the study period. The incidence rate for axillary reactive lymphadenopathy was 10.9, 21.3, 21.4, and 0.6, respectively. No incidence of malignancy was reported during the 6-month follow-up period. The AZ vaccine, which is a virus-vector vaccine reported a lower incidence rate than mRNA vaccines. We also found lymphadenopathy may last for more than 1 month after vaccination in this study. Conclusion: The study results provide additional supporting information for the management suggested by the recently updated revision of the Society of Breast Imaging guideline pertaining to lymphadenopathy diagnosis of SARS-CoV-2 vaccine-related ipsilateral lymphadenopathy and screening of mammograms.

背景/目的:在2019冠状病毒病(COVID-19)暴发期间,疫苗接种后反应性淋巴结病是乳腺超声检查的主要关注点,特别是对有乳腺癌病史的患者。关于临床和超声检查结果的最新文献要么检查了少量病例,要么检查了有限类型的严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)疫苗。本研究旨在为近期接种了SARS-CoV-2疫苗的参与者提供大量的临床信息,以便进行乳腺超声检查。方法:通过对亚洲台湾人群不同SARS-CoV-2疫苗的乳腺超声检查和临床资料分析,对反应性腋窝淋巴结病进行调查。该样本包括最近接种过台湾批准的不同品牌疫苗的参与者,如阿斯利康ChAdOx1 (AZ)疫苗、Moderna mRNA-1273 (Moderna)疫苗和辉瑞- biontech BNT162b2 (BNT)疫苗。结果:在研究期间,共有291名参与者接种了AZ疫苗,154名接种了BNT疫苗,222名接种了Moderna疫苗,422名未接种疫苗。腋窝反应性淋巴结病的发生率分别为10.9、21.3、21.4和0.6。随访6个月无恶性肿瘤发生。AZ疫苗是一种病毒载体疫苗,报道的发病率低于mRNA疫苗。我们还发现,在本研究中,淋巴结病变可能在接种疫苗后持续1个月以上。结论:该研究结果为最近更新的美国乳腺影像学学会(Society of Breast Imaging)指南关于SARS-CoV-2疫苗相关同侧淋巴结病的诊断和乳房x光检查建议的管理提供了额外的支持信息。
{"title":"Reactive Axillary Lymphadenopathy Among Different COVID-19 Vaccines: A Retrospective Study in Breast Sonography.","authors":"Pin-Chi Huang, Chia-Hui Chen, Chiao-Hsuan Chien, Chen-Hui Chen, Chin-Yu Chen","doi":"10.1155/ijbc/8126974","DOIUrl":"10.1155/ijbc/8126974","url":null,"abstract":"<p><p><b>Background/Purpose:</b> During the coronavirus disease 2019 (COVID-19) outbreak, reactive lymphadenopathy after vaccination is a major concern in breast sonography, especially for patients with a history of breast cancer. The state-of-the-art literature on clinical and sonographic findings either examines a small volume of cases or limited types of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine. This study is aimed at providing vast clinical information to facilitate breast sonographic examination for participants who underwent recent SARS-CoV-2 vaccination. <b>Methods:</b> Among different SARS-CoV-2 vaccines in the Asian Taiwanese population, reactive axillary lymphadenopathy was investigated through breast sonographic findings and clinical data analysis. The sample included participants with recent vaccination by different brands approved in Taiwan, such as the AstraZeneca ChAdOx1 (AZ) vaccine, Moderna mRNA-1273 (Moderna) vaccine, and Pfizer-BioNTech BNT162b2 (BNT) vaccine. <b>Results:</b> A total of 291 participants received the AZ vaccine, 154 received the BNT vaccine, 222 received the Moderna vaccine, and 422 were nonvaccinated during the study period. The incidence rate for axillary reactive lymphadenopathy was 10.9, 21.3, 21.4, and 0.6, respectively. No incidence of malignancy was reported during the 6-month follow-up period. The AZ vaccine, which is a virus-vector vaccine reported a lower incidence rate than mRNA vaccines. We also found lymphadenopathy may last for more than 1 month after vaccination in this study. <b>Conclusion:</b> The study results provide additional supporting information for the management suggested by the recently updated revision of the Society of Breast Imaging guideline pertaining to lymphadenopathy diagnosis of SARS-CoV-2 vaccine-related ipsilateral lymphadenopathy and screening of mammograms.</p>","PeriodicalId":46159,"journal":{"name":"International Journal of Breast Cancer","volume":"2025 ","pages":"8126974"},"PeriodicalIF":1.6,"publicationDate":"2025-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11846679/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143484222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Breast Cancer
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1