breast cancer early detection

乳腺癌早期检测
  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    乳腺癌是女性中与癌症有关的死亡,也是美国医疗服务和处方药费用最高的癌症。美国卫生当局建议进行乳腺癌筛查,但目前的筛查工作往往受到高假阳性率的影响.基于循环肿瘤DNA(ctDNA)的液体活检已成为筛查癌症的潜在方法。然而,乳腺癌的检测,特别是在早期阶段,由于ctDNA的含量低和分子亚型的异质性,因此具有挑战性。
    这里,我们采用了多模态方法,即通过DNA甲基化和大小(SPOT-MAS)筛选肿瘤的存在,同时分析239例非转移性乳腺癌患者和278例健康受试者血浆样本中无细胞DNA(cfDNA)的多重特征.
    我们确定了全基因组甲基化变化(GWM)的不同概况,拷贝数变更(CNA),和乳腺癌患者的cfDNA中的4-核苷酸寡聚物(4-mer)末端基序(EM)。我们进一步使用所有三个签名来构建多特征机器学习模型,并表明组合模型优于由单个特征构建的基础模型,达到0.91的AUC(95%CI:0.87-0.95),灵敏度为65%,特异性为96%。
    我们的研究结果表明,基于cfDNA甲基化分析的多模态液体活检检测,CNA和EM可以提高早期乳腺癌检测的准确性。
    UNASSIGNED: Breast cancer causes the most cancer-related death in women and is the costliest cancer in the US regarding medical service and prescription drug expenses. Breast cancer screening is recommended by health authorities in the US, but current screening efforts are often compromised by high false positive rates. Liquid biopsy based on circulating tumor DNA (ctDNA) has emerged as a potential approach to screen for cancer. However, the detection of breast cancer, particularly in early stages, is challenging due to the low amount of ctDNA and heterogeneity of molecular subtypes.
    UNASSIGNED: Here, we employed a multimodal approach, namely Screen for the Presence of Tumor by DNA Methylation and Size (SPOT-MAS), to simultaneously analyze multiple signatures of cell free DNA (cfDNA) in plasma samples of 239 nonmetastatic breast cancer patients and 278 healthy subjects.
    UNASSIGNED: We identified distinct profiles of genome-wide methylation changes (GWM), copy number alterations (CNA), and 4-nucleotide oligomer (4-mer) end motifs (EM) in cfDNA of breast cancer patients. We further used all three signatures to construct a multi-featured machine learning model and showed that the combination model outperformed base models built from individual features, achieving an AUC of 0.91 (95% CI: 0.87-0.95), a sensitivity of 65% at 96% specificity.
    UNASSIGNED: Our findings showed that a multimodal liquid biopsy assay based on analysis of cfDNA methylation, CNA and EM could enhance the accuracy for the detection of early- stage breast cancer.
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  • 文章类型: Journal Article
    当乳腺癌被早期发现和治疗时,生存的机会非常高。然而,许多环境中的女性在早期发现方面面临着复杂的障碍,包括社会,经济,地理,和其他相互关联的因素,这可能会限制他们的访问时间,负担得起的,和有效的乳房保健服务。以前,乳腺健康全球倡议(BHGI)制定了早期发现和诊断乳腺癌的资源分层指南.在2018年10月举行的第六届BHGI全球峰会的共识文章中,作者描述了早期检测计划开发的阶段。从基于意识教育和技术培训的临床可检测疾病诊断所需的管理策略开始,病史和体格检查,和准确的组织诊断。解决的核心问题包括财务和治理,这与成功的计划有关,实施,以及程序改进的迭代过程,并且需要乳腺癌早期检测程序才能在任何资源环境中取得成功。给出了实现的例子,process,以及有助于项目实施监测的临床结果指标。介绍了国家案例,以突出实施成功的乳腺癌早期检测计划的挑战和机遇,并考虑了在现实世界中实现乳腺癌早期检测的障碍和促进因素的复杂相互作用。
    When breast cancer is detected and treated early, the chances of survival are very high. However, women in many settings face complex barriers to early detection, including social, economic, geographic, and other interrelated factors, which can limit their access to timely, affordable, and effective breast health care services. Previously, the Breast Health Global Initiative (BHGI) developed resource-stratified guidelines for the early detection and diagnosis of breast cancer. In this consensus article from the sixth BHGI Global Summit held in October 2018, the authors describe phases of early detection program development, beginning with management strategies required for the diagnosis of clinically detectable disease based on awareness education and technical training, history and physical examination, and accurate tissue diagnosis. The core issues address include finance and governance, which pertain to successful planning, implementation, and the iterative process of program improvement and are needed for a breast cancer early detection program to succeed in any resource setting. Examples are presented of implementation, process, and clinical outcome metrics that assist in program implementation monitoring. Country case examples are presented to highlight the challenges and opportunities of implementing successful breast cancer early detection programs, and the complex interplay of barriers and facilitators to achieving early detection for breast cancer in real-world settings are considered.
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  • 文章类型: Journal Article
    Breast cancer is the most common cancer in women all over the world, also in Vietnam. In recent years, the incidence of breast cancer has been increasing in Vietnam, and most cases are diagnosed at late stages, making treatment more difficult. More and better early detection could help more women to survive. The aim of this study was to identify the current knowledge, attitude and practice about early detection of breast cancer as well as potential predictors of breast cancer screening among women aged 20 to 49 year in a mountainous commune in Thanh Hoa Province, Vietnam, in a largely ethnic Muong population. Women aged 20 to 49 years were selected by systematic random sampling to participate in a cross sectional study in October 2017. They were interviewed with a closed questionnaire about their knowledge of breast cancer, its risk factors, and warning signs. A checklist for performance of breast self-examination was also applied. Three hundred six women agreed to participate in the study. More than half had a low level of knowledge, and were weak in attitude and practice about breast self-examination, clinical breast examination, breast ultrasound, and mamography. Among women who had practiced at least 1 screening method, 17.0% mentioned clinical breast examination, and only 13.8% reported practicing breast self-examination. Factors associated with practice included knowledge about breast cancer early detection (BCED), ethnicity, income, the BCED information approach, and the BCED screening programs approach. The finding of a very low proportion of women in the mountainous setting with good awareness and practice on early detection of breast cancer is important evidence to inform the BCED intervention program developers about where and how to target which information, especially to reach more ethnic minority women.
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  • 文章类型: Journal Article
    背景:关于女性因乳房相关症状寻求诊断服务的途径的信息可以帮助突出与改善乳腺癌早期诊断的医疗保健系统相关的挑战。
    方法:我们回顾性分析了整个患者路径,从最初的症状识别到最初的医疗保健访问,直到马里病理服务的最终诊断。基于问卷调查的结构化患者访谈(n=124)的数据用于计算首次就诊时间(中位数91天)和连续诊断时间(中位数21天),并提取有关最初就诊的医疗机构类型的信息(社区医疗保健中心,转诊医院,三级医院,私人诊所)。首次就诊的中位时间和诊断时间以及最初就诊的医疗机构的类型与患者特征进行交叉列表。对巴马科社区医疗中心和转诊医院的医生(n=30)进行了另一项调查,以了解有关患有乳房相关症状的女性患者的最新知识和转诊实践。
    结果:最初到私人诊所就诊的患者的首次就诊时间最短(中位数为44天),但诊断时间最长(中位数为170天)。前往社区医疗中心和转诊医院的患者首次就诊时间最长(中位数为153天和206天,分别),但诊断时间较短(中位数为95天和7天,分别)。大多数患者(45%)最初到三级医院就诊;这些患者的总诊断时间最短(平均寻求健康时间为56天,诊断时间为8天)。但没有遵循马里锥体医疗系统患者的推荐途径。医生调查显示,社区医疗中心的乳腺癌知识低于转诊医院。然而,大多数医生认为能够识别可疑癌症病例,并将患者直接转诊到医院。
    结论:在实施任何早期检测措施之前,需要确定不同医疗机构在确保患有乳房相关症状的患者分诊方面的作用。特别是在医疗保健系统的入门级,需要加强卫生服务的获取和质量。
    BACKGROUND: Information on pathways of women seeking diagnostic services due to breast- related symptoms can help highlight challenges related to the healthcare system in improving early diagnosis of breast cancer.
    METHODS: We retrospectively analysed the entire patient pathway, from first symptom recognition via initial healthcare visit up to final diagnosis at the pathology service in Mali. Data from questionnaire-based structured patient interviews (n = 124) were used to calculate time to first healthcare visit (median 91 days) and consecutive time to diagnosis (median 21 days) and to extract information on type of initially visited healthcare facility (community healthcare centre, referral hospital, tertiary hospital, private clinic). Median time to first healthcare visit and time to diagnosis and type of initially-visited healthcare facility were cross-tabulated with patient characteristics. An additional survey among (n = 30) medical doctors in the community healthcare centres and referral hospitals in Bamako was conducted to understand current knowledge and referral practice with respect to female patients with breast-related symptoms.
    RESULTS: Patients who initially visited private clinics had the shortest time to first healthcare visit (median 44 days), but the longest time to diagnosis (median 170 days). Patients visiting community healthcare centres and referral hospitals took longest for a first healthcare visit (median 153 and 206 days, respectively), but the time to diagnosis was shorter (median 95 and 7 days, respectively). The majority of patients (45%) initially visited a tertiary hospital; these patients had shortest total time to diagnosis (median 56 days health seeking and 8 days diagnostic time), but did not follow the recommended pathway for patients in the pyramidal healthcare system in Mali. The doctors\' survey showed lower breast cancer knowledge in the community healthcare centres than in the referral hospitals. However, most doctors felt able to recognise suspected cases of cancer and referred patients directly to a hospital.
    CONCLUSIONS: The role of different healthcare facilities in ensuring triage of patients with breast-related symptoms needs to be defined before any early detection initiatives are implemented. Especially at the entry level of the healthcare system, the access and quality of health services need to be strengthened.
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  • 文章类型: Journal Article
    血清循环微小RNA(c-miRNA)是癌症诊断的有用生物标志物。这里,我们描述了一步分支滚环扩增(BRCA)方法的发展,以测量血清c-miRNAs水平,以早期诊断乳腺癌。四个c-miRNAs,c-miRNA16(c-miR-16),c-miRNA21(c-miR-21),c-miRNA155(c-miR-155),从49例乳腺癌患者和19例健康对照者血清中分离出c-miRNA195(c-miR-195)。其中,45例乳腺癌患者和15例健康对照者使用一步法BRCA进行分析,4名乳腺癌患者和4名健康对照通过定量实时PCR分析[校正]。I期乳腺癌患者血清c-miR16、c-miR21、c-miR155和c-miR195水平高于健康对照组(P<0.0001)。这些水平在几种乳腺癌分子亚型中也较高(HER-2过表达,管腔A,管腔B,和三阴性乳腺癌)比健康对照受试者。c-miR16,c-miR21,c-miR155和c-miR195对乳腺癌早期诊断的诊断准确性已通过受试者工作特征(ROC)曲线测定证实。这些结果表明,BRCA方法可用于测量血清c-miRNAs水平,并且该方法具有很高的准确性,灵敏度,和特异性。此外,BRCA方法和实时定量PCR(qRT-PCR)方法均表明血清c-miR16、c-miR21、c-miR155和c-miR195水平可作为提高乳腺癌早期诊断水平的生物标志物,区分不同的乳腺癌分子亚型。
    Serum circulating microRNAs (c-miRNAs) are serving as useful biomarkers for cancer diagnosis. Here, we describe the development of a one-step branched rolling circle amplification (BRCA) method to measure serum c-miRNAs levels for early diagnosis of breast cancer. Four c-miRNAs, c-miRNA16 (c-miR-16), c-miRNA21 (c-miR-21), c-miRNA155 (c-miR-155), and c-miRNA195 (c-miR-195) were isolated from the serum of 49 breast cancer patients and 19 healthy controls. Among them, 45 breast cancer patients and 15 healthy controls were analyzed using one-step BRCA, 4 breast cancer patients and 4 healthy controls were analyzed by quantitative real-time PCR assay [corrected]. The serum levels of c-miR16, c-miR21, c-miR155, and c-miR195 were higher (P < 0.0001) in stage I breast cancer patients than healthy controls. These levels were also higher in several breast cancer molecular subtypes (HER-2 over-expression, Luminal A, Luminal B, and triple negative breast cancer) than in healthy control subjects. The diagnostic accuracy of c-miR16, c-miR21, c-miR155, and c-miR195 for early diagnosis of breast cancer was confirmed by receiver operating characteristic (ROC) curve assay. These results show that the BRCA method can be used to measure serum c-miRNAs levels, and that this method has high accuracy, sensitivity, and specificity. Moreover, both BRCA approach and quantitative real-time PCR (qRT-PCR) method show that the serum levels of c-miR16, c-miR21, c-miR155, and c-miR195 could be used as biomarkers to improve the early diagnosis of breast cancer, and distinguish different breast cancer molecular subtypes.
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