DCIS

DCIS
  • 文章类型: Journal Article
    目的:导管原位癌被认为是一种没有转移潜力的局部疾病,因此前哨淋巴结活检(SLNB)可被视为过度治疗.SLNB应保留给浸润性癌症患者,即使升级的风险上升到25%。我们旨在确定浸润性癌术后分期的临床病理预测因素。
    方法:我们回顾性分析了2017年1月至2021年12月期间接受乳腺手术的术前诊断为DCIS的患者,并在PTV的乳腺单元进行了评估(PoliclinicoTorVergata,罗马)。
    结果:在267例诊断为DCIS的患者中,33例(12.4%)接受了分期诊断,9例(3.37%)患者出现前哨淋巴结(SLN)转移。在多变量分析中,3级肿瘤(OR1.9;95%CI1.2-5.6),乳腺钼靶照相术中的致密结节(OR1.3;95%CI1.1-2.6)和超声检查中的实性结节(OR1.5;95%CI1.2-2.6)是独立的升级预测因素.不同的是,SLNB转移的独立预测因子为:分期(OR2.1.;95%CI1.2-4.6;p=0.0079),年龄在40至60岁之间(OR1.4;95%CI1.4-2.7;p=0.027)。所有9例SLN转移患者均接受了分期诊断,年龄在40至60岁之间。
    结论:我们确定了浸润性导管癌的术前独立预测因素。在DCIS的手术治疗算法中结合使用不同的预测因子可以减少不必要的SLNB的数量。
    OBJECTIVE: Ductal carcinoma in situ is considered a local disease with no metastatic potential, thus sentinel lymph node biopsy (SLNB) may be deemed an overtreatment. SLNB should be reserved for patients with invasive cancer, even though the risk of upstaging rises to 25 %. We aimed to identify clinicopathological predictors of post-operative upstaging in invasive carcinoma.
    METHODS: We retrospectively analyzed patients with a pre-operative diagnosis of DCIS subjected to breast surgery between January 2017 to December 2021, and evaluated at the Breast Unit of PTV (Policlinico Tor Vergata, Rome).
    RESULTS: Out of 267 patients diagnosed with DCIS, 33(12.4 %) received a diagnosis upstaging and 9(3.37 %) patients presented with sentinel lymph node (SLN) metastasis. In multivariate analysis, grade 3 tumor (OR 1.9; 95 % CI 1.2-5.6), dense nodule at mammography (OR 1.3; 95 % CI 1.1-2.6) and presence of a solid nodule at ultrasonography (OR 1.5; 95 % CI 1.2-2.6) were independent upstaging predictors. Differently, the independent predictors for SLNB metastasis were: upstaging (OR 2.1.; 95 % CI 1.2-4.6; p = 0.0079) and age between 40 and 60yrs (OR 1.4; 95 % CI 1.4-2.7; p = 0.027). All 9 patients with SLN metastasis received a diagnosis upstaging and were aged between 40 and 60 years old.
    CONCLUSIONS: We identified pre-operative independent predictors of upstaging to invasive ductal carcinoma. The combined use of different predictors in an algorithm for surgical treatments of DCIS could reduce the numbers of unnecessary SLNB.
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  • 文章类型: Journal Article
    背景:导管原位癌(DCIS)是浸润性乳腺癌的最常见形式,5-10%的病例进展为侵袭性疾病。在这里,我们调查了低HER2水平和DCIS临床病理特征与随后的同侧局部区域复发(LRR)之间的关系.
    方法:我们访问了前瞻性维护的机构数据库。通过免疫组织化学确定HER2状态,并分类为null(评分0),过表达(3+),和低(1+或2+);未考虑原位杂交,因为它不用于常规DCIS诊断。
    结果:在375例DCIS患者中,中位年龄为54(27-88)岁,原发性肿瘤大小<2.5厘米,占63%,33%的III级,81%的病例中激素受体状态(HR)阳性;71%接受了保乳手术,34%接受辅助内分泌治疗,39%接受放疗。共有197例(52%)的肿瘤具有低HER2表达,结果与I/II级显著相关(P<.001),Ki67<20%(P<.001),和HR阳性状态(P<.001)。HER2低分布从ER阴性和ER低(<10%)的19.61%和50%到ER高(50%-95%)和非常高的肿瘤(>95%)的60%和69%(P<.001)。经过中位39个月的随访(IQR16-65),LRR的累积发生率为0.054。在17例配对原发肿瘤和LRR患者中,5人的HER2状态不一致,HER2表达增加和减少的均匀分布。
    结论:在DCIS中HER2低表达与侵袭性降低的特征相关。重要的是,HER2表达的变化可能会提示在复发病例中进行重新检测,与浸润性乳腺癌的观察结果一致。
    BACKGROUND: Ductal carcinoma in situ (DCIS) is the most common form of preinvasive breast cancer, with 5-10% of cases progressing into invasive disease. Herein, we investigated the association between HER2-low and clinico-pathological characteristics in DCIS and subsequent ipsilateral loco-regional relapse (LRR).
    METHODS: We accessed our prospectively maintained institutional database. HER2 status was determined by immunohistochemistry and classified as null (score 0), over-expressed (3+), and low (1+ or 2+); in situ hybridization was not considered since it is not used for routine DCIS diagnostics.
    RESULTS: Among 375 patients with DCIS, median age was 54 (27-88) years, with a primary tumor size < 2.5 cm in 63%, grade III in 33%, and positive hormone receptor status (HR) in 81% of cases; 71% underwent breast-conserving surgery, 34% received adjuvant endocrine and 39% radiotherapy. A total of 197 (52%) had tumors with low HER2 expression, which resulted significantly associated with grade I/II (P < .001), Ki67< 20% (P < .001), and HR-positive status (P < .001). HER2-low distribution varied from 19.61% and 50% in ER negative and ER-low (<10%) to 60% and 69% in ER high (50%-95%) and very high tumors (> 95%) (P < .001). After a median 39-month follow-up (IQR 16-65), cumulative incidences of LRR was 0.054. Among 17 patients with paired primary tumor and LRR, 5 had discordant HER2 status, with an even distribution of increased and decreased HER2 expression.
    CONCLUSIONS: Low HER2 expression in DCIS is associated with features of reduced aggressiveness. Importantly, changes in HER2 expression may occur prompting retesting in recurrent cases, in line with observations in invasive breast cancer.
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  • 文章类型: Journal Article
    目的:显示他莫昔芬对导管原位癌(DCIS)女性有益的试验发表于20年前,但随后内分泌治疗的摄入量较低。我们估计2001年至2018年间在社区环境中患有DCIS的女性开始内分泌治疗,反映了最近几年的诊断比以前的研究。
    方法:该回顾性队列包括2001年至2018年诊断为首次原发性DCIS的≥20岁成年女性,随后至2019年,并纳入美国三个综合医疗保健系统之一。我们收集了内分泌治疗药物(他莫昔芬,芳香化酶抑制剂[AI])在DCIS诊断后12个月内从电子药房记录中获得。使用具有对数链接和泊松分布的广义线性模型,我们估计随着时间和患者的内分泌治疗开始率,肿瘤(包括雌激素受体[ER]状态),和治疗特点。
    结果:在2020年患有DCIS的女性中,587(29%)在诊断后12个月内开始内分泌治疗(1208名ER阳性DCIS女性中有36%)。在使用内分泌治疗的女性中,506(86%)开始他莫昔芬和81(14%)开始AI。在2001年至2017年期间,年龄调整后的内分泌治疗开始从34%下降到21%;在2015年至2018年期间,AI的使用从8%增加到35%。不太可能开始内分泌治疗的女性是ER阴性或有临界/未知或无ER测试结果。诊断时≥65岁,黑色,没有接受放疗。
    结论:诊断为DCIS的女性中有三分之一开始内分泌治疗,使用随着时间的推移而减少。了解为什么有资格接受内分泌治疗的女性不启动对于最大限度地提高DCIS诊断后的无病生存率很重要。
    OBJECTIVE: Trials demonstrating benefits of tamoxifen for women with ductal carcinoma in situ (DCIS) were published > 20 years ago; yet subsequent uptake of endocrine therapy was low. We estimated endocrine therapy initiation in women with DCIS between 2001 and 2018 in a community setting, reflecting more recent years of diagnosis than previous studies.
    METHODS: This retrospective cohort included adult females ≥ 20 years diagnosed with first primary DCIS between 2001 and 2018, followed through 2019, and enrolled in one of three U.S. integrated healthcare systems. We collected data on endocrine therapy dispensings (tamoxifen, aromatase inhibitors [AIs]) from electronic pharmacy records within 12 months after DCIS diagnosis. Using generalized linear models with a log link and Poisson distribution, we estimated endocrine therapy initiation rates over time and by patient, tumor (including estrogen receptor [ER] status), and treatment characteristics.
    RESULTS: Among 2020 women with DCIS, 587 (29%) initiated endocrine therapy within 12 months after diagnosis (36% among 1208 women with ER-positive DCIS). Among women who used endocrine therapy, 506 (86%) initiated tamoxifen and 81 (14%) initiated AIs. Age-adjusted endocrine therapy initiation declined from 34 to 21% between 2001 and 2017; between 2015 and 2018, AI use increased from 8 to 35%. Women less likely to initiate endocrine therapy were ER-negative or had borderline/unknown or no ER test results, ≥ 65 years at diagnosis, Black, and received no radiotherapy.
    CONCLUSIONS: One-third of women diagnosed with DCIS initiated endocrine therapy, and use decreased over time. Understanding why women eligible for endocrine therapy do not initiate is important to maximizing disease-free survival following DCIS diagnosis.
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  • 文章类型: Journal Article
    背景:迫切需要更好地了解导管原位癌(DCIS),以将这些侵袭前病变识别为不同的临床实体。信号素3F(SEMA3F)是一种可溶性轴突导向分子,及其共受体Neuropilin1(NRP1)和NRP2在侵袭性上皮BC细胞中强烈表达。
    方法:我们利用两个细胞系模型来表示从健康状态到轻度侵袭性或导管原位癌(DCIS)阶段的进展,最终,侵袭细胞系。此外,我们采用了体内模型,并对患者数据库进行了分析,以确保结果的翻译相关性.
    结果:我们揭示了SEMA3F在乳腺癌(BC)DCIS向浸润性导管癌转变过程中通过NRP1和NRP2的作用作为侵袭的启动子。在上皮细胞中,SEMA3F激活上皮间质转化,而促进细胞外基质降解和基底膜和肌上皮细胞层分解。
    结论:结合我们的患者数据库数据,这些概念验证结果揭示了在最常见的侵袭前BC病变中发生的新的SEMA3F介导的机制,DCIS,并代表其向入侵过渡的有效和直接激活。此外,具有临床和治疗相关性,SEMA3F的作用可以直接通过其辅助受体被阻断,从而防止侵袭并将DCIS病变保持在侵袭前状态。
    BACKGROUND: A better understanding of ductal carcinoma in situ (DCIS) is urgently needed to identify these preinvasive lesions as distinct clinical entities. Semaphorin 3F (SEMA3F) is a soluble axonal guidance molecule, and its coreceptors Neuropilin 1 (NRP1) and NRP2 are strongly expressed in invasive epithelial BC cells.
    METHODS: We utilized two cell line models to represent the progression from a healthy state to the mild-aggressive or ductal carcinoma in situ (DCIS) stage and, ultimately, to invasive cell lines. Additionally, we employed in vivo models and conducted analyses on patient databases to ensure the translational relevance of our results.
    RESULTS: We revealed SEMA3F as a promoter of invasion during the DCIS-to-invasive ductal carcinoma transition in breast cancer (BC) through the action of NRP1 and NRP2. In epithelial cells, SEMA3F activates epithelialmesenchymal transition, whereas it promotes extracellular matrix degradation and basal membrane and myoepithelial cell layer breakdown.
    CONCLUSIONS: Together with our patient database data, these proof-of-concept results reveal new SEMA3F-mediated mechanisms occurring in the most common preinvasive BC lesion, DCIS, and represent potent and direct activation of its transition to invasion. Moreover, and of clinical and therapeutic relevance, the effects of SEMA3F can be blocked directly through its coreceptors, thus preventing invasion and keeping DCIS lesions in the preinvasive state.
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  • 文章类型: Journal Article
    背景:目前的指南不建议对导管原位癌(DCIS)进行常规前哨淋巴结活检(SLNB),除了在乳房切除术或微创疾病的设置。这项研究旨在评估接受DCIS前期乳房切除术的女性的全国SLNB利用率,确定SLNB利用率的预测因子,并确定SLNB阳性的百分比。
    方法:使用NCDB对2012年至2017年接受前期乳房切除术的临床DCIS女性进行了回顾性队列分析。比较了接受SLNB和未接受SLNB的患者的人口统计学和临床病理变量。使用多因素logistic回归模型来确定与SLNB利用和SLNB阳性相关的因素。
    结果:约38,973例患者符合纳入标准:34,231例(88%)接受SLNB,4742例(12%)无手术腋窝分期。大多数患者年龄在50-69岁(51%),非西班牙裔白人(71%),私人保险(66%)。在多变量分析中,老年患者接受SLNB的可能性较小(P<0.01),而DCIS分级较高的患者更有可能接受SLNB(P<0.01)。在接受SLNB的患者中(n=34,231),只有1,149(3.4%)有淋巴结参与。非西班牙裔黑人患者SLNB阳性的几率增加(P<0.01),而那些患有雌激素受体阳性疾病的患者节点阳性的可能性较小(OR0.68,P<.001)。
    结论:虽然88%的患者患有SLNB,只有3.4%的人发现节点阳性。鉴于如此低的利率,在选择低级别患者时考虑SLNB遗漏是合理的,接受前期乳房切除术的激素受体阳性DCIS。
    BACKGROUND: Current guidelines do not recommend routine sentinel node biopsy (SLNB) for ductal carcinoma in situ (DCIS), except in the setting of mastectomy or microinvasive disease. This study aimed to evaluate national SLNB utilization in women undergoing upfront mastectomy for DCIS, identify predictors of SLNB utilization, and determine the percentage with a positive SLNB.
    METHODS: A retrospective cohort analysis was performed using the NCDB of women with clinical DCIS who underwent upfront mastectomy between 2012 and 2017. Demographic and clinicopathologic variables were compared between patients who underwent SLNB and those who did not. Multivariate logistic regression models were used to identify factors associated with SLNB utilization and positive SLNB.
    RESULTS: About 38,973 patients met inclusion criteria: 34,231 (88%) underwent SLNB and 4742 (12%) had no surgical axillary staging. Most patients were age 50-69 (51%), non-Hispanic White (71%), with private insurance (66%). On multivariate analysis, older patients were less likely to receive SLNB (P < .01), while patients with higher grade DCIS were more likely to undergo SLNB (P < .01). In those who underwent SLNB (n = 34,231), only 1,149 (3.4%) had nodal involvement. Non-Hispanic Black patients had increased odds of a positive SLNB (P < .01), while those with estrogen receptor positive disease were less likely to be node positive (OR 0.68, P < .001).
    CONCLUSIONS: While 88% of patients had a SLNB, only 3.4% were found to be node positive. Given this low rate, it is reasonable to consider SLNB omission in select patients with low grade, hormone receptor positive DCIS undergoing upfront mastectomy.
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  • 文章类型: Journal Article
    背景:共识指南建议接受乳腺导管原位癌(DCIS)部分切除术(PM)的患者边缘≥2mm。目前尚不清楚边缘的数量或接近度小于2mm是否与尝试乳房保护治疗(BCT)的DCIS患者的乳房切除术率增加有关。这项研究的目的是研究这种关系。
    方法:一项机构数据库审查确定了从2020年7月至2023年6月在三级转诊中心和社区医院接受PM的208例DCIS患者。有乳腺癌病史的患者,以前做过乳腺癌手术,同侧浸润性癌,乳头状癌,佩吉特病,小叶原位癌(LCIS)比DCIS多,初次乳房切除术,没有DCIS,(所有向量的)常规刮边距,排除所有六个向量的≥2mm边缘。包括选择性术中边缘再切除。
    结果:对符合纳入标准的208例患者进行回顾性分析。122(25%)具有一个接近/阳性(<2mm)边缘,86(18%)具有两个或更多个接近/阳性边缘。在有一个接近/阳性切缘的患者中,7%(9/122)终究行乳房切除术。在有两个或两个以上接近/阳性切缘的患者中,20%(17/86)最终接受了乳房切除术。总的来说,没有相对边缘的患者接受乳房切除术。
    结论:接受PM治疗的DCIS患者的乳房切除术率增加了三倍,在初始PM有两个或更多接近/正的利润率,与那些只有一个接近/正利润率的人相比。在初始PM时存在相反的闭合/阳性切缘并没有增加乳房切除术率,并且大多数通过重新切除被清除。
    BACKGROUND: Consensus guidelines recommend ≥ 2 mm margins in patients undergoing partial mastectomy (PM) for ductal carcinoma in situ (DCIS). It is unknown whether the number or proximity of margins less than 2 mm is associated with an increased mastectomy rate in patients attempting breast conservation therapy (BCT) for DCIS. The aim of this study is to examine this relationship.
    METHODS: An institutional database review identified 208 patients with DCIS who underwent PM at a tertiary referral center and community hospitals from July 2020 to June 2023. Patients with a history of breast cancer, previous surgery for breast cancer, ipsilateral invasive carcinoma, papillary carcinoma, Paget\'s disease, more lobular carcinoma in situ (LCIS) than DCIS present, initial mastectomy, no DCIS present, routine shave margins (of all vectors), and ≥ 2 mm margins of all six vectors were excluded. Selective intraoperative margin re-excisions were included.
    RESULTS: A total of 208 patients who met inclusion criteria were retrospectively reviewed. 122 (25%) had one close/positive (< 2 mm) margin and 86 (18%) had two or more close/positive margins. Of the patients with one close/positive margin, 7% (9/122) eventually underwent mastectomy. Of the patients with two or more close/positive margins, 20% (17/86) eventually underwent mastectomy. Overall, no patients with opposing margins underwent mastectomy.
    CONCLUSIONS: Patients undergoing PM for DCIS have a mastectomy rate that is increased threefold, with two or more close/positive margins at initial PM, when compared with those with only one close/positive margin. The presence of opposing close/positive margins at initial PM did not increase the mastectomy rate and most were cleared with re-excision.
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  • 文章类型: Journal Article
    背景:这项回顾性研究旨在调查导管原位癌(DCIS)保乳手术(BCS)后螺旋断层放疗(hT)辅助放疗的结果和不良事件(AE)。方法:2011年至2020年期间,28例DCIS患者接受了术后hT。选择hT是因为当切向三维适形放射治疗(3D-CRT)被认为提供不利的剂量学时,它为肺和心脏提供了最佳的靶覆盖和可耐受的危险器官剂量。中位总(单)剂量为50.4Gy(1.8Gy)。BCS与hT开始之间的中位时间为5周(范围,4-38周)。统计分析包括无局部复发生存期,总生存期(OS),和继发性无癌生存。根据不良事件的常见毒性标准对不良事件进行分类,版本5.结果:患者的中位年龄为58岁。中位随访期为61个月(范围,3-123个月)。1-,3-,5年OS率为100%。没有一个病人发展为继发性癌症,局部复发,或随访期间的浸润性乳腺癌。最常见的急性AE是皮炎(n=27),疲劳(n=4),色素沉着过度(n=3),和血小板减少症(n=4)。晚期AE主要包括手术疤痕(n=7)和色素沉着过度(n=5)。没有患者出现>3级的急性或晚期AE。平均符合性和均匀性指数为0.9(范围,0.86-0.96)和0.056(范围,0.05-0.06),分别。结论:BCS治疗DCIS后的hT是一种可行且安全的辅助放疗形式,适用于由于剂量不宜而禁忌3D-CRT的患者。随访期间,没有复发,浸润性乳腺癌诊断,或继发性癌症,而不良反应轻微。
    Background: This retrospective study aimed to investigate the outcomes and adverse events (AEs) associated with adjuvant radiotherapy with helical tomotherapy (hT) after breast-conserving surgery (BCS) for ductal carcinoma in situ (DCIS). Methods: Twenty-eight patients with DCIS underwent postoperative hT between 2011 and 2020. hT was chosen since it provided optimal target coverage and tolerable organ-at-risk doses to the lungs and heart when tangential 3-dimensional conformal radiotherapy (3D-CRT) was presumed to provide unfavorable dosimetry. The median total (single) dose was 50.4 Gy (1.8 Gy). The median time between BCS and the start of hT was 5 weeks (range, 4-38 weeks). Statistical analysis included local recurrence-free survival, overall survival (OS), and secondary cancer-free survival. AEs were classified according to the Common Toxicity Criteria for Adverse Events, version 5. Results: The patients\' median age was 58 years. The median follow-up period was 61 months (range, 3-123 months). The 1-, 3-, and 5-year OS rates were 100% each. None of the patients developed secondary cancer, local recurrence, or invasive breast cancer during follow-up. The most common acute AEs were dermatitis (n = 27), fatigue (n = 4), hyperpigmentation (n = 3), and thrombocytopenia (n = 4). The late AE primarily included surgical scars (n = 7) and hyperpigmentation (n = 5). None of the patients experienced acute or late AEs > grade 3. The mean conformity and homogeneity indices were 0.9 (range, 0.86-0.96) and 0.056 (range, 0.05-0.06), respectively. Conclusion: hT after BCS for DCIS is a feasible and safe form of adjuvant radiotherapy for patients in whom 3D-CRT is contraindicated due to unfavorable dosimetry. During follow-up, there were no recurrences, invasive breast cancer diagnoses, or secondary cancers, while the adverse effects were mild.
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  • 文章类型: Journal Article
    背景:早期浸润性导管癌(IDC)乳腺癌通常表现为共存的导管原位癌(DCIS)成分,而约5%的病例存在广泛(>25%)的导管内成分(EIC)。EIC对基因组复发风险的影响尚不清楚。
    方法:包括在我们研究所接受乳腺手术的早期激素受体阳性HER2neu阴性(HR+HER2-)IDC乳腺癌和已知OncotypeDX乳腺复发评分®(RS)患者。使用基于规则的文本分析算法,我们分析了病理报告,并将患者分为三组:EIC,非广泛性DCIS(DCIS-L),和纯IDC(NO-DCIS)。使用OncotypeDXRS确定基因组风险。
    结果:共33例(4.6%)EIC,共发现377例(57.2%)DCIS-L病例和307例(42.8%)NO-DCIS病例。EIC组患者较年轻,肿瘤分级低于其他组。基因组风险的分布在组间不同,与DCIS-L和非DCIS肿瘤相比,EIC肿瘤具有高RS(>25)的可能性显着降低(3%vs20%和20%,分别为;p=0.03)。当适应年龄时,肿瘤大小,年级和LN参与,与EIC组相比,DCIS-L组和NO-DCIS组出现高RS的概率显著相关(分别为OR12.3和OR13.1;p<0.02).此外,EIC患者推荐辅助化疗的可能性较低.
    结论:在早期HR+HER2-IDC中,EIC与降低的基因组复发风险相关。对基因组风险的影响似乎受到程度的影响,不仅仅是存在,DCIS。
    BACKGROUND: Early invasive ductal carcinoma (IDC) breast cancer often presents with a coexisting ductal carcinoma in situ (DCIS) component, while about 5 % of cases present with an extensive (>25 %) intraductal component (EIC). The impact of EIC on the genomic risk of recurrence is unclear.
    METHODS: Patients with early hormone receptor-positive HER2neu-negative (HR + HER2-) IDC breast cancer and a known OncotypeDX Breast Recurrence Score® (RS) who underwent breast surgery at our institute were included. Using a rule-based text-analysis algorithm, we analyzed pathological reports and categorized patients into three groups: EIC, non-extensive DCIS (DCIS-L), and pure-IDC (NO-DCIS). Genomic risk was determined using OncotypeDX RS.
    RESULTS: A total of 33 (4.6 %) EIC cases, 377 (57.2 %) DCIS-L cases and 307 (42.8 %) NO-DCIS cases were identified. Patients in the EIC group were younger and had lower tumor grades than other groups. The distribution of genomic risk varied between the groups, with EIC tumors significantly less likely to have a high RS (>25) compared to DCIS-L and No-DCIS tumors (3 % vs 20 % and 20 %, respectively; p = 0.03). When adjusted to age, tumor size, grade and LNs involvement, both DCIS-L and NO-DCIS groups were significantly correlated with a higher probability of high RS compared to the EIC group (OR 12.3 and OR 13.1, respectively; p < 0.02). Moreover, patients with EIC had a lower likelihood for adjuvant chemotherapy recommendation.
    CONCLUSIONS: In early HR + HER2- IDC, an EIC correlates with a reduced genomic recurrence risk. The impact on genomic risk seems to be influenced by the extent, not merely the presence, of DCIS.
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  • 文章类型: Journal Article
    癌症在动态生态系统中进化。因此,表征癌症的生态动力学对于理解癌症的进化至关重要,并且可以导致发现新的生物标志物来预测疾病进展。导管原位癌(DCIS)是一种早期乳腺癌,其特征是限制在乳管内的上皮细胞异常生长。尽管对乳腺癌发生的遗传和表观遗传原因进行了广泛的研究,这些研究均未成功确定DCIS进展和/或升级的生物标志物.在这项研究中,我们表明,缺氧和酸中毒生物标志物的生态栖息地分析可以显着提高DCIS升级的预测。首先,我们在84例患者的DCIS队列中,基于氧扩散距离,开发了一种新的生态进化设计方法来确定肿瘤导管内微环境的生境.然后,我们确定了具有归因于其栖息地条件的代谢表型的癌细胞,如CA9的表达表明缺氧反应表型,和LAMP2b表明缺氧诱导的酸适应。传统上,这些标记对DCIS升级显示出有限的预测能力,如果有的话。然而,当从生态角度分析时,他们区分惰性和高发DCIS的能力显着增加。第二,使用生态进化指导的计算和数字病理学技术,我们发现了这些生物标志物的不同空间模式,并利用这些模式的分布来预测患者的升级.模式的特征在于细胞特征和空间特征。通过对活检队列的5倍验证,我们训练了一个随机森林分类器,以实现0.74的曲线下面积(AUC)。我们的结果通过证明生态进化动力学在预测癌症进展中的作用,肯定了在数字病理学时代的生物标志物发现研究中使用生态进化设计方法的重要性。
    Cancers evolve in a dynamic ecosystem. Thus, characterizing cancer\'s ecological dynamics is crucial to understanding cancer evolution and can lead to discovering novel biomarkers to predict disease progression. Ductal carcinoma in situ (DCIS) is an early-stage breast cancer characterized by abnormal epithelial cell growth confined within the milk ducts. Although there has been extensive research on genetic and epigenetic causes of breast carcinogenesis, none of these studies have successfully identified a biomarker for the progression and/or upstaging of DCIS. In this study, we show that ecological habitat analysis of hypoxia and acidosis biomarkers can significantly improve prediction of DCIS upstaging. First, we developed a novel eco-evolutionary designed approach to define habitats in the tumor intra-ductal microenvironment based on oxygen diffusion distance in our DCIS cohort of 84 patients. Then, we identify cancer cells with metabolic phenotypes attributed to their habitat conditions, such as the expression of CA9 indicating hypoxia responding phenotype, and LAMP2b indicating a hypoxia-induced acid adaptation. Traditionally these markers have shown limited predictive capabilities for DCIS upstaging, if any. However, when analyzed from an ecological perspective, their power to differentiate between indolent and upstaged DCIS increased significantly. Second, using eco-evolutionary guided computational and digital pathology techniques, we discovered distinct spatial patterns of these biomarkers and used the distribution of such patterns to predict patient upstaging. The patterns were characterized by both cellular features and spatial features. With a 5-fold validation on the biopsy cohort, we trained a random forest classifier to achieve the area under curve(AUC) of 0.74. Our results affirm the importance of using eco-evolutionary-designed approaches in biomarkers discovery studies in the era of digital pathology by demonstrating the role of eco-evolution dynamics in predicting cancer progression.
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  • 文章类型: Journal Article
    在乳腺癌(BC)发病机制模型中,正常细胞获得体细胞突变,并且从高风险病变和导管原位癌逐步发展为浸润性癌。乳腺组织的癌前生物学需要更好的表征,以了解不同的BC亚型如何出现。预防BC或降低风险的主要方法包括改变生活方式,手术,和化学预防。预防BC的手术干预包括降低风险的预防性乳房切除术,通常与原发性肿瘤的治疗同步进行,或者在高危女性中作为双侧手术进行.内分泌治疗的化学预防具有限制依从性的毒性。
    In breast cancer (BC) pathogenesis models, normal cells acquire somatic mutations and there is a stepwise progression from high-risk lesions and ductal carcinoma in situ to invasive cancer. The precancer biology of mammary tissue warrants better characterization to understand how different BC subtypes emerge. Primary methods for BC prevention or risk reduction include lifestyle changes, surgery, and chemoprevention. Surgical intervention for BC prevention involves risk-reducing prophylactic mastectomy, typically performed either synchronously with the treatment of a primary tumor or as a bilateral procedure in high-risk women. Chemoprevention with endocrine therapy carries adherence-limiting toxicity.
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