Breast cancer incidence

乳腺癌发病率
  • 文章类型: Journal Article
    目的:在妇女健康倡议(WHI)随机临床试验中,单用共轭马雌激素(CEE)可显著降低乳腺癌发病率(P=0.005)。由于队列研究有相反的发现,其他随机临床试验被确定为对雌激素单独作用对乳腺癌发病率的影响进行荟萃分析.
    方法:我们对随机试验和:雌激素,激素治疗,和乳腺癌,并从先前的荟萃分析和评论中进行搜索。在荟萃分析中,对于已发表的相对风险(RR)和95%置信区间(CI)的试验,每个log-RR乘以重量=1/V,其中V=对数RR的方差,V来自相应的95%CI。对于只有乳腺癌数量的较小试验,相应的log-RR=(O-E)/重量,其中O是单独使用雌激素组的观察病例数,E是相应的预期病例数,E=nP。
    结果:来自10项随机试验的结果包括14,282名参与者和591例乳腺癌。在9个较小的试验中,1.2%(2029年的24份)和2.2%(1514年的33份)随机分配到单独使用雌激素和安慰剂(开放标签,一项试验)(RR0.6595%CI0.38-1.11,P=0.12)。对于5项评估雌二醇制剂的试验,RR=0.6395%CI0.34-1.16,P=0.15。结合10项试验,3.6%(7339中的262个)和4.7%(6943中的329个)随机分配给单独使用雌激素和安慰剂(总RR0.7795%CI0.65-0.91,P=0.002)。
    结论:全部随机临床试验证据支持单独使用雌激素可显著降低乳腺癌发病率的结论。
    OBJECTIVE: In the Women\'s Health initiative (WHI) randomized clinical trial, conjugated equine estrogen (CEE)-alone significantly reduced breast cancer incidence (P = 0.005). As cohort studies had opposite findings, other randomized clinical trials were identified to conduct a meta-analysis of estrogen-alone influence on breast cancer incidence.
    METHODS: We conducted literature searches on randomized trials and: estrogen, hormone therapy, and breast cancer, and searches from a prior meta-analysis and reviews. In the meta-analysis, for trials with published relative risks (RR) and 95% confidence intervals (CI), each log-RR was multiplied by weight = 1/V, where V = variance of the log-RR, and V was derived from the corresponding 95% CI. For smaller trials with only breast cancer numbers, the corresponding log-RR = (O - E)/weight, where O is the observed case number in the oestrogen-alone group and E the corresponding expected case number, E = nP.
    RESULTS: Findings from 10 randomized trials included 14,282 participants and 591 incident breast cancers. In 9 smaller trials, with 1.2% (24 of 2029) vs 2.2% (33 of 1514) randomized to estrogen-alone vs placebo (open label, one trial) (RR 0.65 95% CI 0.38-1.11, P = 0.12). For 5 trials evaluating estradiol formulations, RR = 0.63 95% CI 0.34-1.16, P = 0.15. Combining the 10 trials, 3.6% (262 of 7339) vs 4.7% (329 of 6943) randomized to estrogen-alone vs placebo (overall RR 0.77 95% CI 0.65-0.91, P = 0.002).
    CONCLUSIONS: The totality of randomized clinical trial evidence supports a conclusion that estrogen-alone use significantly reduces breast cancer incidence.
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  • 文章类型: Journal Article
    体重指数(BMI)和癌症家族史都是女性乳腺癌的既定危险因素。然而,很少有研究探讨这两个因素之间的潜在相互作用。我们评估了BMI及其与家族癌症史的相互作用与上海女性乳腺癌风险的关系。中国。基于一项基于人群的前瞻性队列研究,该研究始于2008年至2012年,在闵行区有15,055名中国女性参与者,上海。Cox回归模型用于评估BMI及其与癌症家族史对乳腺癌风险的相关性。通过相互作用导致的相对超额风险(RERI)和相互作用导致的可归因比例(AP)评估加性相互作用,并通过Cox回归模型中的乘积项(BMI*癌症家族史)评估乘法相互作用。与BMI<24kg/m2和无癌症家族史相比,BMI≥24kg/m2且有癌症家族史的女性患乳腺癌的风险较高,HR为2.06(95%CI1.39,3.06).BMI和癌症家族史对乳腺癌发病率有叠加的相互作用,RERI为0.29(95%CI0.08,0.51),AP为0.37(95%CI0.08,0.66)。肥胖和癌症家族史并存可能会加剧乳腺癌的发病风险,强调体重管理对有癌症家族史的女性的重要性。
    Both body mass index (BMI) and family history of cancer are established risk factors for female breast cancer. However, few studies explored the potential interaction between both factors. We assessed the association of BMI and its interaction with family cancer history on the risk of female breast cancer in Shanghai, China. Based on a population-based prospective cohort study started from 2008 to 2012 with 15,055 Chinese female participants in Minhang district, Shanghai. Cox regression models were used to estimate the association of BMI and its interaction with a family history of cancer on breast cancer risk. The additive interaction was evaluated by the relative excess risk due to interaction (RERI) and the attributable proportion due to interaction (AP), and the multiplicative interaction was assessed by the product term (BMI* family history of cancer) in the Cox regression model. Compared with BMI of < 24 kg/m2 and no family history of cancer, women with BMI of ≥ 24 kg/m2 and a family history of cancer had a higher risk for breast cancer with HR 2.06 (95% CI 1.39, 3.06). There was an additive interaction between BMI and family history of cancer on breast cancer incidence, with the RERI being 0.29 (95% CI 0.08, 0.51) and the AP being 0.37 (95% CI 0.08, 0.66). The coexistence of obesity and cancer family history may exacerbate breast cancer incidence risk, highlighting the importance of weight management in women with a family history of cancer.
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  • 文章类型: Journal Article
    背景:乳腺癌是最常见的癌症,也是女性癌症相关死亡的主要原因。然而,有关血液学和生化标志物影响乳腺癌自然史从原位乳腺癌到死亡率的证据有限.
    方法:在英国生物库队列中,在2006-2010年期间招募了260,079名妇女,并随访至2019年,以测试与乳腺癌风险和死亡率相关的59项血液和生化指标。使用多变量Cox回归模型评估这些关联的强度。为了了解乳腺癌的自然史,多状态生存模型被进一步应用于检测生物标志物对乳腺癌不同状态间转换的影响.
    结果:发现11种生物标志物与浸润性乳腺癌的风险显著相关,主要包括炎症相关的生物标志物和内源性激素,而血清睾酮也与原位乳腺癌的风险相关。其中,C反应蛋白(CRP)更可能与浸润性乳腺癌及其从乳腺癌死亡的过渡有关(最高四分位数的HR=1.46,95%CI=1.07-1.97),而睾酮和胰岛素样生长因子-1(IGF-1)更可能影响乳腺癌发展的早期状态(睾酮:最高四分位数的HR=1.31,95%CI=1.12-1.53;IGF-1:最高四分位数的HR=1.17,95%CI=1.00-1.38).
    结论:血清CRP,睾丸激素,和IGF-1对不同乳腺癌状态的转变有不同的影响,证实慢性炎症和内源性激素在乳腺癌进展中的作用。这项研究进一步强调了在乳腺癌发展过程中需要对这些生物标志物进行更密切的监测。
    BACKGROUND: Breast cancer is the most common cancer and the leading cause of cancer-related death among women. However, evidence concerning hematological and biochemical markers influencing the natural history of breast cancer from in situ breast cancer to mortality is limited.
    METHODS: In the UK Biobank cohort, 260,079 women were enrolled during 2006-2010 and were followed up until 2019 to test the 59 hematological and biochemical markers associated with breast cancer risk and mortality. The strengths of these associations were evaluated using the multivariable Cox regression models. To understand the natural history of breast cancer, multi-state survival models were further applied to examine the effects of biomarkers on transitions between different states of breast cancer.
    RESULTS: Eleven biomarkers were found to be significantly associated with the risk of invasive breast cancer, including mainly inflammatory-related biomarkers and endogenous hormones, while serum testosterone was also associated with the risk of in-situ breast cancer. Among them, C-reactive protein (CRP) was more likely to be associated with invasive breast cancer and its transition to death from breast cancer (HR for the highest quartile = 1.46, 95 % CI = 1.07-1.97), while testosterone and insulin-like growth factor-1 (IGF-1) were more likely to impact the early state of breast cancer development (Testosterone: HR for the highest quartile = 1.31, 95 % CI = 1.12-1.53; IGF-1: HR for the highest quartile = 1.17, 95 % CI = 1.00-1.38).
    CONCLUSIONS: Serum CRP, testosterone, and IGF-1 have different impacts on the transitions of different breast cancer states, confirming the role of chronic inflammation and endogenous hormones in breast cancer progression. This study further highlights the need of closer surveillance for these biomarkers during the breast cancer development course.
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  • 文章类型: Journal Article
    目的:本研究的目的是确定2010年或2022年首次诊断乳腺癌(BC)的平均年龄,并评估首次诊断BC时年龄组是否有任何变化。
    方法:这项回顾性横断面研究纳入了2010年或2022年首次在德国的办公室实践(300个一般实践或95个妇科实践)中诊断为BC(ICD-10:C50)的成年女性(18岁或以上)。我们检查了2010年和2022年诊断时的平均年龄和三个年龄组(18-49、50-65和>65)的患者百分比。2010年至2022年的平均年龄差异采用Wilcoxon秩检验进行分析,并使用卡方检验分析三个年龄组的比例。这些分析分别针对普通和妇科实践中的患者进行。
    结果:这两种一般做法在2022年最初诊断为BC的平均年龄明显大于2010年的平均年龄(66.9岁vs.64.0年p<0.001)和妇科实践(62.2年vs.60.3年,p<0.001)。在2010年至2022年期间,一般实践中的早发性BC从15.6%降至12.0%,在妇科实践中从23.2%降至18.2%。50-65岁年龄组中新诊断BC的比例在妇科实践中从36.6%增加到40.9%,但在一般实践中并没有增加。
    结论:研究发现,与2010年相比,2022年诊断出BC的年龄更大。此外,早发性BC病例的比例下降,而在德国的妇科实践中,50-65岁年龄段的病例比例增加。
    OBJECTIVE: The aim of this study was to identify the mean age at which breast cancer (BC) was first diagnosed in 2010 or 2022, and to evaluate whether there were any changes in age groups at first BC diagnosis.
    METHODS: This retrospective cross-sectional study included adult women (18 years or older) who were diagnosed with BC (ICD-10: C50) for the first time in 2010 or 2022 in office-based practices in Germany (in 300 general practices or 95 gynecological practices). We examined the mean age at diagnosis and the percentage of patients in three age groups (18-49, 50-65, and > 65) for both 2010 and 2022. The average age difference between 2010 and 2022 was analyzed using Wilcoxon rank tests, and the proportions of the three age groups were analyzed using chi-squared tests. These analyses were performed separately for patients in general and gynecological practices.
    RESULTS: The mean age at which BC was initially diagnosed in 2022 was found to be significantly greater than that in 2010 for both general practices (66.9 years vs. 64.0 years p < 0.001) and gynecological practices (62.2 years vs. 60.3 years, p < 0.001). Early-onset BC decreased from 15.6 to 12.0% in general practices and from 23.2 to 18.2% in gynecological practices between 2010 and 2022. The proportion of new BC diagnoses in the age group 50-65 increased from 36.6 to 40.9% in gynecological practices, but did not increase in general practices.
    CONCLUSIONS: The study found that BC was diagnosed at an older age in 2022 than in 2010. In addition, the proportion of early-onset BC cases decreased, while the proportion of cases in the age group 50-65 increased in gynecological practices in Germany.
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  • 文章类型: Journal Article
    暂无摘要。
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  • 文章类型: Journal Article
    在美国,乳腺癌患者的发病率和死亡率数据对于医疗保健管理人员规划医疗保健措施(如筛查乳房X光检查)非常重要。在这项研究中,我们使用监测检查了美国2004-2018年的乳腺癌发病率和基于发病率的死亡率,流行病学,和结束结果(SEER)数据库。我们回顾了2004年至2018年诊断的915,417例乳腺癌病例。总的来说,数据显示,所有种族的乳腺癌发病率增加,所有种族的死亡率降低。在研究期间,乳腺癌发病率每年增加0.3%(95%CI,0.1,0.4,p<0.001)。所有年龄段的乳腺癌发病率都有所增加,种族,和除舞台区域外的舞台组,这表明发病率有统计学意义的下降-0.9%(95%CI,-1.1,-0.7,p<0.001)。死亡率下降幅度最高的是白人患者,总体统计学上显著下降-14.3%(95%CI,-18.1,-10.4,p<0.001)。在2016年至2018年期间,发病率下降幅度最大:-48.6(95%CI,-52.6,-44.3,p<0.001)。在黑人/非裔美国患者中,基于发病率的总死亡率下降了-11.6%(95%CI-15.9,-7.1p<.001),在2016年至2018年期间观察到的发生率下降幅度最大,下降幅度为-51.3%(95%CI-56.6,-45.3,p<0.001)。在西班牙裔美国人,基于发病率的总死亡率下降了-12.3%(95%CI-16.9,-7.4,p<.001),低于美国白人。
    The incidence and mortality data for patients with breast cancer in the United States are important to healthcare administrators for planning healthcare measures such as screening mammograms. In this study, we examined breast cancer incidence and incidence-based mortality in the United States from 2004-2018 using the Surveillance, Epidemiology, and End Results (SEER) database. We reviewed 915,417 cases of breast cancer diagnosed between 2004 and 2018. Overall, the data showed an increased incidence rate of breast cancer among all races and a decreased mortality rate among all races. Breast cancer incidence rates increased by 0.3% (95% CI, 0.1, 0.4, p<0.001) per year over the study period. Breast cancer incidence rates increased for all age, race, and stage groups except for stage regional, which showed a statistically significant decrease in the incidence of -0.9% (95% CI, -1.1, -0.7, p<0.001). The highest decrease in mortality was observed among white patients, with an overall statistically significant decrease in rates by -14.3% (95% CI, -18.1, -10.4, p <0.001). The highest decrease in rates was observed between 2016 and 2018: -48.6 (95% CI, -52.6, -44.3, p <0.001). In black/African American patients, the overall incidence-based mortality decreased by -11.6% (95% CI -15.9, -7.1 p <.001), with the highest decrease in rates observed between 2016 and 2018 with a decrease of -51.3% (95% CI -56.6, -45.3, p <0.001). In Hispanic Americans, the overall incidence-based mortality decreased by -12.3% (95% CI -16.9, -7.4, p <.001), which is lower than in white Americans.
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  • 文章类型: Journal Article
    目的:确定北卡罗莱纳州筛查乳房X线照相术使用的预测因素以及筛查乳房X线照相术对乳腺癌死亡率的影响。
    方法:这项横断面研究整合了来自政府和私人数据存储库的公开数据,以模拟北卡罗来纳州乳房X线照相术筛查和乳腺癌死亡率的预测因素。
    结果:在北卡罗来纳州,2008-2010年期间,平均而言,在过去两年中,68.1%的40-74岁女性接受了乳房X光检查(范围:38.7%-82.1)。普通最小二乘(OLS)回归表明,经历持续贫困的县的乳房X光检查筛查率降低了4.3%,平均而言,比没有持续贫困的县(估计(SE)=-4.283(2.105),p=0.045)。随着受过大学教育的女性比例的增加,乳房X线摄影筛查率增加约0.3%(估计(SE)=0.319(0.078),P<.001),并且随着健康素养得分的增加,乳房X线摄影筛查率下降0.3%(估计值(SE)=-0.318(0.104),p=0.003)。这些变量解释了乳房X线摄影筛查率变异性的7.0%。OLS回归分析表明,年龄调整后的乳腺癌发病率(估计(SE)=0.074(0.024),p=0.003)和健康素养得分(估计(SE)=-0.175(0.083),p=0.039)与乳腺癌死亡率显着相关。
    结论:人口统计学,社会经济,和环境变量仅解释了北卡罗莱纳州乳房X线筛查率和乳腺癌死亡率变化的一小部分。现有治疗方法的进展可能是改善乳腺癌死亡率的主要因素。
    OBJECTIVE: To identify predictors of screening mammography use and the effect of screening mammography on breast cancer mortality in North Carolina.
    METHODS: This cross-sectional study integrated publicly available data from government and private data repositories to model predictors of screening mammography and breast cancer mortality in North Carolina.
    RESULTS: In North Carolina during 2008-2010, on average, 68.1% of women aged 40-74 years underwent a screening mammogram in the previous two years (range: 38.7%-82.1). The ordinary least squares (OLS) regression demonstrated counties experiencing persistent poverty have mammography screening rates that are 4.3% less, on average, than counties without persistent poverty (estimate (SE) = - 4.283 (2.105), p = 0.045). As the percentage of women with a college education increases, the mammography screening rates increase by approximately 0.3% (estimate (SE) = 0.319 (0.078), P < .001) and as the health literacy score increases, the mammography screening rate decreases by 0.3% (estimate (SE) = - 0.318 (0.104), p = 0.003). These variables explain 7.0% of the variability in mammographic screening rates. The OLS regression analysis demonstrated that age-adjusted breast cancer incidence (Estimate (SE) = 0.074 (0.024), p = 0.003) and health literacy score (estimate (SE) = - 0.175 (0.083), p = 0.039) are significantly related to breast cancer mortality.
    CONCLUSIONS: Demographic, socioeconomic, and environmental variables explain only a small percentage of the variability in the rates of screening mammography and breast cancer mortality in North Carolina. Advances in the available treatments are likely the major contributor to improving breast cancer mortality.
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  • 文章类型: Journal Article
    我们检查了COVID-19大流行对筛查的影响,匈牙利乳腺癌的诊断和治疗基于截至2021年6月的行政数据,涵盖了三次大流行浪潮。在对趋势和季节性进行校正后,2020q2年乳房X光检查的数量减少了68%,在2020q3年接近正常水平,在2020q4-2021q2年期间减少了20-35%。减少的原因是供应方(暂时停止筛查)和需求方(大流行浪潮期间筛查参与率较低)因素共同作用。新的乳腺癌诊断和乳房切除术的数量反应滞后,在2020q2至2021q2期间,除2020q4外,所有季度均低于通常水平15-30%,当时没有显着差异。使用回归不连续框架,我们发现,与66-70岁年龄组相比,61-65岁年龄组的部分乳房切除术率(指示早期诊断)在2020q2下降幅度更大,这一差异在2021q1被部分抵消。我们建议政策制定者需要激励目标人群(通过提供信息和激励措施)赶上错过的筛查。
    We examined the effects of the COVID-19 pandemic on the screening, diagnosis and treatment of breast cancer in Hungary based on administrative data until June 2021, covering three pandemic waves. After correcting for trend and seasonality, the number of mammography examinations decreased by 68% in 2020q2, was around its usual level in 2020q3 and was reduced by 20-35% throughout 2020q4-2021q2. The reduction was caused by a combination of supply-side (temporary suspensions of screening) and demand-side (lower screening participation during the pandemic waves) factors. The number of new breast cancer diagnoses and mastectomy surgeries responded with a lag, and were below their usual level by 15-30% in all quarters between 2020q2 and 2021q2, apart from 2020q4, when there was no significant difference. Using a regression discontinuity framework, we found that the partial mastectomy rate (indicative of early diagnosis) dropped more substantially in 2020q2 in the 61-65 years old age group that was just below the age cut-off of organized screening than in the 66-70 years old age group, and this difference was partially offset in 2021q1. We suggest that policymakers need to motivate the target population (by providing both information and incentives) to catch up on missed screenings.
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  • 文章类型: Journal Article
    目标:COVID-19大流行的最初几个月导致癌症筛查减少和癌症手术延迟。我们使用保险索赔数据来了解在大流行过程中,全国范围内乳腺癌的发病率和诊断后的治疗如何变化。
    方法:从2017年1月到2021年3月使用Optum研究数据库,其中包括大约1900万拥有商业健康保险的美国成年人,我们发现了新的乳腺癌诊断和诊断后的首次治疗。我们比较了在COVID之前接受术前全身治疗的新诊断患者的乳腺癌发病率和比例,在COVID大流行的前2个月和COVID大流行的后期。
    结果:在COVID之前,平均每月乳腺癌发病率为每100,000名女性和男性19.3(95%CI19.1-19.5)例,2020年4月至5月为每10万人11.6(95%CI10.8-12.4),2020年6月至2021年2月为每10万人19.7(95%CI19.3-20.1)。术前全身治疗的使用率为12.0%(11.7-12.4),2020年3-4月确诊患者占37.7%(34.9-40.7),2020年5月-2021年1月确诊患者占14.8%(14.0-15.7)。在整个大流行期间,乳腺癌发病率的变化并不因人口统计学因素而异。术前全身治疗的使用因地理区域而异,但不是按地区社会经济匮乏或种族/民族。
    结论:在这个美国保险人群中,在大流行的前2个月,乳腺癌发病率和术前系统治疗的急剧变化并没有持续,尽管乳腺癌的初始管理仍在适度变化。
    OBJECTIVE: The early months of the COVID-19 pandemic led to reduced cancer screenings and delayed cancer surgeries. We used insurance claims data to understand how breast cancer incidence and treatment after diagnosis changed nationwide over the course of the pandemic.
    METHODS: Using the Optum Research Database from January 2017 to March 2021, including approximately 19 million US adults with commercial health insurance, we identified new breast cancer diagnoses and first treatment after diagnosis. We compared breast cancer incidence and proportion of newly diagnosed patients receiving pre-operative systemic therapy pre-COVID, in the first 2 months of the COVID pandemic and in the later part of the COVID pandemic.
    RESULTS: Average monthly breast cancer incidence was 19.3 (95% CI 19.1-19.5) cases per 100,000 women and men pre-COVID, 11.6 (95% CI 10.8-12.4) per 100,000 in April-May 2020, and 19.7 (95% CI 19.3-20.1) per 100,000 in June 2020-February 2021. Use of pre-operative systemic therapy was 12.0% (11.7-12.4) pre-COVID, 37.7% (34.9-40.7) for patients diagnosed March-April 2020, and 14.8% (14.0-15.7) for patients diagnosed May 2020-January 2021. The changes in breast cancer incidence across the pandemic did not vary by demographic factors. Use of pre-operative systemic therapy across the pandemic varied by geographic region, but not by area socioeconomic deprivation or race/ethnicity.
    CONCLUSIONS: In this US-insured population, the dramatic changes in breast cancer incidence and the use of pre-operative systemic therapy experienced in the first 2 months of the pandemic did not persist, although a modest change in the initial management of breast cancer continued.
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  • 文章类型: Journal Article
    关于暴露于环境空气中的内分泌干扰金属与激素受体和HER2依赖性乳腺癌之间的关系的证据有限。这项研究调查了内分泌干扰金属的环境空气排放与不同受体状态的女性乳腺癌发病率之间的关系。分析了来自美国国家数据集的县级数据,以了解包括砷在内的各种金属排放之间的关联。镉,六价铬,铅,和汞,以及1990-2016年激素受体依赖型乳腺癌和2010-2016年HER2依赖型乳腺癌的年年龄校正发病率.铅的排放显示出与不同受体状态乳腺癌发病率的金属之间最强的关联,包括ER阳性,ER阴性,PR-阴性,HER2阴性,和三阴性乳腺癌,调整后的β范围从ER阴性乳腺癌的917.26到HER2阴性乳腺癌的3182.37。砷和汞与ER阳性的发生率显着相关,ER阴性,PR-positive,和PR阴性乳腺癌。然而,镉排放仅与ER阴性乳腺癌显着相关。此外,铬与乳腺癌的任何亚型无关.在所有的金属中,只有铅和汞排放与HER2阴性和三阴性乳腺癌发病率显著相关.这项研究的结果表明,增加对内分泌干扰金属的暴露,尤其是铅,在美国,环境空气中可能与具有各种受体状态的女性乳腺癌发病率增加有关.有必要进行前瞻性研究以进一步探讨这种关系。
    Limited evidence exists on the relationship between exposure to endocrine-disrupting metals in ambient air and hormone receptor- and HER2-dependent breast cancer. This study investigates the association between ambient air emissions of endocrine-disrupting metals and the incidence of female breast cancer of different receptor status. County-level data from the US national datasets were analyzed for the association between emissions of various metals including arsenic, cadmium, chromium VI, lead, and mercury, and the annual age-adjusted incidence of hormone receptor-dependent breast cancer for 1990-2016 and HER2-dependent breast cancer for 2010-2016 using adjusted linear regression models. Lead emissions showed the strongest association among the metals examined with the incidence of different receptor status breast cancers, including ER-positive, ER-negative, PR-negative, HER2-negative, and Triple-negative breast cancers, with the adjusted β ranging from 917.26 for ER-negative to 3182.37 for HER2-negative breast cancer. Arsenic and mercury showed significant associations with the incidence of ER-positive, ER-negative, PR-positive, and PR-negative breast cancers. However, cadmium emissions were only significantly associated with ER-negative breast cancer. Moreover, chromium was not associated with any subtypes of breast cancer. Among all of the metals, only lead and mercury emissions showed significant associations with HER2-negative and Triple-negative breast cancer incidence. The results from this study suggest that increased exposure to endocrine-disrupting metals, especially lead, in ambient air could be associated with an increased incidence of female breast cancers with various receptor status in the US. Prospective studies are warranted to further explore this relationship.
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