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Calculating future 10-year breast cancer risks in risk-adapted surveillance: A method comparison and application in clinical practice. 在风险适应性监测中计算未来 10 年乳腺癌风险:方法比较及在临床实践中的应用。
Pub Date : 2024-11-22 DOI: 10.1158/1940-6207.CAPR-24-0328
Silke Zachariae, Anne S Quante, Marion Kiechle, Kerstin Rhiem, Tanja N Fehm, Jörg-Gunther Schröder, Judit Horvath, Elena Leinert, Nicola Dikow, Joelle Ronez, Mirjam Schönfeld, Marion T van Mackelenbergh, Ulrich A Schatz, Cornelia Meisel, Bahriye Aktas, Dennis Witt, Yasmin Mehraein, Bernhard H F Weber, Christine Solbach, Dorothee Speiser, Juliane Hoyer, Gesine Faigle-Krehl, Christiane D Much, Alma-Verena Mueller-Rausch, Pablo Villavicencio-Lorini, Maggie Banys-Paluchowski, Daniel Pieh, Rita K Schmutzler, Christine Fischer, Christoph Engel

The German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC) has successfully implemented risk-adapted breast cancer surveillance for women at high breast cancer risk in Germany. Women with a family history of breast and ovarian cancer, but without pathogenic germline variants in recognized breast cancer risk genes, are recommended annual breast imaging if their predicted 10-year breast cancer risk is 5% or higher, using the BOADICEA BC risk model, as outlined in the current GC-HBOC guideline. However, women who initially do not meet this risk threshold may do so later, even if there is no new cancer in their family. To determine when this threshold is crossed, one could annually repeat BOADICEA calculations using an aging pedigree: the 'prediction by aging pedigree' (AP) approach. Alternatively, we propose a simplified and more practical 'conditional probability' (CP) approach which calculates future risks based on the initial BOADICEA assessment. Using data from 6,661 women registered with GC-HBOC, both methods were compared. Initially, 74% of women aged 30 to 48 years had a 10-year breast cancer risk below 5%, but 53% exceeded this threshold at an older age based on the AP approach. Among the women with an initial risk below the threshold, the CP approach revealed that 99% of women exceeded the 5% threshold at the same or an earlier age compared with the AP approach (88% of cases were within the same year or one year earlier). The CP approach has been implemented as a user-friendly web application.

德国遗传性乳腺癌和卵巢癌联合会(GC-HBOC)成功地对德国乳腺癌高危妇女实施了风险适应性乳腺癌监测。有乳腺癌和卵巢癌家族史,但在公认的乳腺癌风险基因中没有致病性种系变异的女性,如果使用 BOADICEA BC 风险模型预测其 10 年乳腺癌风险为 5%或更高,则建议每年进行一次乳腺成像检查,这在当前的 GC-HBOC 指南中已有概述。然而,最初未达到这一风险阈值的女性,即使其家族中没有出现新的癌症,以后也可能会达到这一风险阈值。要确定何时达到这一阈值,可以每年使用老龄化血统重复 BOADICEA 计算:即 "老龄化血统预测"(AP)方法。另外,我们还提出了一种简化且更实用的 "条件概率"(CP)方法,即根据最初的 BOADICEA 评估计算未来的风险。我们利用在 GC-HBOC 登记的 6661 名妇女的数据,对这两种方法进行了比较。最初,在 30 至 48 岁的妇女中,74% 的人 10 年乳腺癌风险低于 5%,但根据 AP 方法,53% 的人在年龄较大时超过了这一阈值。在初始风险低于阈值的妇女中,CP 方法显示,与 AP 方法相比,99% 的妇女在相同或更早的年龄超过了 5%的阈值(88% 的病例在同一年或更早一年)。CP 方法已作为用户友好型网络应用程序实施。
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引用次数: 0
Metabolic phenotype and risk of obesity-related cancers in the Women's Health Initiative. 妇女健康倡议 "中的代谢表型与肥胖相关癌症风险。
Pub Date : 2024-11-14 DOI: 10.1158/1940-6207.CAPR-24-0082
Prasoona Karra, Sheetal Hardikar, Maci Winn, Garnet L Anderson, Benjamin Haaland, Aladdin H Shadyab, Marian L Neuhouser, Rebecca A Seguin-Fowler, Cynthia A Thomson, Mace Coday, Jean Wactawski-Wende, Marcia L Stefanick, Xiaochen Zhang, Ting-Yuan David Cheng, Shama Karanth, Yangbo Sun, Nazmus Saquib, Margaret S Pichardo, Su Yon Jung, Fred K Tabung, Scott A Summers, William L Holland, Thunder Jalili, Marc J Gunter, Mary C Playdon

Body mass index (BMI) may misclassify obesity-related cancer (ORC) risk, as metabolic dysfunction can occur across BMI levels. We hypothesized that metabolic dysfunction at any BMI increases ORC risk compared to normal BMI without metabolic dysfunction. Postmenopausal women (n=20,593) in the Women's Health Initiative with baseline metabolic dysfunction biomarkers (blood pressure, fasting triglycerides, high-density lipoprotein-cholesterol, fasting glucose, Homeostatic Model Assessment for Insulin Resistance (HOMA-IR) and high sensitive C-reactive protein (hs-CRP)) were included. Metabolic phenotype (metabolically healthy normal weight (MHNW), metabolically unhealthy normal weight (MUNW), metabolically healthy overweight/obese (MHO), metabolically unhealthy overweight/obese (MUO)) was classified using four definitions of metabolic dysfunction: (1) Wildman criteria, (2) National Cholesterol Education Program (NCEP) Adult Treatment Panel III (ATP III), (3) HOMA-IR, and (4) hs-CRP. Multivariable Cox proportional hazards regression, with death as a competing risk, was used to assess the association between metabolic phenotype and ORC risk. After a median (IQR) follow-up duration of 21 (IQR 15-22) years, 2,367 women developed an ORC. The risk of any ORC was elevated among MUNW (HR 1.12, 95% CI: 0.90-1.39), MHO (HR 1.15, 95% CI: 1.00-1.32), and MUO (HR 1.35, 95% CI: 1.18-1.54) compared with MHNW using Wildman criteria. Results were similar using ATP III criteria, hs-CRP alone, or HOMA-IR alone to define metabolic phenotype. Individuals with overweight or obesity with or without metabolic dysfunction were at higher risk of ORCs compared with metabolically healthy normal weight individuals. The magnitude of risk was greater among those with metabolic dysfunction, although the confidence intervals of each category overlapped.

体重指数(BMI)可能会误判肥胖相关癌症(ORC)的风险,因为代谢功能障碍可能发生在不同的体重指数水平上。我们假设,与没有代谢功能障碍的正常体重指数相比,任何体重指数下的代谢功能障碍都会增加与肥胖相关的癌症风险。我们纳入了 "妇女健康倡议"(Women's Health Initiative)中有代谢功能障碍生物标志物(血压、空腹甘油三酯、高密度脂蛋白胆固醇、空腹血糖、胰岛素抵抗静态模型评估(HOMA-IR)和高敏C反应蛋白(hs-CRP))基线的绝经后妇女(n=20,593)。代谢表型(代谢健康正常体重 (MHNW)、代谢不健康正常体重 (MUNW)、代谢健康超重/肥胖 (MHO)、代谢不健康超重/肥胖 (MUO))采用四种代谢功能障碍定义进行分类:(1) 怀尔德曼标准;(2) 美国国家胆固醇教育计划 (NCEP) 成人治疗小组 III (ATP III);(3) HOMA-IR 和 (4) hs-CRP。以死亡为竞争风险的多变量考克斯比例危险回归用于评估代谢表型与 ORC 风险之间的关联。经过中位数(IQR)为 21(IQR 15-22)年的随访,共有 2367 名女性患上了冠心病。与使用威尔曼标准的 MHNW 相比,MUNW(HR 1.12,95% CI:0.90-1.39)、MHO(HR 1.15,95% CI:1.00-1.32)和 MUO(HR 1.35,95% CI:1.18-1.54)发生任何 ORC 的风险更高。使用 ATP III 标准、单独使用 hs-CRP 或单独使用 HOMA-IR 来定义代谢表型的结果相似。与代谢健康的正常体重人群相比,伴有或不伴有代谢功能障碍的超重或肥胖人群患 ORC 的风险更高。虽然每个类别的置信区间有所重叠,但代谢功能障碍患者的风险程度更高。
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引用次数: 0
What's the Cost: Financial Toxicity and Screening Fatigue in Li-Fraumeni Syndrome. 代价是什么?Li-Fraumeni综合征的经济毒性和筛查疲劳。
Pub Date : 2024-11-12 DOI: 10.1158/1940-6207.CAPR-24-0184
Kaylee A Underkofler, Martha H Thomas, Sarah H Erickson, Alayna A Panzer, Kara S Fitzgibbon, Kari L Ring

Patients with Li-Fraumeni syndrome are recommended to follow a comprehensive surveillance protocol, but the demanding nature may limit adherence. We sought to identify barriers to adherence, and to determine whether screening fatigue and financial hardship are contributors. A 39-item online survey was developed and distributed to patients presenting to a LFS clinic between 2017 and 2022. Of the 39 patients eligible, 20 responded to the survey (51%). Of respondents, 75% reported they do not skip surveillance tests, though this was not consistent when asked about specific tests, with only 65% and 40% up to date with colonoscopy and esophagogastroduodenoscopy, respectively. 100% of those diagnosed within the last 5 years said they never skip tests, whereas only 50% of those diagnosed over 5 years ago reported the same (p=0.01). Barriers to adherence were reported by 85% and most commonly included finances (40%), time (25%), and difficulty scheduling (25%). Only 21% felt no financial stress. 63% worried at least somewhat about their future financial situation because of LFS. Even with insurance, 65% felt their share of healthcare costs was too high. Adherence to rigorous cancer surveillance is imperfect and decreases over time among patients with LFS. While number of tests was not a commonly cited barrier, time and difficulty scheduling were common and may contribute to screening fatigue. The degree of financial stress in the affluent population studied should raise even greater concern about financial strain in the LFS population in general.

我们建议李-弗劳米尼综合征患者遵循全面的监测方案,但其苛刻的要求可能会限制患者坚持筛查。我们试图找出影响患者坚持治疗的障碍,并确定筛查疲劳和经济困难是否是导致患者坚持治疗的原因。我们开发了一项包含 39 个项目的在线调查,并分发给 2017 年至 2022 年期间前往 LFS 诊所就诊的患者。在符合条件的 39 名患者中,有 20 人(51%)对调查做出了回应。在受访者中,75% 的人称他们没有跳过监测检查,但当问及具体检查项目时,这一比例并不一致,分别只有 65% 和 40% 的人及时进行了结肠镜检查和食管胃十二指肠镜检查。在最近 5 年内确诊的患者中,100% 的人表示他们从不漏检,而在 5 年前确诊的患者中,只有 50% 的人表示他们从不漏检(P=0.01)。85%的人表示在坚持检查方面存在障碍,最常见的障碍包括经济(40%)、时间(25%)和难以安排时间(25%)。只有 21% 的人没有经济压力。63%的人至少在某种程度上担心他们未来的财务状况会因为 LFS 而受到影响。即使有保险,也有 65% 的人认为他们所承担的医疗费用过高。在 LFS 患者中,坚持严格癌症监测的情况并不完善,而且随着时间的推移会逐渐减少。虽然检查次数不是常见的障碍,但时间和安排困难是常见的障碍,可能会导致筛查疲劳。所研究的富裕人群的经济压力程度应引起人们对一般 LFS 群体经济压力的更大关注。
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引用次数: 0
Black raspberry modulates cecal and oral microbiome at the early stage of a dibenzo[def,p]chrysene-induced murine oral cancer model. 在二苯并[def,p]菊烯诱导的小鼠口腔癌模型的早期阶段,黑树莓可调节盲肠和口腔微生物群。
Pub Date : 2024-11-06 DOI: 10.1158/1940-6207.CAPR-24-0347
Jingcheng Zhao, Yuan-Wan Sun, Kun-Ming Chen, Cesar Aliaga, Jordan E Bisanz, Karam El-Bayoumy

While tobacco smoking is a risk factor in the development of oral squamous cell carcinoma (OSCC), only a fraction of smokers develop the disease. Compelling evidence shows that microbial community composition is associated with carcinogenesis, suggesting that the microbiome may play a role in cancer development of smokers. We previously showed that black raspberry (BRB) protects against OSCC induced by the tobacco constituent dibenzo[def,p]chrysene (DBP) altering genetic and epigenetic markers in a manner consistent with its cancer preventive activity. In the present study, we conducted a mouse experiment to investigate the effects of BRB and DBP individually and in combination on the oral and gut microbiota. DBP-induced DNA damage in the mouse oral cavity which is an essential step for the development of OSCC in mice. 16S rRNA gene sequencing revealed that BRB significantly increased microbial diversity and shifted microbiome composition in the gut and oral cavity, whereas DBP had no significant effect. In both gut and oral microbiota, Akkermansia muciniphila was significantly reduced after BRB treatment; however, this was not consistent with pure culture in vitro assays suggesting that the impact of BRB on A. muciniphila may be mediated through indirect mechanisms including the host or other microbes. Indeed BRB, but not DBP, was found to modulate the growth kinetics of human gut microbes in vitro including lactic acid bacteria and Bacteroides spp. The results of the current study further emphasize the interplay of microbiome and environmental factors in the development and prevention of OSCC.

虽然吸烟是口腔鳞状细胞癌(OSCC)发病的一个危险因素,但只有一小部分吸烟者会患上这种疾病。令人信服的证据表明,微生物群落的组成与致癌有关,这表明微生物组可能在吸烟者的癌症发展中发挥作用。我们以前的研究表明,黑覆盆子(BRB)可防止烟草成分二苯并[def,p]菊烯(DBP)诱导的OSCC,其改变遗传和表观遗传标记的方式与其癌症预防活性一致。在本研究中,我们进行了一项小鼠实验,研究 BRB 和 DBP 单独或联合使用对口腔和肠道微生物群的影响。DBP 在小鼠口腔中诱导 DNA 损伤,这是小鼠发生 OSCC 的关键步骤。16S rRNA基因测序显示,BRB能显著增加肠道和口腔中微生物的多样性并改变微生物群的组成,而DBP则没有显著影响。在肠道和口腔微生物群中,BRB 处理后 Akkermansia muciniphila 的数量明显减少;然而,这与体外纯培养试验并不一致,这表明 BRB 对 A. muciniphila 的影响可能是通过包括宿主或其他微生物在内的间接机制介导的。目前的研究结果进一步强调了微生物组和环境因素在 OSCC 的发展和预防中的相互作用。
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引用次数: 0
Plasma Concentrations of Multiple Oxysterols and Risk of Colorectal Adenomas. 血浆中多种氧杂环醇的浓度与结肠直肠腺瘤的风险。
Pub Date : 2024-11-04 DOI: 10.1158/1940-6207.CAPR-24-0108
Michael N Passarelli, Jeffrey G McDonald, Bonne M Thompson, Hugo Pomares-Millan, Thomas J Palys, Judy R Rees, Elizabeth L Barry

Oxysterols are metabolites of cholesterol that regulate the homeostasis of cholesterol, fatty acids, and glucose. These metabolites are generated throughout the body, either enzymatically or from oxidative stress, and are detectable in peripheral circulation. We previously reported that circulating 27-hydroxycholesterol (27-OHC), an endogenous selective estrogen receptor modulator, may be a risk factor for colorectal adenomas. Here, in addition to 27-OHC, we report on four other circulating oxysterols: 25-hydroxycholesterol, 24(S)-hydroxycholesterol, 7ɑ-hydroxycholesterol, and 4β-hydroxycholesterol. Oxysterol concentrations were measured using liquid chromatography/mass spectrometry from fasting plasma collected at baseline from 1,246 participants of the Vitamin D/Calcium Polyp Prevention Study, a multicenter adenoma chemoprevention trial. To evaluate multiple oxysterols simultaneously, we used both log-linear regression and Bayesian kernel machine regression models developed for analyses of complex mixtures adjusted for potential confounding factors. Higher circulating 7ɑ-hydroxycholesterol was associated with higher adenoma risk (Bayesian kernel machine regression-based multivariable-adjusted risk ratios (RR; for the 75th vs. 25th percentile, 1.22; 95% credible interval, CI, 1.04-1.42). In contrast, higher circulating 4β-hydroxycholesterol was associated with lower risk of these polyps (RR, 0.84; 95% CI, 0.71-0.99). The positive association with advanced adenoma risk that we previously reported for circulating 27-OHC persisted when controlling for other oxysterols (RR, 1.26; 95% CI, 0.98-1.62), including among those with advanced adenomas at baseline (RR, 1.75; 95% CI, 1.01-3.06). Prevention Relevance: Circulating concentrations of multiple oxysterols measured at the time of an initial colorectal adenoma diagnosis may be risk factors for subsequent incidence of these lesions. Novel colorectal cancer prevention strategies may target oxysterol formation.

氧基甾醇是胆固醇的代谢产物,可调节胆固醇、脂肪酸和葡萄糖的平衡。这些代谢物通过酶促或氧化应激在全身产生,并可在外周循环中检测到。我们曾报道,循环中的 27-羟基胆固醇(27-OHC)是一种内源性选择性雌激素受体调节剂,可能是结直肠腺瘤的风险因素。在这里,除了 27-OHC,我们还报告了其他四种循环中的羟基甾醇:25-羟基胆固醇(25-OHC)、24(S)-羟基胆固醇(24(S)-OHC)、7ɑ-羟基胆固醇(7ɑ-OHC)和 4β-羟基胆固醇(4β-OHC)。使用液相色谱-质谱法测量了维生素 D/Calcium 息肉预防研究(Vitamin D/Calcium Polyp Prevention Study)的羟基甾醇浓度,该研究是一项多中心腺瘤化学预防试验,收集了 1246 名参与者的基线空腹血浆。为了同时评估多种氧基固醇,我们使用了对数线性回归和贝叶斯核机器回归 (BKMR) 模型,这两种模型都是针对潜在混杂因素调整后的复杂混合物分析而开发的。较高的循环 7ɑ-OHC 与较高的腺瘤风险相关(基于 BKMR 的多变量调整风险比,第 75 百分位数与第 25 百分位数的风险比为 1.22;95% 可信区间,CI,1.04-1.42)。相反,较高的循环 4β-OHC 与较低的息肉风险相关(RR,0.84;95% CI,0.71-0.99)。在控制了其他氧杂环醇(RR,1.26;95% CI,0.98-1.62)后,我们之前报告的循环 27-OHC 与晚期腺瘤风险的正相关关系依然存在,包括在基线腺瘤为晚期腺瘤的人群中(RR,1.75;95% CI,1.01-3.06)。
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引用次数: 0
Editors' Selections from Relevant Scientific Publications. 编辑从相关科学出版物中选取的内容。
Pub Date : 2024-11-04 DOI: 10.1158/1940-6207.CAPR-17-11-HFL
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引用次数: 0
Viewing Native American Cervical Cancer Disparities through the Lens of the Vaginal Microbiome: A Pilot Study. 通过阴道微生物组观察美国本土宫颈癌的差异:试点研究。
Pub Date : 2024-11-04 DOI: 10.1158/1940-6207.CAPR-24-0286
Paweł Łaniewski, Tawnjerae R Joe, Nicole R Jimenez, Tristen L Eddie, Skyler J Bordeaux, Verity Quiroz, Donna J Peace, Haiyan Cui, Denise J Roe, J Gregory Caporaso, Naomi R Lee, Melissa M Herbst-Kralovetz

Vaginal dysbiosis is implicated in persistent human papillomavirus (HPV) infection and cervical cancer. Yet, there is a paucity of data on the vaginal microbiome in Native American communities. Here, we aimed to elucidate the relationships between microbiome, HPV, sociodemographic, and behavioral risk factors to better understand an increased cervical cancer risk in Native American women. In this pilot study, we recruited 31 participants (16 Native American and 15 non-Native women) in Northern Arizona and examined vaginal microbiota composition, HPV status, and immune mediators. We also assessed individuals' sociodemographic information and physical, mental, sexual, and reproductive health. Overall, microbiota profiles were dominated by common Lactobacillus species (associated with vaginal health) or a mixture of bacterial vaginosis-associated bacteria. Only 44% of Native women exhibited Lactobacillus dominance, compared with 58% of non-Native women. Women with vaginal dysbiosis also had elevated vaginal pH and were more frequently infected with high-risk HPV. Furthermore, we observed associations of multiple people in a household, lower level of education, and high parity with vaginal dysbiosis and abundance of specific bacterial species. Finally, women with dysbiotic microbiota presented with elevated vaginal levels of proinflammatory cytokines. Altogether, these findings indicate an interplay between HPV, vaginal microbiota, and host defense, which may play a role in the cervical cancer disparity among Native American women. Future longitudinal studies are needed to determine the mechanistic role of vaginal microbiota in HPV persistence in the context of social determinants of health toward the long-term goal of reducing health disparities between non-Hispanic White and Native American populations. Prevention Relevance: Cervical cancer disproportionally affects Native American women. Sociodemographic and behavioral factors might contribute to this disparity via alteration of vaginal microbiota. Here, we show the association between these factors and vaginal dysbiosis and immune activation, which can be implicated in high-risk HPV infection among Native American and other racial/ethnic populations.

阴道菌群失调与 HPV 持续感染和宫颈癌有关。然而,有关美国原住民社区阴道微生物组的数据却很少。在此,我们旨在阐明微生物组、HPV、社会人口和行为风险因素之间的关系,以更好地了解美国本土妇女患宫颈癌风险增加的情况。在这项试点研究中,我们在亚利桑那州北部招募了 31 名参与者(16 名美国原住民妇女,15 名非原住民妇女),并检查了阴道微生物群组成、HPV 状态和免疫介质。我们还评估了个人的社会人口信息以及身体、心理、性和生殖健康状况。总体而言,微生物群谱以常见的乳酸杆菌(与阴道健康有关)或细菌性阴道病相关细菌的混合物为主。只有 44% 的原住民妇女以乳酸杆菌为主,而非原住民妇女的这一比例为 58%。阴道菌群失调的女性阴道 pH 值也会升高,并且更容易感染高危 HPV。此外,我们还观察到一个家庭中多人、教育水平较低和高准生率与阴道菌群失调和特定细菌种类的丰富程度有关。最后,菌群失调的女性阴道中促炎细胞因子水平升高。总之,这些研究结果表明,HPV、阴道微生物群和宿主防御之间存在相互作用,这可能是造成美国本土女性宫颈癌差异的原因之一。未来还需要进行纵向研究,以确定阴道微生物群在 HPV 持续存在中的机理作用,以及健康的社会决定因素,从而实现缩小非西班牙裔白人和美国原住民之间健康差距的长期目标。
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引用次数: 0
The Surge in Human Papillomavirus Vaccine Rejection in Nigeria. 尼日利亚人乳头瘤病毒疫苗拒种现象激增。
Pub Date : 2024-11-04 DOI: 10.1158/1940-6207.CAPR-24-0318
Oche Joseph Otorkpa, Adefunmilola Adebola Onifade, Chinenye Oche Otorkpa

In October 2023, Nigeria integrated the single-dose human papillomavirus (HPV) vaccine into its routine immunization program, aiming to protect 7.7 million girls aged 9 to 14 years. This milestone in the fight against HPV-related cancers, especially cervical cancer, faces significant challenges due to high vaccine rejection rates driven by misinformation and cultural barriers. Despite the vaccine's proven safety and efficacy, uptake remains low. This communication highlights the urgent need for a comprehensive public health education campaign to address these barriers. Proposed strategies include leveraging digital health technologies, integrating HPV education into school curricula, training community health workers, engaging religious and cultural leaders, and launching media campaigns featuring personal narratives. Implementing these evidence-based interventions is crucial for dispelling myths, misconceptions, and skepticism surrounding HPV vaccines. This will enhance acceptance and uptake, ultimately reducing cervical cancer mortality in Nigeria.

2023 年 10 月,尼日利亚将单剂量人类乳头瘤病毒 (HPV) 疫苗纳入其常规免疫计划,旨在保护 770 万名 9 至 14 岁的女童。由于错误信息和文化障碍导致的高疫苗排斥率,这一抗击人乳头瘤病毒相关癌症(尤其是宫颈癌)的里程碑面临着巨大挑战。尽管疫苗的安全性和有效性已得到证实,但接种率仍然很低。这篇通讯强调,迫切需要开展全面的公共卫生教育活动来消除这些障碍。建议的策略包括利用数字卫生技术、将 HPV 教育纳入学校课程、培训社区卫生工作者、吸引宗教和文化领袖参与,以及开展以个人叙述为特色的媒体宣传活动。实施这些循证干预措施对于消除围绕 HPV 疫苗的神话、误解和怀疑至关重要。这将提高接受度和使用率,最终降低尼日利亚的宫颈癌死亡率。
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引用次数: 0
Harnessing Artificial Intelligence for the Detection and Management of Colorectal Cancer Treatment. 利用人工智能检测和管理结直肠癌治疗。
Pub Date : 2024-11-04 DOI: 10.1158/1940-6207.CAPR-24-0178
Michael Jacob, Ruhananhad P Reddy, Ricardo I Garcia, Aananya P Reddy, Sachi Khemka, Aryan Kia Roghani, Vasanthkumar Pattoor, Ujala Sehar, P Hemachandra Reddy

Currently, eight million people in the United States suffer from cancer and it is a major global health concern. Early detection and interventions are urgently needed for all cancers, including colorectal cancer. Colorectal cancer is the third most common type of cancer worldwide. Based on the diagnostic efforts to general awareness and lifestyle choices, it is understandable why colorectal cancer is so prevalent today. There is a notable lack of awareness concerning the impact of this cancer and its connection to lifestyle elements, as well as people sometimes mistaking symptoms for a different gastrointestinal condition. Artificial intelligence (AI) may assist in the early detection of all cancers, including colorectal cancer. The usage of AI has exponentially grown in healthcare through extensive research, and since clinical implementation, it has succeeded in improving patient lifestyles, modernizing diagnostic processes, and innovating current treatment strategies. Numerous challenges arise for patients with colorectal cancer and oncologists alike during treatment. For initial screening phases, conventional methods often result in misdiagnosis. Moreover, after detection, determining the course of which colorectal cancer can sometimes contribute to treatment delays. This article touches on recent advancements in AI and its clinical application while shedding light on why this disease is so common today.

目前,美国有 800 万人罹患癌症,癌症是全球主要的健康问题。包括结肠直肠癌(CRC)在内的所有癌症都迫切需要早期检测和干预。CRC 是全球第三大最常见的癌症类型;从诊断工作到普遍认识和生活方式的选择,都可以理解为什么 CRC 如今如此流行。人们对这种癌症的影响及其与生活方式之间的联系明显缺乏认识,有时还会将症状误认为是其他肠胃疾病。人工智能(AI)可以帮助早期检测包括 CRC 在内的所有癌症。通过广泛的研究,人工智能在医疗保健领域的应用呈指数级增长,自临床应用以来,已成功改善了患者的生活方式,实现了诊断流程的现代化,并创新了当前的治疗策略。在治疗过程中,CRC 患者和肿瘤学家都面临着诸多挑战。在初步筛查阶段,传统方法往往会导致误诊。此外,在发现之后,确定 CRC 的病程有时也会导致治疗延误。本文介绍了人工智能的最新进展及其临床应用,同时揭示了为什么这种疾病如今如此常见。
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引用次数: 0
Oncogenic H-RAS induces metformin resistance in head and neck cancer by promoting glycolytic metabolism. 致癌物质H-RAS通过促进糖代谢诱导头颈癌的二甲双胍耐药性。
Pub Date : 2024-10-28 DOI: 10.1158/1940-6207.CAPR-24-0124
Xingyu Wu, Sendi Rafael Adame-Garcia, Keiichi Koshizuka, Pham Thuy Tien Vo, Thomas S Hoang, Kuniaki Sato, Hiroki Izumi, Yusuke Goto, Michael M Allevato, Kris C Wood, Scott M Lippman, J Silvio Gutkind

Metformin administration has recently emerged as a candidate strategy for the prevention of head and neck squamous cell carcinoma (HNSCC). However, the intricate relationship between genetic alterations in HNSCC and metformin sensitivity is still poorly understood, which prevents the stratifications of patients harboring oral premalignant lesions that may benefit from the chemopreventive activity of metformin. In this study, we investigate the impact of prevalent mutations in HNSCC in response to metformin. Notably, we found that the expression of oncogenic HRAS mutants confers resistance to metformin in isogenic HNSCC cell systems and that HNSCC cells harboring endogenous HRAS mutations display limited sensitivity to metformin. Remarkably, we found that metformin fails to reduce activation of the mTOR pathway in HRAS oncogene expressing HNSCC cells in vitro and in vivo, correlating with reduced tumor suppressive activity. Mechanistically, we found that this process depends on the ability of HRAS to enhance glycolytic metabolism, thereby suppressing the requirement of oxidative phosphorylation to maintain the cellular energetic balance. Overall, our study revealed that HNSCC cells with oncogenic HRAS mutations exhibit diminished metformin sensitivity, thus shedding light on a potential mechanism of treatment resistance. This finding may also help explain the limited clinical responses to metformin in cancers with RAS mutations. Ultimately, our study underscores the importance of understanding the impact of the genetic landscape in tailoring precision cancer preventive approaches in the context of HNSCC and other cancers that are characterized by the presence of a defined premalignant state and, therefore, amenable for cancer interception strategies.

最近,服用二甲双胍已成为预防头颈部鳞状细胞癌(HNSCC)的一种候选策略。然而,人们对 HNSCC 基因改变与二甲双胍敏感性之间错综复杂的关系仍然知之甚少,因此无法对口腔癌前病变患者进行分层,使其受益于二甲双胍的化学预防活性。在本研究中,我们调查了 HNSCC 中流行突变对二甲双胍反应的影响。值得注意的是,我们发现在异源 HNSCC 细胞系统中,致癌 HRAS 突变体的表达会使细胞对二甲双胍产生耐药性,而携带内源性 HRAS 突变的 HNSCC 细胞对二甲双胍的敏感性有限。值得注意的是,我们发现二甲双胍不能减少体外和体内表达 HRAS 癌基因的 HNSCC 细胞中 mTOR 通路的激活,这与肿瘤抑制活性降低有关。从机理上讲,我们发现这一过程取决于 HRAS 加强糖酵解代谢的能力,从而抑制氧化磷酸化维持细胞能量平衡的需要。总之,我们的研究揭示了具有致癌 HRAS 突变的 HNSCC 细胞对二甲双胍的敏感性降低,从而揭示了治疗耐药的潜在机制。这一发现也有助于解释二甲双胍对具有 RAS 突变的癌症的临床反应有限的原因。归根结底,我们的研究强调了在 HNSCC 和其他以存在明确的恶性前状态为特征的癌症中,了解遗传景观对定制精准癌症预防方法的影响的重要性,因此,这些癌症适合采用癌症拦截策略。
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Cancer prevention research (Philadelphia, Pa.)
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