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Automated breast density assessment for full-field digital mammography and digital breast tomosynthesis. 全视野数字乳腺 X 射线照相术和数字乳腺断层合成术的自动乳腺密度评估。
Pub Date : 2024-10-25 DOI: 10.1158/1940-6207.CAPR-24-0338
Shu Jiang, Debbie L Bennett, Simin Chen, Adetunji T Toriola, Graham A Colditz

Mammographic density is a strong risk factor for breast cancer (BC) and is reported clinically as part of Breast Imaging Reporting and Data System (BI-RADS) results issued by radiologists. Automated assessment of density is needed that can be used for both full-field digital mammography (FFDM) and digital breast tomosynthesis (DBT) as both types of exams are acquired in standard clinical practice. We trained a deep learning model to automate the estimation of BI-RADS density from a prospective Washington University (WashU) clinic-based cohort of 9,714 women, entering into the cohort in 2013 with follow-up through, October 31, 2020. The cohort included 27% non-Hispanic Black women. The trained algorithm was assessed in an external validation cohort that included 18,360 women screened at Emory from January 1, 2013 and followed through December 31, 2020 that included 42% non-Hispanic Black women. Our model-estimated BI-RADS density demonstrated substantial agreement with the density as assessed by radiologist. In the external validation, the agreement with radiologists for category B 81% and C 77% for FFDM and B 83% and C 74% for DBT show important distinction for separation of women with dense breast. We obtained a Cohen's κ of 0.72 (95% CI, 0.71, 0.73) in FFDM and 0.71 (95% CI 0.69, 0.73) in DBT. We provided a consistent and fully automated BI-RADS estimation for both FFDM and DBT using a deep learning model. The software can be easily implemented anywhere for clinical use and risk prediction.

乳腺造影密度是乳腺癌(BC)的一个重要危险因素,临床报告是放射科医生发布的乳腺成像报告和数据系统(BI-RADS)结果的一部分。由于全场数字乳腺 X 射线照相术(FFDM)和数字乳腺断层合成术(DBT)都是在标准临床实践中获得的检查类型,因此需要能同时用于这两种检查类型的密度自动评估。我们训练了一个深度学习模型,以自动估算华盛顿大学(WashU)诊所前瞻性队列中 9714 名女性的 BI-RADS 密度,该队列于 2013 年加入,随访至 2020 年 10 月 31 日。队列中包括 27% 的非西班牙裔黑人妇女。经过训练的算法在外部验证队列中进行了评估,该队列包括自 2013 年 1 月 1 日起在埃默里接受筛查并随访至 2020 年 12 月 31 日的 18,360 名妇女,其中 42% 为非西班牙裔黑人妇女。我们的模型估计的 BI-RADS 密度与放射科医生评估的密度非常一致。在外部验证中,FFDM 的 B 类 81% 和 C 类 77%,以及 DBT 的 B 类 83% 和 C 类 74% 与放射科医生的一致率显示了在分离致密乳腺女性方面的重要区别。我们在 FFDM 和 DBT 中分别获得了 0.72(95% CI,0.71,0.73)和 0.71(95% CI,0.69,0.73)的 Cohen's κ。我们利用深度学习模型为 FFDM 和 DBT 提供了一致的全自动 BI-RADS 估算。该软件可在任何地方轻松实施,用于临床使用和风险预测。
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引用次数: 0
Improved uptake and adherence to risk reducing medication with use of low dose Tamoxifen in patients at high risk for breast cancer. 在乳腺癌高危患者中使用低剂量他莫昔芬,提高了他们对降低风险药物的接受度和依从性。
Pub Date : 2024-10-08 DOI: 10.1158/1940-6207.CAPR-24-0324
Lauren F Cornell, Christine L Klassen, Karthik Ghosh, Colleen Ball, Pooja Advani, Sandhya Pruthi

Women at increased risk for breast cancer (BC) may benefit from taking risk reducing medication (RRM) with tamoxifen (tam). Historical uptake to tam for women who qualify has been low. Recent studies have shown low dose tam to have similar efficacy to standard dosing lower risk for adverse events. Herein, we aimed to evaluate uptake, adherence, and tolerability of low dose tam in women at increased risk for BC and those with DCIS. In this two-site prospective study, women who qualified for BC RRM were offered participation and received consultation with a breast specialist for discussion of RRM rationale, benefits, side effects, and risks. Patients received baseline and 1 year follow-up surveys. 41 patients consented for participation and 31 completed 1-year follow-up. After initial consultation, 90% (n=37) reported good/complete understanding of BC risk. Of patients included in 1 year follow-up, 5 had DCIS, 13 had high-risk intraepithelial lesion, and 13 qualified based on BCRAT/IBIS calculation. 74% (n= 23) of patients reported they took low dose tam after consultation with 78.2% (n=18) of those still taking medication at 1 year. Patients who continued medication had higher estimated BC risk compared to those who discontinued (IBIS 10-yr risk 12.7% vs 7.6%, p = 0.027). All patients with DCIS initiated low dose tam and only 1 patient with DCIS had discontinued at 1 year. Uptake to low dose tam after informed discussion is high. Adherence and tolerability at 1 year follow-up is improved compared with traditional dosing of tam.

乳腺癌(BC)风险增加的妇女可能会从服用他莫昔芬(tam)的降低风险药物(RRM)中获益。一直以来,符合条件的妇女服用他莫昔芬的比例较低。最近的研究表明,低剂量他莫昔芬的疗效与标准剂量相似,但不良反应风险较低。在此,我们旨在评估 BC 风险增加的女性和 DCIS 患者对低剂量他汀的接受度、依从性和耐受性。在这项由两个研究机构进行的前瞻性研究中,符合 BC RRM 条件的女性均可参加,并接受乳腺专家的咨询,讨论 RRM 的原理、益处、副作用和风险。患者将接受基线和一年的随访调查。41 名患者同意参与,31 名患者完成了为期 1 年的随访。初次咨询后,90% 的患者(37 人)表示对 BC 风险有良好/全面的了解。在接受 1 年随访的患者中,5 人患有 DCIS,13 人患有高危上皮内病变,13 人符合 BCRAT/IBIS 计算条件。74%(23 人)的患者表示在就诊后服用了小剂量他汀,其中 78.2%(18 人)的患者在 1 年后仍在服药。与停止服药的患者相比,继续服药的患者估计的 BC 风险更高(IBIS 10 年风险 12.7% vs 7.6%,p = 0.027)。所有 DCIS 患者都开始服用低剂量他汀,只有 1 名 DCIS 患者在 1 年后停药。经过知情讨论后,接受低剂量 TAM 的比例很高。与传统塔姆剂量相比,1 年随访时的依从性和耐受性都有所改善。
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引用次数: 0
Chemoprevention of Head and Neck Cancer: A Review of Current Approaches and Future Perspectives. 头颈癌的化学预防:当前方法和未来展望综述。
Pub Date : 2024-10-01 DOI: 10.1158/1940-6207.CAPR-24-0093
Sanghoon Han, Ramireddy Bommireddy, Pauline Kim, Periasamy Selvaraj, Dong M Shin

Head and neck squamous cell carcinoma (HNSCC) is a spectrum of heterogeneous malignancies. A variety of genetic, environmental, and lifestyle factors contribute to the development of HNSCC. Carcinogenesis is a multistep process in which cell proliferation-associated oncogenes and cell-cycle regulation-associated tumor suppressor genes are dysregulated, resulting in premalignant lesions. Immune evasion is a critical step in the progression of benign lesions to advanced cancer. This review discusses the advances that have been made in chemoprevention strategies for HNSCC. The rationale for the use of chemopreventive agents to inhibit head and neck cancer development is highlighted by the positive outcomes of several clinical trials. We discuss the potential of some of the commonly studied agents including vitamin A analogs, EGFR inhibitors, COX-2 inhibitors, metabolic modulators, and natural compounds such as green tea, as well as immunotherapy and photodynamic therapy to prevent HNSCC. Our review provides insight into the potential benefits of these agents and the gaps that remain to be addressed. The published results reaffirm the promise of chemoprevention in head and neck cancer and suggest that continued exploration is needed to overcome the limitations. Because the current focus on chemopreventive agents is limited, major efforts in precision oncology approaches and substantial increase in funding will promote research into chemoprevention, which will eventually decrease the incidence of HNSCC.

头颈部鳞状细胞癌(HNSCC)是一种异质性恶性肿瘤。多种遗传、环境和生活方式因素导致了 HNSCC 的发生。致癌是一个多步骤的过程,在这一过程中,细胞增殖相关的癌基因和细胞周期调控相关的抑癌基因发生失调,从而导致恶性病变。免疫逃避是良性病变发展为晚期癌症的关键步骤。本综述将讨论针对 HNSCC 的化学预防策略所取得的进展。几项临床试验的积极成果凸显了使用化学预防药物抑制头颈癌发展的合理性。我们讨论了一些常用药物(包括维生素 A 类似物、表皮生长因子受体抑制剂、COX-2 抑制剂、代谢调节剂、绿茶等天然化合物、免疫疗法和光动力疗法)在预防 HNSCC 方面的潜力。我们的综述深入探讨了这些药物的潜在益处以及有待解决的不足之处。已发表的研究结果再次证实了头颈癌化学预防的前景,并表明需要继续探索以克服局限性。由于目前对化学预防药物的关注有限,精准肿瘤学方法方面的重大努力和资金的大幅增加将促进化学预防研究,从而最终降低 HNSCC 的发病率。
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引用次数: 0
Cancer History and Social Support Impact Colorectal Cancer Screening Utilization by Race/Ethnicity. 癌症史和社会支持对不同种族/族裔使用结直肠癌筛查的影响
Pub Date : 2024-10-01 DOI: 10.1158/1940-6207.CAPR-24-0121
Meng-Han Tsai, Minjee Lee, Steven S Coughlin, Jan M Eberth, Charles R Rogers

This study examined the association among cancer history, social support, and up-to-date colorectal cancer (CRC) screening among four racial/ethnic groups. We conducted a cross-sectional analysis using data on respondents aged 45 to 75 years from the 2022 Behavioral Risk Factor Surveillance System. Our outcome of interest was CRC screening and exposures of interest were race/ethnicity, cancer history, and social support. Weighted multivariable logistic regression was performed. Among 73,869 adults, the CRC screening rate was 66.8% with the highest rate in non-Hispanic (NH), Whites (72.2%), and the lowest in Hispanics (52.6%). Screening rates were higher in adults with a cancer history (81.9%) and those having social support (69%). Hispanic adults with a cancer history had lower screening use (50.9% vs. 77.4% in the no cancer history group; P value < 0.001). Regardless of race/ethnicity, adults without social support had lower screening utilization (P value < 0.05). In effect modification, NH White adults who reported no cancer history and lack of social support were 12% less likely to have CRC screening than those with social support but without cancer history (OR, 0.88; 95% confidence intervals, 0.79-0.98). Similar results were observed among Hispanic adults without a cancer history and social support, with 37% less likely to have CRC screening than those with social support but no cancer history (OR, 0.63; 95% confidence intervals, 0.42-0.93). NH White and Hispanic adults without a cancer history and limited social support were less likely to have CRC screening uptake. By implementing culturally tailored interventions that address social support needs, greater CRC screening compliance may be increased among these populations. Prevention Relevance: Adherence to CRC screening recommendations reduces cancer incidence and mortality. Effective implementation of culturally tailored interventions that address social support needs and consider cancer history have the potential for improving CRC screening compliance among NH White and Hispanic adults without a cancer history.

本研究考察了四个种族/民族群体中癌症病史、社会支持和最新结直肠癌(CRC)筛查之间的关联。我们利用 2022 年行为风险因素监测系统中 45-75 岁受访者的数据进行了横截面分析。我们关注的结果是癌症筛查,关注的暴露因素是种族/民族、癌症病史和社会支持。我们进行了加权多变量逻辑回归。在 73,869 名成年人中,CRC 筛查率为 66.8%,其中非西班牙裔(NH)白人的筛查率最高(72.2%),西班牙裔最低(52.6%)。有癌症病史的成年人(81.9%)和有社会支持的成年人(69%)的筛查率较高。有癌症病史的西语裔成年人筛查率较低(50.9% 对无癌症病史组的 77.4%;P 值为 0.05)。
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引用次数: 0
Preventive Treatment with a CD73 Small Molecule Inhibitor Enhances Immune Surveillance in K-Ras Mutant Pancreatic Intraepithelial Neoplasia. 用CD73小分子抑制剂进行预防性治疗可增强K-Ras突变型胰腺上皮内瘤变的免疫监视能力
Pub Date : 2024-10-01 DOI: 10.1158/1940-6207.CAPR-24-0200
Lincoln N Strickland, Wendao Liu, Usama Hussein, Nicolette Mardik, Xian Chen, Tingting Mills, Lana A Vornik, Michelle I Savage, Shizuko Sei, John Clifford, Holger K Eltzschig, Powel H Brown, Zhongming Zhao, Florencia McAllister, Jennifer M Bailey-Lundberg

Immunoprevention is an emerging consideration for solid tumors, including pancreatic ductal adenocarcinoma (PDAC). We and others have shown that Kras mutations in genetic models of spontaneous pancreatic intraepithelial neoplasia (PanIN), which is a precursor to PDAC, results in CD73 expression in the neoplastic epithelium and some populations of infiltrating immune cells, including macrophages and CD8 T cells. CD73 is an ecto-enzyme that converts extracellular adenosine monophosphate to adenosine, a critical immune inhibitory molecule in PDAC. We hypothesized inhibition of CD73 would reduce the incidence of PanIN formation and alter the immune microenvironment. To test our hypothesis, we used the KrasG12D; PdxCre1 (KC) genetically engineered mouse model and tested the utility of AB-680, a small molecule inhibitor targeting CD73, to inhibit PanIN progression. AB-680, or vehicle control, was administered using oral gavage delivery 3 days/week at 10 mg/kg, beginning when the mice were 2 months old and lasting 3 months. We euthanized the mice at 5 months old. In the KC model, we quantified significantly less pancreatitis, early and advanced PanIN, and quantified a significant increase in M1 macrophages in AB-680-treated mice. Single-cell RNA sequencing (scRNA-seq) of pancreata of AB-680-treated mice revealed increased infiltration of CD4+ T cells, CD8+ T cells, and mature B cells. The scRNA-seq analysis showed that CD73 inhibition reduced M2 macrophages, acinar, and PanIN cell populations. CD73 inhibition enhanced immune surveillance and expanded unique clonotypes of TCR and BCR, indicating that inhibition of CD73 augments adaptive immunity early in the neoplastic microenvironment. Prevention Relevance: Previous studies found PanIN lesions in healthy pancreata. Not all progress to PDAC, suggesting a window for enhanced antitumor immunity through immunoprevention therapy. CD73 inhibition in our study prevents PanIN progression, reduces immune-suppressive macrophages and expands TCR and BCR unique clonotypes, highlighting an encouraging therapeutic avenue for high-risk individuals.

对于包括胰腺导管腺癌(PDAC)在内的实体瘤,免疫预防是一个新兴的考虑因素。我们和其他人已经证明,自发性胰腺上皮内瘤变(PanIN)基因模型中的 Kras 突变(PanIN 是 PDAC 的前体)会导致 CD73 在肿瘤上皮和一些浸润免疫细胞群(包括巨噬细胞和 CD8 T 细胞)中表达。CD73 是一种外切酶,可将细胞外单磷酸腺苷 (AMP) 转化为腺苷,而腺苷是 PDAC 中的一种重要免疫抑制分子。我们假设抑制 CD73 会减少 PanIN 的形成并改变免疫微环境。为了验证我们的假设,我们使用了 KrasG12D; PdxCre1 (KC) 基因工程小鼠 (GEM) 模型,并测试了靶向 CD73 的小分子抑制剂 AB-680 在抑制 PanIN 进展方面的效用。从小鼠两个月大开始,每周三天以 10 毫克/千克的剂量口服灌胃给药 AB-680 或药物对照,持续三个月。我们在小鼠五个月大时将其安乐死。在 KC 模型中,我们发现 AB-680 治疗小鼠的胰腺炎、早期和晚期 PanIN 明显减少,M1 巨噬细胞显著增加。AB-680治疗小鼠胰腺的单细胞RNA测序(scRNA-seq)显示,CD4+ T细胞、CD8+ T细胞和成熟B细胞的浸润增加。scRNA-seq分析表明,CD73抑制剂减少了M2巨噬细胞、acinar和PanIN细胞的数量。CD73 抑制增强了免疫监视,扩大了 TCR 和 BCR 的独特克隆型,表明 CD73 抑制增强了肿瘤微环境早期的适应性免疫。
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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 : 2024-10-01 DOI: 10.1158/1940-6207.CAPR-17-10-HFL
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引用次数: 0
Enhancing Colorectal Cancer Screening with Droplet Digital PCR Analysis of Fusobacterium nucleatum in Fecal Immunochemical Test Samples. 利用液滴数字 PCR (ddPCR) 分析粪便免疫化学检验 (FIT) 样品中的核酸镰刀菌,加强大肠癌筛查。
Pub Date : 2024-10-01 DOI: 10.1158/1940-6207.CAPR-23-0331
José G Datorre, Mariana B Dos Reis, Ana C de Carvalho, Jun Porto, Gabriela H Rodrigues, Adhara B Lima, Monise T Reis, Welinton Hirai, Claudio L Hashimoto, Denise P Guimarães, Rui M Reis

Fecal immunochemical test (FIT) followed by colonoscopy in positive cases is commonly used for population-based colorectal cancer screening. However, specificity of FIT for colorectal cancer is not ideal and has poor performance for advanced adenoma detection. Fecal Fusobacterium nucleatum (Fn) detection has been proposed as a potential noninvasive biomarker for colorectal cancer and advanced adenoma detection. We aimed to evaluate the diagnostic performance of Fn detection using droplet digital PCR (ddPCR) in FIT samples from individuals enrolled in a colorectal cancer screening program with colorectal adenoma or cancer. We evaluated Fn presence in DNA isolated from FIT leftover material of 300 participants in a colorectal cancer screening program using ddPCR. The Fn DNA amount was classified as Fn-low/negative and Fn-high, and the association with patients' clinicopathological features and accuracy measurements was calculated. Fn-high levels were more prevalent in FIT-positive (47.2%, n = 34 of 72) than FIT-negative samples (28.9%, n = 66 of 228; P < 0.04). Among FIT-positive samples, high Fn levels were significantly more frequent in patients with cancer (CA, n = 8) when compared to normal (NT, n = 16; P = 0.02), non-advanced adenomas (NAA, n = 36; P = 0.01), and advanced adenomas (AA, n = 12; P = 0.01). Performance analysis of Fn in FIT-positive samples for colorectal cancer detection yielded an AUC of 0.8203 [confidence interval (CI), 0.6464-0.9942], with high sensitivity (100%) and specificity of 50%. Concluding, we showed the feasibility of detecting Fn in FIT leftovers using the ultrasensitive ddPCR technique. Furthermore, we highlighted the potential use of Fn levels in fecal samples to ameliorate colorectal cancer detection. Prevention Relevance: Fusobacterium nucleatum detection by droplet digital PCR could prioritize the selection of fecal immunochemical test-positive individuals who might benefit the most from the colonoscopy procedure.

粪便免疫化学检验(FIT)阳性病例通常先进行结肠镜检查,然后再进行人群大肠癌(CRC)筛查。然而,FIT 对 CRC 的特异性并不理想,对晚期腺瘤的检测效果也不佳。粪便核酸分枝杆菌(Fn)检测被认为是检测 CRC 和晚期腺瘤的潜在无创生物标记物。我们的目的是评估使用液滴数字 PCR(ddPCR)在参加 CRC 筛查项目的结直肠腺瘤或癌症患者的 FIT 样本中检测 Fn 的诊断性能。我们使用 ddPCR 评估了从 300 名 CRC 筛查项目参与者的 FIT 残留物中分离的 DNA 中 Fn 的含量。我们将 Fn DNA 含量分为 Fn-低/阴性和 Fn-高两种,并计算了其与患者临床病理特征和准确度测量的关系。与 FIT 阴性样本(28.9%,228 个样本中的 66 个)相比,FIT 阳性样本(47.2%,n=72 个样本中的 34 个)中 Fn 高含量的比例更高(p<0.05)。
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引用次数: 0
Biomarker-Driven Personalized Immunoprevention: Toward More Efficient Clinical Trials? 生物标志物驱动的个性化免疫预防:实现更高效的临床试验?
Pub Date : 2024-09-04 DOI: 10.1158/1940-6207.CAPR-24-0234
Sai Yendamuri, Konstantin H Dragnev

In this secondary analysis of specimens from the CANTOS trial, the investigators find that patients with clonal hematopoiesis mutations, particularly in the TET2 gene, predict a benefit of decreased cancer risk with the administration of the anti-IL1β agent canakinumab. Despite small numbers and the need for prospective validation, the findings are exciting as they demonstrate the potential for personalized chemoprevention approaches. Such personalized approaches can potentially enhance the feasibility of cancer prevention trials. See related article by Woo et al., p. 429.

在这项对 CANTOS 试验标本的二次分析中,研究人员发现,具有克隆性造血突变(尤其是 TET2 基因突变)的患者可通过服用抗 IL1β 药物 canakinumab 而降低患癌风险。尽管研究人数较少,而且需要进行前瞻性验证,但这些发现令人振奋,因为它们证明了个性化化学预防方法的潜力。这种个性化方法有可能提高癌症预防试验的可行性。请参阅 Woo 等人的相关文章,第 XX (2) 页。
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引用次数: 0
Lung Microbiome in Lung Cancer: A New Horizon in Cancer Study. 肺癌中的肺微生物组:癌症研究的新视野
Pub Date : 2024-09-04 DOI: 10.1158/1940-6207.CAPR-24-0147
Pragya Kashyap, Naveen Dutt, Dinesh K Ahirwar, Pankaj Yadav

Lung cancer is the second most prevalent cancer worldwide and a leading cause of cancer-related deaths. Recent technological advancements have revealed that the lung microbiome, previously thought to be sterile, is host to various microorganisms. The association between the lung microbiome and lung cancer initiation, progression, and metastasis is complex and contradictory. However, disruption in the homeostasis of microbiome compositions correlated with the increased risk of lung cancer. This review summarizes current knowledge about the most recent developments and trends in lung cancer-related microbiota or microbial components. This article aims to provide information on this rapidly evolving field while giving context to the general role of the lung microbiome in lung cancer. In addition, this review briefly discussed the causative association of lung microbiome with lung cancer. We will review the mechanisms by which lung microbiota influence carcinogenesis, focusing on microbiota dysbiosis. Moreover, we will also discuss the host-microbiome interaction as it plays a crucial role in stimulating and regulating the immune response. Finally, we will provide information on the diagnostic role of the microbiome in lung cancer. This article aims to offer an overview of the lung microbiome as a predictive and diagnostic biomarker in lung cancer.

肺癌(LC)是全球发病率第二高的癌症,也是癌症相关死亡的主要原因。最近的技术进步发现,以前被认为是无菌的肺部微生物组是各种微生物的宿主。肺部微生物组与肺癌的发生、发展和转移之间的关系既复杂又相互矛盾。然而,微生物组成分平衡的破坏与肺癌风险的增加有关。本综述总结了肺癌相关微生物群或微生物成分的最新进展和趋势。本稿件旨在提供这一快速发展领域的信息,同时介绍肺部微生物组在肺癌中的一般作用。此外,本综述还简要讨论了肺部微生物组与 LC 的因果关系。我们将回顾肺部微生物群影响致癌的机制,重点关注微生物群失调。此外,我们还将讨论宿主与微生物组之间的相互作用,因为宿主与微生物组在刺激和调节免疫反应方面起着至关重要的作用。最后,我们将介绍微生物群在 LC 中的诊断作用。本研究旨在概述肺部微生物组作为 LC 的预测和诊断生物标志物的作用。
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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 : 2024-09-04 DOI: 10.1158/1940-6207.CAPR-17-9-HFL
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引用次数: 0
期刊
Cancer prevention research (Philadelphia, Pa.)
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