Aggressiveness

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  • 文章类型: Journal Article
    我们的研究探讨了癌症衍生的细胞外泌体(EXs)的作用,特别关注胶原蛋白α-3(VI;COL6A3),促进上皮性卵巢癌(EOC)的肿瘤扩散和转移。我们发现COL6A3在侵袭性ES2衍生物中表达,SKOV3过表达COL6A3(SKOV3/COL6A3),和间质型卵巢癌基质祖细胞(MSC-OCSPCs),以及他们的EXS,但在具有COL6A3敲低(ES2/shCOL6A3)的侵袭性较低的SKOV3细胞或ES2细胞中没有。高COL6A3表达与EOC患者总体生存率较差相关。TCGA和GEO数据分析证明了这一点。体外实验表明,MSC-OCSPCs或SKOV3/COL6A3细胞的EXs能显著增强ES2或SKOV3/COL6A3细胞的侵袭能力,分别(两者,p<0.001)。相比之下,具有ES2/shCOL6A3EXs的ES2细胞表现出降低的侵袭能力(p<0.001)。在体内,在接受腹膜内注射SKOV3/COL6A3细胞的小鼠中,腹膜腔内的平均播散肿瘤数量显著高于SKOV3细胞(p<0.001).此外,与注射SKOV3细胞和PBS(p=0.007)或SKOV3/COL6A3细胞和PBS(p=0.039)的小鼠相比,静脉内(IV)注射SKOV3/COL6A3细胞和SKOV3/COL6A3-EXs的小鼠显示增加的肺定植。敲除COL6A3或用EX抑制剂GW4869或雷帕霉素消除的COL6A3-EXs治疗可能会抑制EOC的侵袭性。
    Our study explores the role of cancer-derived extracellular exosomes (EXs), particularly focusing on collagen alpha-3 (VI; COL6A3), in facilitating tumor dissemination and metastasis in epithelial ovarian cancer (EOC). We found that COL6A3 is expressed in aggressive ES2 derivatives, SKOV3 overexpressing COL6A3 (SKOV3/COL6A3), and mesenchymal-type ovarian carcinoma stromal progenitor cells (MSC-OCSPCs), as well as their EXs, but not in less aggressive SKOV3 cells or ES2 cells with COL6A3 knockdown (ES2/shCOL6A3). High COL6A3 expression correlates with worse overall survival among EOC patients, as evidenced by TCGA and GEO data analysis. In vitro experiments showed that EXs from MSC-OCSPCs or SKOV3/COL6A3 cells significantly enhance invasion ability in ES2 or SKOV3/COL6A3 cells, respectively (both, p <0.001). In contrast, ES2 cells with ES2/shCOL6A3 EXs exhibited reduced invasion ability (p < 0.001). In vivo, the average disseminated tumor numbers in the peritoneal cavity were significantly greater in mice receiving intraperitoneally injected SKOV3/COL6A3 cells than in SKOV3 cells (p < 0.001). Furthermore, mice intravenously (IV) injected with SKOV3/COL6A3 cells and SKOV3/COL6A3-EXs showed increased lung colonization compared to mice injected with SKOV3 cells and PBS (p = 0.007) or SKOV3/COL6A3 cells and PBS (p = 0.039). Knockdown of COL6A3 or treatment with EX inhibitor GW4869 or rapamycin-abolished COL6A3-EXs may suppress the aggressiveness of EOC.
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  • 文章类型: Journal Article
    背景:Ki-67免疫染色常用于神经内分泌肿瘤的增殖指数评估和分级。这项研究调查了其与滤泡源性甲状腺癌(TC)侵袭性的关系。
    方法:对2018年1月至2023年11月在麦吉尔大学三家教学医院的TC患者进行回顾性分析。纳入标准包括甲状腺恶性肿瘤患者和最终病理标本中可获得的Ki-67LI数据。收集的数据包括病人的人口统计,Ki-67LI值,和不同的侵入属性,如分子突变,组织学亚型,淋巴管浸润(LVI),甲状腺外延伸(ETE),和阳性淋巴结(LN)。
    结果:总计,212例患者符合纳入标准,其中女性占80.7%,男性占19.3%。Ki-67LI的范围从1%到30%,大多数病例在1-15%的范围内。在较高的Ki-67LI与甲状腺癌的高风险组织学亚型之间观察到显着关联(p<0.001)。同样,Ki-67LI与LVI和阳性LN转移显着相关(分别为p<0.001和p=0.036)。然而,Ki-67LI与基因突变或ETE之间未发现显著关联(分别为p=0.133和p=0.190).使用百分位数建立截止值,Ki-67LI高于6.7的患者显示与侵入性特征相关的可能性更高.
    结论:Ki-67LI升高可以作为卵泡源性TC侵袭性的指标,特别是当与不同的组织学亚型相关时,LVI和正LN。
    BACKGROUND: Ki-67 immunostaining is commonly used in neuroendocrine tumors to estimate the proliferative index and for grading. This study investigates its association with the invasiveness of follicular-derived thyroid carcinomas (TCs).
    METHODS: A retrospective analysis of patients with TC at three McGill University teaching hospitals between January 2018 and November 2023 was conducted. The inclusion criteria included patients with malignant thyroid tumors and accessible Ki-67 LI data from final pathology specimens. The data collected included patient demographics, Ki-67 LI values, and different invasiveness attributes, such as molecular mutations, the histological subtype, lymphovascular invasion (LVI), extrathyroidal extension (ETE), and positive lymph nodes (LNs).
    RESULTS: In total, 212 patients met the inclusion criteria, of which 80.7% were females and 19.3% were males. The Ki-67 LI ranged from 1% to 30%, with the majority of the cases within the range of 1-15%. A significant association was observed between higher Ki-67 LI and high-risk histological subtypes of thyroid carcinoma (p < 0.001). Similarly, Ki-67 LI was significantly associated with LVI and positive LN metastasis (p < 0.001 and p = 0.036, respectively). However, no significant association was found between the Ki-67 LI and gene mutations or ETE (p = 0.133 and p = 0.190, respectively). Using percentiles to establish a cutoff, patients with a Ki-67 LI higher than 6.7 showed a higher likelihood of being associated with invasive features.
    CONCLUSIONS: Elevated Ki-67 LI can serve as an indicator of aggressiveness in follicular-derived TC, especially when associated with distinct histological subtypes, LVI and positive LNs.
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  • 文章类型: Journal Article
    目的:甲状腺乳头状癌(PTC)与桥本甲状腺炎(HT)的相关性存在争议。这项研究的目的是评估HT的存在对PTC的侵袭性施加任何影响,并建立了预测PTC侵袭可能性的列线图。
    方法:对2017年1月至2020年12月373例伴有/不伴有HT的PTC患者进行回顾性分析。收集患者的临床病理和超声特征进行单变量和多变量分析。根据PTC侵袭性的危险因素建立了列线图。
    结果:男性(p=0.001),肿瘤大小>1.0cm(p=0.046)和淋巴结转移(p=0.018)与PTC和HT共存呈负相关,而与多焦频率显著正相关(p=0.010)。单变量和多变量分析表明,年龄≥55岁(p=0.000),男性(p=0.027),HT(p=0.017),肿瘤大小>1.0cm(p=0.015),多焦点(p=0.041),到囊膜的距离≤0cm(p=0.050)和血流量(I级:p=0.044)是预测PTC侵袭性的独立危险因素.进一步开发和验证了根据这些预测因子的列线图。受试者工作特征曲线(培训和验证队列的AUC=0.734和0.809,分别)和决策曲线分析表明,列线图模型在临床上有用。校准曲线表明,列线图表现出优异的一致性。
    结论:在这项研究中,共存的HT可能在预防PTC的增殖中起保护作用。通过术前识别超声和临床特征并结合预测的列线图模型,可以减少PTC中的可分配的积极治疗。
    OBJECTIVE: The association between Papillary Thyroid Carcinoma (PTC) and coexistent Hashimoto\'s Thyroiditis (HT) was controversial. The purpose of this study was to evaluate the presence of HT exerts any influence on the aggressiveness of PTC, and to establish a nomogram for predicting the possibility of aggressiveness in PTC.
    METHODS: 373 consecutive PTC patients with/without coexistent HT from January 2017 to December 2020 were retrospective reviewed. Patients\' clinicopathologic and sonographic characteristics were collected for univariate and multivariate analyses. A nomogram was established based on the risk factors for aggressiveness in PTC.
    RESULTS: Male (p = 0.001), tumor size >1.0 cm (p = 0.046) and lymph node metastasis (p = 0.018) were negatively associated with PTC coexisted with HT, while it was significantly positively associated with the frequence of multifocality (p = 0.010). Univariate and multivariate analyses suggested that age ≥55 years (p = 0.000), male (p = 0.027), HT (p = 0.017), tumor size >1.0 cm (p = 0.015), multifocality (p = 0.041), distance to capsular ≤0 cm (p = 0.050) and blood flow (Grade I: p = 0.044) were independent risk factors for predicting the aggressiveness in PTC. A nomogram according to these predictors was further developed and validated. The receiver operating characteristic curve (AUC = 0.734 and 0.809 for training and validation cohorts, respectively) and decision curve analyses indicated that the nomogram model was clinically useful. The calibration curve revealed that the nomogram exhibited an excellent consistency.
    CONCLUSIONS: In this study, the coexistent HT might play a protective role in preventing the proliferation of PTC. Dispensable aggressive treatment may be reduced in PTC by pre-operative identification of sonographic and clinical characteristics and incorporating with the predicted nomogram model.
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  • 文章类型: Journal Article
    背景:这项研究旨在调查韩国晚期癌症患者临终关怀(EoL)的趋势,并确定影响此类护理的因素,分析2012年至2018年的全国数据。
    方法:这是基于人群的,全国回顾性研究。我们使用国家健康保险局和韩国中央癌症登记处的行政数据,分析了2012年至2018年间在IV期癌症诊断后一年内死亡的125,350名20岁及以上的患者。
    结果:EoL护理的总体积极性在2012年至2018年之间有所下降。在病人生命的最后一个月,化疗使用(37.1%至32.3%;p<0.05),心肺复苏(13.2%至10.4%;p<0.05),在研究期间,重症监护病房的入院率(15.2%至11.1%;p<0.05)下降,尽管急诊室就诊次数没有显著趋势。在生命的最后一个月中,住院临终关怀的使用急剧增加(8.6%至26.6%;p<0.05),而临终关怀入院在死亡前3天内呈下降趋势(13.9%~11%;p<0.05).如果患者更年轻,他们更有可能接受积极的EoL护理,女人,在三级医院接受治疗,或者有恶性血液病.在亚组分析中,所有5种主要癌症类型的积极EoL治疗的总体趋势下降.
    结论:在韩国,2012-2018年期间,IV期癌症患者的EoL治疗的积极性总体下降。
    BACKGROUND: This study aimed to investigate the trends of aggressive care at the end-of-life (EoL) for patients with advanced cancer in Korea and to identify factors affecting such care analyzing nationwide data between 2012 to 2018.
    METHODS: This was a population-based, retrospective nationwide study. We used administrative data from the National Health Insurance Service and the Korea Central Cancer Registry to analyze 125,350 patients aged 20 years and above who died within one year of a stage IV cancer diagnosis between 2012 and 2018.
    RESULTS: The overall aggressiveness of EoL care decreased between 2012 and 2018. In patients\' last month of life, chemotherapy use (37.1% to 32.3%; p < 0.05), cardiopulmonary resuscitation (13.2% to 10.4%; p < 0.05), and intensive care unit admission (15.2% to 11.1%; p < 0.05) decreased during the study period, although no significant trend was noted in the number of emergency room visits. A steep increase was seen in inpatient hospice use in the last month of life (8.6% to 26.6%; p < 0.05), while downward trends were observed for hospice admission within three days prior to death (13.9% to 11%; p < 0.05). Patients were more likely to receive aggressive EoL care if they were younger, women, had treatment in tertiary hospitals, or had hematologic malignancies. In the subgroup analysis, the overall trend of aggressive EoL care decreased for all five major cancer types.
    CONCLUSIONS: The aggressiveness of EoL care in stage IV cancer patients showed an overall decrease during 2012-2018 in Korea.
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  • 文章类型: Journal Article
    复杂的同类相食(CxC)是口腔鳞状细胞癌(OSCC)中新兴的新实体,是确定其侵袭潜力的主要代谢事件。由于这方面的文献匮乏,本研究的目的是破译CxC在OSCC中的发生。Further,研究了分化簇68(CD68)在肿瘤细胞中的表达,并与CxC相关,以确定OSCC的生物学行为。对不同等级OSCC的苏木精和伊红染色切片进行CxC扫描,并与临床病理参数相关联。使用CD68进行免疫组织化学分析。在OSCC中观察CxC时,年龄(p-0.048)和组织学分级(p-0.004)具有统计学意义。肿瘤细胞中的CD68表达在组织病理学分级中具有统计学意义(p<0.001),而在与CxC相关时(p-0.171)则无统计学意义。随着组织病理学等级的增加,CxC和CD68的类似升高可能有助于将CxC识别为精确的组织病理学参数,以评估OSCC的侵袭性生物学潜力。
    Complex cannibalism (CxC) is an emerging new seeming entity in oral squamous cell carcinoma (OSCC) embody as a prime metabolic event in determining the aggressive potential. Owing to paucity in literature regarding it, the aim of the present study to deciphering the occurrence of CxC in OSCC. Further, the expression of cluster of differentiation 68 (CD68) was studied in tumor cells and correlated with CxC to ascertain the biological behaviour of OSCC. 30 Hematoxylin and Eosin stained sections of various grades of OSCC were scanned for CxC and correlated with clinicopathological parameters. Immunohistochemical analysis using CD68 was performed. While observing CxC in OSCC, statistically significant in age (p-0.048) and histological grades (p-0.004). CD68 expression in tumor cells was statistically significant in histopathological grades (p < 0.001) whereas on correlating with CxC (p - 0.171) was non-significant. The analogous rise in CxC and CD68 with increasing histopathological grades could aid in recognising CxC as a precise histopathological parameter to assess the aggressive biological potential in OSCC.
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  • 文章类型: Journal Article
    背景:循环总胰岛素样生长因子-I(IGF-I)是前列腺癌的既定危险因素。然而,只有一小部分循环的IGF-I是游离的或容易与IGF结合蛋白(其生物可利用形式)解离,很少有研究调查循环游离IGF-I与前列腺癌风险的关系。
    方法:我们分析了来自767例前列腺癌病例和767例配对对照的欧洲癌症和营养队列前瞻性调查的数据。平均14年(四分位距=2.9)随访。匹配变量是研究中心,随访时间,年龄,以及一天中的时间和采血时的禁食持续时间。使用酶联免疫吸附测定(ELISA)测量招募时收集的血清样品中的循环游离IGF-I浓度(平均年龄55岁;标准偏差=7.1)。进行条件逻辑回归以检查游离IGF-I与前列腺癌总体风险的关联,并按诊断时间(≤14和>14年)细分。和肿瘤特征。
    结果:循环游离IGF-I浓度(占四分之一,作为连续变量)与前列腺癌总体风险无关(比值比[OR]=1.00每0.1nmol/L增量,95%CI:0.99,1.02)或按诊断时间计算,或前列腺癌亚型,包括肿瘤分期和组织学分级。
    结论:估计的循环游离IGF-I与前列腺癌风险无关。进一步的研究可以考虑评估生物可利用的IGF-I的其他测定方法,以提供对循环总IGF-I与随后的前列腺癌风险之间充分证实的关联的更多见解。
    BACKGROUND: Circulating total insulin-like growth factor-I (IGF-I) is an established risk factor for prostate cancer. However, only a small proportion of circulating IGF-I is free or readily dissociable from IGF-binding proteins (its bioavailable form), and few studies have investigated the association of circulating free IGF-I with prostate cancer risk.
    METHODS: We analyzed data from 767 prostate cancer cases and 767 matched controls nested within the European Prospective Investigation into Cancer and Nutrition cohort, with an average of 14-years (interquartile range = 2.9) follow-up. Matching variables were study center, length of follow-up, age, and time of day and fasting duration at blood collection. Circulating free IGF-I concentration was measured in serum samples collected at recruitment visit (mean age 55 years old; standard deviation = 7.1) using an enzyme-linked immunosorbent assay (ELISA). Conditional logistic regressions were performed to examine the associations of free IGF-I with risk of prostate cancer overall and subdivided by time to diagnosis (≤ 14 and > 14 years), and tumor characteristics.
    RESULTS: Circulating free IGF-I concentrations (in fourths and as a continuous variable) were not associated with prostate cancer risk overall (odds ratio [OR] = 1.00 per 0.1 nmol/L increment, 95% CI: 0.99, 1.02) or by time to diagnosis, or with prostate cancer subtypes, including tumor stage and histological grade.
    CONCLUSIONS: Estimated circulating free IGF-I was not associated with prostate cancer risk. Further research may consider other assay methods that estimate bioavailable IGF-I to provide more insight into the well-substantiated association between circulating total IGF-I and subsequent prostate cancer risk.
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  • 文章类型: Journal Article
    鳞状细胞癌(SCC)是狗中第二大最常见的皮肤癌,主要归因于紫外线辐射暴露。受影响的区域通常包括具有稀疏毛发和苍白或色素减退的皮肤的区域。自发性犬皮肤SCC作为其人类对应物模型的重要性由其相似性强调。这项研究评估了关键标志物-表皮生长因子受体(EGFR)的表达,环氧合酶-2(Cox-2),和Ki-67-在犬皮肤SCC中。我们的目的是研究它们的表达水平与经典临床病理参数之间的关系,解开这些分子标记之间复杂的关系。在我们对37例病例的回顾性分析中,在43.2%的病例中表现为EGFR过度表达,而Cox-2在97.3%表现出过表达。EGFR,Cox-2过表达,和Ki-67增殖指数,通过免疫组织化学估计,与组织学分级有显著关联,但只有EGFR标记与淋巴管栓塞的存在有关。Ki-67标记指数表达与EGFR和Cox-2相关。这些发现表明EGFR,Cox-2和Ki-67有望成为犬SCC的有价值标志物。EGFR,Cox-2和Ki-67可以作为疾病进展的指标,提供对病变恶性的见解。其含义扩展到EGFR和Cox-2在管理犬SCC中的潜在治疗靶向。由于它们的翻译相关性以及在犬SCC背景下针对性干预措施的发展,因此需要进一步探索这些见解。
    Squamous cell carcinoma (SCC) stands as the second most prevalent skin cancer in dogs, primarily attributed to UV radiation exposure. Affected areas typically include regions with sparse hair and pale or depigmented skin. The significance of spontaneous canine cutaneous SCC as a model for its human counterpart is underscored by its resemblance. This study assesses the expression of key markers-Epidermal Growth Factor Receptor (EGFR), Cyclooxygenase-2 (Cox-2), and Ki-67-in canine cutaneous SCC. Our objective is to investigate the association between their expression levels and classical clinicopathological parameters, unraveling the intricate relationships among these molecular markers. In our retrospective analysis of 37 cases, EGFR overexpression manifested in 43.2% of cases, while Cox-2 exhibited overexpression in 97.3%. The EGFR, Cox-2 overexpression, and Ki-67 proliferation indices, estimated through immunohistochemistry, displayed a significant association with the histological grade, but only EGFR labeling is associated with the presence of lymphovascular emboli. The Ki-67 labeling index expression exhibited an association with EGFR and Cox-2. These findings propose that EGFR, Cox-2, and Ki-67 hold promise as valuable markers in canine SCC. EGFR, Cox-2, and Ki-67 may serve as indicators of disease progression, offering insights into the malignancy of a lesion. The implications extend to the potential therapeutic targeting of EGFR and Cox-2 in managing canine SCC. Further exploration of these insights is warranted due to their translational relevance and the development of targeted interventions in the context of canine SCC.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    横纹肌肉瘤是一种与侵袭性和发展转移倾向相关的儿科癌症。融合阴性横纹肌肉瘤(FN-RMS)是RMS最常见的亚型,转移性疾病会阻碍治疗成功并降低生存率。RMS来源的外泌体先前被证明富含miRNA,包括miR-1246,可能有助于疾病侵袭性。我们旨在破译外泌体miR-1246对受体细胞的功能影响及其在促进侵袭性方面的作用。用FN-RMS衍生的外泌体处理正常成纤维细胞导致miR-1246的显著摄取,同时细胞增殖增加。迁移,和入侵。反过来,miR-1246模拟脂质复合物的递送促进成纤维细胞增殖,迁移,以类似的方式入侵。相反,在FN-RMS细胞中沉默miR-1246时,所得衍生的外泌体对受体细胞表型表现出逆转作用。外泌体miR-1246靶向GSK3β并促进β-连环蛋白核积累,表明Wnt通路的失调,已知在肿瘤进展中很重要。最后,一项试点临床研究强调,第一次,RMS患者血清中存在高外泌体miR-1246水平。总之,我们的结果表明,外泌体miR-1246有可能改变FN-RMS细胞的肿瘤微环境,提示其在促进肿瘤发生中的潜在作用。
    Rhabdomyosarcoma is a pediatric cancer associated with aggressiveness and a tendency to develop metastases. Fusion-negative rhabdomyosarcoma (FN-RMS) is the most commonly occurring subtype of RMS, where metastatic disease can hinder treatment success and decrease survival rates. RMS-derived exosomes were previously demonstrated to be enriched with miRNAs, including miR-1246, possibly contributing to disease aggressiveness. We aimed to decipher the functional impact of exosomal miR-1246 on recipient cells and its role in promoting aggressiveness. Treatment of normal fibroblasts with FN-RMS-derived exosomes resulted in a significant uptake of miR-1246 paired with an increase in cell proliferation, migration, and invasion. In turn, delivery of miR-1246-mimic lipoplexes promoted fibroblast proliferation, migration, and invasion in a similar manner. Conversely, when silencing miR-1246 in FN-RMS cells, the resulting derived exosomes demonstrated reversed effects on recipient cells\' phenotype. Delivery of exosomal miR-1246 targets GSK3β and promotes β-catenin nuclear accumulation, suggesting a deregulation of the Wnt pathway, known to be important in tumor progression. Finally, a pilot clinical study highlighted, for the first time, the presence of high exosomal miR-1246 levels in RMS patients\' sera. Altogether, our results demonstrate that exosomal miR-1246 has the potential to alter the tumor microenvironment of FN-RMS cells, suggesting its potential role in promoting oncogenesis.
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  • 文章类型: Journal Article
    目前尚不清楚诊断前因素是否会影响结直肠癌(CRC)的发育途径,从而增强肿瘤的侵袭性。这项研究使用了来自205,489名无癌美国卫生专业人员的前瞻性数据,调查了31个已知或推定的危险因素与侵袭性CRC风险的关联。肿瘤侵袭性的特征在于三个终点:侵袭性CRC(在诊断后5年内导致死亡的癌症),致命的CRC,和诊断时的肿瘤分期。数据增强方法用于评估危险因素和终点之间的关联差异。我们记录了3201例CRC病例,其中899是侵略性的。接受低内镜检查的保护性关联(侵略性风险比[HR]0.43,95%置信区间(CI)0.37,0.49,非侵略性风险比HR0.61,95%CI0.56,0.67)和定期使用阿司匹林(HR0.70,95%CI0.61,0.81对HR0.84,95%CI0.77,0.92)比非侵略性CRC更强(泛性<0.05)。较低的全谷类或谷类纤维摄入量和较大的饮食炎症潜能与较高的侵袭性但非侵袭性CRC风险相关。其余风险因素显示与侵袭性CRC和非侵袭性CRC的相关性相当。侵袭性病例更可能具有KRAS突变的肿瘤,但不太可能具有远端或MSI高的肿瘤(p<.007)。对于诊断时的致命性CRC和晚期肿瘤阶段观察到类似的结果。这些发现为诊断前危险因素在侵袭性CRC发病机理中的作用提供了初步证据,并建议了预防性干预的研究重点。
    It remains unclear if pre-diagnostic factors influence the developmental pathways of colorectal cancer (CRC) that could enhance tumor aggressiveness. This study used prospective data from 205,489 cancer-free US health professionals to investigate the associations of 31 known or putative risk factors with the risk of aggressive CRC. Tumor aggressiveness was characterized by three endpoints: aggressive CRC (cancer that causes death within 5 years of diagnosis), fatal CRC, and tumor stage at diagnosis. The data augmentation method was used to assess the difference in the associations between risk factors and endpoints. We documented 3201 CRC cases, of which 899 were aggressive. The protective associations of undergoing lower endoscopy (hazard ratios [HR] 0.43, 95% confidence interval (CI) 0.37, 0.49 for aggressive versus HR 0.61, 95% CI 0.56, 0.67 for non-aggressive) and regular use of aspirin (HR 0.70, 95% CI 0.61, 0.81 versus HR 0.84, 95% CI 0.77, 0.92) were stronger for aggressive than non-aggressive CRC (pHeterogeneity <0.05). Lower intake of whole grains or cereal fiber and greater dietary inflammatory potential were associated with a higher risk of aggressive but not non-aggressive CRC. The remaining risk factors showed comparable associations with aggressive CRC and non-aggressive CRC. Aggressive cases were more likely to have KRAS-mutated tumors but less likely to have distal or MSI-high tumors (p < .007). Similar results were observed for fatal CRC and advanced tumor stages at diagnosis. These findings provide initial evidence for the role of pre-diagnostic risk factors in the pathogenesis of aggressive CRC and suggest research priorities for preventive interventions.
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