• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

浸润性微乳头状乳腺癌预后因素分析及预后模型的构建。

Analysis of Prognostic Factors and Construction of Prognostic Models for Invasive Micropapillary Carcinoma of the Breast.

机构信息

Xi'an International Medical Center Hospital, Xi'an, Shaanxi Province 710100, China.

出版信息

Comput Math Methods Med. 2022 Oct 26;2022:1072218. doi: 10.1155/2022/1072218. eCollection 2022.

DOI:10.1155/2022/1072218
PMID:36339683
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9629958/
Abstract

OBJECTIVE

To compare and analyze the clinical characteristics of invasive micropapillary carcinoma (IMPC) of the breast (IMPC-B) and invasive ductal carcinoma (IDC) of the breast (IDC-B) and establish a prognostic model of IMPC-B.

METHODS

We retrospectively analyzed data for patients diagnosed with breast cancer in the Surveillance, Epidemiology, and End Results (SEER) database between 2010 and 2018 and screened 581 patients with IMPC and 1325 patients with IDC. We compared age, race, laterality, tumor site, histological grade, type of surgery, radiation, chemotherapy, whether the first primary tumor, T stage, N stage, M stage, and molecular type between IMPC-B and IDC-B and draw survival curves of IMPC-B and IDC-B. The relationship between clinical factors and prognosis was investigated by univariate analysis using the Log-rank test and multivariate analysis of the Cox proportional hazards regression model. A risk scoring model was constructed based on independent risk factors to distinguish high-risk and low-risk patients; in addition, a nomogram was created to predict patient survival.

RESULTS

There were differences between the two groups in the age of onset, race, tumor site, histological grade, type of surgery, N stage, and molecular type ( < 0.05). Overall survival was decreased in IMPC-B compared with IDC-B ( < 0.05). The prognosis of IMPC-B was significantly correlated with histological grade, whether the first primary tumor, type of surgery, radiotherapy, chemotherapy, T stage, and N stage. Based on the relationship between the above factors and overall survival prognosis, the risk score model we constructed can effectively distinguish high-risk and low-risk patients ( < 0.05). The established nomogram had better performance in predicting survival in patients with IMPC-B (C - index = 0.78).

CONCLUSION

IMPC-B has a worse prognosis than IDC-B, with earlier age of onset, higher histological grade, and later N stage, and luminal breast cancer is the main type. The nomogram can well predict the prognosis of patients with IMPC-B, which has a high clinical reference value and provides a scientific basis for clinical treatment.

摘要

目的

比较分析乳腺浸润性微乳头状癌(IMPC-B)与乳腺浸润性导管癌(IDC-B)的临床特征,并建立 IMPC-B 的预后模型。

方法

回顾性分析 2010 年至 2018 年 SEER 数据库中诊断为乳腺癌的患者数据,筛选出 581 例 IMPC 患者和 1325 例 IDC 患者。比较 IMPC-B 与 IDC-B 的年龄、种族、侧别、肿瘤部位、组织学分级、手术类型、放疗、化疗、是否为首发肿瘤、T 分期、N 分期、M 分期和分子类型,并绘制 IMPC-B 和 IDC-B 的生存曲线。采用 Log-rank 检验进行单因素分析,Cox 比例风险回归模型进行多因素分析,探讨临床因素与预后的关系。基于独立危险因素构建风险评分模型,区分高风险和低风险患者;此外,创建一个列线图来预测患者的生存情况。

结果

两组患者在发病年龄、种族、肿瘤部位、组织学分级、手术类型、N 分期和分子类型方面存在差异( < 0.05)。与 IDC-B 相比,IMPC-B 的总生存率降低( < 0.05)。IMPC-B 的预后与组织学分级、是否为首发肿瘤、手术类型、放疗、化疗、T 分期和 N 分期显著相关。基于上述因素与总生存预后的关系,我们构建的风险评分模型可以有效区分高风险和低风险患者( < 0.05)。建立的列线图在预测 IMPC-B 患者的生存方面具有更好的性能(C - 指数= 0.78)。

结论

IMPC-B 较 IDC-B 预后更差,发病年龄更早,组织学分级更高,N 分期更晚,以腔面型乳腺癌为主。该列线图能较好地预测 IMPC-B 患者的预后,具有较高的临床参考价值,可为临床治疗提供科学依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/6fd1dda79757/CMMM2022-1072218.006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/373e1ea0d31d/CMMM2022-1072218.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/51dd193a778d/CMMM2022-1072218.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/f21927ae60ce/CMMM2022-1072218.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/7f345473a64d/CMMM2022-1072218.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/c0a3cc0f9317/CMMM2022-1072218.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/6fd1dda79757/CMMM2022-1072218.006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/373e1ea0d31d/CMMM2022-1072218.001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/51dd193a778d/CMMM2022-1072218.002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/f21927ae60ce/CMMM2022-1072218.003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/7f345473a64d/CMMM2022-1072218.004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/c0a3cc0f9317/CMMM2022-1072218.005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d67d/9629958/6fd1dda79757/CMMM2022-1072218.006.jpg

相似文献

1
Analysis of Prognostic Factors and Construction of Prognostic Models for Invasive Micropapillary Carcinoma of the Breast.浸润性微乳头状乳腺癌预后因素分析及预后模型的构建。
Comput Math Methods Med. 2022 Oct 26;2022:1072218. doi: 10.1155/2022/1072218. eCollection 2022.
2
Invasive micropapillary carcinoma of the breast has a better long-term survival than invasive ductal carcinoma of the breast in spite of its aggressive clinical presentations: a comparison based on large population database and case-control analysis.尽管乳腺浸润性微乳头状癌临床表现具有侵袭性,但与乳腺浸润性导管癌相比,其长期生存率更高:基于大型人群数据库和病例对照分析的比较
Cancer Med. 2017 Dec;6(12):2775-2786. doi: 10.1002/cam4.1227. Epub 2017 Oct 26.
3
[The comparison of characters between invasive micropapillary carcinoma and invasive ductal carcinoma not otherwise specified of the breast].[乳腺浸润性微乳头状癌与非特殊类型浸润性导管癌的特征比较]
Zhonghua Wai Ke Za Zhi. 2017 Oct 1;55(10):770-774. doi: 10.3760/cma.j.issn.0529-5815.2017.10.011.
4
[Comparison of prognosis between invasive micropapillary carcinoma and invasive ductal carcinoma of breast: a single center, retrospective case-control study].乳腺浸润性微乳头状癌与浸润性导管癌的预后比较:一项单中心回顾性病例对照研究
Zhonghua Wai Ke Za Zhi. 2018 Jan 1;56(1):56-60. doi: 10.3760/cma.j.issn.0529-5815.2018.01.013.
5
Long-term outcome of invasive pure micropapillary breast cancer compared with invasive mixed micropapillary and invasive ductal breast cancer: a matched retrospective study.浸润性单纯微乳头状乳腺癌与浸润性混合微乳头状和浸润性导管乳腺癌的长期预后比较:一项匹配的回顾性研究。
Breast Cancer Res Treat. 2024 Nov;208(2):333-347. doi: 10.1007/s10549-024-07422-7. Epub 2024 Jul 4.
6
Population-based comparison of prognostic factors in invasive micropapillary and invasive ductal carcinoma of the breast.基于人群的浸润性微乳头状乳腺癌与浸润性导管癌的预后因素比较。
Br J Cancer. 2014 Jul 29;111(3):619-22. doi: 10.1038/bjc.2014.301. Epub 2014 Jun 12.
7
Differences in Prognostic Factors and Failure Patterns Between Invasive Micropapillary Carcinoma and Carcinoma With Micropapillary Component Versus Invasive Ductal Carcinoma of the Breast: Retrospective Multicenter Case-Control Study (KROG 13-06).乳腺浸润性微乳头癌、含微乳头成分的癌与浸润性导管癌之间预后因素及失败模式的差异:回顾性多中心病例对照研究(KROG 13-06)
Clin Breast Cancer. 2015 Oct;15(5):353-61.e1-2. doi: 10.1016/j.clbc.2015.01.008. Epub 2015 Feb 7.
8
Invasive micropapillary carcinoma of the breast had no difference in prognosis compared with invasive ductal carcinoma: a propensity-matched analysis.乳腺浸润性微乳头状癌的预后与浸润性导管癌无差异:一项倾向评分匹配分析。
Sci Rep. 2019 Jan 22;9(1):286. doi: 10.1038/s41598-018-36362-8.
9
Clinicopathological Features and Prognosis of Invasive Micropapillary Carcinoma Compared to Invasive Ductal Carcinoma-NOS: Worse or Better?与非特殊型浸润性导管癌相比,微浸润性微乳头状癌的临床病理特征和预后:更差还是更好?
J Coll Physicians Surg Pak. 2022 Sep;32(9):1196-1201. doi: 10.29271/jcpsp.2022.09.1196.
10
Clinico-pathological features and prognosis of invasive micropapillary carcinoma compared to invasive ductal carcinoma: a population-based study from China.浸润性微乳头状癌与浸润性导管癌的临床病理特征及预后比较:一项基于中国人群的研究
PLoS One. 2014 Jun 30;9(6):e101390. doi: 10.1371/journal.pone.0101390. eCollection 2014.

引用本文的文献

1
Risk factors of sentinel lymph node metastasis in early-stage invasive breast cancer.早期浸润性乳腺癌前哨淋巴结转移的危险因素
Sci Rep. 2025 Jul 1;15(1):21389. doi: 10.1038/s41598-025-06668-5.
2
The cell death-related genes machine learning model for precise therapy and clinical drug selection in hepatocellular carcinoma.肝细胞癌精准治疗和临床药物选择的细胞死亡相关基因机器学习模型。
J Cell Mol Med. 2024 Apr;28(7):e18168. doi: 10.1111/jcmm.18168.
3
Association of molecular subtypes and treatment with survival in invasive micropapillary breast cancer: an analysis of the Surveillance, Epidemiology, and End Results database.

本文引用的文献

1
Data mining in clinical big data: the frequently used databases, steps, and methodological models.临床大数据中的数据挖掘:常用数据库、步骤和方法学模型。
Mil Med Res. 2021 Aug 11;8(1):44. doi: 10.1186/s40779-021-00338-z.
2
Rare Breast Cancer Subtypes.罕见乳腺癌亚型。
Curr Oncol Rep. 2021 Mar 23;23(5):54. doi: 10.1007/s11912-021-01048-4.
3
Comparison of clinicopathological characteristics and prognosis among patients with pure invasive ductal carcinoma, invasive ductal carcinoma coexisted with invasive micropapillary carcinoma, and invasive ductal carcinoma coexisted with ductal carcinoma in situ: A retrospective cohort study.
浸润性微乳头状乳腺癌的分子亚型与生存的相关性:监测、流行病学和最终结果数据库的分析。
Breast Cancer. 2024 Mar;31(2):205-216. doi: 10.1007/s12282-023-01523-9. Epub 2023 Dec 3.
4
Construction and validation of a nomogram for predicting the prognosis of patients with lymph node-positive invasive micropapillary carcinoma of the breast: based on SEER database and external validation cohort.用于预测淋巴结阳性乳腺浸润性微乳头状癌患者预后的列线图的构建与验证:基于监测、流行病学和最终结果(SEER)数据库及外部验证队列
Front Oncol. 2023 Oct 24;13:1231302. doi: 10.3389/fonc.2023.1231302. eCollection 2023.
5
Prognostic models for breast cancer: based on logistics regression and Hybrid Bayesian Network.乳腺癌预后模型:基于逻辑回归和混合贝叶斯网络。
BMC Med Inform Decis Mak. 2023 Jul 13;23(1):120. doi: 10.1186/s12911-023-02224-1.
6
Endometrioid Carcinoma of the Uterine Corpus With a Micropapillary Component: A Novel Prognostic Factor For Metastasis.伴有微乳头成分的子宫内膜样癌:转移的一种新的预后因素。
Cancer Diagn Progn. 2023 Jul 3;3(4):463-467. doi: 10.21873/cdp.10240. eCollection 2023 Jul-Aug.
单纯性浸润性导管癌、浸润性导管癌合并浸润性微乳头状癌以及浸润性导管癌合并导管原位癌患者的临床病理特征及预后比较:一项回顾性队列研究。
Medicine (Baltimore). 2020 Dec 11;99(50):e23487. doi: 10.1097/MD.0000000000023487.
4
Assessment of stromal tumor infiltrating lymphocytes and immunohistochemical features in invasive micropapillary breast carcinoma with long-term outcomes.评估浸润性微乳头状乳腺癌的间质肿瘤浸润淋巴细胞和免疫组织化学特征及其长期预后。
Breast Cancer Res Treat. 2020 Dec;184(3):985-998. doi: 10.1007/s10549-020-05913-x. Epub 2020 Sep 12.
5
MRI and the pathology of breast invasive micropapillary carcinoma.乳腺浸润性微乳头状癌的磁共振成像与病理学
Oncol Lett. 2020 Sep;20(3):2811-2819. doi: 10.3892/ol.2020.11848. Epub 2020 Jul 9.
6
Prognosis of invasive micropapillary carcinoma compared with invasive ductal carcinoma in breast: A meta-analysis of PSM studies.浸润性微乳头状癌与乳腺浸润性导管癌预后的比较:PSM 研究的荟萃分析。
Breast. 2020 Jun;51:11-20. doi: 10.1016/j.breast.2020.01.041. Epub 2020 Jan 29.
7
Brief introduction of medical database and data mining technology in big data era.大数据时代医学数据库与数据挖掘技术简介。
J Evid Based Med. 2020 Feb;13(1):57-69. doi: 10.1111/jebm.12373. Epub 2020 Feb 22.
8
A Competing Nomogram to Predict Survival Outcomes in Invasive Micropapillary Breast Cancer.一种用于预测浸润性微乳头型乳腺癌生存结局的竞争列线图。
J Cancer. 2019 Nov 1;10(27):6801-6812. doi: 10.7150/jca.27955. eCollection 2019.
9
Precise pathologic diagnosis and individualized treatment improve the outcomes of invasive micropapillary carcinoma of the breast: a 12-year prospective clinical study.精准的病理诊断和个体化治疗可改善乳腺浸润性微乳头状癌的预后:一项长达 12 年的前瞻性临床研究。
Mod Pathol. 2018 Jun;31(6):956-964. doi: 10.1038/s41379-018-0024-8. Epub 2018 Feb 5.
10
Invasive Micropapillary Carcinoma of the Breast: An Update.乳腺浸润性微乳头状癌:最新进展
Arch Pathol Lab Med. 2016 Aug;140(8):799-805. doi: 10.5858/arpa.2016-0040-RA.