Evidence map›Paper›PMID 41429567›Full record

ArticleThe oncologist2026

Chemotherapy improves survival for patients with lymph node-negative invasive papillary breast cancer with tumors ≥2 cm: a SEER population-based study.

Yizi Zheng, Zhuozhao Zhan, Tingting Wu, Jiaqi Ying, Aina Zheng

Abstract read
In one paragraph

Article in The oncologist, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Yizi ZhengDepartment of Breast Surgery, Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China.ORCID 0000-0002-3847-8494
Zhuozhao ZhanDepartment of Mathematics and Computer Science, Eindhoven University of Technology, Eindhoven, AZ 5612, The Netherlands.ORCID 0000-0001-8364-0983
Tingting WuDepartment of Breast Surgery, Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China.
Jiaqi YingDepartment of Breast Surgery, Zhejiang Key Laboratory of Intelligent Cancer Biomarker Discovery and Translation, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China.
Aina ZhengThe Operating Theater, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, China.

Funding

National Natural Science Foundation of China 82273397Zhejiang Provincial Natural Science Foundation of China LMS26H160018
6 · The paper itself

Abstract

backgroundInvasive papillary breast cancer (IPC) is a rare cancer known to have a better prognosis than other breast cancers. This study aimed to explore whether patients with early-stage IPC can benefit from chemotherapy. MATERIALS AND

methodsIPC cases diagnosed between 2003 and 2021 were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database. The Kaplan-Meier method and the Cox proportional hazard model were performed to identify significant prognostic factors. To eliminate selection bias and baseline characteristics, propensity score matching (PSM) was used. The primary endpoints were overall survival (OS) and breast cancer-specific survival (BCSS).

resultsA total of 1892 patients were enrolled, and 273 pairs were screened after PSM. Multivariable analysis showed that age under 50, married status, smaller tumor size, negative lymph node (LN) status, and receipt of surgery, chemotherapy or radiotherapy were independently associated with better OS. After PSM, patients receiving chemotherapy had significantly improved OS (P = .012), while BCSS showed no significant difference (P = .099). After stratified by tumor size and LN status, chemotherapy could significantly improve the OS of patients with LN-negative IPC with tumors ≥ 2.0 cm (P < .001). Among the patients with grade III or undifferentiated diseases, the OS of the chemotherapy group was significantly better than that of the non-chemotherapy group (P < .001).

conclusionsFor patients with LN-negative IPC with tumor ≥ 2.0 cm and patients with grade III or undifferentiated disease, chemotherapy significantly improved OS. Future randomized controlled trials are expected to validate the results.

Indexed as

Breast NeoplasmsCarcinoma, PapillaryAdultAgedFemaleHumansLymphatic MetastasisLymph NodesMiddle AgedPrognosisSEER Programbreast cancerchemotherapyinvasive papillary carcinomaprognosis

Identifiers

PMID41429567
PMCPMC12832947

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.