Evidence map›Paper›PMID 41527309›Full record

ArticleProtein & cell2026

Multi-omics analysis reveals comprehensive aberrant protein and phosphorylation characteristics in breast cancer and paired metastatic lymph nodes.

Linhui Zhai, Cui-Cui Liu, Lei Zhao, Le-Wei Zheng, Chengyu Chu, Hong Hu, Yu-Wen Cai, Lie Chen, Yi-Ming Liu, Yiou Wang and 7 more

Erratum issuedAbstract read
In one paragraph

Article in Protein & cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Linhui ZhaiDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Cui-Cui LiuDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Lei ZhaoTranslational Research Institute of Brain and Brain-Like Intelligence, Shanghai Fourth People's Hospital, and Cancer Center, School of Medicine, Tongji University, Shanghai 200434, China.
Le-Wei ZhengDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Chengyu ChuDepartment of Thyroid and Breast Surgery, General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China.
Hong HuDivision of Breast Surgery, Department of General Surgery, Shenzhen People's Hospital, The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen 518020, China.
Yu-Wen CaiDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Lie ChenDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Yi-Ming LiuDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Yiou WangDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Wensi ZhaoDepartment of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai 200433, China.
Yuqi HuangDepartment of Thyroid and Breast Surgery, General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China.
Shiyu DuanDepartment of Thyroid and Breast Surgery, General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China.
Zhi-Ming ShaoDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Yiting JinDepartment of Thyroid and Breast Surgery, General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, China.
Minjia TanState Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, China.ORCID 0000-0002-6784-9653
Ke-Da YuDepartment of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.

Funding

Innovative Research Team of High-Level Local Universities in Shanghai SHSMU-ZDCX20212700National Key Research and Development Program of China 2023YFA1800400National Key Research and Development Program of China 2023YFC2506400National Key Research and Development Program of China 2023YFC3404100National Key Research and Development Program of China 2023YFC3404101National Natural Science Foundation of China 22225702National Natural Science Foundation of China 22577093National Natural Science Foundation of China 32171434National Natural Science Foundation of China 82072916National Natural Science Foundation of China 82203860National Natural Science Foundation of China 82325042Program of Shanghai Academic Research Leader 22XD1420900Shanghai Municipal Education Commission Scientific Research Innovation Project 2023-05-50Wu Jieping Medical Foundation Research Project 32067502023-18-29
6 · The paper itself

Abstract

Breast cancer is the most frequently diagnosed cancer, with metastasis accounting for the majority of cancer-related deaths. The mechanisms of early-stage breast cancer metastasis to regional immune sites like lymph nodes remain elusive. Here, we performed an in-depth proteomic and phosphoproteomic analyses of a substantial series of breast cancer samples, alongside genomic and transcriptomic evaluations. This cohort encompasses 195 specimens: 65 primary breast tumors, their corresponding normal tissues, and metastatic axillary lymph nodes. We offer an overview of the molecular alterations at the transcriptomic, proteomic, and phosphoproteomic levels during lymph node metastasis. Notably, the findings indicate that regional lymph node metastasis is primarily influenced by proteomic and phosphoproteomic alterations, rather than genomic or transcriptomic changes. We found that ANGPTL4 and HMGB1 could serve as biomarkers of lymph node metastasis. Data analysis and cell experiments involving silencing of the alternative splicing (AS) factor HNRNPU demonstrated that AS plays a significant role in modulating protein expression, phosphorylation profiles, and cell proliferation. The key phosphorylation sites, including MARCKSL1-S104 and FKBP15-S320, as well as the upstream kinase PRKCB, were identified as playing crucial roles in breast cancer lymph node metastasis. Targeted intervention of the kinase PRKCB resulted in effectively suppressing the proliferation and metastasis of breast cancer tumor cells. Immune profiling analysis and experimental validation of breast cancer cell co-cultured with CD8+ T cell reveals correlations between phosphorylation of MARCKSL1-S104 and FKBP15-S320 with immune checkpoint PD-L1 expression, and their impact on tumor cell apoptosis, suggesting a potential mechanism of immune evasion in metastasis. This study systematically characterizes the molecular landscape and features of primary breast tumors and their matched metastatic lymph nodes. These insights enhance our understanding of early-stage breast cancer metastasis and may pave the way for improved diagnostic tools and targeted therapeutic strategies.

Indexed as

Breast NeoplasmsLymph NodesProteomicsFemaleHumansLymphatic MetastasisMultiomicsPhosphorylationalternative splicingbreast cancerearly-stage metastasisimmune escapeMARCKSL1-S104proteogenomic

Identifiers

PMID41527309
PMCPMC13521278

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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.