ArticleCancer immunology, immunotherapy : CII2023
Circadian pattern subtyping unveiling distinct immune landscapes in breast cancer patients for better immunotherapy.
Article in Cancer immunology, immunotherapy : CII, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 5 citations in OpenAlex.
- Circadian rhythms and lung cancer biology and immunotherapy: Emerging opportunities and challenges.Chinese medical journal pulmonary and critical care medicine · 2026Review
- The Interplay Between Circadian Clocks and the Tumour Microenvironment in Breast Cancer.Cancers · 2026Review
- Temporal dynamics in cancer immunotherapy: the interplay between circadian rhythms, tumor microenvironment, and immune checkpoint blockade.Journal of the National Cancer Center · 2026Review
- Circadian rhythm in immunotherapy and cellular therapy: impacts on the tumor microenvironment.Acta biochimica et biophysica Sinica · 2026Review
- Circadian clock and cancer.Military Medical Research · 2026Review
- Deciphering Circadian Rhythm-Related Molecular Subtypes in Breast Cancer and Establishing a Prognostic Prediction Model.BioMed research international · 2025Article
- Comprehensive pan‑cancer analysis of potassium voltage-gated channel Q4 (KCNQ4) gene across multiple human malignant tumors.Scientific reports · 2023Article
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9 authors at 1 institution in 1 country.
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Abstract
backgroundWhile epidemiological studies have established a firm link between circadian disruption and tumorigenesis, the role and mechanism are not fully understood, complicating the design of therapeutic targets related to circadian rhythms (CR). Here, we aimed to explore the intertumoral heterogeneity of CR and elucidate its impact on the tumor microenvironment (TME), drug sensitivity, and immunotherapy.
methodsBased on unsupervised clustering of 28 CR genes, two distinct CR subtypes (cluster-A and cluster-B) were identified in the TCGA cohort. We further constructed a circadian rhythm signature (CRS) based on the CR genes primarily responsible for clustering to quantify CR activity and to distinguish CR subtypes of individual patients from external datasets. CR subtypes were evaluated by TME characteristics, functional annotation, clinical features, and therapeutic response.
resultsThe cluster-B (low-CRS) group was characterized by highly enriched immune-related pathways, high immune cell infiltration, and high anti-tumor immunity, while the cluster-A (high-CRS) group was associated with immunosuppression, synaptic transmission pathways, EMT activation, poor prognosis, and drug resistance. Immunohistochemistry (IHC) results demonstrated that high CD8
conclusionIn a nutshell, the cross talk in CR could reflect the TME immunoreactivity in breast cancer. Besides providing the first comprehensive pathway-level analysis of CR in breast cancer, this work highlights the potential clinical utility of CR for immunotherapy.
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