Abstract
This study aimed to evaluate the prognostic value of PNI and investigate a possible role of Notch1 in the progression of PNI in cervical cancer. This retrospective cohort study evaluated the prognostic implications of PNI in cervical cancer patients. Survival outcomes were assessed using Kaplan–Meier analysis, while prognostic factors were identified through univariate and multivariate cox regression analyses. Clinical characteristics and the prognostic impact of PNI were analyzed using Chi-square and Log-rank tests. ROC curves were established to calculate the prediction performance of clinicopathological features for cervical cancer PNI. Additionally, the spatial distribution of Notch1 in cervical cancer tissues was visualized through immunofluorescence staining. The role of Notch1 in PNI was assessed by examining sciatic nerve invasion in cervical cancer tumor-bearing mice. Bioinformatics analysis of publicly available transcriptomic data combined with experimental validation were used to identify possible correlations between neurotrophin-4 (NT-4) and Notch1 signaling. A retrospective analysis of 755 cervical cancer patients revealed a PNI incidence of 9.4% (71/755). After propensity score matching (PSM), patients with PNI exhibited significantly reduced overall survival (OS) (p < 0.001***) and disease-free survival (DFS) (p = 0.003**) intervals compared to PNI-negative patients. Moreover, multivariate analysis identified PNI as an independent risk factor for both OS (HR = 3.062, 95% CI = 1.185–7.912, p = 0.021*) and DFS (HR = 3.761, 95% CI = 1.958–7.224, p < 0.001***). Lymph node metastasis (AUC = 0.596, p = 0.013*), tumor type (AUC = 0.858, p = 0.000***), vascular invasion (AUC = 0.633, p = 0.001***), and depth of cervical invasion (AUC = 0.898, p = 0.000***) have significant value in PNI prediction. Immunofluorescence staining assays demonstrated Notch1+ cervical cancer cells are preferentially distributed along nerve fibers. Mechanistically, we observed colocalization and strong positive correlation between Notch1 and NT-4 expression. NT4 administration rescued the impaired proliferation of neural stem cells (NSCs) resulting from Notch1 knockdown. PNI is significantly associated with poor clinical outcomes and can guide adjuvant treatment in cervical cancer patients. Additionally, Notch1+ cervical cancer cells might serve as targets for interventions aimed at suppressing PNI development.
Data availability
Data supporting this study are included within the article and/or supporting materials.
References
Siegel, R. L., Miller, K. D., Wagle, N. S. & Jemal, A. Cancer statistics, 2023. CA Cancer J. Clin. 73(1), 17–48 (2023).
Ferrall, L., Lin, K. Y., Roden, R., Hung, C. F. & Wu, T. C. Cervical cancer immunotherapy: Facts and hopes. Clin. Cancer Res. 27(18), 4953–4973 (2021).
Skenderi, F. et al. Skeletal muscle metastases from squamous cell carcinoma of the cervix: Report of two cases with literature review. Int. J. Gynecol. Pathol. 36(1), 95–100 (2017).
Liu, Q. et al. Perineural invasion-associated biomarkers for tumor development. Biomed. Pharmacother 155, 113691 (2022).
Ozan, H., Ozuysal, S. & Ediz, B. Perineural invasion in early-stage cervical carcinoma. Eur. J. Gynaecol. Oncol. 30(4), 379–383 (2009).
Sakuragi, N. Up-to-date management of lymph node metastasis and the role of tailored lymphadenectomy in cervical cancer. Int. J. Clin. Oncol. 12(3), 165–175 (2007).
Memarzadeh, S. et al. Lymphovascular and perineural invasion in the parametria: A prognostic factor for early-stage cervical cancer. Obstet. Gynecol. 102(3), 612–619 (2003).
Zhu, Y. et al. Perineural invasion in cervical cancer: Pay attention to the indications of nerve-sparing radical hysterectomy. Ann. Transl Med. 7(9), 203 (2019).
Chen, G. et al. Dedifferentiated Schwann cells promote perineural invasion mediated by the PACAP paracrine signalling in cervical cancer. J. Cell. Mol. Med. 27(23), 3692–3705 (2023).
Gao, X. et al. Cervical cancer-produced neuromedin-B reprograms Schwann cells to initiate perineural invasion. Cell. Death Dis. 15(8), 636 (2024).
Liebig, C., Ayala, G., Wilks, J. A., Berger, D. H. & Albo, D. Perineural invasion in cancer: A review of the literature. Cancer 115(15), 3379–3391 (2009).
Niu, Y., Forster, S. & Muders, M. The role of perineural invasion in prostate cancer and its prognostic significance. Cancers (Basel) 14(17), 4065 (2022).
Narayan, P. et al. Perineural invasion as a risk factor for locoregional recurrence of invasive breast cancer. Sci. Rep. 11(1), 12781 (2021).
Gregory, E., Dugan, R., David, G. & Song, Y. H. The biology and engineered modeling strategies of cancer-nerve crosstalk. Biochim. Biophys. Acta Rev. Cancer 1874(2), 188406 (2020).
Zhang, L. et al. High-glucose microenvironment promotes perineural invasion of pancreatic cancer via activation of hypoxia inducible factor 1alpha. Oncol. Rep. 47(4), 8275 (2022).
Hutchings, C., Phillips, J. A. & Djamgoz, M. Nerve input to tumours: Pathophysiological consequences of a dynamic relationship. Biochim. Biophys. Acta Rev. Cancer 1874(2), 188411 (2020).
Chen, S. H. et al. Perineural invasion of cancer: A complex crosstalk between cells and molecules in the perineural niche. Am. J. Cancer Res. 9(1), 1–21 (2019).
Park, S. J. et al. Integrin β1 regulates the perineural invasion and radioresistance of oral squamous carcinoma cells by modulating cancer cell stemness. Cell. Signal. 110(0), 110808 (2023).
Zhang, X. et al. N6-Methyladenosine reader YTHDF1 promotes stemness and therapeutic resistance in hepatocellular carcinoma by enhancing NOTCH1 expression. Cancer Res. 5(15), 2953 (2025).
Maliekal, T. T., Bajaj, J., Giri, V., Subramanyam, D. & Krishna, S. The role of Notch signaling in human cervical cancer: Implications for solid tumors. Oncogene 27(38), 5110–5114 (2008).
Wei, H. et al. miR–34c–5p targets Notch1 and suppresses the metastasis and invasion of cervical cancer. Mol. Med. Rep. 23(2), 11759 (2021).
Wang, J. et al. Invasion of white matter tracts by glioma stem cells is regulated by a NOTCH1-SOX2 positive-feedback loop. Nat. Neurosci. 22(1), 91–105 (2019).
Wei, W. W., Wang, H., Zheng, H., Chen, J. & Shi, R. X. Survival impacts of perineural invasion on patients under different radical hysterectomies due to early cervical cancer. Front. Oncol. 12, 889862 (2022).
Chen, G. et al. Perineural invasion in cervical cancer: A hidden trail for metastasis. Diagnostics (Basel) 14(14), 1517 (2024).
Tang, M. et al. Perineural invasion as a prognostic risk factor in patients with early cervical cancer. Oncol. Lett. 17(1), 1101–1107 (2019).
Li, J., Kang, R. & Tang, D. Cellular and molecular mechanisms of perineural invasion of pancreatic ductal adenocarcinoma. Cancer Commun. (Lond.) 41(8), 642–660 (2021).
Wang, H. et al. Perineural invasion in colorectal cancer: Mechanisms of action and clinical relevance. Cell. Oncol. (Dordr.) 47(1), 1–17 (2024).
Chen, X. et al. Perineural invasion in cervical cancer: A multicenter retrospective study. Eur. J. Surg. Oncol. 50(6), 108313 (2024).
Hondermarck, H. Neurotrophins and their receptors in breast cancer. Cytokine Growth Factor. Rev. 23(6), 357–365 (2012).
Chen, Z., Fang, Y. & Jiang, W. Important cells and factors from tumor microenvironment participated in perineural invasion. Cancers (Basel) 15(5), 1360 (2023).
Xu, L. B. et al. Nerve growth factor-beta expression is associated with lymph node metastasis and nerve infiltration in human hilar cholangiocarcinoma. World J. Surg. 34(5), 1039–1045 (2010).
Renz, B. W. et al. beta2 Adrenergic-Neurotrophin feedforward loop promotes pancreatic cancer. Cancer Cell. 33(1), 75–90 (2018).
Previs, R. A., Coleman, R. L., Harris, A. L. & Sood, A. K. Molecular pathways: Translational and therapeutic implications of the Notch signaling pathway in cancer. Clin. Cancer Res. 21(5), 955–961 (2015).
Tyagi, A. et al. Cervical cancer stem cells selectively overexpress HPV oncoprotein E6 that controls stemness and Self-Renewal through upregulation of HES1. Clin. Cancer Res. 22(16), 4170–4184 (2016).
Prabakaran, D. S., Muthusami, S., Sivaraman, T., Yu, J. R. & Park, W. Y. Silencing of FTS increases radiosensitivity by blocking radiation-induced Notch1 activation and spheroid formation in cervical cancer cells. Int. J. Biol. Macromol. 126, 1318–1325 (2019).
Skaper, S. D. Neurotrophic factors: An overview. Methods Mol. Biol. 1727, 1–17 (2018).
Funding
This work was supported by the Key Project of Chongqing Technology Innovation and Application Development Special Project, CSTB2022TIAD-KPX0154 and National Major Scientific Research Instrument Development Project, 32,127,801.
Author information
Authors and Affiliations
Contributions
1. W and X.C. conceived and designed this work. F.L. performed experiments and collected the data; F.L., Z.W wrote the paper; M.T., K.Z., L.W., reviewed and revised the paper.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Ethics approval
This study is approved by The Ethics Committee of the First Affiliated Hospital of Army Medical University (KY2024087).The animal procedures were approved by Institutional Animal Care and Use Committee (IACUC) of Army Medical University (Approval No. AMUWEC20197018). All procedures were conducted in full compliance with the ARRIVE guidelines.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Li, F., Wei, Z., Tao, M. et al. Notch1+ cervical cancer cells may promote perineural invasion by secreting neurotrophin-4. Sci Rep (2026). https://doi.org/10.1038/s41598-025-34812-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-025-34812-8