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Oncology Letters
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Print ISSN: 1792-1074 Online ISSN: 1792-1082
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October-2026 Volume 32 Issue 4

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Article Open Access

LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer

  • Authors:
    • Wenxuan Wu
    • Yifeng Tu
    • Han Yao
    • Yajun Mao
    • Changfei Mao
    • Feifei Xu
    • Zhongcheng Wang
  • View Affiliations / Copyright

    Affiliations: Department of Clinical Medicine, First Clinical Medicine College, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China, Department of Colorectal Surgery, General Surgery, Cancer Center, Zhejiang Provincial People's Hospital, Hangzhou, Zhejiang 310014, P.R. China, Department of Clinical Laboratory, The First People's Hospital of Lin'an District, Hangzhou, Zhejiang 311300, P.R. China, Department of Pharmacy, The First People's Hospital of Lin'an District, Hangzhou, Zhejiang 311300, P.R. China, Department of General Surgery, Jiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and the Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China, School of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China
    Copyright: © Wu et al. This is an open access article distributed under the terms of Creative Commons Attribution License.
  • Article Number: 440
    |
    Published online on: August 3, 2026
       https://doi.org/10.3892/ol.2026.15795
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Abstract

A group of patients with luminal breast cancer progresses to advanced stages because of endocrine therapy failure. While palbociclib improves the disease prognosis in the clinic, resistance after treatment remains a prominent issue. As a core systemic metabolic component, the methionine cycle currently lacks systematic research on luminal breast cancer and palbociclib resistance. The present study enrolled 146 patients with luminal breast cancer and 36 HCs from Jiangsu Cancer Hospital (Nanjing, China). Liquid chromatography‑tandem mass spectrometry was used to detect the methionine cycle‑related metabolites in the plasma. The Mann‑Whitney U test was used to compare intergroup differences and diagnostic efficacy was evaluated using receiver operating characteristic curve analysis. Least absolute shrinkage and selection operator was applied to screen resistance‑related variables, after which a nomogram prediction model was constructed. Plasma levels of methionine, S‑adenosylmethionine (SAM), S‑adenosylhomocysteine (SAH) and homocysteine were lower in patients with luminal breast cancer when compared with HCs, with an AUC of 0.8130 for the combined metabolites in diagnosis. Late‑stage patients had lower methionine, SAM, SAH, as well as the SAM/SAH ratio than early‑stage patients, with combined metabolites achieving an AUC of 0.9228. Additionally, palbociclib‑resistant patients had lower SAM, SAH and homocysteine levels, with combined metabolites showing an AUC of 0.9229 for resistance identification. Finally, five variables were screened and used to construct a nomogram prediction model, with an AUC >0.9000 in the training set and 0.8000 in the internal validation sets. The present results suggest that methionine cycle‑related metabolites are promising potential biomarkers for the diagnosis and progression assessment of luminal breast cancer. Furthermore, the constructed nomogram prediction model provides a new strategy for timely clinical treatment and intervention.

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Copy and paste a formatted citation
Spandidos Publications style
Wu W, Tu Y, Yao H, Mao Y, Mao C, Xu F and Wang Z: LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer. Oncol Lett 32: 440, 2026.
APA
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., & Wang, Z. (2026). LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer. Oncology Letters, 32, 440. https://doi.org/10.3892/ol.2026.15795
MLA
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., Wang, Z."LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer". Oncology Letters 32.4 (2026): 440.
Chicago
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., Wang, Z."LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer". Oncology Letters 32, no. 4 (2026): 440. https://doi.org/10.3892/ol.2026.15795
Copy and paste a formatted citation
x
Spandidos Publications style
Wu W, Tu Y, Yao H, Mao Y, Mao C, Xu F and Wang Z: LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer. Oncol Lett 32: 440, 2026.
APA
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., & Wang, Z. (2026). LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer. Oncology Letters, 32, 440. https://doi.org/10.3892/ol.2026.15795
MLA
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., Wang, Z."LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer". Oncology Letters 32.4 (2026): 440.
Chicago
Wu, W., Tu, Y., Yao, H., Mao, Y., Mao, C., Xu, F., Wang, Z."LC‑MS/MS‑based clinical value exploration of the methionine cycle in luminal breast cancer". Oncology Letters 32, no. 4 (2026): 440. https://doi.org/10.3892/ol.2026.15795
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