基于生物标志物的非小细胞肺癌中医药精准 治疗
Precision Treatment of Non-Small Cell Lung Cancer with Traditional Chinese Medicine Based on Biomarkers
DOI: 10.12677/acm.2026.162652, PDF,    科研立项经费支持
作者: 陈美佳, 陈江龙:黑龙江中医药大学药学院,黑龙江 哈尔滨;朱 昱:中国医学科学院北京协和医学院药用植物研究所云南分所,北京;云南省南药可持续利用重点实验室,云南 景洪;苏锦华:西双版纳州食品药品检验所,云南 景洪;王金辉:西双版纳傣药研究所有限责任公司,云南 景洪;李 光*:黑龙江中医药大学药学院,黑龙江 哈尔滨;中国医学科学院北京协和医学院药用植物研究所云南分所,北京;云南省南药可持续利用重点实验室,云南 景洪;张 瑾*:中日友好医院胸外科,北京
关键词: 非小细胞肺癌生物标志物中医药精准医学肿瘤微环境临床试验设计Non-Small Cell Lung Cancer Biomarkers Traditional Chinese Medicine Precision Medicine Tumor Microenvironment Clinical Trial Design
摘要: 晚期非小细胞肺癌(NSCLC)的临床治疗目前面临两大核心挑战:一是靶向治疗后的获得性耐药,主要涉及MET基因扩增介导的EGFR-TKI耐药等机制;二是肿瘤微环境(TME)免疫抑制状态导致的原发性免疫耐药。中医药(TCM)在协同西医治疗、逆转耐药及减轻毒副反应方面具有潜在的临床价值,但其现代应用受限于缺乏微观生物学指标的精确指导,导致治疗方案缺乏标准化。本文旨在构建一个基于生物标志物导向的中医药精准干预理论框架。该框架利用驱动基因突变状态、耐药信号通路激活情况、PD-L1表达水平及TME免疫细胞组成等现代生物标志物,作为中医药介入的客观依据,将中医宏观的“辨证论治”与西医微观的“分子分型”有机结合。本文系统综述了中药活性成分针对特定分子病理事件(如小檗碱抑制MET信号通路、灵芝多糖调节免疫微环境)的药理学机制及临床前证据,深入分析了从基础研究向临床转化过程中面临的药代动力学及标准化难题,并提出了基于生物标志物分层的创新临床试验设计策略(如伞式试验),为推动中西医结合肺癌治疗向精准化、循证化发展提供理论依据。
Abstract: Clinical management of advanced non-small cell lung cancer (NSCLC) faces major hurdles: first, acquired drug resistance after targeted therapy, which mainly involves mechanisms such as EGFR-TKI resistance mediated by MET gene amplification; second, primary immune resistance caused by the immunosuppressive state of the tumor microenvironment (TME). Traditional Chinese medicine (TCM) has demonstrated significant potential in synergistic enhancement, resistance reversal, and toxicity reduction. However, its modern application is hindered by a lack of precise guidance from microscopic biological indicators, resulting in non-standardized treatment protocols. This paper aims to construct a biomarker-guided theoretical framework for precision TCM intervention. This framework utilizes driver gene mutation status, activated resistance signaling pathways, PD-L1 expression levels, and TME immune cell composition as objective evidence for TCM involvement, organically integrating the macro-level “syndrome differentiation and treatment” of TCM with the micro-level “molecular subtyping” of Western medicine. This systematic review examines the pharmacological mechanisms and preclinical evidence of active components in Chinese herbal medicines targeting specific molecular pathological events (e.g., berberine inhibiting MET signaling, Ganoderma lucidum polysaccharides modulating the immune microenvironment). It thoroughly analyzes pharmacokinetic and standardization challenges encountered during translation from basic research to clinical practice. Finally, innovative biomarker-stratified clinical trial strategies (such as umbrella trials) are proposed to provide a theoretical basis for promoting standardized and evidence-based integration of Chinese and Western medicine in lung cancer therapy.
文章引用:陈美佳, 朱昱, 苏锦华, 王金辉, 陈江龙, 李光, 张瑾. 基于生物标志物的非小细胞肺癌中医药精准 治疗[J]. 临床医学进展, 2026, 16(2): 2468-2477. https://doi.org/10.12677/acm.2026.162652

参考文献

[1] Bray, F., Laversanne, M., Sung, H., Ferlay, J., Siegel, R.L., Soerjomataram, I., et al. (2024) Global Cancer Statistics 2022: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA: A Cancer Journal for Clinicians, 74, 229-263. [Google Scholar] [CrossRef] [PubMed]
[2] Zhao, Y., He, Y., Wang, W., Cai, Q., Ge, F., Chen, Z., et al. (2024) Efficacy and Safety of Immune Checkpoint Inhibitors for Individuals with Advanced EGFR-Mutated Non-Small-Cell Lung Cancer Who Progressed on EGFR Tyrosine-Kinase Inhibitors: A Systematic Review, Meta-Analysis, and Network Meta-Analysis. The Lancet Oncology, 25, 1347-1356. [Google Scholar] [CrossRef] [PubMed]
[3] Bronte, G., Bravaccini, S., Bronte, E., Burgio, M.A., Rolfo, C., Delmonte, A., et al. (2018) Epithelial-to-Mesenchymal Transition in the Context of Epidermal Growth Factor Receptor Inhibition in Non-Small-Cell Lung Cancer. Biological Reviews, 93, 1735-1746. [Google Scholar] [CrossRef] [PubMed]
[4] Hu, Y., Zhao, X., Bai, Y., Cui, L. and Zhang, F. (2021) Comparing Active Immunotherapy Efficacy of PD-L1 ≥ 50% NSCLC Patients: A Systematic Review and Meta-Analysis. Journal of Clinical Oncology, 39, e21139. [Google Scholar] [CrossRef
[5] Du, Z., Kan, H., Sun, J., Liu, Y., Gu, J., Akemujiang, S., et al. (2025) Molecular Mechanisms of Acquired Resistance to EGFR Tyrosine Kinase Inhibitors in Non-Small Cell Lung Cancer. Drug Resistance Updates, 82, Article ID: 101266. [Google Scholar] [CrossRef] [PubMed]
[6] Tripathi, S.K., Pandey, K., Rengasamy, K.R.R. and Biswal, B.K. (2020) Recent Updates on the Resistance Mechanisms to Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors and Resistance Reversion Strategies in Lung Cancer. Medicinal Research Reviews, 40, 2132-2176. [Google Scholar] [CrossRef] [PubMed]
[7] Khosravi, G., Mostafavi, S., Bastan, S., Ebrahimi, N., Gharibvand, R.S. and Eskandari, N. (2024) Immunologic Tumor Microenvironment Modulators for Turning Cold Tumors Hot. Cancer Communications, 44, 521-553. [Google Scholar] [CrossRef] [PubMed]
[8] Gerard, C.L., Delyon, J., Wicky, A., Homicsko, K., Cuendet, M.A. and Michielin, O. (2021) Turning Tumors from Cold to Inflamed to Improve Immunotherapy Response. Cancer Treatment Reviews, 101, Article ID: 102227. [Google Scholar] [CrossRef] [PubMed]
[9] Shen, S. and Jiang, S. (2019) Chinese Herbal Medicines of Supplementing Qi and Nourishing Yin Combined with Chemotherapy for Non-Small Cell Lung Cancer: A Meta-Analysis and Systematic Review. Journal of Cellular Biochemistry, 120, 8841-8848. [Google Scholar] [CrossRef] [PubMed]
[10] von Itzstein, M.S., Gerber, D.E. and Minna, J.D. (2021) Contemporary Lung Cancer Screening and the Promise of Blood-Based Biomarkers. Cancer Research, 81, 3441-3443. [Google Scholar] [CrossRef] [PubMed]
[11] Jiao, L., Xu, J., Sun, J., Chen, Z., Gong, Y., Bi, L., et al. (2019) Chinese Herbal Medicine Combined with EGFR-TKI in EGFR Mutation-Positive Advanced Pulmonary Adenocarcinoma (CATLA): A Multicenter, Randomized, Double-Blind, Placebo-Controlled Trial. Frontiers in Pharmacology, 10, Article 732. [Google Scholar] [CrossRef] [PubMed]
[12] Seijo, L.M., Peled, N., Ajona, D., Boeri, M., Field, J.K., Sozzi, G., et al. (2019) Biomarkers in Lung Cancer Screening: Achievements, Promises, and Challenges. Journal of Thoracic Oncology, 14, 343-357. [Google Scholar] [CrossRef] [PubMed]
[13] Fox, A.H., Rudzinski, M.A., Nietert, P.J. and Silvestri, G.A. (2024) Pulmonologists’ Attitudes and Role in Precision Medicine Biomarker Testing for Non-Small Cell Lung Cancer. Chest, 166, 1229-1238. [Google Scholar] [CrossRef] [PubMed]
[14] Melosky, B., Kambartel, K., Häntschel, M., Bennetts, M., Nickens, D.J., Brinkmann, J., et al. (2022) Worldwide Prevalence of Epidermal Growth Factor Receptor Mutations in Non-Small Cell Lung Cancer: A Meta-Analysis. Molecular Diagnosis & Therapy, 26, 7-18. [Google Scholar] [CrossRef] [PubMed]
[15] Mitsudomi, T., Tan, D., Yang, J.C., Ahn, M., Batra, U., Cho, B., et al. (2023) Expert Consensus Recommendations on Biomarker Testing in Metastatic and Nonmetastatic NSCLC in Asia. Journal of Thoracic Oncology, 18, 436-446. [Google Scholar] [CrossRef] [PubMed]
[16] Okuma, Y. and Hosomi, Y. (2017) Osimertinib for Advanced Non-Small Cell Lung Cancer Harboring EGFR Mutation Exon 20 T790M, Acquired Resistant Mutation for First-or Second-Generation EGFR-TKI. Journal of Thoracic Disease, 9, 470-473. [Google Scholar] [CrossRef] [PubMed]
[17] Sun, H. and Wu, Y. (2018) Osimertinib in First Line Setting: Preventive or Delayed T790M Occurrence? Translational Lung Cancer Research, 7, S187-S190. [Google Scholar] [CrossRef] [PubMed]
[18] Ou, S.I., Solomon, B.J., Shaw, A.T., Gadgeel, S.M., Besse, B., Soo, R.A., et al. (2022) Continuation of Lorlatinib in Alk-Positive NSCLC Beyond Progressive Disease. Journal of Thoracic Oncology, 17, 568-577. [Google Scholar] [CrossRef] [PubMed]
[19] Gong, J., Chehrazi-Raffle, A., Reddi, S. and Salgia, R. (2018) Development of PD-1 and PD-L1 Inhibitors as a Form of Cancer Immunotherapy: A Comprehensive Review of Registration Trials and Future Considerations. Journal for ImmunoTherapy of Cancer, 6, Article 8. [Google Scholar] [CrossRef] [PubMed]
[20] Hong, L., Dibaj, S., Negrao, M.V., Reuben, A., Roarty, E., Rinsurongkawong, W., et al. (2019) Spatial and Temporal Heterogeneity of PD-L1 and Its Impact on Benefit from Immune Checkpoint Blockade in Non-Small Cell Lung Cancer (NSCLC). Journal of Clinical Oncology, 37, 9017-9017. [Google Scholar] [CrossRef
[21] He, Y., Rivard, C.J., Rozeboom, L., Yu, H., Ellison, K., Kowalewski, A., et al. (2016) Lymphocyte-Activation Gene-3, an Important Immune Checkpoint in Cancer. Cancer Science, 107, 1193-1197. [Google Scholar] [CrossRef] [PubMed]
[22] El-Tanani, M., Rabbani, S.A., Babiker, R., Rangraze, I., Kapre, S., Palakurthi, S.S., et al. (2024) Unraveling the Tumor Microenvironment: Insights into Cancer Metastasis and Therapeutic Strategies. Cancer Letters, 591, Article ID: 216894. [Google Scholar] [CrossRef] [PubMed]
[23] Hao, Z., Li, R., Wang, Y., Li, S., Hong, Z. and Han, Z. (2021) Landscape of Myeloid-Derived Suppressor Cell in Tumor Immunotherapy. Biomarker Research, 9, Article No. 77. [Google Scholar] [CrossRef] [PubMed]
[24] Tanaka, A. and Sakaguchi, S. (2019) Targeting Treg Cells in Cancer Immunotherapy. European Journal of Immunology, 49, 1140-1146. [Google Scholar] [CrossRef] [PubMed]
[25] Perez-Penco, M., Lara de la Torre, L., Lecoq, I., Martinenaite, E. and Andersen, M.H. (2024) TGFβ-Specific T Cells Induced by a TGFβ-Derived Immune Modulatory Vaccine Both Directly and Indirectly Modulate the Phenotype of Tumor-Associated Macrophages and Fibroblasts. Journal for ImmunoTherapy of Cancer, 12, e008405. [Google Scholar] [CrossRef] [PubMed]
[26] Rolfo, C., Mack, P.C., Scagliotti, G.V., Baas, P., Barlesi, F., Bivona, T.G., et al. (2018) Liquid Biopsy for Advanced Non-Small Cell Lung Cancer (NSCLC): A Statement Paper from the IASLC. Journal of Thoracic Oncology, 13, 1248-1268. [Google Scholar] [CrossRef] [PubMed]
[27] Chen, K., He, Y., Wang, W., Yuan, X., Carbone, D.P. and Yang, F. (2024) Development of New Techniques and Clinical Applications of Liquid Biopsy in Lung Cancer Management. Science Bulletin, 69, 1556-1568. [Google Scholar] [CrossRef] [PubMed]
[28] Chen, Q., Zheng, Y., Chen, X., Xing, Y., Zhang, J., Yan, X., et al. (2024) Bacteria Synergized with PD-1 Blockade Enhance Positive Feedback Loop of Cancer Cells-M1 Macrophages-T Cells in Glioma. Advanced Science, 11, Article ID: 2308124. [Google Scholar] [CrossRef] [PubMed]
[29] Guo, Y., Tong, J., Liang, J., Shi, K., Song, X., Guo, Z., et al. (2024) Molecular Insight into Binding Affinities and Blockade Effects of Selected Flavonoid Compounds on the PD-1/PD-L1 Pathway. RSC Advances, 14, 25908-25917. [Google Scholar] [CrossRef] [PubMed]
[30] Ma, J., Yan, S., Zhao, Y., Yan, H., Zhang, Q. and Li, X. (2023) Blockade of PD-1 and LAG-3 Expression on CD8+ T Cells Promotes the Tumoricidal Effects of CD8+ T Cells. Frontiers in Immunology, 14, Article 1265255. [Google Scholar] [CrossRef] [PubMed]
[31] Hofmann, M., Thimme, R. and Schamel, W.W. (2024) PD-1 and LAG-3: Synergistic Fostering of T Cell Exhaustion. Signal Transduction and Targeted Therapy, 9, Article No. 291. [Google Scholar] [CrossRef] [PubMed]
[32] Bi, Z., Zhang, W. and Yan, X. (2022) Anti-Inflammatory and Immunoregulatory Effects of Icariin and Icaritin. Biomedicine & Pharmacotherapy, 151, Article ID: 113180. [Google Scholar] [CrossRef] [PubMed]
[33] Lee, A. (2022) Sotorasib: A Review in KRAS G12C Mutation-Positive Non-Small Cell Lung Cancer. Targeted Oncology, 17, 727-733. [Google Scholar] [CrossRef] [PubMed]
[34] Lin, K.I., Kao, Y.Y., Kuo, H.K., et al. (2006) Reishi Polysaccharides Induce Immunoglobulin Production through the TLR4/TLR2-Mediated Induction of Transcription Factor Blimp-1. Journal of Biological Chemistry, 281, 24111-24123. [Google Scholar] [CrossRef] [PubMed]
[35] Qiu, H., Zhang, L., He, X., Wei, Y., Wang, M., Ma, B., et al. (2022) Promotion of Angiogenesis in Vitro by Astragalus Polysaccharide via Activation of TLR4 Signaling Pathway. Journal of Food Biochemistry, 46, 1745-4514. [Google Scholar] [CrossRef] [PubMed]
[36] Kang, S., Park, S., Lee, A., Huang, J., Chung, H. and Im, D. (2018) Ginsenoside Rg3 Promotes Inflammation Resolution through M2 Macrophage Polarization. Journal of Ginseng Research, 42, 68-74. [Google Scholar] [CrossRef] [PubMed]
[37] Xu, H., Zhao, H., Lu, C., Qiu, Q., Wang, G., Huang, J., et al. (2016) Triptolide Inhibits Osteoclast Differentiation and Bone Resorptionin Vitrovia Enhancing the Production of IL-10 and TGF-β1 by Regulatory T Cells. Mediators of Inflammation, 2016, 1-10. [Google Scholar] [CrossRef] [PubMed]
[38] Guo, S.S. and Wang, Z.G. (2022) Salvianolic Acid B from Salvia Miltiorrhiza Bunge: A Potential Antitumor Agent. Frontiers in Pharmacology, 13, Article 1042745. [Google Scholar] [CrossRef] [PubMed]
[39] Park, H.J., Park, S.H., Choi, Y.H., et al. (2021) The Root Extract of Scutellaria baicalensis Induces Apoptosis in EGFR TKI-Resistant Human Lung Cancer Cells by Inactivation of STAT3. International Journal of Molecular Sciences, 22, Article 5181. [Google Scholar] [CrossRef] [PubMed]
[40] Chen, Z., Vallega, K.A., Chen, H., Zhou, J., Ramalingam, S.S. and Sun, S. (2022) The Natural Product Berberine Synergizes with Osimertinib Preferentially against MET-Amplified Osimertinib-Resistant Lung Cancer via Direct MET Inhibition. Pharmacological Research, 175, Article ID: 105998. [Google Scholar] [CrossRef] [PubMed]
[41] Jing, L., Lin, J., Yang, Y., Tao, L., Li, Y., Liu, Z., et al. (2021) Quercetin Inhibiting the PD-1/PD-l1 Interaction for Immune-Enhancing Cancer Chemopreventive Agent. Phytotherapy Research, 35, 6441-6451. [Google Scholar] [CrossRef] [PubMed]
[42] Li, M., Wang, X., Wang, Y., Bao, S., Chang, Q., Liu, L., et al. (2021) Strategies for Remodeling the Tumor Microenvironment Using Active Ingredients of Ginseng—A Promising Approach for Cancer Therapy. Frontiers in Pharmacology, 12, Article 797634. [Google Scholar] [CrossRef] [PubMed]
[43] Wang, H., Yang, H., Zhang, X. and Zhou, X. (2024) Triptolide Promotes Differentiation of Human Monocytes into Immunosuppressive MDSCs. Cellular Immunology, 401, Article ID: 104836. [Google Scholar] [CrossRef] [PubMed]
[44] Jamwal, R. (2018) Bioavailable Curcumin Formulations: A Review of Pharmacokinetic Studies in Healthy Volunteers. Journal of Integrative Medicine, 16, 367-374. [Google Scholar] [CrossRef] [PubMed]
[45] Nelson, K.M., Dahlin, J.L., Bisson, J., Graham, J., Pauli, G.F. and Walters, M.A. (2017) The Essential Medicinal Chemistry of Curcumin. Journal of Medicinal Chemistry, 60, 1620-1637. [Google Scholar] [CrossRef] [PubMed]
[46] Ozdemir, N., Toptas, S., Sendur, M.A.N., Yazici, O., Öksüzoğlu, B., Silay, K., et al. (2017) Tyrosine Kinase Inhibitors (TKI): Awareness of Drug-Drug Interaction. Annals of Oncology, 28, v399. [Google Scholar] [CrossRef
[47] Noviana, E., Indrayanto, G. and Rohman, A. (2022) Advances in Fingerprint Analysis for Standardization and Quality Control of Herbal Medicines. Frontiers in Pharmacology, 13, Article 853023. [Google Scholar] [CrossRef] [PubMed]
[48] Rathod, R. and Chandak, R.R. (2019) Review on “Standardization an Imp Tool for Herbal Drug Development”. Journal of Drug Delivery and Therapeutics, 9, 253-257. [Google Scholar] [CrossRef
[49] Wang, H., Chen, Y., Wang, L., Liu, Q., Yang, S. and Wang, C. (2023) Advancing Herbal Medicine: Enhancing Product Quality and Safety through Robust Quality Control Practices. Frontiers in Pharmacology, 14, Article 1265178. [Google Scholar] [CrossRef] [PubMed]
[50] Ballotin, V.R., Bigarella, L.G., Brandão, A.B.D.M., Balbinot, R.A., Balbinot, S.S. and Soldera, J. (2021) Herb-Induced Liver Injury: Systematic Review and Meta-Analysis. World Journal of Clinical Cases, 9, 5490-5513. [Google Scholar] [CrossRef] [PubMed]
[51] Xu, X.L., Yang, L.J. and Jiang, J.G. (2016) Renal Toxic Ingredients and Their Toxicology from Traditional Chinese Medicine. Expert Opinion on Drug Metabolism & Toxicology, 12, 149-159. [Google Scholar] [CrossRef] [PubMed]
[52] Qin, B.D., Jiao, X.D., Liu, K., et al. (2019) Basket Trials for Intractable Cancer. Frontiers in Oncology, 9, Article 229. [Google Scholar] [CrossRef] [PubMed]
[53] Harvey, R.D., Isambert, N., Rafii, S., Vansteenkiste, J.F., Dickinson, P.A., Bui, K., et al. (2016) Effect of Multiple-Dose Osimertinib (AZD9291) on the Pharmacokinetics (PK) of Simvastatin and Rosuvastatin. Journal of Clinical Oncology, 34, e14098. [Google Scholar] [CrossRef
[54] Strzebonska, K., Blukacz, M., Wasylewski, M.T., Polak, M., Gyawali, B. and Waligora, M. (2022) Risk and Benefit for Umbrella Trials in Oncology: A Systematic Review and Meta-Analysis. BMC Medicine, 20, Article No. 219. [Google Scholar] [CrossRef] [PubMed]