Skip to main content

Advertisement

Log in

Comparison of the immunotherapy efficacy between invasive mucinous and non-mucinous adenocarcinoma in advanced lung cancer patients with KRAS mutation: a retrospective study

  • Original Paper
  • Published:
Medical Oncology Aims and scope Submit manuscript

Abstract

Invasive mucinous adenocarcinoma (IMA) is a rare variant of adenocarcinoma with unique clinical, radiological, and pathological features, among which KRAS mutation is the most common. However, the differences in the efficacy of immunotherapy between KRAS-positive IMA and invasive non-mucinous adenocarcinoma (INMA) patients remain unclear. Patients with KRAS mutated adenocarcinomas receiving immunotherapy between June 2016 and December 2022 were enrolled. Based on mucin-producing status, the patients were placed into two subgroups: the IMA group and INMA group. Patients with IMA were further classified into two subtypes according to the presence of mucin patterns: pure IMA (≥ 90%) and mixed mucinous/nonmucinous adenocarcinoma (≥ 10% of each histological component). Kaplan–Meier Curves and log-rank tests were used to analyze survival. Cox regression analysis of PFS were used to analyze the independent factors associated with efficacy. Sixty-five advanced adenocarcinoma patients with KRAS mutations received immunotherapy, including 24 patients with IMA and 41 with INMA. The median progression-free survival (PFS) was 7.7 months, whereas the median overall survival (OS) was 24.0 months. Significant difference in PFS could be observed in IMA and INMA (3.5 months vs. 8.9 months; P = 0.047). Patients with pure IMA tended toward prolonger survival in contrast to mixed mucinous/nonmucinous adenocarcinoma in PFS (8.4 months vs. 2.3 months; P = 0.349). The multivariable analysis demonstrated that IMA was an independent risk factor for PFS. In KRAS mutated patients, IMA was associated with poorer PFS after immunotherapy compared with INMA.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data availability

The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. Chang JC, Offin M, Falcon C, Brown D, Houck-Loomis BR, Meng F, Rudneva VA, Won HH, Amir S, Montecalvo J, Desmeules P, Kadota K, Adusumilli PS, Rusch VW, Teed S, Sabari JK, Benayed R, Nafa K, Borsu L, Li BT, Schram AM, Arcila ME, Travis WD, Ladanyi M, Drilon A, Rekhtman N. Comprehensive molecular and clinicopathologic analysis of 200 pulmonary invasive mucinous adenocarcinomas identifies distinct characteristics of molecular subtypes. Clin Cancer Res. 2021;27(14):4066–76. https://doi.org/10.1158/1078-0432.CCR-21-0423.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Gow CH, Hsieh MS, Liu YN, Lee YH, Shih JY. Clinicopathological features and survival outcomes of primary pulmonary invasive mucinous adenocarcinoma. Cancers. 2021;13(16):4103. https://doi.org/10.3390/cancers13164103.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Cai D, Li H, Wang R, Li Y, Pan Y, Hu H, Zhang Y, Gong R, Pan B, Sun Y, Chen H. Comparison of clinical features, molecular alterations, and prognosis in morphological subgroups of lung invasive mucinous adenocarcinoma. Onco Targets Ther. 2014;7:2127–32. https://doi.org/10.2147/OTT.S70984.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Yang SR, Chang JC, Leduc C, Tan KS, Dogan S, Benayed R, Borsu L, Offin M, Drilon A, Travis WD, Arcila ME, Ladanyi M, Rekhtman N. Invasive mucinous adenocarcinomas with spatially separate lung lesions: analysis of clonal relationship by comparative molecular profiling. J Thorac Oncol. 2021;16(7):1188–99. https://doi.org/10.1016/j.jtho.2021.03.023.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Luo J, Wang R, Han B, Zhang J, Zhao H, Fang W, Luo Q, Yang J, Yang Y, Zhu L, Chen T, Cheng X, Huang Q, Wang Y, Zheng J, Chen H. Analysis of the clinicopathologic characteristics and prognostic of stage I invasive mucinous adenocarcinoma. J Cancer Res Clin Oncol. 2016;142(8):1837–45. https://doi.org/10.1007/s00432-016-2201-9.

    Article  PubMed  Google Scholar 

  6. Sun F, Wang P, Zheng Y, Jia W, Liu F, Xiao W, Bao J, Wang S, Lu K. Diagnosis, clinicopathological characteristics and prognosis of pulmonary mucinous adenocarcinoma. Oncol Lett. 2018;15:489–94. https://doi.org/10.3892/ol.2017.7312.

    Article  CAS  PubMed  Google Scholar 

  7. Zhang S, Yu X, Huang Y, Nie P, Deng Y, Mao N, Li S, Zhu B, Wang L, Wang B, Wang X. Pneumonic-type invasive mucinous adenocarcinoma and infectious pneumonia: clinical and CT imaging analysis from multiple centers. BMC Pulm Med. 2022;22(1):460. https://doi.org/10.1186/s12890-022-02268-5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Wang T, Yang Y, Liu X, Deng J, Wu J, Hou L, Wu C, She Y, Sun X, Xie D, Chen C. Primary invasive mucinous adenocarcinoma of the lung: prognostic value of CT imaging features combined with clinical factors. Korean J Radiol. 2021;22(4):652. https://doi.org/10.3348/kjr.2020.0454.

    Article  PubMed  Google Scholar 

  9. Zhang X, Qiao W, Kang Z, Pan C, Chen Y, Li K, Shen W, Zhang L. CT features of stage IA invasive mucinous adenocarcinoma of the lung and establishment of a prediction model. IJGM. 2022;15:5455–63. https://doi.org/10.2147/IJGM.S368344.

    Article  Google Scholar 

  10. Yamakawa H, Takayanagi N, Ishiguro T, Kagiyama N, Shimizu Y, Sugita Y. A favorable response to cisplatin, pemetrexed and bevacizumab in two cases of invasive mucinous adenocarcinoma formerly known as pneumonic-type mucinous bronchioloalveolar carcinoma. Intern Med. 2013;52(24):2781–4. https://doi.org/10.2169/internalmedicine.52.0766.

    Article  PubMed  Google Scholar 

  11. Zhou D, Gulinuer W, Zhu N. Chemotherapy in combination with pembrolizumab and antiangiogenesis in young patients with advanced primary pulmonary mucinous adenocarcinoma: two case reports. Sci Prog. 2021;104(4):003685042110619. https://doi.org/10.1177/00368504211061971.

    Article  CAS  Google Scholar 

  12. Cha YJ, Kim HR, Lee HJ, Cho BC, Shim HS. Clinical course of stage IV invasive mucinous adenocarcinoma of the lung. Lung Cancer. 2016;102:82–8. https://doi.org/10.1016/j.lungcan.2016.11.004.

    Article  PubMed  Google Scholar 

  13. Chen Z, Li M, Ma K, Shang G, Liang J, Yin J, Luo J, Zhan C, Shi Y, Wang Q. Analysis of the clinicopathological characteristics, genetic phenotypes, and prognostic of pure mucinous adenocarcinoma. Cancer Med. 2020;9(2):517–29. https://doi.org/10.1002/cam4.2726.

    Article  CAS  PubMed  Google Scholar 

  14. Moon SW, Choi SY, Moon MH. Effect of invasive mucinous adenocarcinoma on lung cancer-specific survival after surgical resection: a population-based study. J Thorac Dis. 2018;10(6):3595–608. https://doi.org/10.21037/jtd.2018.06.09.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Gu Y, Zhu H, Deng J, Zhang J, Chen T, Lai S. Comparison of treatment strategies for resectable locally advanced primary mucinous adenocarcinoma of the lung. Cancer Med. 2023. https://doi.org/10.1002/cam4.5684.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Casali C, Rossi G, Marchioni A, Sartori G, Maselli F, Longo L, Tallarico E, Morandi U. A single institution-based retrospective study of surgically treated bronchioloalveolar adenocarcinoma of the lung: clinicopathologic analysis, molecular features, and possible pitfalls in routine practice. J Thorac Oncol. 2010;5(6):830–6. https://doi.org/10.1097/jto.0b013e3181d60ff5.

    Article  PubMed  Google Scholar 

  17. Gianoncelli L, Spitaleri G, Passaro A, Fumagalli C, Del Signore E, Stati V, Catania CM, Guerini-Rocco E, Barberis M, Marinis DEF. Efficacy of anti-PD1/PD-L1 therapy (IO) in KRAS mutant non-small cell lung cancer patients: a retrospective analysis. Anticancer Res. 2020;40(1):427–33. https://doi.org/10.21873/anticanres.13970.

    Article  CAS  PubMed  Google Scholar 

  18. Veccia A, Dipasquale M, Kinspergher S, Monteverdi S, Girlando S, Barbareschi M, Caffo O. Impact of KRAS mutations on clinical outcomes of patients with advanced non-squamous non-small cell lung cancer receiving anti-PD-1/PD-L1 therapy. Targ Oncol. 2023;18(1):129–38. https://doi.org/10.1007/s11523-022-00934-6.

    Article  Google Scholar 

  19. Knetki-Wróblewska M, Tabor S, Płużański A, Lewandowska Z, Tysarowski A, Pawlik H, Kowalski DM, Krzakowski M. Efficacy of immunotherapy in second-line treatment of KRAS-mutated patients with non-small-cell lung cancer—data from daily practice. Curr Oncol. 2022;30(1):462–75. https://doi.org/10.3390/curroncol30010037.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Peng L, Guo J, Kong L, Huang Y, Tang N, Zhang J, Wang M, He X, Li Z, Peng Y, Wang Z, Han X. Efficacy of immunotherapy in KRAS-mutant advanced NSCLC: a real-world study in a Chinese population. Front Oncol. 2023;12:1070761. https://doi.org/10.3389/fonc.2022.1070761.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Yoon HJ, Kang J, Lee HY, Lee MA, Hwang NY, Kim HK, Kim J. Recurrence dynamics after curative surgery in patients with invasive mucinous adenocarcinoma of the lung. Insights Imaging. 2022;13(1):64. https://doi.org/10.1186/s13244-022-01208-5.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Boland JM, Maleszewski JJ, Wampfler JA, Voss JS, Kipp BR, Yang P, Yi ES. Pulmonary invasive mucinous adenocarcinoma and mixed invasive mucinous/nonmucinous adenocarcinoma—a clinicopathological and molecular genetic study with survival analysis. Hum Pathol. 2018;71:8–19. https://doi.org/10.1016/j.humpath.2017.08.002.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

The authors would like to appreciate all patients for their cooperation and participation. In addition, we are thankful to all research staff and co-investigators involved in this study.

Funding

The study was supported by the Medical Scientific Research Foundation of Zhejiang Province (No.2022KY653), and sponsored by Zhejiang provincial program for the Cultivation of High-Level Innovative Health Talents (to Zhengbo Song).

Author information

Authors and Affiliations

Authors

Contributions

ZS designed and supervised the research. MX, YH, HZ conducted the follow-up, data collection, and correlative analysis. HZ and ZS provided support in data analysis and use of software. MX, YH provided data analysis. All authors were involved in manuscript preparation and approved the final manuscript.

Corresponding author

Correspondence to Zhengbo Song.

Ethics declarations

Conflict of interest

All authors declare no conflict of interest.

Ethics approval and consent to participate

Approval of the study protocol was obtained from Zhejiang Cancer Hospital Institutional Review Board Committee (approval number: IRB-2022–187). Individual consent for this retrospective analysis was waived.

Consent for publication

Not applicable.

Consent to participate and publish

Individual consent for analysis was waived.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, M., Hao, Y., Zhou, H. et al. Comparison of the immunotherapy efficacy between invasive mucinous and non-mucinous adenocarcinoma in advanced lung cancer patients with KRAS mutation: a retrospective study. Med Oncol 40, 198 (2023). https://doi.org/10.1007/s12032-023-02059-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12032-023-02059-w

Keywords

Navigation