Peripheral natural killer cells and myeloid-derived suppressor cells correlate with anti-PD-1 responses in non-small cell lung cancer

Je In Youn, Su Myeong Park, Seyeon Park, Gamin Kim, Hee Jae Lee, Jimin Son, Min Hee Hong, Aziz Ghaderpour, Bumseo Baik, Jahirul Islam, Ji Woong Choi, Eun Young Lee, Hang Rae Kim, Sang Uk Seo, Soonmyung Paik, Hong In Yoon, Inkyung Jung, Chun Feng Xin, Hyun Tak Jin, Byoung Chul ChoSeung Yong Seong, Sang Jun Ha, Hye Ryun Kim

Research output: Contribution to journalArticlepeer-review

31 Citations (Scopus)


Inhibition of immune checkpoint proteins like programmed death 1 (PD-1) is a promising therapeutic approach for several cancers, including non-small cell lung cancer (NSCLC). Although PD-1 ligand (PD-L1) expression is used to predict anti-PD-1 therapy responses in NSCLC, its accuracy is relatively less. Therefore, we sought to identify a more accurate predictive blood biomarker for evaluating anti-PD-1 response. We evaluated the frequencies of T cells, B cells, natural killer (NK) cells, polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs), mononuclear myeloid-derived suppressor cells (M-MDSCs), and Lox-1+ PMN-MDSCs in peripheral blood samples of 62 NSCLC patients before and after nivolumab treatment. Correlation of immune-cell population frequencies with treatment response, progression-free survival, and overall survival was also determined. After the first treatment, the median NK cell percentage was significantly higher in responders than in non-responders, while the median Lox-1+ PMN-MDSC percentage showed the opposite trend. NK cell frequencies significantly increased in responders but not in non-responders. NK cell frequency inversely correlated with that of Lox-1+ PMN-MDSCs after the first treatment cycle. The NK cell-to-Lox-1+ PMN-MDSC ratio (NMR) was significantly higher in responders than in non-responders. Patients with NMRs ≥ 5.75 after the first cycle had significantly higher objective response rates and longer progression-free and overall survival than those with NMRs <5.75. NMR shows promise as an early predictor of response to further anti-PD-1 therapy.

Original languageEnglish
Article number9050
JournalScientific reports
Issue number1
Publication statusPublished - 2020 Dec 1

Bibliographical note

Funding Information:
This work was supported by the Basic Science Research Program through the National Research Foundation (NRF) of the Republic of Korea (2015R1C1A1A01054596, 2018R1D1A1A02085326, 2017R1A5A1014560, 2018M3A9H3024850, 2017M3A9E9072669, 2019M3A9B6065231 2017M3A9E8029717, 2017R1A5A1014560, 2018R1A2A1A05076997, and 2019M3A9B6065221). This work was also supported in part by Brain Korea 21 (BK21) PLUS program. S.P. and J.S. are fellowship awardee by BK21 PLUS program.

Publisher Copyright:
© 2020, The Author(s).

All Science Journal Classification (ASJC) codes

  • General


Dive into the research topics of 'Peripheral natural killer cells and myeloid-derived suppressor cells correlate with anti-PD-1 responses in non-small cell lung cancer'. Together they form a unique fingerprint.

Cite this