Prognostic and predictive impact of molecular tumor burden index in non-small cell lung cancer patients

被引:4
|
作者
Yang, Fan [1 ]
Tang, Min [1 ]
Cui, Liang [2 ]
Bai, Jing [2 ]
Yu, Jiangyong [1 ]
Gao, Jiayi [1 ]
Nie, Xin [1 ]
Li, Xu [1 ]
Xia, Xuefeng [2 ]
Yi, Xin [2 ]
Zhang, Ping [1 ,3 ,4 ]
Li, Lin [1 ,3 ,4 ]
机构
[1] Chinese Acad Med Sci, Beijing Hosp, Inst Geriatr Med, Natl Ctr Gerontol,Dept Med Oncol, Beijing, Peoples R China
[2] Geneplus Beijing Inst, Beijing, Peoples R China
[3] Chinese Acad Med Sci, Beijing Hosp, Natl Ctr Gerontol, Dept Med Oncol, 1 Da Hua Rd, Beijing 100730, Peoples R China
[4] Chinese Acad Med Sci, Inst Geriatr Med, 1 Da Hua Rd, Beijing 100730, Peoples R China
关键词
circulating tumor DNA; immunotherapy; molecular tumor burden index; non-small cell lung cancer; prognostic; PLUS GEMCITABINE; PHASE-III; CISPLATIN; IMMUNOTHERAPY; CHEMOTHERAPY; MUTATIONS;
D O I
10.1111/1759-7714.15098
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The biomarkers of immune checkpoint inhibitors in the treatment of non-small cell lung cancer (NSCLC) patients have limited predictive performance. In this study we aimed to investigate the feasibility of molecular tumor burden index (mTBI) in circulating tumor DNA (ctDNA) as a predictor for immunotherapy in patients with NSCLC.Methods: From February 2017 to November 2020, pretreatment and on-treatment (3,-,6 weeks after first cycle of immunotherapy) dynamic plasma ctDNA samples from NSCLC patients receiving immune monotherapy or combination therapy were analyzed by targeted capture sequencing of 1021 genes. PyClone was used to infer the mTBI. The impact of pretreatment mTBI on survival outcomes was verified in the POPLAR/OAK trials.Results: We found that patients without detectable baseline ctDNA had better survival outcomes (median overall survival [OS]: not reached vs. 12.8 months; hazard ratio [HR], 0.15; p = 0.035]). RB1 and SMARCA4 mutations were remarkably associated with worse survival outcomes. Furthermore, lower pretreatment mTBI was associated with superior OS (median: not reached vs. 8.1 months; HR, 0.22; p = 0.024) and PFS (median: 32.9 vs. 5.4 months; HR, 0.35; p = 0.045), but not objective response, which was validated in the POPLAR/OAK cohort, suggesting that baseline mTBI was a prognostic factor for NSCLC immunotherapy. Early dynamic changes of mTBI (?mTBI) significantly distinguished responsive patients, and patients with mTBI decrease to more than 68% at the final tumor evaluation had longer OS (median: 38.2 vs. 4.0 months; HR, 0.18; p = 0.017) and PFS (median: not reached vs. 2.3 months; HR, 0.24; p = 0.030).Conclusion: ?mTBI had a good sensitivity to identify potential beneficial patients based on the best effect CT scans, demonstrating that mTBI dynamics were predictive of benefit from immune checkpoint blockade.
引用
收藏
页码:3097 / 3107
页数:11
相关论文
共 50 条
  • [21] Prognostic impact of cancer cachexia in patients with advanced non-small cell lung cancer
    Kimura, Madoka
    Naito, Tateaki
    Kenmotsu, Hirotsugu
    Taira, Tetsuhiko
    Wakuda, Kazushige
    Oyakawa, Takuya
    Hisamatsu, Yasushi
    Tokito, Takaaki
    Imai, Hisao
    Akamatsu, Hiroaki
    Ono, Akira
    Kaira, Kyoichi
    Murakami, Haruyasu
    Endo, Masahiro
    Mori, Keita
    Takahashi, Toshiaki
    Yamamoto, Nobuyuki
    SUPPORTIVE CARE IN CANCER, 2015, 23 (06) : 1699 - 1708
  • [22] Prognostic molecular markers in non-small cell lung cancer
    Niklinski, J
    Niklinska, W
    Laudanski, J
    Chyczewska, E
    Chyczewski, L
    LUNG CANCER, 2001, 34 : S53 - S58
  • [23] Prognostic and predictive value of HURP in non-small cell lung cancer
    Wang, Qi
    Chen, Yaokun
    Feng, Hui
    Zhang, Biyuan
    Wang, Haiji
    ONCOLOGY REPORTS, 2018, 39 (04) : 1682 - 1692
  • [24] Prognostic Value of the Lung Immune Prognostic Index for Patients Treated for Metastatic Non-Small Cell Lung Cancer
    Kazandjian, Dickran
    Gong, Yutao
    Keegan, Patricia
    Pazdur, Richard
    Blumenthal, Gideon M.
    JAMA ONCOLOGY, 2019, 5 (10) : 1481 - 1485
  • [25] TREATMENT OF ELDERLY NON-SMALL CELL LUNG CANCER (NSCLC) PATIENTS - A PROGNOSTIC INDEX
    Clement, D.
    Marinca, M.
    Miron, L.
    ANNALS OF ONCOLOGY, 2008, 19 : 209 - 209
  • [26] A Laboratory Prognostic Index Model for Patients with Advanced Non-Small Cell Lung Cancer
    Ulas, Arife
    Turkoz, Fatma Paksoy
    Silay, Kamile
    Tokluoglu, Saadet
    Avci, Nilufer
    Oksuzoglu, Berna
    Alkis, Necati
    PLOS ONE, 2014, 9 (12):
  • [27] Impact of tumor mutational burden on overall survival in patients with non-small cell lung cancer treated with immunotherapy
    Awad, Mark
    Mahadevan, Navin
    Polio, Andrew
    Vokes, Natalie
    Aguilar, Elizabeth
    Ricciuti, Biagio
    Lamberti, Giuseppe
    Recondo, Gonzalo
    Leonardi, Giulia
    Adeni, Anika
    Janne, Pasi
    Van Allen, Eliezer
    Albayrak, Adem
    Umeton, Renato
    Sholl, Lynette
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2019, 7
  • [28] Prognostic impact of multiple molecular marker testing in non-small cell lung cancer
    Schneider, PM
    Praeuer, HW
    Boehm, J
    Fink, U
    Manning, J
    Hölscher, A
    Roth, JA
    CANCER GENE THERAPY, 1998, 5 (06) : S33 - S33
  • [29] Prognostic Impact of a Novel Tumor Marker and Inflammation Index for Patients With Non-small-cell Lung Cancer
    Tomita, Masaki
    Maeda, Ryo
    Ayabe, Takanori
    Nakamura, Kunihide
    ANTICANCER RESEARCH, 2020, 40 (07) : 4023 - 4027
  • [30] Comparison of Glasgow prognostic score and prognostic index in patients with advanced non-small cell lung cancer
    Jiang, Ai-Gui
    Chen, Hong-Lin
    Lu, Hui-Yu
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2015, 141 (03) : 563 - 568