Laboratory Medicine ›› 2024, Vol. 39 ›› Issue (7): 627-633.DOI: 10.3969/j.issn.1673-8640.2024.07.002
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WANG Yafei, ZHANG Zhenjun, SONG Changliang, YANG Qiong
Received:
2022-12-07
Revised:
2024-04-01
Online:
2024-07-30
Published:
2024-07-31
CLC Number:
WANG Yafei, ZHANG Zhenjun, SONG Changliang, YANG Qiong. Roles of Notch1 mRNA and Dickkopf-1 in assessing the therapeutic responsiveness of pembrolizumab in non-small cell lung cancer patients[J]. Laboratory Medicine, 2024, 39(7): 627-633.
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基因名称 | 正向引物(5'~3') | 反向引物(5'~3') |
---|---|---|
Notch1 | GGTGAACTGCTCTGAGGAGATC | GGATTGCAGTCGTCCACGTTGA |
GAPDH | TGATGGGTGTGAACCACGAG | CCCTTCCACGATGCCAAAGT |
基因名称 | 正向引物(5'~3') | 反向引物(5'~3') |
---|---|---|
Notch1 | GGTGAACTGCTCTGAGGAGATC | GGATTGCAGTCGTCCACGTTGA |
GAPDH | TGATGGGTGTGAACCACGAG | CCCTTCCACGATGCCAAAGT |
组别 | 例数 | Dickkopf-1/ (pg·mL-1) | Notch1 mRNA |
---|---|---|---|
NSCLC组 | 169 | ||
治疗前 | 57.28±12.36* | 3.91±0.73* | |
治疗3周 | 42.97±9.25*# | 2.48±0.52*# | |
治疗6周 | 33.08±8.92*#△ | 1.71±0.46*#△ | |
对照组 | 168 | 25.87±5.62 | 1.15±0.38 |
组别 | 例数 | Dickkopf-1/ (pg·mL-1) | Notch1 mRNA |
---|---|---|---|
NSCLC组 | 169 | ||
治疗前 | 57.28±12.36* | 3.91±0.73* | |
治疗3周 | 42.97±9.25*# | 2.48±0.52*# | |
治疗6周 | 33.08±8.92*#△ | 1.71±0.46*#△ | |
对照组 | 168 | 25.87±5.62 | 1.15±0.38 |
组别 | 例数 | 性别 | 年龄/岁 | 吸烟史/ [例(%)] | 肿瘤家族史/ [例(%)] | ECOG评分 | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
男/[例(%)] | 女/[例(%)] | 0~1分/ [例(%)] | 2分/ [例(%)] | ||||||||
PD组 | 42 | 27(64.29) | 15(35.71) | 70.73±5.42 | 17(40.48) | 4(9.52) | 22(52.38) | 20(47.62) | |||
DCR组 | 127 | 85(66.93) | 42(33.07) | 68.61±5.07 | 50(39.37) | 38(90.48) | 93(73.23) | 34(26.77) | |||
统计值 | 0.099 | 2.309 | 0.016 | 0 | 6.309 | ||||||
P值 | 0.753 | 0.022 | 0.899 | 0.989 | 0.012 | ||||||
组别 | 临床分期 | 肿瘤直径 | 病理类型 | ||||||||
Ⅲb期/ [例(%)] | Ⅳ期/ [例(%)] | <5 cm/ [例(%)] | ≥5 cm/ [例(%)] | 腺癌/ [例(%)] | 鳞癌/ [例(%)] | 其他/ [例(%)] | |||||
PD组 | 23(54.76) | 19(45.24) | 19(45.24) | 23(54.76) | 29(69.05) | 10(23.81) | 3(7.14) | ||||
DCR组 | 47(37.01) | 80(62.99) | 57(44.88) | 70(55.12) | 86(67.72) | 31(24.41) | 10(7.87) | ||||
统计值 | 4.1 | 0.002 | 0.035 | ||||||||
P值 | 0.043 | 0.968 | 0.983 | ||||||||
组别 | 淋巴转移/ [例(%)] | 远隔转移/ [例(%)] | PD-L1 | 分化程度/[例(%)] | |||||||
50%~89%/[例(%)] | ≥90%/[例(%)] | 低分化 | 中分化 | 高分化 | |||||||
PD组 | 21(50.00) | 18(42.86) | 32(76.19) | 10(23.81) | 8(19.05) | 28(66.67) | 6(14.29) | ||||
DCR组 | 87(68.50) | 29(22.83) | 72(56.69) | 55(43.31) | 14(11.02) | 72(56.69) | 41(32.28) | ||||
统计值 | 4.685 | 6.303 | 5.069 | 2.087 | |||||||
P值 | 0.03 | 0.012 | 0.024 | 0.037 | |||||||
组别 | Dickkopf-1/(pg·mL-1) | Notch1 mRNA | |||||||||
治疗前 | 治疗3周 | 治疗6周 | 治疗前 | 治疗3周 | 治疗6周 | ||||||
PD组 | 68.05±14.27 | 48.62±9.81 | 38.94±9.03 | 4.45±0.76 | 2.89±0.55 | 2.11±0.43 | |||||
DCR组 | 53.72±13.08 | 41.10±9.19 | 31.14±8.78 | 3.73±0.69 | 2.34±0.53 | 1.58±0.46 | |||||
统计值 | 6.016 | 4.52 | 4.956 | 5.715 | 5.776 | 6.576 | |||||
P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
组别 | 例数 | 性别 | 年龄/岁 | 吸烟史/ [例(%)] | 肿瘤家族史/ [例(%)] | ECOG评分 | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
男/[例(%)] | 女/[例(%)] | 0~1分/ [例(%)] | 2分/ [例(%)] | ||||||||
PD组 | 42 | 27(64.29) | 15(35.71) | 70.73±5.42 | 17(40.48) | 4(9.52) | 22(52.38) | 20(47.62) | |||
DCR组 | 127 | 85(66.93) | 42(33.07) | 68.61±5.07 | 50(39.37) | 38(90.48) | 93(73.23) | 34(26.77) | |||
统计值 | 0.099 | 2.309 | 0.016 | 0 | 6.309 | ||||||
P值 | 0.753 | 0.022 | 0.899 | 0.989 | 0.012 | ||||||
组别 | 临床分期 | 肿瘤直径 | 病理类型 | ||||||||
Ⅲb期/ [例(%)] | Ⅳ期/ [例(%)] | <5 cm/ [例(%)] | ≥5 cm/ [例(%)] | 腺癌/ [例(%)] | 鳞癌/ [例(%)] | 其他/ [例(%)] | |||||
PD组 | 23(54.76) | 19(45.24) | 19(45.24) | 23(54.76) | 29(69.05) | 10(23.81) | 3(7.14) | ||||
DCR组 | 47(37.01) | 80(62.99) | 57(44.88) | 70(55.12) | 86(67.72) | 31(24.41) | 10(7.87) | ||||
统计值 | 4.1 | 0.002 | 0.035 | ||||||||
P值 | 0.043 | 0.968 | 0.983 | ||||||||
组别 | 淋巴转移/ [例(%)] | 远隔转移/ [例(%)] | PD-L1 | 分化程度/[例(%)] | |||||||
50%~89%/[例(%)] | ≥90%/[例(%)] | 低分化 | 中分化 | 高分化 | |||||||
PD组 | 21(50.00) | 18(42.86) | 32(76.19) | 10(23.81) | 8(19.05) | 28(66.67) | 6(14.29) | ||||
DCR组 | 87(68.50) | 29(22.83) | 72(56.69) | 55(43.31) | 14(11.02) | 72(56.69) | 41(32.28) | ||||
统计值 | 4.685 | 6.303 | 5.069 | 2.087 | |||||||
P值 | 0.03 | 0.012 | 0.024 | 0.037 | |||||||
组别 | Dickkopf-1/(pg·mL-1) | Notch1 mRNA | |||||||||
治疗前 | 治疗3周 | 治疗6周 | 治疗前 | 治疗3周 | 治疗6周 | ||||||
PD组 | 68.05±14.27 | 48.62±9.81 | 38.94±9.03 | 4.45±0.76 | 2.89±0.55 | 2.11±0.43 | |||||
DCR组 | 53.72±13.08 | 41.10±9.19 | 31.14±8.78 | 3.73±0.69 | 2.34±0.53 | 1.58±0.46 | |||||
统计值 | 6.016 | 4.52 | 4.956 | 5.715 | 5.776 | 6.576 | |||||
P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
指标 | AUC(95%CI①) | 最佳临界值 | 敏感性/% | 特异性/% | Youden指数 |
---|---|---|---|---|---|
Dickkopf-1 | 0.796(0.727~0.854) | 58.59 pg/mL | 78.57 | 69.29 | 0.479 |
Notch1 mRNA | 0.791(0.722~0.850) | 4.41 | 61.90 | 87.40 | 0.493 |
联合检测 | 0.861(0.800~0.910) | 88.10 | 78.74 | 0.668 |
指标 | AUC(95%CI①) | 最佳临界值 | 敏感性/% | 特异性/% | Youden指数 |
---|---|---|---|---|---|
Dickkopf-1 | 0.796(0.727~0.854) | 58.59 pg/mL | 78.57 | 69.29 | 0.479 |
Notch1 mRNA | 0.791(0.722~0.850) | 4.41 | 61.90 | 87.40 | 0.493 |
联合检测 | 0.861(0.800~0.910) | 88.10 | 78.74 | 0.668 |
因素 | β值 | 标准误 | Wald值 | P值 | OR值(95%CI) |
---|---|---|---|---|---|
模型1① | |||||
Dickkopf-1(低水平与高水平) | 0.648 | 0.305 | 4.509 | 0.041 | 1.911(1.021~3.577) |
Notch1 mRNA(低水平与高水平) | 0.673 | 0.314 | 4.595 | 0.039 | 1.960(1.008~3.812) |
模型2② | |||||
Dickkopf-1(低水平与高水平) | 1.036 | 0.329 | 9.910 | 0.004 | 2.817(2.003~3.962) |
Notch1 mRNA(低水平与高水平) | 1.067 | 0.331 | 10.387 | <0.001 | 2.906(2.109~4.004) |
模型3③ | |||||
Dickkopf-1(低水平与高水平) | 1.202 | 0.363 | 10.960 | <0.001 | 3.326(2.211~5.003) |
Notch1 mRNA(低水平与高水平) | 1.258 | 0.342 | 13.520 | <0.001 | 3.517(2.159~5.728) |
因素 | β值 | 标准误 | Wald值 | P值 | OR值(95%CI) |
---|---|---|---|---|---|
模型1① | |||||
Dickkopf-1(低水平与高水平) | 0.648 | 0.305 | 4.509 | 0.041 | 1.911(1.021~3.577) |
Notch1 mRNA(低水平与高水平) | 0.673 | 0.314 | 4.595 | 0.039 | 1.960(1.008~3.812) |
模型2② | |||||
Dickkopf-1(低水平与高水平) | 1.036 | 0.329 | 9.910 | 0.004 | 2.817(2.003~3.962) |
Notch1 mRNA(低水平与高水平) | 1.067 | 0.331 | 10.387 | <0.001 | 2.906(2.109~4.004) |
模型3③ | |||||
Dickkopf-1(低水平与高水平) | 1.202 | 0.363 | 10.960 | <0.001 | 3.326(2.211~5.003) |
Notch1 mRNA(低水平与高水平) | 1.258 | 0.342 | 13.520 | <0.001 | 3.517(2.159~5.728) |
[1] |
宋世伟, 李景武, 林韬, 等. GPNMB与非小细胞肺癌患者肿瘤免疫浸润和预后的相关性[J]. 检验医学, 2023, 38(4):347-351.
DOI |
[2] | CORTELLINI A, CANNITA K, TISEO M, et al. Post-progression outcomes of NSCLC patients with PD-L1 expression ≥50% receiving first-line single-agent pembrolizumab in a large multicentre real-world study[J]. Eur J Cancer, 2021, 148:24-35. |
[3] | RECK M, RODRÍGUEZ-ABREU D, ROBINSON A G, et al. Updated analysis of KEYNOTE-024:pembrolizumab versus platinum-based chemotherapy for advanced non-small-cell lung cancer with PD-L1 tumor proportion score of 50% or greater[J]. J Clin Oncol, 2019, 37(7):537-546. |
[4] | ZHOU Y, LIN Z, ZHANG X, et al. First-line treatment for patients with advanced non-small cell lung carcinoma and high PD-L1 expression:pembrolizumab or pembrolizumab plus chemotherapy[J]. J Immunother Cancer, 2019, 7(1):120. |
[5] | MOK T S K, WU Y L, KUDABA I, et al. Pembrolizumab versus chemotherapy for previously untreated,PD-L1-expressing,locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042):a randomised,open-label,controlled,phase 3 trial[J]. Lancet, 2019, 393(10183):1819-1830. |
[6] | HERBST R S, GARON E B, KIM D W, et al. Five year survival update from KEYNOTE-010:pembrolizumab versus docetaxel for previously treated,programmed death-ligand 1-positive advanced NSCLC[J]. J Thorac Oncol, 2021, 16(10):1718-1732. |
[7] | 何梓健, 万宁, 梁蔚婷, 等. 真实世界中帕博利珠单抗治疗晚期非小细胞肺癌的有效性与安全性Meta分析[J]. 暨南大学学报(自然科学与医学版), 2022, 43(4):393-405. |
[8] | TEIXIDÓ C, VILARIÑO N, REYES R, et al. PD-L1 expression testing in non-small cell lung cancer[J]. Ther Adv Med Oncol, 2018, 10(1):1-17. |
[9] | GRIGG C, RIZVI N A. PD-L1 biomarker testing for non-small cell lung cancer:truth or fiction?[J]. J Immunother Cancer, 2016, 4:48. |
[10] | 桂国华, 畅龙, 胡炎兴, 等. 血清CEA、Dickkopf-1检测联合低剂量螺旋CT扫描在肺癌早期诊断中的价值分析[J]. 中国CT和MRI杂志, 2022, 20(1):67-70. |
[11] | ZHANG Q, ZHANG J, ZHANG J, et al. The biological-behavioral effect of neuritin on non-small cell lung cancer vascular endothelial cells via VEGFR and notch1[J]. Onco Targets Ther, 2019, 12:9747-9755. |
[12] | 李进, 程颖, 郭军, 等. 中国临床肿瘤学会(CSCO):非小细胞肺癌诊疗指南2020[M]. 北京: 人民卫生出版社, 2020. |
[13] | BRAHMER J R, GOVINDAN R, ANDERS R A, et al. The society for immunotherapy of cancer consensus statement on immunotherapy for the treatment of non-small cell lung cancer(NSCLC)[J]. J Immunother Cancer, 2018, 6(1):75. |
[14] | 中华医学会呼吸病学分会肺癌学组, 中国肺癌防治联盟专家组. 肺结节诊治中国专家共识(2018年版)[J]. 中华结核和呼吸杂志, 2018, 41(10):763-771. |
[15] | EISENHAUER E A, THERASSE P, BOGAERTS J, et al. 11 New response evaluation criteria in solid tumors:revised RECIST guideline (version 1.1)[J]. Eur J Cancer, 2009, 45(2):228-247. |
[16] | ZHANG K, HONG X, SONG Z, et al. Identification of deleterious NOTCH mutation as novel predictor to efficacious immunotherapy in NSCLC[J]. Clin Cancer Res, 2020, 26(14):3649-3661. |
[17] | JASCHKE N, KLEYMANN A, HOFBAUER L C, et al. Dorsomorphin:a novel inhibitor of Dickkopf-1 in breast cancer[J]. Biochem Biophys Res Commun, 2020, 524(2):360-365. |
[18] | CHU H Y, CHEN Z, WANG L, et al. Dickkopf-1:a promising target for cancer immunotherapy[J]. Front Immunol, 2021, 12:658097. |
[19] | HUANG J, LU T, KUANG W. Prognostic role of dickkopf-1 in patients with cancer[J]. Medicine(Baltimore), 2020, 99(21):e20388. |
[20] |
KIM S R, WON H S, YANG J H, et al. Prognostic value of Dickkopf-1 and ß-catenin expression according to the antitumor immunity of CD8-positive tumor-infiltrating lymphocytes in biliary tract cancer[J]. Sci Rep, 2022, 12(1):1931.
DOI PMID |
[21] | 聂凤英, 焦晓宁, 王伟. 血清Diickkopf-1、血管内皮生长因子水平对非小细胞肺癌的诊断效能及与患者临床特征的关系[J]. 癌症进展, 2022, 20(16):1711-1714. |
[22] | EL-SAHLI S, XIE Y, WANG L, et al. Wnt signaling in cancer metabolism and immunity[J]. Cancers(Basel), 2019, 11(7):904. |
[23] |
CHOI S H, KIM H, LEE H G, et al. Dickkopf-1 induces angiogenesis via VEGF receptor 2 regulation independent of the Wnt signaling pathway[J]. Oncotarget, 2017, 8(35):58974-58984.
DOI PMID |
[24] | 郑志勇, 何晓乐. 晚期肝细胞癌采用帕博利珠单抗联合FOLFOX4化疗效果分析及对VEGF、TGF-β1、bFGF的影响[J]. 世界华人消化杂志, 2022, 30(11):504-510. |
[25] | HU J, YU J, GAN J, et al. Notch1/2/3/4 are prognostic biomarker and correlated with immune infiltrates in gastric cancer[J]. Aging(Albany NY), 2020, 12(3):2595-2609. |
[26] | 刘恒铫, 牟艳玲, 王燕, 等. 靶向沉默Notch1基因对人非小细胞肺癌干细胞增殖和凋亡的影响[J]. 国际肿瘤学杂志, 2019, 46(2):65-71. |
[27] | GAO Y P, LI Y, LI H J, et al. LncRNA NBR2 inhibits EMT progression by regulating Notch1 pathway in NSCLC[J]. Eur Rev Med Pharmacol Sci, 2019, 23(18):7950-7958. |
[28] | 张媛媛, 张秀敏, 刘玉芳, 等. 非小细胞肺癌癌组织中PTEN和Notch1表达情况与淋巴结转移和预后的相关性[J]. 临床和实验医学杂志, 2022, 21(10):1053-1056. |
[29] | LIU J, LIU S, DENG X, et al. MicroRNA-582-5p suppresses non-small cell lung cancer cells growth and invasion via downregulating NOTCH1[J]. PLoS One, 2019, 14(6):e0217652. |
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