Cancer organoid-based diagnosis reactivity prediction (CODRP) index-based anticancer drug sensitivity test in ALK-rearrangement positive non-small cell lung cancer (NSCLC)
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Published:2023-11-22
Issue:1
Volume:42
Page:
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ISSN:1756-9966
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Container-title:Journal of Experimental & Clinical Cancer Research
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language:en
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Short-container-title:J Exp Clin Cancer Res
Author:
Lee Sang-Yun,Cho Hyeong Jun,Choi Jimin,Ku Bosung,Moon Seok Whan,Moon Mi Hyoung,Kim Kyung Soo,Hyun Kwanyong,Kim Tae-Jung,Sung Yeoun Eun,Hwang Yongki,Lee Eunyoung,Ahn Dong Hyuck,Choi Joon Young,Lim Jeong Uk,Park Chan Kwon,Kim Sung Won,Kim Seung Joon,Koo In-Seong,Jung Woo Seok,Lee Sang-Hyun,Yeo Chang Dong,Lee Dong Woo
Abstract
Abstract
Background
Recently, cancer organoid-based drug sensitivity tests have been studied to predict patient responses to anticancer drugs. The area under curve (AUC) or IC50 value of the dose-response curve (DRC) is used to differentiate between sensitive and resistant patient‘s groups. This study proposes a multi-parameter analysis method (cancer organoid-based diagnosis reactivity prediction, CODRP) that considers the cancer stage and cancer cell growth rate, which represent the severity of cancer patients, in the sensitivity test.
Methods
On the CODRP platform, patient-derived organoids (PDOs) that recapitulate patients with lung cancer were implemented by applying a mechanical dissociation method capable of high yields and proliferation rates. A disposable nozzle-type cell spotter with efficient high-throughput screening (HTS) has also been developed to dispense a very small number of cells due to limited patient cells. A drug sensitivity test was performed using PDO from the patient tissue and the primary cancer characteristics of PDOs were confirmed by pathological comparision with tissue slides.
Results
The conventional index of drug sensitivity is the AUC of the DRC. In this study, the CODRP index for drug sensitivity test was proposed through multi-parameter analyses considering cancer cell proliferation rate, the cancer diagnosis stage, and AUC values. We tested PDOs from eight patients with lung cancer to verify the CODRP index. According to the anaplastic lymphoma kinase (ALK) rearrangement status, the conventional AUC index for the three ALK-targeted drugs (crizotinib, alectinib, and brigatinib) did not classify into sensitive and resistant groups. The proposed CODRP index-based drug sensitivity test classified ALK-targeted drug responses according to ALK rearrangement status and was verified to be consistent with the clinical drug treatment response.
Conclusions
Therefore, the PDO-based HTS and CODRP index drug sensitivity tests described in this paper may be useful for predicting and analyzing promising anticancer drug efficacy for patients with lung cancer and can be applied to a precision medicine platform.
Funder
the Bio & Medical Technology Development Program of the National Research Foundation (NRF) funded by the Korean government the National Research Foundation of Korea (NRF) grant funded by the Korean government the Ministry of Science and ICT and Commercialization Promotion Agency for R&D Outcomes (COMPA).
Publisher
Springer Science and Business Media LLC
Subject
Cancer Research,Oncology
Reference41 articles.
1. Zhang X, Zhang S, Yang X, Yang J, Zhou Q, Yin L, An S, Lin J, Chen S, Xie Z, et al. Fusion of EML4 and ALK is associated with development of lung adenocarcinomas lacking EGFR and KRAS mutations and is correlated with ALK expression. Mol Cancer. 2010;9:188. 2. Inamura K, Takeuchi K, Togashi Y, Hatano S, Ninomiya H, Motoi N, Mun MY, Sakao Y, Okumura S, Nakagawa K, et al. EML4-ALK Lung Cancers are characterized by rare other mutations, a TTF-1 cell lineage, an acinar histology, and young onset. Mod Pathol. 2009;22:508–15. 3. Wang J, Dong Y, Cai Y, Zhou L, Wu S, Liu G, Su D, Li X, Qin N, Nong J, et al. Clinicopathologic characteristics of ALK rearrangements in primary lung adenocarcinoma with identified EGFR and KRAS status. J Cancer Res Clin Oncol. 2014;140:453–60. 4. Li Y, Li Y, Yang T, Wei S, Wang J, Wang M, Wang Y, Zhou Q, Liu H, Chen J. Clinical significance of EML4-ALK fusion gene and association with EGFR and KRAS gene mutations in 208 Chinese patients with non-small cell Lung cancer. PLoS ONE. 2013;8:e52093. 5. Shaw AT, Yeap BY, Mino-Kenudson M, Digumarthy SR, Costa DB, Heist RS, Solomon B, Stubbs H, Admane S, McDermott U, et al. Clinical features and outcome of patients with non-small-cell Lung cancer who harbor EML4-ALK. J Clin Oncol. 2009;27:4247–53.
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