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Identifying CDC7 as a synergistic target of chemotherapy in resistant small-cell lung cancer via CRISPR/Cas9 screening. Cell Death Dis 2023; 9:40. [PMID: 36725843 PMCID: PMC9892530 DOI: 10.1038/s41420-023-01315-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 01/05/2023] [Accepted: 01/09/2023] [Indexed: 02/03/2023]
Abstract
There is currently a lack of efficacious treatments for patients with chemo-resistant small-cell lung cancer (SCLC), leading to poor prognoses. We examined a chemo-resistant SCLC cell line using genome-wide CRISPR/Cas9 screening and identified serine/threonine kinase cell division cycle 7 (CDC7) as a potential synergistic target. Silencing CDC7 in chemo-resistant SCLC cells decreased the IC50 and improved the efficacy of chemotherapy. Based on the highest single agent model, the CDC7 inhibitor XL413 had a synergistic effect with both cisplatin and etoposide in chemo-resistant SCLC cells, but had no such effect in chemo-sensitive SCLC cells; the combination of XL413 and chemotherapy significantly inhibited cell growth. Western blot and flow cytometry showed that the combined treatments increased apoptosis, whereas XL413 alone had little effect on apoptosis. An analysis of cell cycle and cyclin protein levels indicated that the combination of XL413 and chemotherapy-induced G1/S phase arrest and DNA damage in chemo-resistant SCLC cells. Xenografted tumor and histoculture drug response assays using patient-derived xenografts showed that XL413 improved the efficacy of chemotherapy in vivo and with SCLC tissues. These results suggest that XL413 exerts a synergistic effect with chemotherapy on chemo-resistant SCLC.
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Sakon K, Sasaki M, Tanaka K, Mizunaga T, Yano K, Kawamura Y, Okada A, Ikeda T, Tanabe S, Takamori A, Yamada N, Morioka K, Koshiji T. Intratumoral gene expression of dihydrofolate reductase and folylpoly-c-glutamate synthetase affects the sensitivity to 5-fluorouracil in non-small cell lung cancer. Discov Oncol 2021; 12:19. [PMID: 35201464 PMCID: PMC8777502 DOI: 10.1007/s12672-021-00413-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 06/16/2021] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Various factors related to the sensitivity of non-small cell lung carcinoma (NSCLC) to 5-fluorouracil (5-FU) have been reported, and some of them have been clinically applied. In this single-institutional prospective analysis, the mRNA expression level of five folic acid-associated enzymes was evaluated in surgical specimens of NSCLC. We investigated the correlation between the antitumor effect of 5-FU in NSCLC using an anticancer drug sensitivity test and the gene expression levels of five enzymes. MATERIALS AND METHODS Forty patients who underwent surgery for NSCLC were enrolled, and the antitumor effect was measured using an in vitro anticancer drug sensitivity test (histoculture drug response assay) using freshly resected specimens. In the same sample, the mRNA expression levels of five enzymes involved in the sensitivity to 5-FU were measured in the tumor using real-time PCR. The expression levels and the result of the sensitivity test were compared. RESULTS No correlation was found between dihydropyrimidine dehydrogenase (DPD), orotate phosphoribosyltransferase (OPRT), or DPD/OPRT expression and the antitumor effects of 5-FU. On the other hand, a correlation was found between thymidylate synthase (TS), folylpoly-c-glutamate synthetase (FPGS), and dihydrofolate reductase (DHFR) expression and 5-FU sensitivity. CONCLUSION Expression of FPGS and DHFR may be useful for predicting the efficacy of 5-FU-based chemotherapy for NSCLC.
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Affiliation(s)
- Kayo Sakon
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Masato Sasaki
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Kaede Tanaka
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Tae Mizunaga
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Keita Yano
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Yuuko Kawamura
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Akitoshi Okada
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Takeshi Ikeda
- Department of Thoracic Surgery, National Center for Global Health and Medicine, 1-21-1 Toyama Shinjyuku-ku, Tokyo, 162-8655 Japan
| | - Sawaka Tanabe
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Atsushi Takamori
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Narihisa Yamada
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Kouichi Morioka
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
| | - Takaaki Koshiji
- Department of Surgery (II), Faculty of Medical Sciences, University of Fukui, 23-3 Shimoaizuki, Matsuoka Eiheijichou, Fukui, 910-1193 Japan
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Collagen gel droplet-embedded culture drug sensitivity test for adjuvant chemotherapy after complete resection of non-small-cell lung cancer. Surg Today 2017; 48:380-387. [PMID: 28993901 DOI: 10.1007/s00595-017-1594-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 09/18/2017] [Indexed: 12/27/2022]
Abstract
PURPOSE We conducted a prospective clinical study to individualize adjuvant chemotherapy after complete resection of non-small-cell lung cancer (NSCLC), based on the drug sensitivity test. METHODS Patients with resectable c-stage IB-IIIA NSCLC were registered between 2005 and 2010. We performed the collagen gel droplet-embedded culture drug sensitivity test (CD-DST) on a fresh surgical specimen to assess in vitro chemosensitivity and evaluated the prognostic outcome after adjuvant chemotherapy with carboplatin/paclitaxel based on the CD-DST. RESULTS Among 92 registered patients, 87 were eligible for inclusion in the analysis. The success rate of CD-DST was 86% and chemosensitivity to carboplatin and/or paclitaxel was evident in 57 (76%) of the 75 patients. Adjuvant chemotherapy was completed in 22 (73%) of 30 patients. The 5-year overall survival rates were 71, 73, and 75% for all, CD-DST success, and chemosensitive patients, respectively. The 5-year disease-free survival and overall survival rates of the chemosensitive patients who completed adjuvant chemotherapy using carboplatin/paclitaxel were 68 and 82%, respectively. The 5-year disease-free survival and overall survival rates of the patients with stage II-IIIA chemosensitive NSCLC were 58 and 75%, respectively. Comparative analyses of the chemosensitive and non-chemosensitive/CD-DST failure groups showed no significant survival difference. CONCLUSIONS CD-DST can be used to evaluate chemosensitivity after lung cancer surgery; however, its clinical efficacy for assessing individualized treatment remains uncertain.
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Akazawa Y, Higashiyama M, Nishino K, Uchida J, Kumagai T, Inoue T, Fujiwara A, Tokunaga T, Okami J, Imamura F, Kodama K, Kobayashi H. Impact of in vitro chemosensitivity test-guided platinum-based adjuvant chemotherapy on the surgical outcomes of patients with p-stage IIIA non-small cell lung cancer that underwent complete resection. Mol Clin Oncol 2017; 7:327-335. [PMID: 28811897 PMCID: PMC5547765 DOI: 10.3892/mco.2017.1340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 07/22/2017] [Indexed: 12/26/2022] Open
Abstract
The impact of in vitro chemosensitivity test-guided platinum-based adjuvant chemotherapy on the surgical outcomes of patients undergoing complete resection for locally advanced non-small cell lung cancer (NSCLC) has yet to be elucidated. In the present study, the utility of adjuvant chemotherapy based on the collagen gel droplet embedded culture drug sensitivity test (CD-DST) in patients with p (pathology)-stage IIIA NSCLC was retrospectively analyzed. A series of 39 patients that had received platinum-based adjuvant chemotherapy following complete resection between 2007 and 2012 were enrolled. Their surgical specimens were subjected to the CD-DST. The patients were subsequently classified into two groups on the basis of in vitro anti-cancer drug sensitivity data obtained using the CD-DST: The sensitive group (25 patients) were treated with regimens including one or two of the anti-cancer drug(s) that were indicated to be effective by the CD-DST, whereas the non-sensitive group (14 patients) were treated with chemotherapy regimens that did not include any CD-DST-selected anti-cancer drugs. There were no significant differences in the background characteristics of the two groups [including in respect of the pathological TN (tumor-lymph node) stage, tumor histology, epidermal growth factor receptor mutation status, the frequency of each chemotherapy regimen, and the number of administered cycles]. The 5-year disease-free survival (DFS) rate of the sensitive group was 32.3%, whereas that of the non-sensitive group was 14.3% (P=0.037). In contrast, no difference in overall survival (OS) was observed (P=0.76). Multivariate analysis revealed that adjuvant chemotherapy based on the CD-DST had a significant favorable effect on the DFS (P=0.01). Therefore, the present study has demonstrated that CD-DST data obtained from surgical specimens aid the selection of effective platinum-based adjuvant chemotherapy regimens for patients undergoing complete resection for p-stage IIIA NSCLC. The use of CD-DST-guided platinum-based regimens may have a beneficial impact on the DFS of such patients.
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Affiliation(s)
- Yuki Akazawa
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
- Department of Respiratory Medicine, Osaka General Medical Center, Osaka 558-8585, Japan
| | - Masahiko Higashiyama
- Department of General Thoracic Surgery, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Kazumi Nishino
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Jyunji Uchida
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Toru Kumagai
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Takako Inoue
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Ayako Fujiwara
- Department of General Thoracic Surgery, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Toshiteru Tokunaga
- Department of General Thoracic Surgery, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Jiro Okami
- Department of General Thoracic Surgery, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Fumio Imamura
- Department of Thoracic Oncology, Osaka International Cancer Institute (formerly, Osaka Medical Center for Cancer and Cardiovascular Diseases), Osaka 541-8567, Japan
| | - Ken Kodama
- Department of Surgery, Yao Municipal Hospital, Osaka 581-0069, Japan
| | - Hisayuki Kobayashi
- Technical Research Laboratory, Kurabo Industries Ltd., Osaka 541-8581, Japan
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