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DOI: 10.1055/s-0044-1787063
Spectrum of Resistance Mechanisms to ALK TKIs in NSCLC: Largest Single-Center Experience from India
Authors
Abstract
Introduction
Anaplastic lymphoma kinase (ALK) rearranged non-small cell lung carcinoma (NSCLC) has emerged as a distinct entity with growing number of potent ALK tyrosine kinase inhibitors (TKIs). Despite showing durable responses and promising survival rates, resistance to these ensue. This is the largest series of repeat biopsies from patients of ALK-positive NSCLC progressing on ALK-directed therapy from this part of the world. Using a combinatorial approach of genomics and histology, we describe the spectrum of various resistance mechanisms encountered.
Methods
This is a cross-sectional study recruiting ALK-positive NSCLC cases who have progressed on any line ALK TKI and have undergone repeated biopsies followed by genomic sequencing by next-generation sequencing (NGS).
Results
Thirty-two ALK-positive NSCLC patients progressed on TKI were enrolled. Median age was 53 years (range: 36–75 years) with a male predilection (male:female 1.3:1). Twenty-seven (84.4%) cases harbored an additional resistance mechanism. Eighteen of these harbored an on-target ALK alteration, with L1196M gatekeeper mutation being the most common, in 11 cases, and G1202 alteration in 3 cases. In 9 cases an off-target alteration was detected, the most frequent being TP53 mutation in 8 cases, KRAS mutation in 4 cases and MET amplification in 3 cases. Four patients underwent sequential NGS testing and allele frequency changes in ALK fusion and resistance mechanisms were demonstrated. Sixteen patients have been offered lorlatinib therapy, the median progression-free survival of which has not yet been reached.
Conclusion
This is the largest series depicting ALK resistance mechanisms from a single center to date. The SPACEWALK study which demonstrated ALK TKI resistance mechanisms using plasma-based genotyping was a multicentric study. The spectrum encountered in this study is distinct from the rest of the world, thus highlighting heterogeneity within ALK-rearranged tumors. Comprehensive clinical evaluation at disease progression coupled with NGS-based genotyping will pave the way for lucid understanding of disease biology, thus aiding in the institution of optimal therapy.
Introduction
Anaplastic lymphoma kinase (ALK) rearranged non-small cell lung carcinoma (NSCLC) has emerged as a distinct entity with a growing number of potent ALK tyrosine kinase inhibitors (TKIs). Crizotinib, a first-generation TKI, emerged as the forerunner among these, and has shown remarkable responses as evidenced in the PROFILE study.[1] However, resistance mechanisms ensue and newer generation alectinib and ceritinib were developed to overcome these.[2] [3] Despite showing durable responses and promising survival rates, resistance to these have also been reported. The newest third-generation lorlatinib has now gained approval for use in the first-line setting (Food and Drug Administration data sheet 2021),[4] and has been described to overcome resistance to the second-generation TKIs.
Resistance to TKIs can broadly be categorized as on-target alterations which include ALK kinase domain alterations (the most common being G1202R, L1196M, G1269A) and ALK amplification; and the second category includes off-target mechanisms involving upregulation of other bypass pathways (EGFR, SRC, MEK/ERK, KIT, and others).[5] [6] [7] [8] [9] [10] Description of resistance mechanisms to crizotinib have been extensively reported in literature with almost one-third cases showing on-target resistance mechanisms.[11] However, the same for second-generation drugs is limited to in vitro studies, few case series and reports, and anecdotal cohorts. Resistance to lorlatinib has also emerged and still needs real-world elucidation.[12] [13]
In this study, we present the largest series of repeat biopsies (tissue and/or liquid) from patients of ALK-positive NSCLC who have progressed on ALK-directed therapy from this part of the world. Using a combinatorial approach of genomics and histology, we describe the spectrum of various resistance mechanisms encountered as patients relapse on ALK TKIs.
Methods
Patient Accrual
All patients of ALK-positive NSCLC treated with any ALK TKI in any line and progressed on the same during their disease course were considered for enrolment in this study. Only those patients with a rebiopsy (tissue) or frozen plasma sample at the time of progression on TKI were recruited. Those with insufficient tissue in the formalin-fixed paraffin-embedded (FFPE) block/suboptimal nucleic acid quantity or quality were excluded from the study.
Patient Details
The basic demographic and clinical details of the patients were retrieved from the electronic medical record archives of the hospital. Histologic evaluation was done independently performed by two experts and the details were collated. The patients were followed up telephonically. This study conforms to the Declaration of Helsinki and no animal experiments were performed for the same. The study has been approved by the Institutional Review Board.
Genomic Sequencing
Comprehensive Genomic Profiling (Tissue)
The tumor block was examined for adequacy of cellularity by an experienced pathologist. Blocks with > 20% cellularity were considered optimal for further genomic sequencing. Comprehensive genomic profiling was done using Oncomine Focus Assay (Thermofisher Scientific, Lifetechnologies, United States) encompassing 52 genes, including both deoxyribonucleic acid (DNA)- and ribonucleic acid (RNA)-based alterations. The libraries were prepared, and the templates were enriched on Ion Chef using Ion One Touch 2. The prepared libraries were quality checked on TapeStation (Agilent). The final libraries were optimized and equalized and then sequenced on Ion Torrent S5 platform. The run was quality checked on TorrentSuite v5.10 (Thermofisher Scientific, Lifetechnologies) and the variants were called using Torrent Variant Caller and Oncomine Knowledge Reporter (Thermofisher Scientific, Lifetechnologies). The called variants were visualized on the Integrative Genomics Viewer to ascertain the validity of the call. The variants were determined against the tumor cellularity of the tumor block, and variants with allele frequency of less than 5% were not considered.
Comprehensive Genomic Profiling (Liquid)
Liquid biopsy next-generation sequencing (NGS) was done for those patients with insufficient material in FFPE blocks and for those who did not consent for a tissue rebiopsy. Comprehensive genomic profiling of cell-free DNA extracted from plasma was done using Lung Cell-Free Total Nucleic Acid panel (Thermofisher Scientific, Lifetechnologies) encompassing 11 genes, including both DNA- and RNA-based alterations. Twelve milliliters of ethylenediaminetetraacetic acid anticoagulated peripheral blood was centrifuged at 3,000 revolutions per minute for 10 minutes. The plasma was carefully separated, and cell-free total nucleic acid was extracted using QiaAMP cell-free extraction kit from Qiagen. The library was prepared, and the template was enriched on Ion Chef using Ion One Touch 2. The prepared libraries were quality checked on TapeStation (Agilent). The final libraries were optimized and equalized and then sequenced on Ion Torrent S5 platform. The run was quality checked on TorrentSuite v5.10 (Thermofisher Scientific, Lifetechnologies) and the variants were called using Torrent Variant Caller and Oncomine Knowledge Reporter (Thermofisher Scientific, Lifetechnologies). The called variants were visualized on the Integrative Genomics Viewer to ascertain the validity of the call.
Statistical Analysis
All of the statistical analyses were performed on SPSS version 23 for windows (SPSS Inc, Chicago, Illinois, United States). The categorical variables were presented in frequencies along with respective percentages. Graphs were generated using Microsoft Excel.
Results
Between 2015 and 2021, a total of 32 patients with ALK-positive NSCLC, who progressed on any ALK TKI, were enrolled in this study based on the availability of a rebiopsy specimen at disease progression. The median age was 53 years (range: 36–75 years) with a male predilection (male:female 1.3:1). ALK immunohistochemistry was positive in all the 32 cases at diagnosis, whereas on NGS an ALK fusion was detected in 30 out of the 32 cases. The two cases which did not reveal a fusion on NGS, were confirmed on fluorescence in situ hybridization and showed break-apart signals. [Table 1] depicts the basic demographic details, preenrolment, and postenrolment treatment details.
Abbreviation: TKI, tyrosine kinase inhibitor.
Of these 32 cases, 27 (84.4%) cases were found to harbor an additional resistance mechanism. Among these 27 cases, 12 (44.4%) received crizotinib as the first line, 4 (%) received alectinib, and 11 received ceritinib. Eighteen of these 27 cases harbored an on-target ALK alteration, with L1196M gatekeeper mutation being the most common, seen in 11 cases, and G1202R alteration seen in 3 cases. One case harbored the I1171T mutation after first-line alectinib, and three cases showed ALK amplification. In 9 cases a potential off-target alteration was detected, the most frequent being TP53 mutation in 8 cases, followed by KRAS mutation in 4 cases and MET amplification in 3 cases. [Fig. 1] depicts the spectrum of resistance alterations detected along with their frequencies and related drugs.


A total of four patients underwent serial rebiopsies after subsequent lines of treatment.[Fig. 2] Three out of these four patients were treated with crizotinib in the first-line setting, of which two developed L1196M solvent front mutation, one patient developed a G1202del, and one patient treated with alectinib developed KRAS mutation and MET dysregulation. The two patients who developed L1196M were offered ceritinib, and post-ceritinib progression NGS revealed additional D1203N mutation in one patient along with increased allele frequency of the existing L1196M mutation, and the other developed an ALK amplification with a copy number of 8.4. The patient with G1202del was offered alectinib, and post-alectinib progression revealed stable allele frequency of the G1202del mutation, with an additional TP53 alteration (allele frequency: 2.3%, possibly indicative of clonal hematopoiesis of indeterminate potential) on liquid biopsy-based NGS profiling. The patient with KRAS (p.G12V), MET exon 14 skipping mutation, showed an increase in variant allele frequency of the KRAS alteration (from 3.2 to 4.6%).


Discussion
This is a real-world experience of ALK TKI resistance from this part of the world. A total of 32 patients who progressed on any ALK TKI and who underwent NGS-based testing for detection of potential resistance mechanisms were enrolled. Using targeted NGS, resistance mutations were detected in 27 (84.4%) cases, with 18 (56.3%) being on-target ALK mutations and 9 (28.1%) being secondary off-target mechanisms.
Our positive rate of resistance mutations in rebiopsied samples (84.4%) is substantially higher when compared to contemporary real-world studies, or controlled clinical trials. Lin et al reported a positive rate of 39%, as well as Gainor et al reported a positive rate of 38%.[5] [6] [14] This may be attributed to the enriched nature of the population in our study, as only those who underwent NGS-based testing were included. This proposition has also been exemplified by the high 52% positive rate from Guardant database where mutations were encountered in 16/31 patients enrolled.[15] Additionally, ethnic and geographic differences, analogous to EGFR-mutated NSCLC, may also contribute to the same.[16] [17]
As reported by other real-world studies and trials, L1196M, G1202R, and D1203N are known mechanisms of resistance to crizotinib.[18] [19] Also, crizotinib was the most common drug, after which resistance mechanisms developed. While G1202 mutations have been reported to be common after second-generation ALK TKIs, in our study, this was not encountered as most cases were post-crizotinib. Secondary ALK mutations like L1196M and I1171T[20] [21] have been shown to be sensitive to ceritinib and not alectinib. One patient subsequent to treatment with first-line alectinib, developed I1171T mutation, which has been reported to be sensitive to ceritinib. The response to ceritinib in this patient was partial response and the patient is currently on second-line ceritinib therapy with an ongoing response.
The role of rebiopsy versus a liquid biopsy-based assessment of circulating tumor DNA and newly emerged mutations have been widely discussed in literature.[22] [23] [24] [25] Whereas tissue is the gold-standard material to ascertain any emergent and evolved clones/mutations, liquid biopsy has emerged as an effective surrogate for the same, especially in the metastatic setting where the disease burden is high. Issues related to tumor heterogeneity with dynamic clones present in different areas of a tumor are also taken care of when using liquid biopsy-based testing.[26] [27] In a study by Shaw et al,[28] on sequencing of ALK TKIs, they reported that in cases who progress on alectinib, the underlying cause in almost 50% cases is a secondary ALK mutation, and hence rebiopsy in such cases revealed both pan-TKI resistant mutations as well as secondary mutations which were proven sensitive to ceritinib as well as crizotinib, both in vitro and in vivo.[29]
This is a single-center real-world experience, the largest from the Indian peninsula, depicting resistance profiles to ALK TKIs. Owing to ethnic and geographic heterogeneity in terms of prevalence of biomarker-driven process in both EGFR and ALK altered NSCLC in the Asian population, this study becomes relevant depicting the clinical behavior and responses, including the need for rebiopsy (tissue/liquid) to ascertain the underlying molecular causes for resistance or disease progression. Future artificial intelligence-based algorithms may be developed to predict these mechanisms of resistance for instituting optimal therapy.[30]
Conflict of Interest
None declared.
Publication/Presentation Statement
This study has been presented at the European Lung Cancer Congress 2022 as a poster.
Competing Interests
The authors have no relevant financial or nonfinancial interests to disclose.
Authors' Contributions
U.B. contributed to the study conception and design. Material preparation, data collection and analysis were performed by U.B., S.N., M.S., A.B.P., S.D., D.K., A.M., and S.V. The first draft of the manuscript was written by S.N. and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript. The supervision for the entire study was by U.B.
Data Availability
The data sets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
Ethical Approval
This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Ethics Committee of Rajiv Gandhi Cancer Institute and Research Center (RGCIRC/IRB-BHR/165/2021).
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References
- 1 Solomon BJ, Mok T, Kim DW. et al; PROFILE 1014 Investigators. First-line crizotinib versus chemotherapy in ALK-positive lung cancer. N Engl J Med 2014; 371 (23) 2167-2177
- 2 Koopman B, Groen HJM, Schuuring E. et al. Actionability of on-target ALK resistance mutations in patients with non-small cell lung cancer: local experience and review of the literature. Clin Lung Cancer 2022; 23 (02) e104-e115
- 3 Choi YL, Soda M, Yamashita Y. et al; ALK Lung Cancer Study Group. EML4-ALK mutations in lung cancer that confer resistance to ALK inhibitors. N Engl J Med 2010; 363 (18) 1734-1739
- 4 Accessed January 27, 2023 at: https://www.accessdata.fda.gov/drugsatfda_docs/label/2021/210868s004lbl.pdf
- 5 Lin JJ, Riely GJ, Shaw AT. Targeting ALK: precision medicine takes on drug resistance. Cancer Discov 2017; 7 (02) 137-155
- 6 Gainor JF, Dardaei L, Yoda S. et al. Molecular mechanisms of resistance to first- and second-generation ALK inhibitors in ALK-rearranged lung cancer. Cancer Discov 2016; 6 (10) 1118-1133
- 7 Bhattacharyya GS, Agarwala V, MV C. ALK inhibitors fuel ALK resistance mutation: precision medicine takes on drug resistance. Cancer Res Stat Treat 2020; 3 (02) 405-406
- 8 Dagogo-Jack I, Shaw AT. Crizotinib resistance: implications for therapeutic strategies. Ann Oncol 2016; 27 Suppl 3 (Suppl. 03) iii42-iii50
- 9 Dagogo-Jack I, Yoda S, Lennerz JK. et al. MET alterations are a recurring and actionable resistance mechanism in ALK-positive lung cancer. Clin Cancer Res 2020; 26 (11) 2535-2545
- 10 Kim HR, Kim WS, Choi YJ, Choi CM, Rho JK, Lee JC. Epithelial-mesenchymal transition leads to crizotinib resistance in H2228 lung cancer cells with EML4-ALK translocation. Mol Oncol 2013; 7 (06) 1093-1102
- 11 Ou SH, Bartlett CH, Mino-Kenudson M, Cui J, Iafrate AJ. Crizotinib for the treatment of ALK-rearranged non-small cell lung cancer: a success story to usher in the second decade of molecular targeted therapy in oncology. Oncologist 2012; 17 (11) 1351-1375
- 12 Blackhall F, Ross Camidge D, Shaw AT. et al. Final results of the large-scale multinational trial PROFILE 1005: efficacy and safety of crizotinib in previously treated patients with advanced/metastatic ALK-positive non-small-cell lung cancer. ESMO Open 2017; 2 (03) e000219
- 13 Tabbò F, Reale ML, Bironzo P, Scagliotti GV. Resistance to anaplastic lymphoma kinase inhibitors: knowing the enemy is half the battle won. Transl Lung Cancer Res 2020; 9 (06) 2545-2556
- 14 Pan Y, Deng C, Qiu Z, Cao C, Wu F. The resistance mechanisms and treatment strategies for ALK-rearranged non-small cell lung cancer. Front Oncol 2021; 11: 713530
- 15 McCoach CE, Blakely CM, Banks KC. et al. Clinical utility of cell-free DNA for the detection of ALK fusions and genomic mechanisms of ALK inhibitor resistance in non-small cell lung cancer. Clin Cancer Res 2018; 24 (12) 2758-2770
- 16 Batra U, Sharma M, Joga S, Jain P. First-line treatment of EGFR-mutant NSCLC: spoiled for choice?. Cancer Res Stat Treat 2019; 2 (02) 251-252
- 17 Camidge DR, Dziadziuszko R, Peters S. et al. Updated efficacy and safety data and impact of the EML4-ALK fusion variant on the efficacy of alectinib in untreated ALK-positive advanced non-small cell lung cancer in the global phase III ALEX study. J Thorac Oncol 2019; 14 (07) 1233-1243
- 18 Lin JJ, Zhu VW, Yoda S. et al. Impact of EML4-ALK variant on resistance mechanisms and clinical outcomes in ALK-positive lung cancer. J Clin Oncol 2018; 36 (12) 1199-1206
- 19 Yoda S, Lin JJ, Lawrence MS. et al. Sequential ALK inhibitors can select for lorlatinib-resistant compound ALK mutations in ALK-positive lung cancer. Cancer Discov 2018; 8 (06) 714-729
- 20 Cognigni V, Pecci F, Lupi A. et al. The landscape of ALK-rearranged non-small cell lung cancer: a comprehensive review of clinicopathologic, genomic characteristics, and therapeutic perspectives. Cancers (Basel) 2022; 14 (19) 4765
- 21 Cho BC, Kim DW, Bearz A. et al. ASCEND-8: a randomized phase 1 study of ceritinib, 450 mg or 600 mg, taken with a low-fat meal versus 750 mg in fasted state in patients with anaplastic lymphoma kinase (ALK)-rearranged metastatic non-small cell lung cancer (NSCLC). J Thorac Oncol 2017; 12 (09) 1357-1367
- 22 Rolfo C, Mack P, Scagliotti GV. et al. Liquid biopsy for advanced NSCLC: a consensus statement from the International Association for the Study of Lung Cancer. J Thorac Oncol 2021; 16 (10) 1647-1662
- 23 El-Sayes N, Vito A, Mossman K. Tumor heterogeneity: a great barrier in the age of cancer immunotherapy. Cancers (Basel) 2021; 13 (04) 806
- 24 Malapelle U, Pisapia P, Pepe F. et al. The evolving role of liquid biopsy in lung cancer. Lung Cancer 2022; 172: 53-64
- 25 Yoshida R, Sasaki T, Umekage Y. et al. Highly sensitive detection of ALK resistance mutations in plasma using droplet digital PCR. BMC Cancer 2018; 18 (01) 1136
- 26 Kim S, Kim TM, Kim D-W. et al. Heterogeneity of genetic changes associated with acquired crizotinib resistance in ALK-rearranged lung cancer. J Thorac Oncol 2013; 8 (04) 415-422
- 27 Takeuchi K, Togashi Y, Kamihara Y. et al. Prospective and clinical validation of ALK immunohistochemistry: results from the phase I/II study of alectinib for ALK-positive lung cancer (AF-001JP study). Ann Oncol 2016; 27 (01) 185-192
- 28 Shaw AT, Solomon BJ, Besse B. et al. ALK resistance mutations and efficacy of lorlatinib in advanced anaplastic lymphoma kinase-positive non-small-cell lung cancer. J Clin Oncol 2019; 37 (16) 1370-1379
- 29 Okada K, Araki M, Sakashita T. et al. Prediction of ALK mutations mediating ALK-TKIs resistance and drug re-purposing to overcome the resistance. EBioMedicine 2019; 41: 105-119
- 30 Lu Y, Fan Z, Zhu SJ. et al. A new ALK inhibitor overcomes resistance to first- and second-generation inhibitors in NSCLC. EMBO Mol Med 2022; 14 (01) e14296
Address for correspondence
Publication History
Received: 05 July 2023
Accepted: 16 April 2024
Article published online:
29 May 2024
© 2024. MedIntel Services Pvt Ltd. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)
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References
- 1 Solomon BJ, Mok T, Kim DW. et al; PROFILE 1014 Investigators. First-line crizotinib versus chemotherapy in ALK-positive lung cancer. N Engl J Med 2014; 371 (23) 2167-2177
- 2 Koopman B, Groen HJM, Schuuring E. et al. Actionability of on-target ALK resistance mutations in patients with non-small cell lung cancer: local experience and review of the literature. Clin Lung Cancer 2022; 23 (02) e104-e115
- 3 Choi YL, Soda M, Yamashita Y. et al; ALK Lung Cancer Study Group. EML4-ALK mutations in lung cancer that confer resistance to ALK inhibitors. N Engl J Med 2010; 363 (18) 1734-1739
- 4 Accessed January 27, 2023 at: https://www.accessdata.fda.gov/drugsatfda_docs/label/2021/210868s004lbl.pdf
- 5 Lin JJ, Riely GJ, Shaw AT. Targeting ALK: precision medicine takes on drug resistance. Cancer Discov 2017; 7 (02) 137-155
- 6 Gainor JF, Dardaei L, Yoda S. et al. Molecular mechanisms of resistance to first- and second-generation ALK inhibitors in ALK-rearranged lung cancer. Cancer Discov 2016; 6 (10) 1118-1133
- 7 Bhattacharyya GS, Agarwala V, MV C. ALK inhibitors fuel ALK resistance mutation: precision medicine takes on drug resistance. Cancer Res Stat Treat 2020; 3 (02) 405-406
- 8 Dagogo-Jack I, Shaw AT. Crizotinib resistance: implications for therapeutic strategies. Ann Oncol 2016; 27 Suppl 3 (Suppl. 03) iii42-iii50
- 9 Dagogo-Jack I, Yoda S, Lennerz JK. et al. MET alterations are a recurring and actionable resistance mechanism in ALK-positive lung cancer. Clin Cancer Res 2020; 26 (11) 2535-2545
- 10 Kim HR, Kim WS, Choi YJ, Choi CM, Rho JK, Lee JC. Epithelial-mesenchymal transition leads to crizotinib resistance in H2228 lung cancer cells with EML4-ALK translocation. Mol Oncol 2013; 7 (06) 1093-1102
- 11 Ou SH, Bartlett CH, Mino-Kenudson M, Cui J, Iafrate AJ. Crizotinib for the treatment of ALK-rearranged non-small cell lung cancer: a success story to usher in the second decade of molecular targeted therapy in oncology. Oncologist 2012; 17 (11) 1351-1375
- 12 Blackhall F, Ross Camidge D, Shaw AT. et al. Final results of the large-scale multinational trial PROFILE 1005: efficacy and safety of crizotinib in previously treated patients with advanced/metastatic ALK-positive non-small-cell lung cancer. ESMO Open 2017; 2 (03) e000219
- 13 Tabbò F, Reale ML, Bironzo P, Scagliotti GV. Resistance to anaplastic lymphoma kinase inhibitors: knowing the enemy is half the battle won. Transl Lung Cancer Res 2020; 9 (06) 2545-2556
- 14 Pan Y, Deng C, Qiu Z, Cao C, Wu F. The resistance mechanisms and treatment strategies for ALK-rearranged non-small cell lung cancer. Front Oncol 2021; 11: 713530
- 15 McCoach CE, Blakely CM, Banks KC. et al. Clinical utility of cell-free DNA for the detection of ALK fusions and genomic mechanisms of ALK inhibitor resistance in non-small cell lung cancer. Clin Cancer Res 2018; 24 (12) 2758-2770
- 16 Batra U, Sharma M, Joga S, Jain P. First-line treatment of EGFR-mutant NSCLC: spoiled for choice?. Cancer Res Stat Treat 2019; 2 (02) 251-252
- 17 Camidge DR, Dziadziuszko R, Peters S. et al. Updated efficacy and safety data and impact of the EML4-ALK fusion variant on the efficacy of alectinib in untreated ALK-positive advanced non-small cell lung cancer in the global phase III ALEX study. J Thorac Oncol 2019; 14 (07) 1233-1243
- 18 Lin JJ, Zhu VW, Yoda S. et al. Impact of EML4-ALK variant on resistance mechanisms and clinical outcomes in ALK-positive lung cancer. J Clin Oncol 2018; 36 (12) 1199-1206
- 19 Yoda S, Lin JJ, Lawrence MS. et al. Sequential ALK inhibitors can select for lorlatinib-resistant compound ALK mutations in ALK-positive lung cancer. Cancer Discov 2018; 8 (06) 714-729
- 20 Cognigni V, Pecci F, Lupi A. et al. The landscape of ALK-rearranged non-small cell lung cancer: a comprehensive review of clinicopathologic, genomic characteristics, and therapeutic perspectives. Cancers (Basel) 2022; 14 (19) 4765
- 21 Cho BC, Kim DW, Bearz A. et al. ASCEND-8: a randomized phase 1 study of ceritinib, 450 mg or 600 mg, taken with a low-fat meal versus 750 mg in fasted state in patients with anaplastic lymphoma kinase (ALK)-rearranged metastatic non-small cell lung cancer (NSCLC). J Thorac Oncol 2017; 12 (09) 1357-1367
- 22 Rolfo C, Mack P, Scagliotti GV. et al. Liquid biopsy for advanced NSCLC: a consensus statement from the International Association for the Study of Lung Cancer. J Thorac Oncol 2021; 16 (10) 1647-1662
- 23 El-Sayes N, Vito A, Mossman K. Tumor heterogeneity: a great barrier in the age of cancer immunotherapy. Cancers (Basel) 2021; 13 (04) 806
- 24 Malapelle U, Pisapia P, Pepe F. et al. The evolving role of liquid biopsy in lung cancer. Lung Cancer 2022; 172: 53-64
- 25 Yoshida R, Sasaki T, Umekage Y. et al. Highly sensitive detection of ALK resistance mutations in plasma using droplet digital PCR. BMC Cancer 2018; 18 (01) 1136
- 26 Kim S, Kim TM, Kim D-W. et al. Heterogeneity of genetic changes associated with acquired crizotinib resistance in ALK-rearranged lung cancer. J Thorac Oncol 2013; 8 (04) 415-422
- 27 Takeuchi K, Togashi Y, Kamihara Y. et al. Prospective and clinical validation of ALK immunohistochemistry: results from the phase I/II study of alectinib for ALK-positive lung cancer (AF-001JP study). Ann Oncol 2016; 27 (01) 185-192
- 28 Shaw AT, Solomon BJ, Besse B. et al. ALK resistance mutations and efficacy of lorlatinib in advanced anaplastic lymphoma kinase-positive non-small-cell lung cancer. J Clin Oncol 2019; 37 (16) 1370-1379
- 29 Okada K, Araki M, Sakashita T. et al. Prediction of ALK mutations mediating ALK-TKIs resistance and drug re-purposing to overcome the resistance. EBioMedicine 2019; 41: 105-119
- 30 Lu Y, Fan Z, Zhu SJ. et al. A new ALK inhibitor overcomes resistance to first- and second-generation inhibitors in NSCLC. EMBO Mol Med 2022; 14 (01) e14296






