Challenges and Limitations in Molecular Testing of Resected Non-Small Cell Lung Cancer Specimens
Abstract
1. Introduction
2. Technical Aspects of Molecular Testing
2.1. Sample Types and Quality Considerations
2.2. Conventional Techniques
2.3. Next-Generation Sequencing
2.4. Integration of Conventional and NGS Approaches
3. Prevalence and Clinical Relevance of Molecular Alterations
3.1. Common Mutations in NSCLC
3.1.1. TP53
3.1.2. KRAS and KRAS G12C
3.1.3. EGFR
3.1.4. ALK, ROS1, BRAF, MET, RET, HER2, NTRK
3.2. Targetable vs. Non-Targetable Alterations
3.3. Impact on Prognosis and Treatment Selection
4. Real-World Challenges in Molecular Testing
4.1. Accessibility and Reimbursement Issues
4.2. Timing of Molecular Testing
4.3. Interdisciplinary Coordination
4.4. Sample Adequacy and Repeat Biopsies
5. Advances and Future Perspectives
5.1. Multi-Omics and Spatial Profiling Approaches
5.2. Liquid Biopsy and Minimally Invasive Techniques
5.3. Artificial Intelligence in Molecular Testing
5.4. Novel Targeted Therapies and Combination Regimens
5.5. Overcoming Drug Resistance
6. Practical Recommendations and Best Practices
6.1. Optimizing Tissue Collection and Processing
6.2. Testing Algorithms for Resected NSCLC Specimens
6.3. Integrating NGS into Standard Practice
6.4. Enhancing Access to Targeted Therapies
7. Limitations of This Review
8. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| NSCLC | non-small cell lung cancer; |
| NGS | next-generation sequencing; |
| IHC | immunohistochemistry; |
| FISH | fluorescence in situ hybridization; |
| RT-PCR | reverse transcription polymerase chain reaction; |
| FFPE | formalin-fixed paraffin-embedded; |
| PD-L1 | programmed death-ligand 1; |
| TKI | tyrosine kinase inhibitor; |
| EGFR | epidermal growth factor receptor; |
| ALK | anaplastic lymphoma kinase; |
| ROS1 | ROS proto-oncogene 1; |
| KRAS | Kirsten rat sarcoma viral oncogene homolog; |
| BRAF | B-Raf proto-oncogene; |
| MET | mesenchymal–epithelial transition factor; |
| RET | rearranged during transfection; |
| HER2 | human epidermal growth factor receptor 2; |
| NTRK | neurotrophic tyrosine receptor kinase. |
References
- Siegel, R.L.; Miller, K.D.; Fuchs, H.E.; Jemal, A. Cancer statistics, 2025. CA Cancer J. Clin. 2025, 75, 10–45. [Google Scholar] [CrossRef]
- Sung, H.; Ferlay, J.; Siegel, R.L.; Laversanne, M.; Soerjomataram, I.; Jemal, A.; Bray, F. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2021, 71, 209–249. [Google Scholar] [CrossRef]
- Huang, Q.; Li, Y.; Huang, Y.; Wu, J.; Bao, W.; Xue, C.; Li, X.; Dong, S.; Dong, Z.; Hu, S. Advances in molecular pathology and therapy of non-small cell lung cancer. Signal Transduct. Target. Ther. 2025, 10, 186. [Google Scholar] [CrossRef]
- Arıcı, M.Ö.; Demirkan, B.; Taştekin, E.; Kıvrak Salim, D. Molecular profiling in non-small-cell lung cancer: A single-center study on prevalence and prognosis. Curr. Oncol. 2025, 32, 274. [Google Scholar] [CrossRef]
- Kerr, K.M.; Bibeau, F.; Thunnissen, E.; Botling, J.; Ryška, A.; Wolf, J.; Öhrling, K.; Burdon, P.; Malapelle, U.; Büttner, R. The evolving landscape of biomarker testing for non-small cell lung cancer in Europe. Lung Cancer 2021, 154, 161–175. [Google Scholar] [CrossRef] [PubMed]
- Penault-Llorca, F.; Socinski, M.A. Emerging molecular testing paradigms in non-small cell lung cancer management-current perspectives and recommendations. Oncologist 2025, 30, oyae357. [Google Scholar] [CrossRef] [PubMed]
- Li, T.; Kung, H.J.; Mack, P.C.; Gandara, D.R. Genotyping and genomic profiling of non-small-cell lung cancer: Implications for current and future therapies. J. Clin. Oncol. 2013, 31, 1039–1049. [Google Scholar] [CrossRef]
- Penland, S.K.; O Keku, T.; Torrice, C.; He, X.; Krishnamurthy, J.; A Hoadley, K.; Woosley, J.T.; E Thomas, N.; Perou, C.M.; Sandler, R.S.; et al. RNA expression analysis of formalin-fixed paraffin-embedded tumors. Lab. Investig. 2007, 87, 383–391. [Google Scholar] [CrossRef]
- Goodwin, S.; McPherson, J.D.; McCombie, W.R. Coming of age: Ten years of next-generation sequencing technologies. Nat. Rev. Genet. 2016, 17, 333–351. [Google Scholar] [CrossRef] [PubMed]
- Drilon, A.; Laetsch, T.W.; Kummar, S.; Dubois, S.G.; Lassen, U.N.; Demetri, G.D.; Nathenson, M.; Doebele, R.C.; Farago, A.F.; Pappo, A.S.; et al. Efficacy of larotrectinib in TRK fusion-positive cancers in adults and children. N. Engl. J. Med. 2018, 378, 731–739. [Google Scholar] [CrossRef]
- Lindeman, N.I.; Cagle, P.T.; Aisner, D.L.; Arcila, M.E.; Beasley, M.B.; Bernicker, E.H.; Colasacco, C.; Dacic, S.; Hirsch, F.R.; Kerr, K.; et al. Updated molecular testing guideline for the selection of lung cancer patients for treatment with targeted tyrosine kinase inhibitors: Guideline from the College of American Pathologists, the International Association for the Study of Lung Cancer, and the Association for Molecular Pathology. J. Thorac. Oncol. 2018, 13, 323–358. [Google Scholar] [CrossRef]
- Brunnström, H.; Johansson, A.; Westbom-Fremer, S.; Backman, M.; Djureinovic, D.; Patthey, A.; Isaksson-Mettävainio, M.; Gulyas, M.; Micke, P. PD-L1 immunohistochemistry in clinical diagnostics of lung cancer: Inter-pathologist variability is higher than assay variability. Mod. Pathol. 2017, 30, 1411–1421. [Google Scholar] [CrossRef]
- Mardis, E.R. Next-generation sequencing platforms. Annu. Rev. Anal. Chem. 2013, 6, 287–303. [Google Scholar] [CrossRef]
- Takeuchi, K.; Soda, M.; Togashi, Y.; Suzuki, R.; Sakata, S.; Hatano, S.; Asaka, R.; Hamanaka, W.; Ninomiya, H.; Uehara, H.; et al. RET, ROS1 and ALK fusions in lung cancer. Nat. Med. 2012, 18, 378–381. [Google Scholar] [CrossRef] [PubMed]
- Zhou, D.D.-X.; Lord, S.J.; Lin, F.P.-Y.; Cooper, W.A.; Zaheed, M.; Simes, R.J.; John, T.; Lee, C.K. Clinical impact of TP53 classifications in previously treated advanced driver-negative non-small cell lung cancer: A biomarker analysis of the OAK and POPLAR randomized clinical trials. Lung Cancer 2026, 212, 108891. [Google Scholar] [CrossRef] [PubMed]
- Zhang, C.; Yang, C.; Shi, Q. Effects of Tp53 Gene Mutations on the Survival of Non-Small Cell Lung Cancer (NSCLC); A Short Review. Cancer Manag. Res. 2025, 17, 65–82. [Google Scholar] [CrossRef]
- Shaverdashvili, K.; Burns, T.F. Advances in the treatment of KRAS G12C mutant non-small cell lung cancer. Cancer 2025, 131, e35783. [Google Scholar] [CrossRef]
- Zhang, F.; Wang, B.; Wu, M.; Zhang, L.; Ji, M. Current status of KRAS G12C inhibitors in NSCLC and the potential for combination with anti-PD-(L)1 therapy: A systematic review. Front. Immunol. 2025, 16, 1509173. [Google Scholar] [CrossRef]
- Helal, A.A.; Kamal, I.H.; Osman, A.; Youssef, M.; Ibrahim, A.K. The prevalence and clinical significance of EGFR mutations in non-small cell lung cancer patients in Egypt: A screening study. J. Egypt. Natl. Cancer Inst. 2024, 36, 39. [Google Scholar] [CrossRef] [PubMed]
- Soo, R.A.; Reungwetwattana, T.; Perroud, H.A.; Batra, U.; Kilickap, S.; Gallegos, L.F.T.; Donner, N.; Alsayed, M.; Huggenberger, R.; Van Tu, D. Prevalence of EGFR mutations in patients with resected stages I to III NSCLC: Results from the EARLY-EGFR study. J. Thorac. Oncol. 2024, 19, 1449–1459. [Google Scholar] [CrossRef]
- Opalikhin, A.; Friedland, S.; Madariaga, M.L.; Owen, D.H.; Besse, B. Surgical and Perioperative Advances for Patients with Locally Advanced Non-Small Cell Lung Cancer. Am. Soc. Clin. Oncol. Educ. Book 2025, 45, e481060. [Google Scholar] [CrossRef] [PubMed]
- Frille, A.; Boeschen, M.; Wirtz, H.; Stiller, M.; Bläker, H.; von Laffert, M. TP53 co-mutations in advanced lung adenocarcinoma: Comparative bioinformatic analyses suggest ambivalent character on overall survival alongside KRAS, STK11 and KEAP1 mutations. Front. Oncol. 2024, 14, 1357583, Erratum in Front. Oncol. 2024, 14, 1473239. [Google Scholar] [CrossRef] [PubMed]
- Attili, I.; Fabrizio, F.P.; de Marinis, F. Co-Occurring Genomic Alterations in NSCLC: Making Order into a Crowded List. Cancers 2025, 17, 2388. [Google Scholar] [CrossRef]
- Terbuch, A.; Konjic, S.; Schlintl, V.; Absenger, G.; Jost, P.J.; Lindenmann, J.; Swatek, P.; John, N.; John, T.; Wurm, R.; et al. Prognostic impact of targetable driver alterations in resected early-stage lung cancer. Transl. Lung Cancer Res. 2024, 13, 3096–3105. [Google Scholar] [CrossRef]
- Tsuboi, M.; Herbst, R.S.; John, T.; Kato, T.; Majem, M.; Grohé, C.; Wang, J.; Goldman, J.W.; Lu, S.; Su, W.-C.; et al. Overall Survival with Osimertinib in Resected EGFR-Mutated NSCLC. N. Engl. J. Med. 2023, 389, 137–147. [Google Scholar] [CrossRef]
- Forde, P.M.; Spicer, J.D.; Provencio, M.; Mitsudomi, T.; Awad, M.M.; Wang, C.; Lu, S.; Felip, E.; Swanson, S.J.; Brahmer, J.R.; et al. Overall Survival with Neoadjuvant Nivolumab plus Chemotherapy in Lung Cancer. N. Engl. J. Med. 2025, 393, 741–752. [Google Scholar] [CrossRef]
- Wakelee, H.; Liberman, M.; Kato, T.; Tsuboi, M.; Lee, S.-H.; Gao, S.; Chen, K.-N.; Dooms, C.; Majem, M.; Eigendorff, E.; et al. Perioperative Pembrolizumab for Early-Stage Non-Small-Cell Lung Cancer. N. Engl. J. Med. 2023, 389, 491–503. [Google Scholar] [CrossRef]
- Spicer, J.D.; Garassino, M.C.; Wakelee, H.; Liberman, M.; Kato, T.; Tsuboi, M.; Lee, S.-H.; Chen, K.-N.; Dooms, C.; Majem, M.; et al. Neoadjuvant pembrolizumab plus chemotherapy followed by adjuvant pembrolizumab compared with neoadjuvant chemotherapy alone in patients with early-stage non-small-cell lung cancer (KEYNOTE-671): A randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 2024, 404, 1240–1252. [Google Scholar] [CrossRef] [PubMed]
- Zhu, E.; Muneer, A.; Zhang, J.; Xia, Y.; Li, X.; Zhou, C.; Heymach, J.V.; Wu, J.; Le, X. Progress and challenges of artificial intelligence in lung cancer clinical translation. npj Precis. Oncol. 2025, 9, 210. [Google Scholar] [CrossRef] [PubMed]
- Li, X.; Wei, Q.; Wang, T.; Rukonge, P.A.; Sheng, Y.; Yu, G. Narrative review of the application of artificial intelligence-related technologies in the diagnosis of pulmonary nodules with recommendations for clinical practice and future research. J. Thorac. Dis. 2025, 17, 6326–6338. [Google Scholar] [CrossRef] [PubMed]
- Canon, J.; Rex, K.; Saiki, A.Y.; Mohr, C.; Cooke, K.; Bagal, D.; Gaida, K.; Holt, T.; Knutson, C.G.; Koppada, N.; et al. The clinical KRAS(G12C) inhibitor AMG 510 drives anti-tumour immunity. Nature 2019, 575, 217–223. [Google Scholar] [CrossRef] [PubMed]
- Attili, I.; Corvaja, C.; Aliaga, P.T.; Del Signore, E.; Spitaleri, G.; Passaro, A.; de Marinis, F. Dealing with KRAS G12C inhibition in non-small cell lung cancer (NSCLC)—Biology, clinical results and future directions. Cancer Treat. Rev. 2025, 137, 102957. [Google Scholar] [CrossRef] [PubMed]
- Xiang, Y.; Liu, X.; Wang, Y.; Zheng, D.; Meng, Q.; Jiang, L.; Yang, S.; Zhang, S.; Zhang, X.; Liu, Y.; et al. Mechanisms of resistance to targeted therapy and immunotherapy in non-small cell lung cancer: Promising strategies to overcoming challenges. Front. Immunol. 2024, 15, 1366260. [Google Scholar] [CrossRef]
| Gene Alteration | Frequency (%) |
|---|---|
| TP53 | 52.9 |
| KRAS | 20.0 |
| EGFR | 8.6 |
| STK11 | 8.6 |
| PIK3CA | 7.1 |
| CDKN2A | 7.1 |
| ALK | 5.7 |
| ERBB2 (HER2) | 4.3 |
| RB1 | 4.3 |
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Korodimos, N.; Tomos, I.; Foukas, P.; Kontzoglou, K.; Koumarianou, A.; Santaitidis, I.; Kostopanagiotou, K.; Mitsos, S.; Moisiadis, A.; Tomos, P. Challenges and Limitations in Molecular Testing of Resected Non-Small Cell Lung Cancer Specimens. Curr. Issues Mol. Biol. 2026, 48, 419. https://doi.org/10.3390/cimb48040419
Korodimos N, Tomos I, Foukas P, Kontzoglou K, Koumarianou A, Santaitidis I, Kostopanagiotou K, Mitsos S, Moisiadis A, Tomos P. Challenges and Limitations in Molecular Testing of Resected Non-Small Cell Lung Cancer Specimens. Current Issues in Molecular Biology. 2026; 48(4):419. https://doi.org/10.3390/cimb48040419
Chicago/Turabian StyleKorodimos, Nikolaos, Ioannis Tomos, Periklis Foukas, Konstantinos Kontzoglou, Anna Koumarianou, Ilias Santaitidis, Konstantinos Kostopanagiotou, Sofoklis Mitsos, Anastasios Moisiadis, and Periklis Tomos. 2026. "Challenges and Limitations in Molecular Testing of Resected Non-Small Cell Lung Cancer Specimens" Current Issues in Molecular Biology 48, no. 4: 419. https://doi.org/10.3390/cimb48040419
APA StyleKorodimos, N., Tomos, I., Foukas, P., Kontzoglou, K., Koumarianou, A., Santaitidis, I., Kostopanagiotou, K., Mitsos, S., Moisiadis, A., & Tomos, P. (2026). Challenges and Limitations in Molecular Testing of Resected Non-Small Cell Lung Cancer Specimens. Current Issues in Molecular Biology, 48(4), 419. https://doi.org/10.3390/cimb48040419

