How Modern Science Diagnoses and Treats Lung Cancer
From low-dose CT screening to EGFR, KRAS, and PD-L1 testing, how biology now guides each treatment decision

Key Takeaways
- •Lung cancer is one of the leading causes of cancer death worldwide, and cigarette smoking remains its single largest, best-established risk factor.
- •Lung cancer is split into two biologically distinct groups, non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC), which are treated along separate paths.
- •Low-dose CT screening has been shown to reduce lung cancer deaths in high-risk current and former smokers, though it is not appropriate for everyone.
- •TNM staging, which describes tumor size, lymph node involvement, and spread, remains central to determining prognosis and treatment choice.
- •A subset of NSCLC tumors carry EGFR mutations that predict strong responses to targeted tyrosine kinase inhibitor drugs, including the newer drug osimertinib used as first-line therapy.
- •KRAS G12C mutations, once thought impossible to target with drugs, can now be treated with inhibitors built specifically for that mutation in NSCLC.
- •PD-L1 expression helps identify which NSCLC tumors are more likely to benefit from immune checkpoint inhibitor therapy, though a response is never guaranteed.
- •Adding immunotherapy to chemotherapy has improved survival in both advanced non-squamous NSCLC and extensive-stage small cell lung cancer.
Lung cancer remains one of the leading causes of cancer death worldwide, outpacing most other cancer types in the number of lives it takes each year. That burden has a clear historical explanation. Cigarette smoking is the single largest risk factor, a connection first established through careful epidemiological work more than seventy years ago by Richard Doll and Austin Bradford Hill. Their study was one of the earliest demonstrations that a common personal habit could be tied statistically to a specific disease, and it changed how researchers think about cancer risk more broadly.
Smoking remains the dominant, best-established risk factor today, which is why prevention and screening programs still focus heavily on current and former smokers. But lung cancer is not one disease. It is a label covering several biologically distinct cancers that are diagnosed, staged, and treated in different ways, and understanding those differences is the key to understanding modern lung cancer care.
Two Diseases Under One Name
Doctors split lung cancer into two broad categories that behave very differently. Roughly eight or nine out of every ten cases are non-small cell lung cancer, or NSCLC, a group that includes several subtypes and generally grows at a more measured pace. The remaining cases are small cell lung cancer, or SCLC, which tends to grow quickly and spread early, often before it causes symptoms a person would notice.
A useful comparison is two kinds of fire. NSCLC behaves more like a fire that, if caught early, can sometimes still be contained to one room. SCLC behaves more like a fire that has often already spread through the building by the time anyone smells smoke. That difference in behavior is why the two cancers are approached along almost entirely separate treatment paths, something this article returns to later.
Finding and Mapping the Disease
Because early lung cancer often causes no symptoms, catching it before it spreads matters enormously. A large randomized trial testing low-dose CT screening, which uses a lower radiation dose than a standard CT scan, found that screening high-risk current and former smokers reduced lung cancer deaths compared with no screening. That finding does not mean CT screening suits everyone. It applies specifically to people who meet defined risk criteria based on age and smoking history, a decision made together with a clinician rather than pursued independently.
Once a tumor is found, doctors need to know how far it has spread before choosing a treatment path. This is the role of TNM staging, a system describing tumor size, whether nearby lymph nodes are involved, and whether cancer has reached distant organs. Validated staging criteria now guide both prognosis and treatment choice across lung cancer types. A small, localized tumor caught early might be managed very differently from one that has already spread widely, where treatments reaching the whole body become necessary. Staging, in that sense, functions less like a label and more like a map for everything that follows.
Matching Treatment to Tumor Biology in NSCLC
For NSCLC, treatment increasingly depends on a tumor's molecular profile, not only its size and location. A meaningful share of NSCLC tumors carry a mutation in a gene called EGFR, which normally helps a cell receive signals telling it when to grow. The mutated version gets stuck in the "grow" position. Drugs known as tyrosine kinase inhibitors, or TKIs, are built to block that stuck signal, and tumors carrying these specific mutations tend to respond to TKIs in a way other NSCLC tumors generally do not. This connection, discovered in 2004, remains one of the clearest examples in oncology of matching a drug to a tumor's underlying biology rather than its location.
Among EGFR-targeted drugs, a newer option called osimertinib has shown better results as initial therapy than earlier-generation EGFR inhibitors, demonstrated in a randomized trial comparing the two approaches directly. That does not mean every patient with an EGFR mutation receives identical treatment; the specific mutation subtype, prior therapies, and other clinical factors all shape the decision.
A second gene, KRAS, is altered in many NSCLC tumors, but for decades its mutated protein was considered too smooth a surface for any drug to grip. A particular version of this mutation, called KRAS G12C, turned out to have a small pocket that chemists could finally exploit. Clinical trials have since shown that drugs built specifically for this mutation can shrink tumors that carry it. The gap between first identifying KRAS mutations in cancer and finally producing a drug able to act on them stretched across decades, a reminder that not every genetic discovery translates quickly into a treatment.
Harnessing the Immune System
Not every NSCLC tumor is defined by a single faulty growth gene. Many instead evade the immune system through a different trick: displaying a protein called PD-L1 on their surface, which signals nearby immune cells to stand down. Immune checkpoint inhibitors are drugs built to block that signal, freeing immune cells to recognize and attack the tumor. Trial evidence shows that tumors with high PD-L1 levels tend to respond better to these drugs than tumors with low or undetectable levels, which is why PD-L1 testing has become a routine step in planning treatment for advanced NSCLC. A high result raises the odds of benefit; it does not guarantee one, and some tumors with little detectable PD-L1 still respond to immunotherapy for reasons not yet fully understood.
For many patients with advanced non-squamous NSCLC whose tumors lack a targetable mutation, adding immunotherapy to standard chemotherapy has been shown to extend survival compared with chemotherapy given alone. That combination has become a common starting point for tumors without an EGFR mutation, a KRAS G12C mutation, or a similar targetable change.
Small Cell Lung Cancer: A Different Strategy
SCLC has historically been harder to treat than NSCLC, mainly because it grows and spreads so fast that it is often advanced by the time it is found. For years, chemotherapy alone was the standard approach for extensive-stage disease, with limited long-term improvement. More recently, adding immunotherapy to chemotherapy has been shown to extend survival in extensive-stage SCLC compared with chemotherapy alone, marking one of the first meaningful treatment advances for this cancer type in years. It has not closed the gap with NSCLC outcomes, but it has shifted what is considered standard first-line treatment for the disease.
What the Evidence Does and Does Not Settle
Taken together, the last two decades have turned lung cancer from a single disease treated one way into a collection of biologically defined cancers, each matched where possible to a therapy built for its specific drivers. Staging still anchors every treatment decision, screening still only helps the specific population it was tested in, and biomarkers like EGFR, KRAS G12C, and PD-L1 still describe probabilities of benefit rather than certainties.
Many NSCLC tumors carry none of these currently targetable changes, and SCLC still lacks the kind of biomarker-driven precision now available in NSCLC. Which patients will respond to a given targeted drug or immunotherapy, and for how long, remains an active area of research rather than a settled question. For any individual diagnosed with lung cancer, these findings describe population-level evidence; translating them into a specific treatment plan depends on a full evaluation by an oncology team.
Common Questions
References
- Hyuna Sung, Jacques Ferlay, Rebecca L. Siegel, Mathieu Laversanne, Isabelle Soerjomataram, Ahmedin Jemal, Freddie Bray (2021). Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
- Richard Doll, A. Bradford Hill (1950). Smoking and Carcinoma of the Lung
- Harry J. de Koning, Carlijn M. van der Aalst, Pim A. de Jong, Ernst T. Scholten, Kristiaan Nackaerts, Marjolein A. Heuvelmans, Jan-Willem J. Lammers, Carla Weenink, Uraujh Yousaf-Khan, Nanda Horeweg, Susan van ’t Westeinde, Mathias Prokop, Willem P. Mali, Firdaus A.A. Mohamed Hoesein, Peter M.A. van Ooijen, Joachim G.J.V. Aerts, Michael A. den Bakker, Erik Thunnissen, Johny Verschakelen, Rozemarijn Vliegenthart, Joan E. Walter, Kevin ten Haaf, Harry J.M. Groen, Matthijs Oudkerk (2020). Reduced Lung-Cancer Mortality with Volume CT Screening in a Randomized Trial
- J. Guillermo Paez, Pasi A. Jänne, Jeffrey C. Lee, Sean Tracy, Heidi Greulich, Stacey Gabriel, Paula Herman, Frederic J. Kaye, Neal Lindeman, Titus J. Boggon, Katsuhiko Naoki, Hidefumi Sasaki, Yoshitaka Fujii, Michael J. Eck, William R. Sellers, Bruce E. Johnson, Matthew Meyerson (2004). EGFR Mutations in Lung Cancer: Correlation with Clinical Response to Gefitinib Therapy
- Pasi A. Jänne, Gregory J. Riely, Shirish M. Gadgeel, Rebecca S. Heist, Sai-Hong I. Ou, Jose M. Pacheco, Melissa L. Johnson, Joshua K. Sabari, Konstantinos Leventakos, Edwin Yau, Lyudmila Bazhenova, Marcelo V. Negrao, Nathan A. Pennell, Jun Zhang, Kenna Anderes, Hirak Der-Torossian, Thian Kheoh, Karen Velastegui, Xiaohong Yan, James G. Christensen, Richard C. Chao, Alexander I. Spira (2022). Adagrasib in Non–Small-Cell Lung Cancer Harboring a KRAS G12C Mutation
- Martin Reck, Delvys Rodríguez-Abreu, Andrew G. Robinson, Rina Hui, Tibor Csőszi, Andrea Fülöp, Maya Gottfried, Nir Peled, Ali Tafreshi, Sinead Cuffe, Mary O’Brien, Suman Rao, Katsuyuki Hotta, Melanie A. Leiby, Gregory M. Lubiniecki, Yue Shentu, Reshma Rangwala, Julie R. Brahmer (2016). Pembrolizumab versus Chemotherapy for PD-L1–Positive Non–Small-Cell Lung Cancer
- Hossein Borghaei, Luis Paz-Ares, Leora Horn, David R. Spigel, Martin Steins, Neal E. Ready, Laura Q. Chow, Everett E. Vokes, Enriqueta Felip, Esther Holgado, Fabrice Barlesi, Martin Kohlhäufl, Oscar Arrieta, Marco Angelo Burgio, Jérôme Fayette, Hervé Lena, Elena Poddubskaya, David E. Gerber, Scott N. Gettinger, Charles M. Rudin, Naiyer Rizvi, Lucio Crinò, George R. Blumenschein, Scott J. Antonia, Cécile Dorange, Christopher T. Harbison, Friedrich Graf Finckenstein, Julie R. Brahmer (2015). Nivolumab versus Docetaxel in Advanced Nonsquamous Non–Small-Cell Lung Cancer
- Jean-Charles Soria, Yuichiro Ohe, Johan Vansteenkiste, Thanyanan Reungwetwattana, Busyamas Chewaskulyong, Ki Hyeong Lee, Arunee Dechaphunkul, Fumio Imamura, Naoyuki Nogami, Takayasu Kurata, Isamu Okamoto, Caicun Zhou, Byoung Chul Cho, Ying Cheng, Eun Kyung Cho, Pei Jye Voon, David Planchard, Wu-Chou Su, Jhanelle E. Gray, Siow-Ming Lee, Rachel Hodge, Marcelo Marotti, Yuri Rukazenkov, Suresh S. Ramalingam (2018). Osimertinib in Untreated EGFR -Mutated Advanced Non–Small-Cell Lung Cancer
- Leora Horn, Aaron S. Mansfield, Aleksandra Szczęsna, Libor Havel, Maciej Krzakowski, Maximilian J. Hochmair, Florian Huemer, György Losonczy, Melissa L. Johnson, Makoto Nishio, Martin Reck, Tony Mok, Sivuonthanh Lam, David S. Shames, Juan Liu, Beiying Ding, Ariel Lopez-Chavez, Fairooz Kabbinavar, Wei Lin, Alan Sandler, Stephen V. Liu (2018). First-Line Atezolizumab plus Chemotherapy in Extensive-Stage Small-Cell Lung Cancer
- Peter Goldstraw, Kari Chansky, John Crowley, Ramon Rami-Porta, Hisao Asamura, Wilfried E.E. Eberhardt, Andrew G. Nicholson, Patti Groome, Alan Mitchell, Vanessa Bolejack, Peter Goldstraw, Ramón Rami-Porta, Hisao Asamura, David Ball, David G. Beer, Ricardo Beyruti, Vanessa Bolejack, Kari Chansky, John Crowley, Frank Detterbeck, Wilfried Ernst Erich Eberhardt, John Edwards, Françoise Galateau-Sallé, Dorothy Giroux, Fergus Gleeson, Patti Groome, James Huang, Catherine Kennedy, Jhingook Kim, Young Tae Kim, Laura Kingsbury, Haruhiko Kondo, Mark Krasnik, Kaoru Kubota, Antoon Lerut, Gustavo Lyons, Mirella Marino, Edith M. Marom, Jan van Meerbeeck, Alan Mitchell, Takashi Nakano, Andrew G. Nicholson, Anna Nowak, Michael Peake, Thomas Rice, Kenneth Rosenzweig, Enrico Ruffini, Valerie Rusch, Nagahiro Saijo, Paul Van Schil, Jean-Paul Sculier, Lynn Shemanski, Kelly Stratton, Kenji Suzuki, Yuji Tachimori, Charles F. Thomas, William Travis, Ming S. Tsao, Andrew Turrisi, Johan Vansteenkiste, Hirokazu Watanabe, Yi-Long Wu, Paul Baas, Jeremy Erasmus, Seiki Hasegawa, Kouki Inai, Kemp Kernstine, Hedy Kindler, Lee Krug, Kristiaan Nackaerts, Harvey Pass, David Rice, Conrad Falkson, Pier Luigi Filosso, Giuseppe Giaccone, Kazuya Kondo, Marco Lucchi, Meinoshin Okumura, Eugene Blackstone, F. Abad Cavaco, E. Ansótegui Barrera, J. Abal Arca, I. Parente Lamelas, A. Arnau Obrer, R. Guijarro Jorge, D. Ball, G.K. Bascom, A.I. Blanco Orozco, M.A. González Castro, M.G. Blum, D. Chimondeguy, V. Cvijanovic, S. Defranchi, B. de Olaiz Navarro, I. Escobar Campuzano, I. Macía Vidueira, E. Fernández Araujo, F. Andreo García, K.M. Fong, G. Francisco Corral, S. Cerezo González, J. Freixinet Gilart, L. García Arangüena, S. García Barajas, P. Girard, T. Goksel, M.T. González Budiño, G. González Casaurrán, J.A. Gullón Blanco, J. Hernández Hernández, H. Hernández Rodríguez, J. Herrero Collantes, M. Iglesias Heras, J.M. Izquierdo Elena, E. Jakobsen, S. Kostas, P. León Atance, A. Núñez Ares, M. Liao, M. Losanovscky, G. Lyons, R. Magaroles, L. De Esteban Júlvez, M. Mariñán Gorospe, B. McCaughan, C. Kennedy, R. Melchor Íñiguez, L. Miravet Sorribes, S. Naranjo Gozalo, C. Álvarez de Arriba, M. Núñez Delgado, J. Padilla Alarcón, J.C. Peñalver Cuesta, J.S. Park, H. Pass, M.J. Pavón Fernández, M. Rosenberg, E. Ruffini, V. Rusch, J. Sánchez de Cos Escuín, A. Saura Vinuesa, M. Serra Mitjans, T.E. Strand, D. Subotic, S. Swisher, R. Terra, C. Thomas, K. Tournoy, P. Van Schil, M. Velasquez, Y.L. Wu, K. Yokoi (2016). The IASLC Lung Cancer Staging Project: Proposals for Revision of the TNM Stage Groupings in the Forthcoming (Eighth) Edition of the TNM Classification for Lung Cancer
Team Review: This article has been reviewed by Canceria Research Team

