Relationship: 1983



Energy Deposition leads to Increase, lung cancer

Upstream event


Energy Deposition

Downstream event


Increase, lung cancer

Key Event Relationship Overview


AOPs Referencing Relationship


AOP Name Adjacency Weight of Evidence Quantitative Understanding
Direct deposition of ionizing energy leading to lung cancer non-adjacent Moderate Moderate

Taxonomic Applicability


Term Scientific Term Evidence Link
human Homo sapiens High NCBI
mouse Mus musculus High NCBI
rat Rattus norvegicus High NCBI

Sex Applicability


Sex Evidence
Unspecific High

Life Stage Applicability


Term Evidence
All life stages High

Key Event Relationship Description


Ionizing energy can traverse matter to induce biological damage. Tissue regions and cell types that are within depths of the traversable energy particles then have a higher likely hood of becoming transformed into malignant tumours (NRC 1990; Axelson 1995; Jostes 1996; NRC 1999; Kendall and Smith 2002; Al-Zoughool and Krewski 2009; Robertson et al. 2013). This multistep process is initiated by ionizations within the cell (L.E. Smith et al. 2003; Christensen 2014). If these ionizations hit DNA molecules, DNA damage is incurred, possibly in the form of double-strand breaks (DSBs) (J. Smith et al. 2003; Okayasu 2012; Lomax et al. 2013; Rothkamm et al. 2015). Inadequately repaired DNA damage could further lead to mutations and chromosomal aberrations (CAs), which often accumulate in the cell and disrupt the cellular dynamic. If these aberrations affect critical genes involved in the control of cell-cycle checkpoints it can promote uncontrolled cellular proliferation. An abnormally high rate of proliferation in cells of the respiratory tract can lead to lung  tumourigenesis (Bertram 2001; Vogelstein and Kinzler 2004; Panov 2005; Hanahan and Weinberg 2011). Radon gas exposure at high levels is especially linked to carcinogenesis of the lung (Axelson 1995; Miller et al. 1996; NRC 1999; Kendall and Smith 2002; Al-Zoughool and Krewski 2009; Robertson et al. 2013).

Evidence Supporting this KER


Biological Plausibility


There is strong biological plausibility for the association between the direct deposition of energy by ionizing radiation and lung cancer incidence. The majority of the evidence is drawn from studies using radon gas as the stressor. Radon, a radioactive noble gas, is considered to be the second leading cause of lung cancer, behind smoking (Robertson et al. 2013; Rodríguez-Martínez et al. 2018)(Axelson 1995; Miller et al. 1996; NRC 1999; Kendall and Smith 2002; Al-Zoughool and Krewski 2009; Robertson et al. 2013). Deposited energy from radiation in the form of particles can enter the body most often through inhalation (NRC 1999; Kendall and Smith 2002).  These particles can deposit onto lung tissue and decay, producing harmful radiation (Axelson 1995; NRC 1999; Kendall and Smith 2002; Al-Zoughool and Krewski 2009). The radiation can ionize molecules within the cell and initiate the process of lung cancer. There are numerous reviews available detailing the molecular biology involved in lung carcinogenesis (Zabarovsky et al. 2002; Danesi et al. 2003; Massion and Carbone 2003; Panov 2005; Sher et al. 2008; Brambilla and Gazdar 2009; Eymin and Gazzeri 2009; Sanders and Albitar 2010; Larsen and Minna 2011; Santos et al. 2011) and discussing potential therapeutic options for lung cancer patients (Danesi et al. 2003; Massion and Carbone 2003; Sher et al. 2008; Eymin and Gazzeri 2009; PhD and MD 2011; Santos et al. 2011). Briefly there are three cellular steps: initiation, promotion and progression (reviewed by Gilbert 2009).  Initiation refers to the interaction between the cell and the cancer-inducing agent, in this case ionizing radiation. The end-result of this interaction is irreversible genetic change(s) (NRC 1990; Pitot 1993). This, in turn, may lead to malfunctions in various pathways and, as the cell continues cycling, increasing genomic instability (NRC 1990). The promotion phase occurs when a promotor is applied to the irradiated cells and reversibly alters gene expression in an epigenetic fashion (NRC 1990; Pitot 1993), often by binding to its respective receptor (Pitot 1993). The promotor is not carcinogenic if applied alone, but it is capable of enhancing the oncogenic effect of the radiation (NRC 1990). For example, phorbol ester 12-O-tetradecanoylphorbol-13-acetate (TPA) is often used as a promotor and was shown to enhance the oncogenic effects of X-ray radiation when applied to C3H/10T½ cells in culture (Kennedy et al. 1978). In some cases, if the dose of the initiator is high enough, the promotion phase may be bypassed altogether (NRC 1990; Pitot 1993). The final irreversible stage of carcinogenesis is progression, which can be boosted by radiation exposure. This is defined as the point at which the benign tumour becomes malignant due to an accumulation of genetic abnormalities, including mutations and chromosomal aberrations. At this point, the tumour grows rapidly due to high rates of cell proliferation, and the levels of genomic instability continue to increase (NRC 1990; Pitot 1993).


Empirical Evidence


There is strong empirical evidence supporting the relationship between direct deposition of energy by ionizing radiation and the development of lung cancer. The evidence presented below is summarized in table 12, here (click link). Biologically based mechanistic models of carcinogenesis have been developed that describe the complex process of maliginancy (Ruhme et al.2017, Luebeck et al. 1999). There is a vast number of reviews that provide evidence of this association (Axelson 1995; Jostes 1996; NRC 1999; Kendall and Smith 2002; Al-Zoughool and Krewski 2009; Robertson et al. 2013; Sheen et al. 2016).. Overall, there is strong empirical evidence available supporting dose and incidence concordance, strong epidemiological data, and strong support for temporal concordance.

Figure 1: Plot of studies (y-axis) against equivalent dose (Sv) used to determine the empircal link between direct deposition of energy and increased rates of lung cancer. The y-axis is ordered from low LET to high LET from top to bottom.

Figure 2: Plot of studies (y-axis) against time over which studies were conducted for a temporal response used to determine the empircal link between direct deposition of energy and increased rates of lung cancer. The y-axis is ordered from low LET to high LET from top to bottom.


Dose and Incidence Concordance

There are numerous studies available that provide evidence supporting a dose/incidence concordance between the direct deposition of energy by ionizing radiation and the incidence of lung cancer. Several in vitro studies showed that cells could be induced to obtain oncogenic characteristics through radiation exposure (Hei et al. 1994; Miller et al. 1995); these oncogenic transformations also increased in a dose-dependent manner in some cases (Miller et al. 1995). Likewise, irradiation of rats at levels comparable to those experienced by uranium miners (25 - 3000 WLM of radon and its progeny) resulted in a dose-dependent increase in lung carcinoma incidence (Monchaux et al. 1994). Furthermore, a simulation model was developed that predicted an increased probability of a lung tumour after exposure to radiation doses ranging from 0 - 800 WLM (Hofmann et al. 2002). Munley et al. ( 2011) exposed  bi-transgenic CCSP-rtTA/Ki-ras mice 80–160 mGy and showed staistically significant increase in  the frequency of lung cancer incidence with a higher number in females.


Human Epidemiological Studies

Indoor Radon Exposure

Indoor radon levels and lung cancer risk has been studied to establish a relationship between indoor radon exposure and lung carcinogenesis. The World Health Organization (WHO) recommends residential radon levels to be 100 Bq/m3 or less. This is based on the results of the two most relevant, large-scale residential radon studies, encompassing populations across Europe (Darby et al. 2005) and North America (Krewski et al. 2005; Krewski et al. 2006). These studies found a positive association between indoor radon exposure and lung cancer risk (Darby et al. 2005; Krewski et al. 2005; Krewski et al. 2006).  A systematic review of never-smokers exposed to residential radon encompassing 14 studies across the world suggested a possible increased risk of lung cancer. There were, however, inconsistencies in results across studies (Torres-Durán et al. 2014), predominately due to confounders and dosimetric calculations.. In a review published by Sheen et al. (2016), analysis of results from 24 case-control studies examining residential radon exposure and lung cancer risk also found conflicting results. A portion of the studies did, however, show a significantly increased risk in subjects exposed to higher radon concentrations.


Outdoor Radon Exposure

In terms of outdoor radon exposure, most data is derived from studies of lung cancer in miners occupationally exposed to radon. Overall, there seems to be a positive association between radon exposure and lung cancer risk. This was evident in a cohort of uranium miners who worked in mines in Ontario, Canada between 1954 and 1996 (Ramkissoon et al. 2018); in tin miners from Yunnan, China followed from 1976 - 1988 (Hazelton et al. 2001); and in a pooled analysis of underground miners of various nationalities from 11 cohort studies (Lubin et al. 1995).  Furthermore, a section of a review paper that examined epidemiological studies of radon-exposed miners found a positive, statistically significant association between radon exposure and lung cancer risk in all studies examined (Al-Zoughool and Krewski 2009, UNSCEAR 2006).


Indoor and Outdoor Radon Exposure

The association between lung cancer risk, and radon exposure was further fortified by a large systematic review that synthesized results from 16 studies of both indoor and outdoor exposure. This systematic review analysed results from studies of miners, pooled population studies and case control studies. Overall, there was a positive association found between radon exposure and SCLC risk (Rodríguez-Martínez et al. 2018).  Results from these epidemiological studies suggest that radon exposure is linked to lung carcinogenesis, whether people are exposed indoors or outdoors.


Temporal Concordance

There is empirical evidence supporting that the direct deposition of energy by ionizing radiation precedes the development of lung cancer. In cells that were oncogenically transformed by irradiation, the oncogenic characteristics were detected weeks after the irradiation (Hei et al. 1994; Miller et al. 1995). Similarly, tumours induced in nude mice by inoculation with oncogenic cells took months to grow (Hei et al. 1994), while lung cancer in rats exposed to radon were not detected for months to years (Monchaux et al. 1994). In humans, the risk of lung cancer was also found to increase with increasing time since exposure (Hazelton et al. 2001) and with longer periods of exposure (Lubin et al. 1995). In addition, the lung cancer simulation model developed by Hofmann (2002) was based on an average radiation exposure time of 4 years.



Not identified.

Uncertainties and Inconsistencies


Uncertainties and inconsistencies in this KER are as follows:

  1. Studies have shown that dose-rates (Brooks et al. 2016) and radiation quality (Nikjoo et al. 1997; Sutherland et al. 2000; Jorge et al. 2012) are factors that can influence the dose-response relationship.  
  2. Low-dose radiation has been observed to have beneficial effects and may even invoke protection against spontaneous genomic damage and induced mutations (Feinendegen 2005; Day et al. 2007; Feinendegen et al. 2007; Shah et al. 2012; Nenoi et al. 2015).
  3. Deposition of ionizing energy is a stochastic event; as such, the nucleus is not the only region that may be affected by radiation exposure. In vitro evidence has shown that ionizing radiation may also cause genotoxic effects when deposited in the cytoplasm (Wu et al. 1999).
  4. When analyzing the relationship between radiation exposure and lung cancer in miners, other confounding carcinogen exposures, including silica, diesel engine exhaust, arsenic and tobacco, should also be accounted for (Cocco et al. 1994; Hazelton et al. 2001; Cao et al. 2017).
  5. There are inherent difficulties in measuring radon exposures in the general public. Residential radon levels are measured using alpha trackers, but people all have different lifestyles and spend differing amounts of time in their home. Furthermore, it is very common for people to move from home to home. These factors challenge the ability to accurately estimate an individual’s radon exposure and thus to extrapolate this to lung cancer risk (Axelson 1995; Robertson et al. 2013).
  6. While some of the epidemiological studies summarized in a systemic review by Torres-Duran et al (2014) showed an association between residential radon exposure and lung cancer, others did not. This is a result of uncertainties in dosimetric considerations, radon exposure levels, confounders such as smoking
  7. There has been controversy surrounding the ICRP-reported dose coefficients being used to estimate risk from radon exposure. These coefficients were different across several ICRP reports and thus gave different estimates of risk for an identical radon exposure scenario. A report by Muller (2016) highlighted these controversies and summarized the results of a radon workshop addressing the situation (Müller et al. 2016). 
  8. A paper by Zarnke (2019) critiques the conclusions drawn by the BEIR VI report regarding radon exposure and health effects. Based upon the authors’ analyses, radon exposure in the home is not linked to lung cancer, and may in fact be protective against smoking-induced lung cancer.

Quantitative Understanding of the Linkage


There are many epidemiological studies available that provide quantitative data linking radiation exposure with lung cancer risk, incidence and/or death. Results from several of these studies are summarized in the table below.

Reference Summary
UNSCEAR, 2000 Study of general population and its exposure to low LET radiation with a dose of 1 Sv. Study found a lifetime risk estimate for solid cancer mortality of 9% for men and 13% for women.
EPA, 2003 Study of the general population (USA) exposed to residential levels of radon found a lung cancer deaths linked at 14.3% (in 1995) at a risk per unit of radon exposure as 5.38x10-4 per WLM. Two further studied sampled from strictly non- and smoking-populations for similar levels of residential radon exposure. From the smoking population the risk per unit radon exposure was higher, 9.68x10-4 per WLM compared to the non-smoking population; 1.67x10-4 per WLM.
Darby, 2005 Study covering 13 European cohorts who were exposed to residential levels of radon found that lung cancer risks increases by 8.4% per 100 Bq/m^3.
Krewski, 2006 7 North American cohorts were studied who were exposed to residential levels of radon. It was found that the odds ratio, OR(x) = 1 + 0.00096x. The odds ratio for subjects living in 1-2 residences with 20+ years of radon monitoring. OR(x) = 1 + 0.00176x.
Grundy et al., 2017 Study of the general population of Alberta (Canada) exposed to residential levels of radon in the range of 71.0 Bq/m3 (Alberta mean). Study found that overall, lung cancer deaths linked to radon were 16.6% (324 excess attributable cases). Ever smoker lung cancer deaths linked to radon: 15.6% (274 excess attributable cases). and never smoking lung cancer deaths linked to radon were: 24.8% (48 excess attributable cases).
Peterson et al., 2013 A study of the general population in Ontario exposed to residential levels of radon (Ontario mean: 43 Bq/m3) found the % of lung cancer deaths linked to radon as being 13.6% (847 cases). Ever smoker lung cancer deaths linked to radon: 15.6% (274 excess attributable cases). Never smoker lung cancer deaths linked to radon: 24.8% (48 excess attributable cases).
Lagarde et al., 2001 Study of the general population in Sweden exposed to residential levels of radon. Study found relative risk of lung cancer at different exposure levels: 50 Bq/m3: 1.08 with a confidence interval of 0.8-1.5. 80 Bq/m3: 1.18 with a confidence interval of 0.9 - 1.6. 140 Bq/m3: 1.44 with a confidence interval of 1.0 - 2.1. Overall excess relative risk: 10% per 100 Bq/m3.
Torres-Duran et al., 2014 Study of the general population (obtained through a systemic review of 14 studies) of residential radon exposure *TABLE 2*
Al-Zoughool and Krewski, 2009 *TABLE 2*


Response-response Relationship


Overall, studies suggest that there is a positive relationship between radiation exposure and lung cancer risk. A direct basis for the link has been provided by epidemiological studies in miners occupationally exposed to radon (UNSCEAR 2006, Lubin et al. 1995; Ramkissoon et al. 2018). In a study of tin miners exposed to radon, there was an increasing risk of lung cancer with increasing radon exposure (Hazelton et al. 2001). This positive relationship has likewise also been found in residential radon studies (Darby et al. 2005; Krewski et al. 2005; Krewski et al. 2006). A large systemic review encompassing miner cohort studies, pooled population studies, and case-control studies showed a strong association between residential radon concentration and lung cancer (Rodríguez-Martínez et al. 2018).  Mechanistic in vitro (Miller et al. 1995) and in vivo (Monchaux et al. 1994) experimental models also provide data to support this relationship.



There is some quantitative data available regarding the time scale between radiation exposure and the development of lung cancer. In vitro oncogenic transformations were evident 6 weeks after cells were irradiated with X-rays or charged particles of varying LETs (Miller et al. 1995). Similarly, irradiated, tumourigenic bronchial epithelial cells were able to induce tumour growth within 13 weeks of injection into nude mice; tumours reached a size of 0.6 - 0.7 cm by 6 months post-inoculation. In comparison, unirradiated implanted cells did not induce tumour growth (Hei et al. 1994). Epidemiology studies also suggest that lung cancers are detected years after exposure to radiation (Lubin et al. 1995; Darby et al. 2005; Torres-Durán et al. 2014; Rodríguez-Martínez et al. 2018; Ramkissoon et al. 2018). Exposure to radon for longer periods of time predicts an increased relative risk of lung cancer; this risk increased with increasing duration of exposure over 5, 10 and 20 years (Lubin et al. 1995). In a study of tin miners, there were sharp increases in risk at approximately 40 years since first exposure and approximately 40 years since last exposure (Hazelton et al. 2001).

Known modulating factors


There are several agents, summarized in the NRC 1990 report, that may affect radiation-mediated oncogenic transformations/carcinogenesis. Some agents can enhance the effects of radiation to increase the accumulation of oncogenic characteristics. These include hydroxyurea and 12-O-tetradecanoyl-phorbol-acetate (TPA) (NRC 1990). The effects of hydroxyurea were seen within 11 hours of treatment (Hahn et al. 1986), while the effects of TPA were evident both immediately following irradiation, and up to 96 hours post-irradiation (Kennedy et al. 1978). Other agents may reduce the effectiveness of radiation-induced malignant transformations. Suppressors of radiation-mediated oncogenic transformations include antipain (a protease inhibitor), selenium, and 5-aminobenzamide. Hormone levels may also have an effect on the radiation-carcinogenesis relationship. For example, high levels of thyroid hormone T3 worked synergistically with radiation to enhance oncogenic characteristics, while low T3 levels antagonized the effects of radiation (NRC 1990).

Known Feedforward/Feedback loops influencing this KER


Not identified.

Domain of Applicability


The domain of applicability for this KER is multicellular organisms that possess lungs.



Al-Zoughool, M. & D. Krewski (2009), "Health effects of radon: A review of the literature.", Int. J. Radiat. Biol., 85(1):57–69. doi:10.1080/09553000802635054.

Axelson, O. (1995), "Cancer risks from exposure to radon in homes.", Environ Health Perspect. 103(Suppl 2):37-43, doi: 10.1289/ehp.95103s237

Bertram, J.S. (2001), "The molecular biology of cancer.", Mol. Aspects. Med. 21:166–223. doi:10.1016/S0098-2997(00)00007-8.

Brambilla, E. & A. Gazdar (2009), "Pathogenesis of lung cancer, a roadmap for therapies.", Eur. Respir. J., 33(6):1485–1497. doi:10.1183/09031936.00014009.

Brooks, A.L., D.G. Hoel & R.J. Preston (2016), "The role of dose rate in radiation cancer risk: evaluating the effect of dose rate at the molecular, cellular and tissue levels using key events in critical pathways following exposure to low LET radiation.", Int. J. Radiat. Biol. 92(8):405–426. doi:10.1080/09553002.2016.1186301.

Cao, X. et al. (2017), "Radon-induced lung cancer deaths may be overestimated due to failure to account for confounding by exposure to diesel engine exhaust in BEIR VI miner studies.", PLoS One. 12(9):1–15. doi:10.1371/journal.pone.0184298.

Christensen, D.M. (2014), "Management of Ionizing Radiation Injuries and Illnesses, Part 3: Radiobiology and Health Effects of Ionizing Radiation.", J. Am. Osteopath Assoc., 114(7):556–565. doi:10.7556/jaoa.2014.109.

Cocco, P.L. et al. (1994), "Mortality of Sardinian lead and zinc miners: 1960-88.", Occup Environ Med., 51(10):674–682., doi:10.1136/oem.51.10.674.

Danesi, R. et al. (2003), "Pharmacogenetics of Anticancer Drug Sensitivity in Non-Small Cell Lung Cancer." 55(1):57-103. doi:10.1124/pr.

Darby, S. et al. (2005), "Radon in homes and risk of lung cancer: Collaborative analysis of individual data from 13 European case-control studies.", Br Med J., 330(7485):223–226. doi:10.1136/bmj.38308.477650.63.

Day, T.K. et al. (2007), "Adaptive Response for Chromosomal Inversions in pKZ1 Mouse Prostate Induced by Low Doses of X Radiation Delivered after a High Dose.", Radiat Res. 167(6):682–692. doi:10.1667/rr0764.1.

Eymin, B. & S. Gazzeri (2010), "Role of cell cycle regulators in lung carcinogenesis.", Cell Adh Migr. 4(1):114–123.

Feinendegen, L.E. (2005), "UKRC 2004 debate Evidence for beneficial low level radiation effects and radiation hormesis. Radiology.", 78:3–7. doi:10.1259/bjr/63353075.

Feinendegen, L.E., M. Pollycove & R.D. Neumann (2007), "Whole-body responses to low-level radiation exposure: New concepts in mammalian radiobiology.", Exp. Hematol. 35(4 SUPPL.):37–46. doi:10.1016/j.exphem.2007.01.011.

Gilbert, E.S. (2009), "Ionizing Radiation and Cancer Risks: What Have We Learned.", Int. J. Radiat. Biol., 85(6):467–482, doi:10.1080/09553000902883836.

Hahn, P. et al. (1986), "Chromosomal Changes without DNA Overproduction in Hydroxyurea-treated Mammalian Cells: Implications for Gene Amplification.", Cancer Res. Cancer Research. 46(9):4607-12.

Hanahan, D. & R.A. Weinberg (2011), "Review Hallmarks of Cancer: The Next Generation.", Cell. 144(5):646–674. doi:10.1016/j.cell.2011.02.013.

Hazelton, W.D. et al. (2001), "Analysis of a Historical Cohort of Chinese Tin Miners with Arsenic, Radon, Cigarette Smoke, and Pipe Smoke Exposures Using the Biologically Based Two-Stage Clonal Expansion Model.", Radiat Res. 156(1):78–94. doi:10.1667/0033-7587(2001)156[0078:aoahco]2.0.co;2.

Health Canada - Radon Guid. 2017. Guide for Radon Measurements in Residential Dwellings. :1–22.

Hei, T.K et al. (1994), "Malignant transformatin of human bronchial epithelial cells by radon-simulated α-particles.", Carcinogenesis 15(3):431-437, doi: 10.1093/carcin/15.3.431.

Hofmann, W. et al. (2002), "Energy deposition, cellular radiation effects and lung cancer risk by radon progeny alpha particles.", Radiat Prot Dosimetry, 99(1–4):453–456. doi:10.1093/oxfordjournals.rpd.a006830.

Jorge, S.-G. et al. (2012), "Evidence of DNA double strand breaks formation in Escherichia coli bacteria exposed to alpha particles of different LET assessed by the SOS response.", Appl. Radiat. Isot. 71(SUPPL.):66–70. doi:10.1016/j.apradiso.2012.05.007.

Jostes, R.F. (1996), "Genetic, cytogenetic, and carcinogenic effects of radon: a review.", Mutat. Res. / Rev. in Genet. Toxicol. 340(2-3):125–139. doi: 10.1016/s0165-1110(96)90044-5.

Kendall, G.M. & T.J. Smith (2002), "Doses to organs and tissues from radon and its decay.", Journal of Radiological Protection. 22(4):389-406.doi:10.1088/0952-4746/22/4/304.

Kennedy, A.R. et al. (1978), "Enhancement of X-ray Transformation by 12-O-Tetradecanoyl-phorbol-13- acetate in a Cloned Line of C3H Mouse Embryo Cells1.", Cancer Res. 38(2):439-43.

Krewski, D. et al. (2005), "Residential Radon and Risk of Lung Cancer.", Epidemiology. 16(2):137–145. doi:10.1097/01.ede.0000152522.80261.e3.

Krewski, D. et al. (2006), "A combined analysis of north American case-control studies of residential radon and lung cancer.", J. Toxicol. Environ. Heal. - Part A. 69(7–8):533–597. doi:10.1080/15287390500260945.

Larsen, J.E. & J. Minna (2011), "Molecular Biology of Lung Cancer: Clinical Implications.", Clin. Chest Med., 32(4):703–740. doi:10.1016/j.ccm.2011.08.003.

Lomax, M.E., L.K. Folkes & P.O. Neill (2013). "Biological Consequences of Radiation-induced DNA Damage: Relevance to Radiotherapy", Statement of Search Strategies Used and Sources of Information Why Radiation Damage is More Effective than Endogenous Damage at Killing Cells Ionising Radiation-induced Do. 25:578–585. doi:10.1016/j.clon.2013.06.007.

Lubin, J.H. et al. (1995), "Lung Cancer in Radon-Exposed Miners and Estimation of Risk From Indoor Exposure.", JNCI Journal of the National Cancer Institute. 87(11):817-27.  doi:10.1093/jnci/87.11.817.

Luebeck, E.G. et al. (1999), "Biologically based analysis of the data for the Colorado uranium miners cohort: age, dose and dose-rate effects.", Radiat., Res., 152(4):339-51, doi: 10.2307/3580219.

Massion, P.P. & D.P. Carbone (2003), "The molecular basis of lung cancer: molecular abnormalities and therapeutic implications.", Respiratory Research, 4(1):12, doi: 10.1186/1465-9921-4-12.

Miller, R.C. et al. (1995), "The Biological Effectiveness of Radon-Progeny Alpha Particles.", Radiat. Res. 142(1):61–69. doi:10.2307/3578967.

Miller, R.C. et al. (1996), "The Biological Effectiveness of Radon-Progeny Alpha Particles V . Comparison of Oncogenic Transformation by Accelerator-Produced Monoenergetic Alpha Particles and by Polyenergetic Alpha Particles from Radon Progeny.", Radiat Res., 146(1):75-80. doi: 10.2307/3579398.

Monchaux, G. et al. (1994), "Carcinogenic and Cocarcinogenic Effects of Radon and Radon Daughters in Rats.", Environmental Health Perspectives, 102(1):64-73, doi: 10.1289/ehp.9410264

Müller, W.U. et al. (2016), "Current knowledge on, radon risk: implications for practical radiation protection?", radon workshop, 1/2 December 2015, Bonn, BMUB (Bundesministerium für Umwelt, Naturschutz, Bau und Reaktorsicherheit; Federal Ministry for the Environment, Nature Conservation, Building and Nuclear Safety). Radiat Environ Biophys. 55(3):267–280. doi:10.1007/s00411-016-0657-2.

Nenoi, M., B. Wang & G. Vares (2015), "In vivo radioadaptive response: A review of studies relevant to radiation-induced cancer risk.", Hum Exp Toxicol. 34(3):272–283. doi:10.1177/0960327114537537.

Nikjoo, H. et al. (1997), "Computational modelling of low-energy electron-induced DNA damage by early physical and chemical events.", Int. J. Radiat. Biol. 71(5):467–483. doi:10.1080/095530097143798.

Beir V. 1990. Health Effects of Exposure to  Low Leveles of Ionizing Radiation. National Academies Press.

Beir V. 1999. Health Effects of Exposure to  Low Leveles of Ionizing Radiation. National Academies Press.

Okayasu, R. (2012), "Repair of DNA damage induced by accelerated heavy ions-A mini review.", Int. J. Cancer. 130(5):991–1000. doi:10.1002/ijc.26445.

Panov, S.Z. (2005), "Molecular biology of the lung cancer.", Radiology and Oncology 39(3):197–210.

Pitot, H. (1993), "The molecular biology of carcinogenesis.", Cancer, 72(S3):962–970, doi: 10.1002/1097-0142(19930801)72:3+3.0.CO;2-H.

Ramkissoon, A. et al. (2018), "Histopathologic Analysis of Lung Cancer Incidence Associated with Radon Exposure among Ontario Uranium Miners.", International Journal of Environmental Research and Public Health 15(11):2413. doi:10.3390/ijerph15112413.

Robertson, A. et al. (2013), "The cellular and molecular carcinogenic effects of radon exposure.", International Journal of Molecular Sciences. 14(7):14024-63.  doi:10.3390/ijms140714024.

Rodríguez-Martínez, Á. et al. (2018), "Residential radon and small cell lung cancer.", Cancer Lett. 426:57–62. doi:10.1016/j.canlet.2018.04.003.

Rothkamm, K. et al. (2015), "Review DNA Damage Foci: Meaning and Significance.", Environ. Mol. Mutagen. 56(6):491-504, doi:10.1002/em.

Rühm, W., M. Eidemüller M & J.C. Kaiser (2017), "Biologically-based mechanistic models of radiation-related carcinogenesis applied to epidemiological data.", Int. J. Radiat., Biol. 93(10):1093-1117. doi: 10.1080/09553002.2017.1310405.

Sanders, H.R. & M. Albitar (2010), "Somatic mutations of signaling genes in non-small-cell lung cancer.", Cancer Genet Cytogenet. 203(1):7–15. doi:10.1016/j.cancergencyto.2010.07.134.

da Cunha Santos, G., F.A. Shepherd & M.S. Tsao (2010), "EGFR Mutations and Lung Cancer.", Annu Rev. Pathol., doi:10.1146/annurev-pathol-011110-130206.

Shah, D.J., R.K. Sachs & D.J. Wilson (2012), "Radiation-induced cancer: A modern view." Br. J. Radiol. 85(1020):1166–1173. doi:10.1259/bjr/25026140.

Sheen, S. et al. (2016), "An updated review of case-control studies of lung cancer and indoor radon-Is indoor radon the risk factor for lung cancer?", Ann. Occup. Environ. Med., 28(1), doi:10.1186/s40557-016-0094-3.

Sher, T., G. Dy & A.A. Adjei (2008), "Small cell lung cancer.", J. Thorac. Oncol. 2(8):S269–S271. doi:10.1097/01.jto.0000283046.50283.51.

Smith, J. et al. (2003), "Impact of DNA ligase IV on the delity of end joining in human cells.", Nucleic Acids Research. 31(8):2157-2167.doi:10.1093/nar/gkg317

Smith, L.E. et al. (2003), "Radiation-induced genomic instability: Radiation quality and dose response.", Health Phys. 85(1):23–29. doi:10.1097/00004032-200307000-00006.

Sutherland, B.M. et al. (2000), "Clustered DNA damages induced in isolated DNA and in human cells by low doses of ionizing radiation.", J. of Rad. Res. 43 Suppl(S):S149-52. doi: 10.1269/jrr.43.S149

Torres-Durán M. et al. (2014), "Residential radon and lung cancer in never smokers. A systematic review.", Cancer Lett. 345(1):21–26. doi:10.1016/j.canlet.2013.12.010.

Vogelstein, B. & K.W. Kinzler (2004), "Cancer genes and the pathways they control.", Nat. Med, 10(8):789–799. doi:10.1038/nm1087.

World Health Organization R guid. (2009), "Indoor Radon a Public Health Perspective.", Int J Environ Stud. 67(1):108. doi:10.1080/00207230903556771.

Wu, L.-J. et al. (1999), "Targeted cytoplasmic irradiation with alpha particles induces mutations in mammalian cells.", Proc Natl Acad Sci. 96(9):4959–4964. doi:10.1073/pnas.96.9.4959.

Zabarovsky, E.R., M.I. Lerman & J.D. Minna (2002), "Tumor suppressor genes on chromosome 3p involved in the pathogenesis of lung and other cancers.", Oncogene, 21(45):6915-6935, doi:10.1038/sj.onc.1205835.

Zarnke, A.M. et al. (2019), "BEIR VI radon: The rest of the story.", Chem Biol Interact. 301(February):81–87. doi:10.1016/j.cbi.2018.11.012.