Clinical Significance of Interstitial Lung Abnormalities and Immune Checkpoint Inhibitor- Induced Interstitial Lung Disease in Patients with Non-Small Cell Lung Cancer

DOI: https://doi.org/10.21203/rs.3.rs-1961650/v1

Abstract

Background

Interstitial lung abnormalities (ILAs) are known to be a risk of drug-induced pneumonitis. However, there are few reports on the relationship between ILAs and immune checkpoint inhibitor-related interstitial lung disease (ICI-ILD). We retrospectively investigated the clinical significance of ILAs in patients with non-small cell lung cancer (NSCLC) receiving ICI.

Methods

We defined ILAs as nondependent abnormalities affecting more than 5% of any lung zone, including ground-glass or diffuse centrilobular nodularities, traction bronchiectasis, honeycombing, and nonemphysematous cysts. Early-onset ICI-ILD was defined as developing within 3 months after the initiation of ICI administration.

Results

Of 264 patients with advanced NSCLC, 57 patients (21.6%) had ILAs (43 fibrotic and 14 nonfibrotic ILAs). The difference between the incidence of ICI-ILD in patients with or without ILAs was not significant. Of 193 patients treated by ICI monotherapy, 18 (9.3%) developed early-onset ICI-ILD. Among patients receiving ICI monotherapy, the incidence of early-onset ICI-ILD was significantly higher in patients with than in patients without nonfibrotic ILAs.

Conclusion

The presence of nonfibrotic ILAs is a significant risk for early-onset ICI-ILD in patients with NSCLC undergoing ICI monotherapy. Clinicians should be aware of ILAs, especially nonfibrotic ILAs, before administering ICIs to lung cancer patients.

Introduction

The immune-checkpoint inhibitor (ICI) is the latest therapeutic breakthrough in several types of advanced tumors such as lung cancer, melanoma, head and neck tumors, bladder cancer, and lymphoma (15). Safety is a major concern as the number of patients received these new drugs increases. Although ICIs provide an overall favorable risk-to-benefit profile, they are known to cause unique toxicities named immune-related adverse events (irAEs), due to their mechanisms of action. Although irAEs are typically manageable, uncommon fatal irAEs have been reported, which tend to occur early in ICI treatment. Clinicians should recognize and manage these types of immune-mediated events early on, as they can be severe or fatal. Interstitial lung disease (ILD) induced by ICI treatment has been observed to be a clinically serious and fatal toxicity (6, 7). The majority of episodes of ILD occur within 3 months of the induction of immunotherapy, and the onset tends to be particularly early in patients with non-small cell lung cancer (NSCLC) (68). Some studies have found that the risk of ICI-related ILD (ICI-ILD) was associated with pre-existing ILD (1011). However, ICI-ILD is also frequently clinically developed in patients without pre-existing ILD.

Interstitial lung abnormalities (ILA) are specific findings on computed tomography (CT) that may be compatible with ILD in patients without clinical manifestations. ILAs that occur with normal aging are increasingly recognized to be common features on CT scans of the elderly. With the increasing use of CT for various purposes, ILAs will increasingly be observed on CT scans. These abnormalities are risk factors for increased mortality and complications from surgery and chemotherapy. Thus, these changes on chest CT scans have prognostic value and should be reported (1214).

ILAs seen in patients before they undergo treatment for cancer have been associated with cancer-related mortality (12, 14). The exact reason for increased mortality is unclear, but the risks of lung injury due to ILAs and cancer therapy have been speculated (12). However, results of the studies on the association of ILAs and lung cancer treatments remain unclear. To our knowledge, only two reports have examined the relationship between pre-existing ILAs and ICI-ILDs. (1516). Thus, we retrospectively investigated the clinical significance of ILAs on the incidence, subcategories, and onset of ICI-ILD in patients with NSCLC who received immunotherapy at our hospital.

Materials And Methods

Study design

We retrospectively screened patients with pathologically confirmed advanced or recurrent NSCLC who had been treated with ICIs at our institution between February 2016 and March 2021. There were no pre-existing ILDs among patients who received ICI treatment. First-line treatment was defined as either primary chemotherapy or immunotherapy. Prior treatment with molecular targeted drugs were not counted in the treatment line. PD-L1 expression by tumor cells on preparations of the archived biopsy specimens was assessed by the PD-L1 IHC 22C3 pharmDx assay (Agilent, Santa Clara, CA, USA). This study was performed in accordance with the provisions of the Declaration of Helsinki and was approved by the Institutional Review Board of the Kurume University Hospital (IRB No 20100).

Evaluation of high-resolution CT (HRCT) findings

We investigated the presence of abnormal findings, which included pre-existing ILAs, on the HRCT scans of the study patients. ILAs were defined based on the report of Hatabu et al (12), as follows: non-dependent abnormalities affecting more than 5% of any lung zone, including ground-glass or diffuse centrilobular nodularities, traction bronchiectasis, honeycombing, and nonemphysematous cysts. These types of ILAs were classified into 2 broad subcategories, as fibrotic and nonfibrotic ILAs.

A CT system was used to obtain HRCT data (1–10 mm slice thickness), which were obtained at the end of inspiration with the patient in the supine position. HRCT was used which was taken closest before ICI administration. The HRCT scans were reviewed by 2 independent pulmonologists. Final decisions were made by consent of 23 independent pulmonologists.

Diagnosis of ICI-induced ILD

ICI-ILD was diagnosed as follows: 1) occurring during treatment with an ICI, 2) new ground-glass attenuation (GGA) or consolidations in bilateral lung fields of CT scan, 3) exclusion of pulmonary infection, and 4) exclusion of heart failure (15, 17-20). Pulmonary infections were ruled out by sputum culture and antibiotic efficacy, heart failure was excluded by clinical examination and echocardiography. The radiographic patterns of the ILD were classified according to the American Thoracic Society/European Respiratory Society/Japanese Respiratory Society/Latin American Thoracic Association (ATS/ERS/JRS/ALAT) international multidisciplinary classification of interstitial pneumonias. (21). ILD was evaluated according to the National Cancer Institute Common Terminology Criteria for Adverse Events, version 4.0. Early-onset ICI-ILD was defined as ILD developing within 3 months after the start of immunotherapy.

Statistical analysis

The Pearson χ2 test or Mann-Whitney U test was used for comparison of the 2 groups. Risk factors for ICI-ILD were examined using univariate and multivariate logistic regression models. Multivariate analysis was performed using fibrotic and non-fibrotic ILD as covariates to evaluate which ILD finding is independent risk factor for ICI-ILD. A two-tailed P-value of < 0.05 was considered statistically significant. Statistical analyses were conducted using JMP ver16.0 software (SAS Institute Inc., Cary, NC, USA).

Results

Patient characteristics

A total of 264 patients were enrolled in this study. Table 1 shows the clinical characteristics of these patients. The median age of patients was 70 years (63–75 years). Male patients (74.2%) were predominant. Many patients (76.5%) had a smoking history. Adenocarcinoma and squamous cell carcinoma accounted for 62.1% and 26.9% of the cases, respectively. A driver mutation was harbored 17.4% patients, and an epidermal growth factor receptor (EGFR) mutation was 15.5%, anaplastic lymphoma kinase (ALK) fusion gene was 1.5%, and a rearrangement during transfection fusion was 0.4%. All patients with harbored EGFR mutation and ALK mutation previously treated with tyrosine kinase inhibitors (TKIs), respectively. PD-L1 tumor proportion scores of ≥ 50%, 1–49%, and <1% were seen in 27.7%, 29.5%, and 22.3% of patients, respectively. HRCT revealed ILAs in 57 (21.6%) patients, of whom 16.3% and 5.3% had fibrotic ILAs and non-fibrotic ILAs, respectively. Figure 1A shows examples of the CT scans of patients with ILAs. A total of 73.1% were treated by ICI monotherapy and 26.9% were treated by a combination of an ICI and chemotherapy.

Table 1

Patient characteristics

Variables

N = 264(%)

 

No.

%

Age (years)

70(63–75)

Median

70

Range

63–75

Gender

Male

Female

196

68

74.2

25.8

Smoking status

   

Past or current

202

76.5

Never

62

23.5

Histology

Adenocarcinoma

Squamous

NSCLC

LCNEC

 

164

71

26

3

 

62.1

26.9

9.8

1.1

ILA

57

21.6

Fibrotic ILAs

43

16.3

Nonfibrotic ILAs

14

5.3

ICI-ILD

Grade 1

Grade 2

Grade 3

Grade 4

32

8

11

2

11

12.1

3.0

4.2

0.8

4.2

Early-onset ICI-ILD

21

8.0

Grade 1

6

2.3

Grade 2

6

2.3

Grade 3

2

0.8

Grade 4

7

2.7

PD-L1 tumor proportion score (%)

≥50

1–49

<1

not tested

 

73

78

59

54

 

27.7

29.5

22.3

20.5

Driver mutation

   

EGFR mutation

41

15.5

EML4-ALK fusion

4

1.5

RET

1

0.4

Negative

218

82.6

Prior molecular targeted drugs

EGFR-TKI

ALK-TKI

Others

 

41

4

0

 

15.5

1.5

0

Treatment

   

ICI monotherapy

193

73.1

Combination therapy

71

26.9

Line of ICI therapy

1

2,3

≥4

 

111

118

35

 

42

44.7

13.3

ALK: anaplastic lymphoma kinase, EGFR: epidermal growth factor receptor, EML4-ALK: Echinoderm microtubule-associated protein-like 4 - anaplastic lymphoma kinase, ICI: Immune-checkpoint inhibitors, ILA: interstitial lung abnormalities, ILD: interstitial lung disease, LCNEC: Large cell neuroendocrine carcinoma, NSCLC: Non-small cell lung cancer, PD-L1: Programmed death-ligand 1, RET: Rearranged during transfection, TKI: Tyrosine kinase inhibitor.

 

Proportions and characteristics of patients with and without ICI-ILD

Table 2A shows the prevalence of ICI-ILD in the 264 study patients. Of the 264 patients, 25 (9.5%) who received ICI monotherapy and 7 (2.7%) patients who received a combination of ICI therapy and chemotherapy developed ICI-ILD. The differences between the baseline characteristics of study patients with and without ICI-ILD were not significant.

Table 2A.

Characteristics of patients with and without ICI-ILD

All patients

ICI-ILD+

n = 32

ICI-ILD-

n = 232

p-value

Gender

   

0.334

Male

26

170

Female

6

62

Smoking status

Past or current

Never

27

5

175

57

0.263

PD-L1 tumor proportion score (%)

   

0.377

≥ 50

13

60

1–49

8

70

< 1

6

53

not tested

5

49

Prior thoracic radiation therapy

+

-

7

25

46

186

0.786

Prior molecular targeted drugs

     

EGFR-TKI

3

38

0.305

ALK-TKI

1

3

0.427

ILA

Fibrotic ILAs

Nonfibrotic ILAs

7

4

3

50

39

11

0.967

0.536

0.273

Treatment

   

0.495

ICI monotherapy

25

168

Combination therapy

7

64

 

Figure 1B shows a flow diagram of the various categories patients with/without various iterations of ILA, ILD, ICI-ILD, and fibrotic and nonfibrotic disease, and numbers of patients in each category within the study population. Of the 264 patients, 32 (12.1%) developed ICI-ILD. Among the 32 patients with ICI-ILD, 7 (21.9%) had ILAs, 4 (12.5%) had fibrotic ILAs, and 3 (9.3%) had non-fibrotic ILAs.

Figure 2A shows examples of HRCT scans of patents with ILAs who developed ILD after ICI monotherapy. Figure 2B shows the time to the onset of ICI-ILD after the start of immunotherapy. Seven (2.7%) of 264 patients underwent thoracic radiation therapy before the occurrence of ICI-ILD. The difference between the proportion of patients with and without ILA who developed ICI-ILD was not significant (p = 0.967).

Proportion and characteristics of patients with early-onset ICI-ILD

Table 2B shows that 21 (8.0%) of 264 patients developed early-onset ICI-ILD. Among the 21 patients with early-onset ICI-ILD, 4 (19.0%) had ILAs; 1 patient (4.8%) had fibrotic ILAs and 3 (14.3%) had non-fibrotic ILAs. Eighteen (9.3%) of 193 patients who received ICI monotherapy and 3 (4.2%) of 71 patients who received ICI and chemotherapy developed early-onset ICI-ILD. Seven patients (2.7%) underwent thoracic radiation therapy before the occurrence of early-onset ICI-ILD. Differences between the baseline characteristics of patients with and without early-onset ICI-ILD were not significant. The difference between the proportions of patients with and without ILA who developed early-onset ICI-ILD was not significant (p = 0.765).

Table 2B

Characteristics of patients with and without early-onset ICI-ILD

 

All patients

Early-onset

ICI-ILD(+)

N=21

Early-onset

ICI-ILD(-)

N=243

 

p-value

Gender

 

 

 

0.464

  Male

17

179

  Female

4

64

Smoking status

Past or current

  Never

 

18

3

 

184

59

 

0.300

PD-L1 tumor proportion score (%)

 

 

 

 

0.201

≥50

10

63

1-49

5

73

<1

3

56

not tested

3

51

Prior thoracic radiation therapy

 +

 -

 

7

14

 

46

197

 

0.114

Prior molecular targeted drugs

 

 

 

  EGFR-TKI

0

41

0.041

  ALK-TKI

0

4

0.554

ILA

   Fibrotic ILAs

   Nonfibrotic ILAs

4

1

3

53

42

11

0.768

0.136

0.056

Treatment

 

 

 

0.174

   ICI monotherapy

18

175

   Combination therapy

3

68

ALK: anaplastic lymphoma kinase, EGFR: epidermal growth factor receptor, ICI: Immune-checkpoint inhibitors, ILAs: interstitial lung abnormalities, ILD: interstitial lung disease, PD-L1: Programmed death-ligand 1, TKI: Tyrosine kinase inhibitor.

 

Proportions and characteristics of patients with/without early-onset ICI-ILD who received ICI monotherapy

Table 3 shows the proportion of patients with early-onset ICI-ILD among the 193 patients who received ICI monotherapy. Of the 193 patients, 18 (9.3%) developed early-onset ICI-ILD. Among the patients with early-onset ICI-ILD, 3 (16.7%) had ILAs, 1 (5.6%) had fibrotic ILAs, and 2 patients (11.1%) had non-fibrotic ILAs. Seven (3.6%) patients underwent thoracic radiation therapy before the occurrence of ICI-ILD. ICI-ILD did not develop in patients who had previously received molecularly-targeted drugs. The differences between the baseline characteristics of patients with and without early-onset ICI-ILD were not significant. The difference between the proportions of patients with and without ILAs who developed early onset ICI-ILD was not significant (p = 0.694). In contrast, the incidence of early-onset ICI-ILD was significantly higher in patients with non-fibrotic ILAs than in patients with fibrotic ILAs (p = 0.040).

Table 3

Characteristics of patients with and without early-onset ICI-ILD who received ICI monotherapy

ICI monotherapy

Early-onset

ICI-ILD (+)

N = 18

Early-onset

ICI-ILD (-)

N = 175

p-value

Gender

   

0.324

Male

15

127

Female

3

48

Smoking status

Past or current

Never

15

3

130

45

0.398

PD-L1 tumor proportion score (%)

   

0.341

≥ 50

9

52

1–49

4

44

< 1

2

36

not tested

3

43

Prior thoracic radiation therapy

+

-

7

11

38

137

0.101

Prior molecular targeted drugs

     

EGFR-TKI

0

39

0.025

ALK-TKI

0

3

0.576

ILA

Fibrotic ILAs

Nonfibrotic ILAs

3

1

2

36

32

4

0.694

0.172

0.040

ALK: anaplastic lymphoma kinase, EGFR: epidermal growth factor receptor, ICI: Immune-checkpoint inhibitors, ILAs: interstitial lung abnormalities, ILD: interstitial lung disease, PD-L1: Programmed death-ligand 1, TKI: Tyrosine kinase inhibitor.

Discussion

This study revealed that the presence of pre-existing non-fibrotic ILAs was an independent risk factor of early-onset ICI-ILD induced by ICI monotherapy. To our best knowledge, this is the first study report on the relationship between a subcategory of ILAs and the onset time of ICI-ILD. In the present study, ILAs accounted for 21.6% (57/264) of study patients. Fibrotic ILAs accounted for 16.3% and non-fibrotic ILAs account for 5.3% of the study patients. Before administering ICIs to patients with ILAs, we should estimate their risk of developing ICI-ILD. Estimating the risk of ICI-ILD is especially important for patients with non-fibrotic ILAs.

Previous studies determined that the presence of GGAs, not including fibrotic area, was a risk for conventional chemotherapy and immunotherapy-related ILD (15, 16, 22). We also found that the presence of non-fibrotic ILAs was an independent risk factor for early-onset ICI-ILD. GGA reflects inflammation by lymphocytes in the interstitium, and ICIs exert antitumor effects via activation of lymphocytes (15, 16, 22). These results may explain why GGAs were involved with ICI-ILD (15, 16, 22).

This study found that the combination of an ICI and chemotherapy did not lead to early-onset ICI-ILD, even in patients with nonfibrotic disease. This is the first report on the combination of ICI and chemotherapy, as previous reports have only focused on ICI monotherapy (15, 16). The combination of ICI and chemotherapy may be less likely to result in ICI-ILD, even in patients with pre-existing ILAs, compared to ICI monotherapy alone. We previously reported that the incidence of irAEs, especially pneumonitis, during the first 3 months after the start of treatment was significantly higher in patients receiving ICI monotherapy than in the patients receiving a combination of ICI and chemotherapy (23).

The mechanism by which chemotherapy suppresses the development of ICI-ILD remains unclear. The reduced rate of ICI-ILD might be accounted for by the steroids administered during chemotherapy. Steroids are the most common basic treatment for ICI-ILD. In addition, the myelosuppression induced by chemotherapy could suppress inflammation through the regulation of soluble immune mediators.

In older individuals (> 60 years of age) the prevalence of ILAs has been reported to be 4–9% of smokers and 2–7% of nonsmokers (12). However, in patients with lung cancer, the prevalence of ILAs has been reported to be 14–22% (15, 2427). In this study, 57 patients (21.6%) had ILAs, which is consistent with the prevalence reported in previous studies (15, 2427). Based on the above, just as idiopathic pulmonary fibrosis and other ILDs (2729), patients with ILAs may be prone to complications from lung cancer. Additionally, the presence of nonfibrotic ILAs was seen in 5.3% of all of our study patients (264 patients). Nonfibrotic ILAs account for 24.6% of the total ILAs. Other studies have reported that the presence of nonfibrotic ILAs accounted for 53.8–67.6% of all the patients with ILAs (15, 16), results that are much higher than observed in our study. It should be noted that lung cancer tends to be a complication of ILAs, and it includes nonfibrotic ILA, which is a risk for ICI-ILD.

The present study has some limitations. First, ICI-ILD was not diagnosed by histopathological examinations. Second, this study was a retrospective single-center study. Third, patients included in our study received heterogeneous regimens. Fourth, the number of ILA patient was small within the ICI-ILD group. Fifth, this study lacks evaluation of HRCT by a radiologist. A prospective multicenter study is warranted to validate the present findings. In conclusion, the presence of nonfibrotic ILAs was a significant risk factor for early-onset ICI-ILD in patients about to undergo ICI monotherapy. The presence of ILAs is more likely to be associated with lung cancer then the absence of ILAs, and early-onset ICI-ILD can interfere with the treatment of lung cancer and can be life-threatening. Clinicians should bear in mind the possible presence of ILAs, especially nonfibrotic ILAs, in patients with lung cancer, before they decide to administer ICIs.

Declarations

Acknowledgements:

We would like to thank the participating patients for their contributions to this study.

Financial support:

None

Conflicts of interest:

KA reports receiving personal fees from AstraZeneca, MSD, Bristol Myers Squibb, Ono Pharmaceutical, Takeda Pharmaceutical, Pfizer and Chugai Pharmaceutical. NM reports receiving personal fees from AstraZeneca, Bristol Myers Squibb, Ono Pharmaceutical and Chugai Pharmaceutical. TT reports receiving personal fees from AstraZeneca, Bristol Myers Squibb, MSD, Novartis and Chugai Pharmaceutical. The remaining authors have no conflicts of interest to disclose.

Author contribution:

Daiki Murata: Writing - Original Draft, Visualization. Koichi Azuma: Conceptualization, Resources, Data Curation, Writing - Review & Editing, Visualization, Supervision, Project administration, Funding acquisition. Goushi Matama: Validation, Investigation. Yoshiaki Zaizen: Investigation. Norikazu Matsuo: Methodology, Software. Kenta Murotani: Formal analysis. Takaaki Tokito: Resources. Tomoaki Hoshino: Supervision, Project administration.

References

  1. Reck M, Rodríguez-Abreu D, Robinson AG et al (2016) Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N Engl J Med 375:1823–1833. DOI: 10.1056/NEJMoa1606774
  2. Robert C, Schachter J, Long GV et al (2015) Pembrolizumab versus ipilimumab in advanced melanoma. N Engl J Med 372:2521–2532. DOI: 10.1056/NEJMoa150309
  3. Ansell SM, Lesokhin AM, Borrello I et al (2015) PD-1 blockade with nivolumab in relapsed or refractory Hodgkin’s lymphoma. N Engl J Med 372:311–319. DOI: 10.1056/NEJMoa1411087
  4. Rosenberg JE, Hoffman-Censits J, Powles T et al (2016) Atezolizumab in patients with locally advanced and metastatic urothelial carcinoma who have progressed following treatment with platinum-based chemotherapy: a single-arm, multicentre, phase 2 trial. Lancet 387:1909–1920. DOI: 10.1016/S0140-6736(16)00561-4
  5. Ferris RL, Blumenschein G Jr, Fayette J et al (2016) Nivolumab for recurrent squamous-cell carcinoma of the head and neck. N Engl J Med 375:1856–1867. DOI: 10.1056/NEJMoa1602252
  6. Delaunay M, Cadranel J, Lusque A et al Immune-checkpoint inhibitors associated with interstitial lung disease in cancer patients. Eur Respir J. 2017.50;1700050, DOI: 10.1183/13993003.00050-2017
  7. Wang DY, Salem JE, Cohen JV et al (2018) Fatal toxic effects associated with immune checkpoint inhibitors: A systematic review and meta-analysis. JAMA Oncol 4:1721–1728. DOI: 10.1001/jamaoncol.2018.3923
  8. Naidoo J, Wang X, Woo KM et al (2017) Pneumonitis in patients treated with anti-programmed death-1/programmed death ligand 1 therapy. J Clin Oncol 35:709–717. doi: 10.1200/JCO.2016.68.2005
  9. Nishino M, Ramaiya NH, Awad MM et al PD-1 inhibitor-related pneumonitis in advanced cancer patients: radiographic patterns and clinical course.Clin Cancer Res. 2016.22:6051–6060. doi: 10.1158/1078-0432.CCR-16-1320
  10. Yamaguchi T, Shimizu J, Hasegawa T et al (2018) Pre-existing pulmonary fibrosis is a risk factor for anti-PD-1-related pneumonitis in patients with non-small cell lung cancer: A retrospective analysis. Lung Cancer 125:212–217. DOI: 10.1016/j.lungcan.2018.10.001
  11. Kanai O, Kim YH, Demura Y et al (2018) Efficacy and safety of nivolumab in non-small cell lung cancer with preexisting interstitial lung disease. Thorac Cancer 9:847–855. DOI: 10.1111/1759-7714.12759
  12. Hatabu H, Hunninghake GM, Richeldi L et al (2020) Interstitial lung abnormalities detected incidentally on CT: a Position paper from the Fleischner Society. Lancet Respir Med 8:726–737. DOI: 10.1016/S2213-2600(20)30168-5
  13. Hatabu H, Hunninghake GM, Lynch DA et al (2019) Interstitial lung abnormality: recognition and perspectives. Radiology 291:1–3. DOI: 10.1148/radiol.2018181684
  14. Putman RK, Hatabu H, Araki T et al (2016) Association between interstitial lung abnormalities and all-cause mortality. JAMA 315:672–681. DOI: 10.1001/jama.2016.0518
  15. Nakanishi Y, Masuda T, Yamaguchi K et al (2019) Pre-existing interstitial lung abnormalities are risk factors for immune checkpoint inhibitor-induced interstitial lung disease in non-small cell lung cancer. Respiratory Invest 57:451–459. DOI: 10.1016/j.resinv.2019.05.002
  16. Shimoji K, Masuda T, Yamaguchi K et al (2020) Association of preexisting interstitial lung abnormalities with immune checkpoint inhibitor-induced interstitial lung disease among patients with nonlung cancers. JAMA Netw Open 3(11):e2022906–e06. DOI: 10.1001/jamanetworkopen.2020.22906[Epub ahead of print]
  17. Camus P, Fanton A, Bonniaud P et al Interstitial lung disease induced by drugs and radiation. Respiration.2004;71: 301 – 26, DOI: 10.1159/000079633
  18. Nishino M, Sholl LM, Hodi FS, Hatabu H, Ramaiya NH (2015) Anti-PD-1-Related pneumonitis during cancer immunotherapy. N Engl J Med 373:288–290. DOI: 10.1056/NEJMc150519
  19. Nishino M, Chambers ES, Chong CR, Ramaiya NH, Gray SW, Marcoux JP et al (2016) Anti-PD-1 inhibitor-related pneumonitis in non-small cell lung cancer. Cancer Immunol Res 4:289–293. DOI: 10.1158/2326-6066.CIR-15-0267
  20. Nishino M, Nikhil HR, Mark MA et al (2016) PD-1 Inhibitor-related pneumonitis in advanced cancer patients: radiographic patterns and clinical course. 25:6051–6060. 10.1158/1078-0432.CCR-16-1320
  21. Raghu G, Remy-Jardin M, Myers JL et al (2018) Diagnosis of idiopathic pulmonary fibrosis. An official ATS/ERS/JRS/ALAT clinical practice guideline. Am J Respir Crit Care Med 198:e44–68. DOI: 10.1164/rccm.201807-1255ST
  22. Masuda T, Hirano C, Horimasu Y et al The extent of ground-glass attenuation is a risk factor of chemotherapy-related exacerbation of interstitial lung disease in patients with non-small cell lung cancer.Cancer Chemotherapy and Pharmacology.2018.81;131–9, DOI: 10.1007/s00280-017-3476-5
  23. Matsuo N, Azuma K, Kinoshita T et al (2021) Comparative incidence of immune-related adverse events and hyperprogressive disease in patients with non-small cell lung cancer receiving immune checkpoint inhibitors with and without chemotherapy. Invest New Drugs 39:1150–1158. DOI: 10.1007/s10637-021-01069-7
  24. Zhu S, Fu Y, Zhu B et al Pneumonitis Induced by Immune Checkpoint Inhibitors: From Clinical Data to Translational Investigation.Front Oncol.2020.10:1785, DOI: 10.3389/fonc.2020.01785
  25. Iwasawa T, Okudela K, Takemura T et al (2019) Computer-aided quantification of pulmonary fibrosis in patients with lung cancer: relationship to disease-free survival. Radiology 292:489–498. DOI: 10.1148/radiol.2019182466
  26. Nishino M, Cardarella S, Dahlberg SE et al (2015) Interstitial lung abnormalities in treatment-naïve advanced non-small-cell lung cancer patients are associated with shorter survival. Eur J Radiol 84:998–1004. DOI: 10.1016/j.ejrad.2015.01.021
  27. Schottenfeld D, Fraumeni JF Jr (2006) Cancer epidemiology and prevention, 3rd Ed. Oxford University Press. ; 638 – 58
  28. Ozawa Y, Suda T, Naito T et al (2009) Cumulative incidence of and predictive factors for lung cancer in IPF. Respirology. 14;723–728, DOI: 10.1111/j.1440-1843.2009.01547. x
  29. Hubbard R, Venn A, Lewis S et al (2000) Lung cancer and cryptogenic fibrosing alveolitis. Population-based cohort study. Am J Respir Crit Care Med 161:5–8. DOI: 10.1164/ajrccm.161.1.9906062