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DOI: 10.1055/s-0042-1759572
Imaging Recommendations for Diagnosis, Staging, and Management of Lung Cancer
- Abstract
- Introduction
- Imaging Referral Guidelines
- Clinical and Diagnostic Workup Excluding Imaging
- Imaging Guidelines
- Eligibility Criteria for Lung Cancer Screening
- Principles of Management
- Summary of Recommendations (Flowchart 3)
- References
Abstract
Globally and in India, lung cancer is one of the leading malignancies in terms of incidence and mortality. Smoking and environmental pollution are the common risk factors for developing lung cancer. Traditionally, lung cancer is divided into small cell and nonsmall cell types, with nonsmall cell carcinomas including squamous cell carcinoma, adenocarcinoma, and large cell carcinoma.
In this review article, we describe the imaging recommendations and findings in the diagnosis, staging, and management of lung cancer, including the imaging of treatment-related complications.
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Introduction
Epidemiology
Globally, lung cancer is one of the leading malignancies in terms of incidence and mortality. It is the second most common malignancy in both the genders.[1] In India, lung cancer is one of the leading malignancies in men and fifth most common cancer in women. Its incidence varies between numerous regions of India. The projected incidence of lung cancer in men in India in 2020 was 9.9 per 100,000 people.
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Risk Factors
Smoking (80–90%) and environmental pollution are the leading risk factors for lung cancer in India.[2] Exposure to carcinogens in genetically susceptible individuals may cause activation of oncogenes and/or inactivation of tumor suppressor genes, resulting in neoplastic proliferation of cells.
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Etiopathogenesis
Traditionally, lung cancer is classified into small cell lung cancer (SCLC) and nonsmall cell lung cancer (NSCLC) types, with nonsmall cell carcinomas including squamous cell carcinoma, adenocarcinoma, and large cell carcinoma. There is an increasing incidence of NSCLC in women and nonsmokers. Following the worldwide trend, some studies in India are also reporting adenocarcinoma to be the most common pathological type in recent times, unlike squamous cell carcinoma that was more common previously.[2] However, other studies report no such change and still consider squamous cell carcinoma as the most common histopathological type.[3]
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Clinical Presentation
Most patients with lung cancer in India are men (up to 82.9%); this disease is more commonly o b s e r v e d in the age range of 46 to 70 years, with a mean age of 58 years. The most commonly reported symptoms include cough, loss of weight and appetite, dyspnea, fatigue, chest pain, and hemoptysis. Patients may also present with paraneoplastic syndromes. Examination findings include digital clubbing, lymphadenopathy, superior vena cava obstruction, and neurological deficits in metastatic disease.[4] Although in countries which have adopted lung cancer screening could potentially be detecting lung cancers at an earlier stage, 44 to 47.6% of patients with lung cancer in India present at an advanced stage with metastatic disease.[2]
Imaging plays an important role not only in the initial workup of patients with lung cancer but also in their regular follow-ups. It is also important to be aware of the changing profile of imaging appearances in patients with utilization of newer cancer treatments like immunotherapy.[5]
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Imaging Referral Guidelines
General practitioners and other primary healthcare providers should refer a patient for a chest radiograph (CXR) when there are symptoms and signs suggestive of lung cancer like hemoptysis, loss of weight and appetite, persistent cough or dyspnea, chest pain, and abnormal chest signs. If the CXR is abnormal or if there is high index of clinical suspicion, even if CXR is normal, patient should be referred for a computed tomographic (CT) scan and to a specialist.[6]
On CXR, lung cancer may present as a nodule, irregular mass, nonresolving consolidation, lobar collapse, effusion, hilar or mediastinal enlargement. But, usually when these are observed on CXR, the disease stage is advanced. In early stages, CXR may be appear to be normal.
AJCC, NCCN Guidelines for Imaging in Lung Cancer[7] [8] [9]
The first imaging test to be performed in a suspected case of lung cancer is CXR. Contrast-enhanced CT (CECT) of chest and upper abdomen (including adrenal glands) is recommended for further evaluation. 18F-FDG PET-CT (positron emission tomography with 2-deoxy-2-[fluorine-18]fluoro- D- glucose integrating CT) is indicated in patients with no signs of metastatic spread on CT who are candidates for curative intent treatments.
Contrast-enhanced magnetic resonance imaging (MRI) of brain (or CECT of brain, if MRI not available) is recommended in patients with NSCLCs (stages Ib and higher) and small cell carcinomas (any stage) even if there are no relevant symptoms.
Contrast-enhanced MRI of thoracic inlet, spine, and brachial plexus is indicated to check for Pancoast tumor for the sake of local tumor extension assessment.
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Indian Radiological and Imaging Association Guidelines for Imaging in Lung Cancer[10]
18F-FDG PET-CT scan is the most accurate investigation method for the staging of lung cancer. If a PET scan is not available, then a CECT scan of thorax, abdomen, pelvis, and whole-body bone scan needs to be done.
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American College of Radiology Appropriateness Criteria for Imaging in Lung Cancer ([Table 1])[11]
Abbreviations: ACR, American College of Radiology; CECT, contrast-enhanced computed tomography; 18F-FDG PET-CT, flourine-18 fluorodeoxyglucose positron emission tomography-computed tomography; NCCT, noncontrast computed tomography; MRI, magnetic resonance imaging; NSCLC, nonsmall cell lung cancer.
Ultrasound (US) of the abdomen may help in the evaluation of liver lesions that are observed to be ambiguous on CT scans.
According to most of the above-mentioned guidelines,[7] [8] [9] once lung cancer is detected, a whole body 18F-FDG PET-CT scan would be the ideal modality to initially stage the disease. Gadolinium-enhanced MRI brain is recommended in all patients with SCLC or NSCLC except those with peripheral stage I (T1abc, N0). If PET-CT and MRI brain scans are not available, then CECT scan of the brain, thorax, abdomen, pelvis, and bone is recommended to be done for stage evaluation.
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Clinical and Diagnostic Workup Excluding Imaging
Workup of lung carcinoma is dependent on the clinical presentation. The multipronged approach to complete diagnosis comprises three steps—histological diagnosis, staging, and functional evaluation. Additional tests are reserved for those who present with paraneoplastic syndromes.
Tests such as complete hemogram, liver function, calcium, electrolytes, blood urea nitrogen, and creatinine are performed as part of the initial assessment.
Tissue sample can be obtained via CT or endobronchoscopic-guided biopsy.[7] [9] Histology of the provided sample with light microscopy and immunohistochemical staining aids in the detection of subtypes of lung carcinoma. Molecular profiling serves as a biomarker to predict response to targeted therapies and immunotherapies.[12] Sampling of mediastinal nodes by endoscopic or endobronchial US or mediastinoscopy is recommended for histopathological analysis in all cases, with the exception of early-stage peripheral disease or if nodes are negative on PET-CT.
Variable sensitivity and specificity ranging from 77.4 to 81.3% and 79.4 to 90.1%, respectively, have been reported for PET-CT in mediastinal nodal staging in lung cancer.[13]
Additional diagnostic tests can be performed in patients with comorbidities or paraneoplastic symptoms; for example: a comprehensive paraneoplastic antibody panel for those with neurological syndromes, serum and urine osmolality in a suspected case of Syndrome of inappropriate antidiuretic hormone secretion, serum cortisol levels for Cushing's syndrome.[7]
If the patient has signs and symptoms suggestive of chronic obstructive pulmonary disease and has been scheduled for surgery or radiotherapy (RT), functional assessment with spirometry and 6-minute walk test and cardiac evaluation with electrocardiogram as well as echocardiogram is performed. Radionuclide lung perfusion scintigraphy can also be performed to measure the perfusion to the lung being resected during surgery and to predict postoperative lung function.[14]
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Imaging Guidelines
Screening
It has been proven that if lung cancer is detected early, its 5-year survival rate can be significantly improved.[15] National Comprehensive Cancer Network (NCCN) was the first major organization to develop lung cancer screening using low-dose CT (LDCT). It was based on the National Lung Screening Trial which showed that LDCT screening reduced the relative risk of death from lung cancer by 20%.[16] The International Early Lung Cancer Action Program showed annual CT screening allows at least 80% of lung cancer cases to be diagnosed early, that is, in clinical stage I.[17] The Nelson trial showed that 65 to 70% of cancers diagnosed in the screening arm were in stage IA and II, while 70% were in stage III/IV in the control arm.[18]
The Korean Lung Cancer Screening Project showed that lung cancer screening in a tuberculosis-endemic country may be less effective because of high incidence of false-positive results.[19] The TALENT lung cancer screening study in Taiwan showed a high detection rate of 2.6% for early lung cancer with more than 96.5% of them being operable.[20] A recent study by Parang and Bhavin showed high effectiveness of LDCT to detect or diagnose lung nodules and carcinoma in smokers even in a tuberculosis-endemic country like India.[21]
The American College of Radiology has developed Lung imaging Reporting and Data System to standardize the reporting and data management from LDCT examination.[22]
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Eligibility Criteria for Lung Cancer Screening
Various societies have proposed eligibility criteria for annual LDCT lung cancer screening that is given in [Table 2].[23] [24] [25] [26]
Abbreviations: ACCP, American College of Chest Physicians; ACS, American Cancer Society; ALA, American Lung Association; ASCO, American Society of Clinical Oncology; ATS, American Thoracic Society; ESR, The European Society of Radiology; NCCN, National Comprehensive Cancer Network; USPSFT - U.S. Preventive Services Task Force.
Proposed protocol for LDCT in lung cancer screening is provided in [Table 3].
Abbreviation: LDCT, low-dose computed tomography.
Most societies recommend yearly LDCT for lung cancer screening in eligible individuals.
Diagnosis
As most of the cases with lung carcinoma present with advanced stages, diagnosis is usually not difficult by utilizing both modalities: CXR and CECT thorax. However, one-third of lung carcinoma cases have a solitary pulmonary nodule that may be difficult to differentiate from a benign nodule.[27] Some of the imaging features may help to differentiate lung malignancy from benign lung lesions that are given in [Table 4].
Imaging features |
Benign |
Malignant |
Comments |
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Less than 1 cm |
More than 3 cm |
Average of two orthogonal measurements is taken Smaller lesions can also be malignant |
|
Sharp, smooth, or well-defined |
Spiculated, irregular, ill-defined, “pleural tail” |
20% of malignant nodules may show smooth and well-defined margins |
|
Internal morphology |
|||
Pure ground glass density nodules <5 mm in size could represent atypical adenomatous hyperplasia |
- Pure ground glass density nodule 6–30 mm could represent adenocarcinoma in situ - Part-solid nodule with solid component < 5 mm could represent minimally invasive adenocarcinoma - Part-solid nodule with solid component > 5 mm could represent invasive adenocarcinoma lepidic predominant adenocarcinoma - Solid nodules or consolidation could represent mucinous adenocarcinoma in situ, invasive mucinous adenocarcinoma |
Based on density nodules can be solid or subsolid. Subsolid nodules can be pure ground glass density or part-solid |
|
Calcifications |
Diffuse, central, popcorn, laminated |
Amorphous, punctate |
|
Fat[28] |
Presence of fat (−40 to −120 HU) favors benign lesion like hamartoma |
Fat is usually absent in malignancy |
|
Cavitation |
Smooth, thin walls. Usually less than 4 mm wall thickness |
Thick, irregular walls. Usually more than 16 mm wall thickness |
|
Growth rate[29] |
More than 400 days or very short in infections |
Doubling time 20 to 400 days (average 240) |
The serial volumes instead of diameters and computer-aided doubling of volume of small nodules have been proposed to be an accurate way to evaluate growth Small and large cell cancers may show a faster growth |
Contrast enhancement[30] |
Less than 15 HU |
More than 20 HU |
Larger malignant lesions tend to show more heterogeneous contrast enhancement due to presence of necrosis within the lesion |
Metabolism[31] |
Less than 2.5 SUV |
More than 2.5 SUV |
Note that infective and inflammatory conditions also can show high SUV. PET can help in guiding biopsy to the areas with increased FDG avidity |
Abbreviations: CT, computed tomography; FDG, fluorodeoxyglucose; HU, Hounsfield unit; PET, positron emission tomography; SUV, standardized uptake value.
The Fleischner Society has formulated the guidelines for the assessment of an incidentally detected lung nodule based on appearance, growth rate, patient age, and history of smoking.[28]
Other features to be assessed on CT scans include invasion/ infiltration into surrounding structures like intercostal muscles and mediastinum, presence of lymphangitis (irregular nodular septal thickening adjacent to the tumor mass), adenopathy, erosion of ribs or vertebrae, and distant metastases. Central mass lesions may show either encasement and occlusion of segmental or lobar bronchus/endobronchial component or encasement of adjacent vessels. The imaging signs indicating invasion are tumor-mediastinal/pleural contact of more than 3 cm length, absence of the fat plane between the mass and mediastinum, thickening of the pleura, increased density of the extra-pleural fat adjacent to the tumor, angle of contact of tumor being more than 90 degrees with the aorta.
Short-axis dimension more than 10 mm is generally considered to be indicative of abnormal mediastinal or hilar lymph node. Malignant nodes can be necrotic, but infections like tuberculosis also can show necrotic nodes.
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Sampling of Lung Lesions
Tissue sampling is required during these scenarios: new or growing solitary mass, multiple nodules without known malignancy, and biopsy or re-biopsy of malignancy for targeted therapy. Various methods for sampling of lung nodule are available that include fiberoptic bronchoscopy, endobronchial ultrasound (EBUS) guided sampling, transthoracic needle biopsy, and video-assisted thoracoscopic surgery.
18F-FDG PET-CT helps to locate the site of biopsy, especially in larger tumor masses, where biopsy should be done from FDG-avid areas. For central lesions, bronchoscopic or EBUS-guided approach is preferred. Transthoracic US or CT-guided approach may be used depending upon the location and ease of access to the lung lesion. Coaxial system should be used to take multiple samples and to increase yield and safety.[29] As per the recent advances in molecular targeted therapy in lung cancers, larger sample volume is needed for necessary molecular testing. Therefore, core biopsy is preferred over fine needle aspirations.
Abnormalities detected by 18F-FDG PET scan have to be confirmed radiologically or pathologically. CT staging alone is not adequate for nodal involvement, as CT-based criteria of short axis dimension of more than 10 mm size of the lymph nodes has been shown to have a sensitivity of 55%, and specificity of 81%.[30] A higher sensitivity of 83% and specificity of 92% are reported when high FDG uptake on PET is taken as a criterion for diagnosing nodal metastasis.[31] Invasive sampling of suspicious nodes is recommended using EUS/EBUS/mediastinoscopy/ CT guidance. If pleural of pericardial effusion is present, US-guided thoracocentesis or pericardiocentesis is undertaken. Thoracoscopy can be performed when repeated pleural fluid analysis (at least 3 times) is inconclusive.
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Staging
The aim of imaging with CT ([Figs. 1] and [2]) and PET-CT ([Fig. 3]) scans is that to assign appropriate clinical staging of lung cancer. Eighth edition American Joint Committee on Cancer Tumor, Node, and Metastasis (AJCC TNM) staging for lung cancer was implemented in 2018 ([Tables 5] and [6]).[32] All aspects towards staging should be carefully looked for in the imaging.
Abbreviation: AJCC TNM, American Joint Committee on Cancer Tumor, Node, and Metastasis.
Abbreviation: AJCC TNM, American Joint Committee on Cancer Tumor, Node, and Metastasis.
Combined approach using TNM and veterans administration classification of SCLCs into[33]:
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a) Limited (where disease is confined to a single hemithorax and adjacent nodes which can be safe to include in an RT field) and
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b) Extensive stage (extends beyond the hemithorax including malignant pleural or pericardial effusion) is used to make treatment decisions
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Management (Response Assessment Imaging in Neoadjuvant, Adjuvant, and Palliative Settings)
Tumor Response Assessment
The major attribute of RECIST 1.1 that is widely used for tumor response assessment is given in [Table 7].[34] [35]
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Limitations of RECIST 1.1:
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(i) RECIST 1.1 is based on anatomical unidimensional measurement. The appropriateness of moving to three-dimensional volumetric measurement or functional measurement using PET/MRI scan was considered but not incorporated, due to insufficient standardization and evidence.
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(ii) RECIST 1.1 also does not contemplate morphological changes such as tumor cavitation.
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(iii) Interreader variability can be present in reporting new lesions and non-target lesions
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(iv) RECIST 1.1 does not consider pseudoprogression.
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Immune-Related Response Criteria
Following immunotherapy, there may be an appearance of new lesions or an increase in size of existing lesions before eventual regression and partial or complete response. This may be due to infiltration by T cells and is called “pseudoprogression.” An increase in the size of lesions associated with rapid clinical decline is termed as “hyperprogression.”
The iRECIST criteria have been proposed for use in clinical trials for patients treated with immunotherapy.[36] ([Flowchart 1]) iRECIST has not been validated for treatment decisions. An important limitation of using iRECIST is that if the original progression was a true progression, effective salvage therapy gets delayed by several weeks.
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Complications of Treatment
Complications of Radiotherapy
Conformal RT is typically used for patients with advanced stage lung cancer and the treatment course is over 6 to 7 weeks. In contrast, stereotactic body radiotherapy (SBRT) is used for early-stage lung cancer; precise high dose fractions are given over a period of 2 weeks.
Intensity-modulated RT (IMRT) is a technique in which radiation is delivered using multiple RT fields of varying influence; both conventional RT and SBRT can be delivered using this technique. Use of IMRT reduces the radiation delivered to the normal lung tissue around the tumor. Thus, treatment with IMRT can result in unusual patterns of pneumonitis in the patient, since radiological pneumonitis changes correlates with the shape of the RT field/plan.[37]
Acute radiation pneumonitis ([Fig. 4]) can manifest as consolidation with air-bronchogram and straight borders and occurs 1 to 6 months after RT. Radiation fibrosis sets in at 6 to 12 months and stabilizes at 1 year period. Radiation fibrosis manifests as traction bronchiectasis, volume loss, kinking of airways, and pleural thickening/effusion.
Post RT changes in the lung can be FDG-avid for up to 2 years. In previously irradiated patients, treatment with immune checkpoint inhibitors (ICI) can cause RT recall pneumonitis (pneumonitis in the irradiated regions of the lung), years after completion of RT. Besides pneumonitis, pulmonary artery thrombosis, esophagitis, fistulas, cardiac disease have been reported as complications of RT. Unlike radiation fibrosis, if the lesion is progressively increasing in size in real time or after 1 year of treatment, when the margins are convex and bulging, there is opacification of previously seen bronchograms, or development of new adenopathy of pleural effusion, then recurrence or disease progression needs to be suspected.[38]
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Immune-Related Adverse Events[5] [39] [40]
Because of their unique mechanism of action, ICI can cause toxicities in several organs in the body, which can occur earlier or later during therapy. RT recall pneumonitis, described in post RT patients on ICI, occurs in previously irradiated tissue after weeks, months, or even years of radiation therapy.
Hypophysitis, sarcoid-like granulomatosis, lymphadenopathy, pneumonitis, hepatitis, colitis, adrenalitis, and inflammation in other parts of the body have been described in association with ICI toxicity. They must be differentiated from metastasis, infection, or progressive disease.
ICI pneumonitis is relatively rare but clinically serious with different patterns described. ([Table 8]).[41] [42] Treatment generally consists of corticosteroid therapy and delaying/stopping immunotherapy. After an initial response to corticosteroids, “Pneumonitis flare” can occur even without restarting immunotherapy.[43]
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Complications of Targeted Therapy
A recently published position paper by the Fleischner Society[44] recommends that radiological patterns be used to evaluate drug related pneumonitis which may be:
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Acute diffuse alveolar damage (DAD)
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Transient (simple pulmonary eosinophilia)
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Subacute—Organizing pneumonia and hypersensitivity pneumonitis (OP and HP)
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Chronic—Nonspecific interstitial pneumonitis.
A single drug may cause multiple radiological patterns. Epidermal growth factor receptor tyrosine kinase inhibitors therapy has been associated with all the above patterns. ALK inhibitor therapy has been associated with OP and DAD patterns. The diagnosis is made based on the occurrence of new changes in the lungs, their temporal association with the drug, and exclusion of other causes. Management of these complications is by cessation of the drug course, immunosuppressive therapy, and supportive treatment.
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Follow-Up Surveillance Imaging Guidelines
American Society of Clinical Oncology Guidelines[45]
American Society of Clinical Oncology guidelines can be used for patients with curatively treated stage I to III NSCLC and SCLC in absence of clinical symptoms of recurrence as described in [Table 9]. These guidelines apply for all patients treated with any modality including surgery, SBRT, and chemoradiation.
ASCO 2019, lung cancer surveillance guidelines after definitive curative-intent therapy (stage I–III) |
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NSCLC |
SCLC |
Imaging modality |
|
1. Frequency of imaging |
Every 6 months for 2 years |
Every 6 months for 2 years |
Chest CT including adrenals ± contrast (contrast preferred) |
Annually after 2 years |
Annually after 2 years |
Low-dose screening chest CT |
|
2. Role of brain MRI |
No |
First 2 years—every 3 months during first year and every 6 months during second year in patients with or without PCI |
|
3. Role of circulating biomarkers or FDG-PET-CT |
No |
No |
|
4. Any patient factors precluding surveillance? |
May be omitted in clinically unsuitable patients or those unwilling to undergo further treatment. Age should not preclude surveillance imaging. Overall performance status, medical history, and patient preferences are to be considered. |
Abbreviations: ASCO, American Society of Clinical Oncology; CT, computed tomography; FDG-PET-CT, fluorodeoxyglucose positron emission tomography-computed tomography; NSCLC, nonsmall cell lung cancer; PCI, prophylactic cranial irradiation.
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NCCN Surveillance Guidelines
NCCN guidelines are described in [Tables 10] (NSCLC) and [11] (SCLC).[7] [9]
Abbreviations: FDG, fluorodeoxyglucose; H&P, history and physical; NCCN, National Comprehensive Cancer Network; PET-CT, positron emission tomography-computed tomography; RT, radiotherapy.
1—Timing of CT scans within Guidelines parameters is a clinical decision. 2—Previous areas treated with RT may show FDG avidity till 2 years; so, histologic confirmation of apparent “recurrent” disease is mandatory. Adapted from NCCN Guideline: Non-Small Cell Lung Cancer. Version 3.2020 (2).
Abbreviations: FDG-PET-CT, fluorodeoxyglucose positron emission tomography-computed tomography; MRI, magnetic resonance imaging; NCCN, National Comprehensive Cancer Network; PCI, prophylactic cranial irradiation; SCLC, small cell lung cancer.
Adapted from NCCN Guidelines: Small Cell Lung Cancer. Version 2.2022.
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Principles of Management
Multiple international guidelines for treatment of lung cancer exist, that is, NCCN and NICE.[9] [46] Surgery, RT, and systemic therapy are used either individually or in combination. Therapy type is determined by the histological type (NSCLC or SCLC), extent of disease, and fitness of the patient for curative surgery following multidisciplinary team assessment.[47] [Flowchart 2] highlights the main points in this complex management algorithm.
Image-guided thermal ablation treatment (IGTA) is a local ablative therapy that can be undertaken by interventional radiologist after an multidisciplinary team meeting decision is made to treat the patient with IGTA. Most often this treatment is reserved for localized disease with tumor size less than 3 cm in size and potentially operable, but other comorbidities preclude surgery. Various electromagnetic energies like radio frequency, microwave, or cryoablation are used to thermally ablate the lesion without affecting the adjacent normal lung tissue. One of the common complications of IGTA is pneumothorax.
Follow-Up Imaging and Management of Recurrent Disease Including Specific Interventional and Palliative Measures
[Tables 12] and [13] highlight the salient points in follow-up and management of recurrent disease.[9]
Abbreviations: MRI, magnetic resonance imaging; NCCN, National Comprehensive Cancer Network; PET-CT, positron emission tomography-computed tomography; SVC, superior vena cava.
Abbreviations: NCCN, National Comprehensive Cancer Network; RT, radiotherapy.
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Summary of Recommendations ([Flowchart 3])
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Initial imaging in lung cancer includes CECT thorax and 18F-FDG PET-CT aiming for accurate clinical staging both locoregionally and extrathoracic metastases.
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Invasive lymph node sampling is recommended for suspicious nodes detected on CT or PET scans.
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Contrast-enhanced brain MRI scan is recommended in advanced stage NSCLCs and in all stages of SCLCs.
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Different surveillance protocols are available and radiologists should be aware of pseudoprogression that can occur with ICI and therapy-related toxicities in the lungs and elsewhere in the body.
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Conflict of Interest
None declared.
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- 36 Seymour L, Bogaerts J, Perrone A. et al; RECIST working group. iRECIST: guidelines for response criteria for use in trials testing immunotherapeutics. Lancet Oncol 2017; 18 (03) e143-e152
- 37 Strange CD, Shroff GS, Truong MT, Nguyen Q-N, Vlahos I, Erasmus JJ. Imaging of the post-radiation chest in lung cancer. Clin Radiol 2022; 77 (01) 19-30
- 38 Huang K, Senthi S, Palma DA. et al. High-risk CT features for detection of local recurrence after stereotactic ablative radiotherapy for lung cancer. Radiother Oncol 2013; 109 (01) 51-57
- 39 Berghmans T, Dingemans AM, Hendriks LEL, Cadranel J. Immunotherapy for nonsmall cell lung cancer: a new therapeutic algorithm. Eur Respir J 2020; 55 (02) 1901907
- 40 Nishino M, Tirumani SH, Ramaiya NH, Hodi FS. Cancer immunotherapy and immune-related response assessment: the role of radiologists in the new arena of cancer treatment. Eur J Radiol 2015; 84 (07) 1259-1268
- 41 Nishino M, Sholl LM, Hodi FS, Hatabu H, Ramaiya NH. Anti-PD-1-related pneumonitis during cancer immunotherapy. N Engl J Med 2015; 373 (03) 288-290
- 42 Nishino M. Imaging of oncologic treatment-related pneumonitis: a focused review on emerging issues of immune checkpoint inhibitor pneumonitis, from the AJR special series on inflammation. AJR Am J Roentgenol 2022; 218 (01) 19-27
- 43 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 (24) 6051-6060
- 44 Johkoh T, Lee KS, Nishino M. et al. Chest CT diagnosis and clinical management of drug-related pneumonitis in patients receiving molecular targeting agents and immune checkpoint inhibitors: a position paper from the Fleischner Society. Radiology 2021; 298 (03) 550-566
- 45 Schneider BJ, Ismaila N, Aerts J. et al. Lung cancer surveillance after definitive curative-intent therapy: ASCO guideline. J Clin Oncol 2020; 38 (07) 753-766
- 46 Maconachie R, Mercer T, Navani N, McVeigh G. Guideline Committee. Lung cancer: diagnosis and management: summary of updated NICE guidance. BMJ 2019; 364: l1049
- 47 Choi JI. Medically inoperable stage I non-small cell lung cancer: best practices and long-term outcomes. Transl Lung Cancer Res 2019; 8 (01) 32-47
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24 January 2023
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- 39 Berghmans T, Dingemans AM, Hendriks LEL, Cadranel J. Immunotherapy for nonsmall cell lung cancer: a new therapeutic algorithm. Eur Respir J 2020; 55 (02) 1901907
- 40 Nishino M, Tirumani SH, Ramaiya NH, Hodi FS. Cancer immunotherapy and immune-related response assessment: the role of radiologists in the new arena of cancer treatment. Eur J Radiol 2015; 84 (07) 1259-1268
- 41 Nishino M, Sholl LM, Hodi FS, Hatabu H, Ramaiya NH. Anti-PD-1-related pneumonitis during cancer immunotherapy. N Engl J Med 2015; 373 (03) 288-290
- 42 Nishino M. Imaging of oncologic treatment-related pneumonitis: a focused review on emerging issues of immune checkpoint inhibitor pneumonitis, from the AJR special series on inflammation. AJR Am J Roentgenol 2022; 218 (01) 19-27
- 43 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 (24) 6051-6060
- 44 Johkoh T, Lee KS, Nishino M. et al. Chest CT diagnosis and clinical management of drug-related pneumonitis in patients receiving molecular targeting agents and immune checkpoint inhibitors: a position paper from the Fleischner Society. Radiology 2021; 298 (03) 550-566
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