CT Imaging Patterns in Major Histological Types of Lung Cancer.
Cristina Mihaela CiofiacMădălin MămuleanuLucian Mihai FlorescuIoana Andreea GheoneaPublished in: Life (Basel, Switzerland) (2024)
Lung cancer ranks as the second most prevalent cancer globally and is the primary contributor to neoplastic-related deaths. The approach to its treatment relies on both tumour staging and histological type determination. Data indicate that the prognosis of lung cancer is strongly linked to its clinical stage, underscoring the importance of early diagnosis in enhancing patient outcomes. Consequently, the choice of an appropriate diagnostic method holds significant importance in elevating both the early detection rate and prognosis of lung cancer. This paper aims to assess computer tomography features specific to the most common lung cancer types (adenocarcinoma, squamous cell carcinomas and small cell lung cancer). Data were collected retrospectively from CT scans of 58 patients pathologically diagnosed with lung cancer. The following CT features were evaluated and recorded for each case: location, margins, structure, lymph node involvement, cavitation, vascular bundle-thickening, bronchial obstruction, and pleural involvement. Squamous cell carcinoma (SQCC) and small cell lung cancer (SCLC) showed a higher incidence of central location, while adenocarcinoma (ADC) showed a significant predilection for a peripheral location. Internal cavitation was mostly observed in SQCC, and a solid structure was observed in almost all cases of ADC. These features can provide information about the prognosis of the patient, considering that NSCLCs are more frequent but tend to demonstrate positive results for targetable driver mutations, such as EGFR, thereby increasing the overall survival. In addition, SCLC presents with early distant spreads, which limits the opportunity to investigate the evolution of tumorigenesis and gene alterations at early stages but can have a rapidly positively response to chemotherapy. The location of the lung cancer exhibits distinct forecasts, with several studies suggesting that peripheral lung tumours offer a more favourable prognosis. Cavity formation appears correlate with a poorer prognosis. Histopathological analysis is the gold standard for diagnosing the type of lung cancer; however, using CT scanning for the purpose of a rough, but fast, preliminary diagnosis has the potential to shorten the waiting time for treatment by helping clinicians and patients to know more about the diagnosis and prognosis.
Keyphrases
- small cell lung cancer
- lymph node
- squamous cell carcinoma
- computed tomography
- end stage renal disease
- contrast enhanced
- chronic kidney disease
- squamous cell
- image quality
- ejection fraction
- magnetic resonance imaging
- locally advanced
- electronic health record
- high resolution
- newly diagnosed
- positron emission tomography
- peritoneal dialysis
- mass spectrometry
- early stage
- risk factors
- prognostic factors
- gene expression
- machine learning
- tyrosine kinase
- big data
- young adults
- case report
- radiation therapy
- decision making
- epidermal growth factor receptor
- brain metastases
- papillary thyroid
- copy number
- drug induced
- diffusion weighted imaging
- childhood cancer