OBJECTIVES: This study evaluated the role of ultrasound in postoperative care after major lung resection. BACKGROUND: High accuracy of lung ultrasound imaging was proved in various medical fi elds. The experience with ultrasound after thoracic surgery is limited. METHODS: Patients scheduled for major lung resection were consecutively included in a prospective study comparing two modalities of imaging examinations, namely those employing ultrasound and X-ray in the diagnoses of pneumothorax and pleural effusion. Two examinations were performed. One after recovery from anaesthesia, the second before chest tube removal. RESULTS: Forty-eight patients underwent 87 examinations. X-ray and ultrasound examinations showed substantial and fair agreements for pneumothorax (Cohen's kappa coeffi cients 0.775 and 0.397) and slight and substantial agreements for pleural effusion (Cohen's kappa coeffi cients 0.036 and 0.611). The sensitivity bounds for pneumothorax were 45.5-58.5 % at the fi rst and 29.7-59.4 % at the second examination. Sensitivity bounds for pleural effusion were 0-86.2 % at the fi rst and 32.6-36.9 % at the second examination. Except for two cases of pneumothorax being missed by X-ray imaging, the rest of mismatches were clinically irrelevant conditions with no impact on clinical decision and patient's outcome. CONCLUSION: The use of ultrasound can reduce the number of X-ray examinations and thus lower the radiation exposure after major lung resections (Tab. 4, Ref. 30).
Targeting metabolomic pathways is a promising strategy for cancer treatment. Alterations in the metabolomic state have also an epigenetic impact making the metabolomic studies even more interesting. We explored metabolomic changes in blood plasma of patients with primary and secondary lung cancer and tried to explore their origin. We also applied a discrimination algorithm on the data. In the study, blood samples from 132 patients with primary lung cancer, 47 with secondary lung cancer, and 77 subjectively healthy subjects without any cancer history were used.The samples were measured by NMR spectroscopy. PCA and PLSDA analyzes did not distinguish between patients with primary and secondary lung tumors. Accordingly, no significantly changed levels of plasmatic metabolites were found between these groups. When comparing with healthy controls, significantly increased glucose, citrate, acetate, 3-hydroxybutyrate, and creatinine balanced with decreased pyruvate, lactate, alanine, tyrosine, and tryptophan were found as a common feature of both groups. Metabolomic analysis of blood plasma showed considerable proximity of patients with primary and secondary lung cancer. The changes observed can be partially explained as cancer-derived and also as changes showing ischemic nature. Random Forrest discrimination based on the relative concentration of metabolites in blood plasma performed very promising with AUC of 0.95 against controls; however noticeable parts of differencing metabolites are overlapping with those observed after ischemic injury in other studies.
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