Predictive Performance of Radiomic Features Extracted from Breast MR Imaging in Postoperative Upgrading of Ductal Carcinoma in Situ to Invasive Carcinoma.

PURPOSE: To investigate the predictive performance of radiomic features extracted from breast MRI for upgrade of ductal carcinoma in situ (DCIS) to invasive carcinoma. METHODS: This retrospective study included 71 women with DCIS lesions diagnosed preoperatively by biopsy. All women underwent breast dynamic contrast-enhanced (DCE) MRI of the breast, which included pre-contrast and five post-contrast phases continuously with a time resolution of 60s. Lesion segmentation was performed manually, and 144 radiomic features of the lesions were extracted from T2-weighted images (T2WI), pre-contrast T1-weighted images (T1WI), and post-contrast 1st, 2nd, and 5th phase subtraction images on DCE-MRI. Qualitative features of mammography, ultrasound, and MRI were also assessed. Clinicopathological features were evaluated using medical records. The least absolute shrinkage and selection operator (LASSO) algorithm was applied for features selection and model building. The predictive performance of postoperative upgrade to invasive carcinoma was assessed using the area under the receiver operating characteristic curve. RESULTS: Surgical specimens revealed 13 lesions (18.3%) that were upgraded to invasive carcinoma. Among clinicopathological and qualitative features, age was the only significant predictive variable. No significant radiomic features were observed on T2WI and post-contrast 2nd phase subtraction images on DCE-MRI. The area under the curves (AUCs) of the LASSO radiomics model integrated with age were 0.915 for pre-contrast T1WI, 0.862 for post-contrast 1st phase subtraction images, and 0.833 for post-contrast 5th phase subtraction images. The AUCs of the 200-times bootstrap internal validations were 0.885, 0.832, and 0.775. CONCLUSION: A radiomics approach using breast MRI may be a promising method for predicting the postoperative upgrade of DCIS. The present study showed that the radiomic features extracted from pre-contrast T1WI and post-contrast subtraction images in the very early phase of DCE-MRI were more predictable.

Prognostic significance of acute kidney injury after reperfused ST-elevation myocardial infarction: synergistic acceleration of renal dysfunction and left ventricular remodeling.

BACKGROUND: Acute kidney injury (AKI) after myocardial infarction is associated with poor clinical outcome. However, mechanisms of the adverse effect of AKI on clinical outcome after reperfused ST-elevation myocardial infarction (STEMI) have not been fully elucidated. METHODS AND RESULTS: We examined 141 consecutive patients with reperfused first anterior STEMI. AKI was defined as an increase in serum creatinine of >or=0.3mg/dL within 48hours after admission. Patients with AKI had higher incidence of in-hospital cardiac death (P=.0004) and major adverse cardiac events (MACE, P=.020) during a mean of 39+/-40 (range, 1 to 96) months than those without, in association with adverse left ventricular (LV) remodeling. White blood cell count on admission and peak C-reactive protein were higher in patients with than those without AKI. Plasma norepinephrine on admission, interleukin-6, brain natriuretic peptide, and malondialdehyde-modified low-density lipoprotein 2 weeks after STEMI were higher in patients with AKI than those without AKI. Cox proportional hazards model analysis revealed AKI was an independent predictor of MACE (hazard ratio=2.38, P=.019). CONCLUSIONS: AKI was a strong predictor of MACE in association with adverse LV remodeling. Enhanced inflammatory response, oxidative stress, and neurohormonal activation may synergistically accelerate renal dysfunction and LV remodeling after STEMI.

Re-elevation of D-dimer as a predictor of re-dissection and venous thromboembolism after Stanford type B acute aortic dissection.

D-dimer measurement is a useful complementary initial diagnostic marker in patients with acute aortic dissection (AAD). However, it has not been clarified whether serial measurements of D-dimer are useful during in-hospital management of Stanford type B AAD. We studied 30 patients who were admitted with diagnosis of Stanford type B AAD and treated conservatively. D-dimer was serially measured on admission and then every 5 days during hospitalization. Patients were divided into two groups according to the presence or absence of re-elevation of D-dimer during hospitalization, in which D-dimer transition were biphasic and latter peak >10.0 µg/ml. Re-elevation of D-dimer was observed in 17 patients. There were no differences in atherosclerotic risk factors, blood pressure on admission, D-dimer level on admission, extent of AAD, and false lumen patency. Patients with re-elevation of D-dimer showed higher incidence of re-dissection and/or venous thromboembolism (VTE). Peak D-dimer level in patients with re-dissection and/or VTE was significantly higher than that without these complications (p = 0.005). In conclusion, serial measurements of D-dimer are useful for early detection of re-dissection or VTE in patients with Stanford type B AAD, which may contribute to the prevention of disastrous consequences such as pulmonary embolism and extension of AAD.

Increased epicardial fat volume quantified by 64-multidetector computed tomography is associated with coronary atherosclerosis and totally occlusive lesions.

BACKGROUND: The relationship between the epicardial fat volume measured by 64-slice multidetector computed tomography (MDCT) and the extension and severity of coronary atherosclerosis was investigated. METHODS AND RESULTS: Both MDCT and conventional coronary angiography (CAG) were performed in 71 consecutive patients who presented with effort angina. The volume of epicardial adipose tissue (EAT) was measured by MDCT. The severity of coronary atherosclerosis was assessed by evaluating the extension of coronary plaques in 790 segments using MDCT data, and the percentage diameter stenosis in 995 segments using CAG data. The estimated volume of EAT indexed by body surface area was defined as VEAT. Increased VEAT was associated with advanced age, male sex, degree of metabolic alterations, a history of acute coronary syndrome (ACS) and the presence of total occlusions, and showed positive correlation with the stenosis score (r=0.28, P=0.02) and the atheromatosis score (r=0.67, P<0.0001) of the coronary arteries. Multiple logistic regression analysis revealed an increased VEAT (>or=50 cm(3)/m(2)) to be the strongest independent determinant of the presence of total occlusions (odds ratio 4.64, P=0.02). CONCLUSIONS: VEAT correlates with the degree of metabolic alterations and coronary atheromatosis. Excessive accumulation of EAT might contribute to the development of ACS and coronary total occlusions.

[A case of diabetic glomerulosclerosis without concurrent diabetes mellitus].

Diabetic nephropathy is a complication of diabetes mellitus that is characterized by the appearance of diffuse and nodular glomerulosclerosis A 46-year-old man presented with generalized edema. He had severe nephrotic syndrome, renal insufficiency and hypertension without a family history or clinical evidence of diabetes mellitus. Oral glucose tolerance test showed impaired glucose tolerance, but several fasting plasma glucose determinations and serum hemoglobin A1c levels were normal. Renal biopsy revealed nodular and diffuse glomerulosclerosis characteristic of diabetic nephropathy. The present case demonstrates that nodular glomerulosclerosis may be present without clinically overt diabetes mellitus.

Sudden cardiac arrest: associated with anomalous origin of the right coronary artery from the left main coronary artery.

Anomalous origin of the coronary artery from the opposite sinus of Valsalva and a course of that artery between the ascending aorta and the pulmonary artery is a rare congenital anomaly. It can cause myocardial ischemia, syncope, and sudden cardiac death in young people. Herein, we report the case of a 24-year-old man who was brought to our hospital after cardiac arrest due to ventricular fibrillation. Emergent coronary angiography revealed that the left coronary artery was normal; however, the right coronary artery originated at the left sinus of Valsalva. After admission, the patient was treated with mild therapeutic hypothermia for 48 hours and had a favorable neurologic recovery. Subsequent 16-slice multidetector computed tomography revealed that the right coronary artery arose from the left main coronary artery, took an intramural course, and was severely compressed between the ascending aorta and the pulmonary artery. The patient underwent direct implantation of the anomalous artery into the correct aortic sinus. Histologic specimens from the proximal end of the right coronary artery showed an intramural segment with intimal fibrous thickening, fragmentation and random arrangement of the elastic fiber, degeneration of the medial smooth-muscle cells, and an increase in the medial stromal substance. Postoperatively, repeat coronary angiography with provocation testing for coronary spasm revealed no myocardial ischemic change. The patient recovered uneventfully. We found that cardiac multidetector computed tomography was useful in evaluating the cause of the sudden cardiac arrest, identifying the anomalous coronary artery, and helping to guide the surgical decisions.

Early use of beta-blockers attenuates systemic inflammatory response and lung oxygenation impairment after distal type acute aortic dissection.

We have reported that serum C-reactive protein (CRP) elevation is an independent predictor of lung oxygenation impairment (LOI) after distal type acute aortic dissection (AAD). Systemic activation of the inflammatory system after aortic injury may play a role in the development of LOI. The aim of this study is to clarify the effect of beta-blockers on systemic inflammation and the development of LOI after distal type AAD. A total of 49 patients, who were admitted with distal type AAD and treated conservatively, were examined. White blood cell (WBC) count, serum CRP level, and arterial blood gases were measured serially. Forty patients received beta-blocker treatment within 24 h of the onset, while 9 patients received no beta-blocker treatment. Maximum WBC count, maximum CRP level, lowest PaO(2)/FiO(2) (P/F) ratio, and patient background were compared between the two groups. There was no difference between the groups according to age, sex, coronary risk factors, blood pressure, serum level of CRP, WBC count, and oxygenation index on admission. Beta-blocker treatment was associated with lower maximum WBC count (P = 0.0028) and lower maximum serum CRP level (P = 0.0004). The minimum P/F ratio was higher in patients with beta-blocker treatment than in those without (P = 0.0076). Multivariate analysis revealed that administration of a beta-blocker was an independent negative determinant of LOI (P/F ratio < or = 200 mmHg). In conclusion, early use of beta-blockers prevented excessive inflammation and LOI after distal type AAD, suggesting a pleiotropic effect of beta-blockers on the inflammatory response after AAD.

Extrinsic compression of the left main coronary artery by atrial septal defect.

On rare occasions, extrinsic compression of the coronary artery can cause significant stenosis. We report a 42-year-old woman who was referred to our hospital for surgical repair of atrial septal defect. Cardiac 64-slice multi-detector computed tomography before the operation revealed the extrinsic compression of the proximal left main coronary artery by the marked dilatation of pulmonary trunk. The patient eventually underwent atrial septal defect closure and coronary artery bypass simultaneously. Four months after the operation, multi-detector computed tomographic scan revealed reduction of pulmonary trunk diameter and resolution of left main coronary artery narrowing.