To explore the application of radiomic analysis in differential diagnosis of renal cell carcinoma in patients with hydronephrosis and renal calculi using supervised machine learning methods.The abdominal CT scan data were retrospectively analyzed for 66 patients with pathologically confirmed hydronephrosis and renal calculi, among whom 35 patients had renal cell carcinoma. In each case 18 non-texture features and 344 texture features were extracted from the region of interest (ROI). Infinite feature selection (InfFS)-based forward feature selection method coupled with support vector machine (SVM) classifier was used to select the optimal feature subset. SVM was trained and performed the prediction using the selected feature subset to classify whether hydronephrosis with renal calculi was associated with renal cell carcinoma.A total of 12 texture features were selected as the optimal features. The area under curve (AUC), accuracy, sensitivity, specificity, false positive rate and false negative rate of the SVM- InfFS model for predicting accompanying renal tumors in patients with hydronephrosis and calculi were 0.907, 81.0%, 70.0%, 90.9%, 9.1%, and 30.0%, respectively. The diagnostic accuracy, sensitivity, specificity, false positive and false negative rates by the clinicians provided with these classification results were 90.5%, 80.0%, 100%, 0.00%, and 20.0%, respectively.The computer-aided classification model based on supervised machine learning can effectively extract the diagnostic information and improve the diagnostic rate of renal cell carcinoma associated with hydronephrosis and renal calculi.
Carcinoma, Renal Cell ; diagnosis ; Diagnosis, Differential ; Humans ; Hydronephrosis ; diagnosis ; Kidney Calculi ; Kidney Neoplasms ; diagnosis ; Retrospective Studies

OBJECTIVE: This study examined the clinical significance of microscopic hematuria and grade of hydronephrosis in ureteral calculi patients visiting the emergency department (ED). METHODS: The EDs of two medical centers were reviewed retrospectively from August 1, 2012 to July 31, 2017. The total ureteral calculi patients were 2,069 and 1,593 patients were analyzed after exclusion. The normal range of microscopic hematuria in both medical centers was 0–5/high power field (HPF) of red blood cell in urinalysis. Therefore, microscopic hematuria more than 5/HPF was defined as positive. The size of the stone, grade of hydronephrosis (normal, mild, moderate, and severe) and location of ureteral calculi in the non-contrast abdomen and pelvis computed tomography (CT) was measured by one person at each medical center using same method. The patients with or without microscopic hematuria and grade of hydronephrosis were then compared. RESULTS: The median size of the ureteral calculi patients without and with microscopic hematuria was 5.4 mm (range, 3.8–9.0 mm) and 4.0 mm (range, 3.0–5.8 mm) (P < 0.001). The patients grouped as normal to mild, and moderate to severe hydronephrosis, without microscopic hematuria was 191 (16.5%) and 91 (20.9%), respectively. On the other hand, microscopic hematuria was 966 (83.5%) and 345 (79.1%) (P=0.042). According to the location of ureteral calculi, with and without microscopic hematuria was 81.9% and 18.1% in the upper ureter, 82.9% and 17.1% in the mid ureter, and 82.6% and 17.4% in the lower ureter, respectively (P=0.935). CONCLUSION: The median size of the stone and grade of hydronephrosis were related to microscopic hematuria but the location of the ureteral calculi was not related. Therefore, in cases without microscopic hematuria in suspected ureteral calculi, clinicians should check the abdomen and pelvis CT for an accurate diagnosis and treatment of ureteral calculi.
Abdomen ; Diagnosis ; Emergencies ; Emergency Service, Hospital ; Erythrocytes ; Hand ; Hematuria ; Humans ; Hydronephrosis ; Methods ; Pelvis ; Reference Values ; Retrospective Studies ; Ureter ; Ureteral Calculi ; Urinalysis

The present article demonstrates an unusual case of bilateral lower extremity edema caused by neurogenic areflexic bladder as the first physical symptom of diabetes. A 52-year-old man presented to the emergency department because of massive edema of his lower limbs. The edema had been present for 2 weeks, was symmetrical, and was progressively covering the lower limbs up to the inguinal area, scrotal bag, and penis and was accompanied by dysuria and an interrupted urine stream. Laboratory findings revealed a serum glucose level of 657 mg/dL and glycated hemoglobin (HbA1c) level of 15.6%. Computed tomography (CT) of the abdomen and pelvis revealed marked enlargement of the bladder with bilateral hydronephrosis and hydroureter. In addition, CT demonstrated bilateral compression of the iliac veins caused by the enlarged bladder. This case highlights the importance of a broad differential diagnosis for patients with diabetes and extensive peripheral edema. Neurogenic bladder should be considered in the differential diagnosis, even in newly diagnosed diabetic patients.
Abdomen ; Blood Glucose ; Diabetes Complications ; Diabetes Mellitus, Type 2 ; Diagnosis, Differential ; Dysuria ; Edema ; Emergency Service, Hospital ; Hemoglobin A, Glycosylated ; Humans ; Hydronephrosis ; Iliac Vein ; Lower Extremity ; Male ; Middle Aged ; Pelvis ; Penis ; Rivers ; Urinary Bladder ; Urinary Bladder, Neurogenic

BACKGROUND: Unenhanced computed tomography (UCT) may be useful for evaluating acute pyelonephritis; however, no study has compared UCT with enhanced computed tomography (ECT) as a diagnostic tool. We evaluated a clinical usefulness of UCT versus ECT in acute pyelonephritis (APN). METHODS: We reviewed the clinical and radiological data from 183 APN-suspected patients who underwent UCT and ECT simultaneously at emergency room (ER) over a two-year period. Demographic, clinical parameters and computed tomography (CT) parameters of 149 patients were compared. RESULTS: The average patient age was 61.2 (± 10) years: 31 patients were men. Ninety-nine (66.4%) patients showed stones (18.7%), perinephric infiltration (56%), swelling (21%), and hydronephrosis (6.7%) on UCT. Seventeen patients (11.4%) had an atypical clinical course, requiring additional tests for accurate diagnosis. In 7 patients UCT and ECT results did not differ; in 10 patients, the diagnosis changed on ECT. On ECT, 112/149 (75.2%) patients had stones (16.7%), perinephric infiltrations (57%), swelling (21%), and hydronephrosis (6.7%); 62.5% showed parenchymal involvement: 34 (22.8%) patients had no abnormal ECT findings. APN CT findings are similar on stone, perinephric infiltration, swelling and hydronephrosis on both CTs. Twelve patients (8.0%) had an abnormal ECT finding, i.e., low-grade (1 and 2) parenchymal involvement. Six (4%) patients developed contrast-induced acute kidney injury within 2 days after ECT. CONCLUSION: We demonstrate that UCT is not inferior to ECT as an initial tool for evaluating APN for screening nephrolithiasis and hydronephrosis without the risk of contrast-induced acute kidney injury (CIAKI). However, patients with an atypical clinical course may still need ECT.
Acute Kidney Injury ; Diagnosis ; Emergency Service, Hospital ; Humans ; Hydronephrosis ; Male ; Mass Screening ; Nephrolithiasis ; Pyelonephritis*

PURPOSE: To study the clinical application of low-dose unenhanced computed tomography with iterative reconstruction technique (LDCT-IR) on renal colic in the emergency department. MATERIALS AND METHODS: We conducted a prospective, single-blinded, randomized, and non-inferiority study. From March 2014 to August 2015, 112 patients with renal colic were included, and were randomized to either LDCT-IR (n=46) or standard-dose unenhanced CT (SDCT) (n=66) groups. The accuracy of urolithiasis diagnosis was the primary endpoint of this study. Radiation dose, size and location of the stone, hydronephrosis, other diseases except urolithiasis, and results of treatment were analyzed between the two groups. RESULTS: The average effective dose radiation of SDCT was approximately four times higher than that of LDCT-IR (6.52 mSv vs. 1.63 mSv, p < 0.001). There was no significant difference in the accuracy of ureteral stone diagnosis between the two groups (LDCT-IR group: 96.97% vs. SDCT group: 98.96%, p=0.392). No significant difference was observed regarding the size and location of a stone, hydronephrosis, and diagnosis of other diseases, except urolithiasis. False negative results were found in two LDCT-IR patients and in one SDCT patient. In these patients, stones were misread as vascular calcification, and were difficult to diagnose because evidence of hydronephrosis and ureteral dilatation was not found. CONCLUSION: LDCT-IR, as a first-line imaging test, was non-inferior to SDCT with respect to diagnosis of ureter stones, and was clinically available for the evaluation of renal colic.
Diagnosis* ; Dilatation ; Emergency Service, Hospital ; Humans ; Hydronephrosis ; Prospective Studies ; Renal Colic ; Ureter* ; Urolithiasis ; Vascular Calcification

PURPOSE: To determine the relationship between vaginal reflux (VR) and urinary tract infection (UTI) in female children aged < 36 months. METHODS: A single center retrospective study was performed for 191 girls aged < 36 months, with a diagnosis of febrile UTI, who underwent a voiding cystourethrography (VCUG) for assessment of vesicoureteral reflux (VUR) at Sanggye Paik Hospital. Fifty-one girls, who underwent VCUG for assessment of congenital hydronephrosis or renal pelvis dilatation, without a UTI, formed the control group. The correlation between the presence and grade of VR and UTI was evaluated. RESULTS: The prevalence rate of VR was higher in the UTI (42.9%) than control (13.7%) group (P < 0.05), with a higher VR severity grade in the UTI (mean, 0.64) than control (mean, 0.18) group (P < 0.05). On subanalysis with age-matching (UTI group: n=126, age, 5.28±2.13 months; control group: n=22, age, 4.79±2.40 months; P=0.33), both VR prevalence (43.65% vs. 18.18%, P < 0.05) and grade (0.65 vs. 0.22, P < 0.05) remained higher in the UTI than control group. Presence and higher grade of VR were associated with UTI recurrence (P < 0.05). VR was correlated to urosepsis (P < 0.05). The renal defect rate of patients with VR (VR [+]/VUR [+]) was not different from that of patients without VR (74% vs. 52%, P=0.143) in the VUR group; however, it was higher than that of VR (+)/VUR (−) patients (74% vs. 32%, P=0.001). If a child with VR (+)/VUR (+) is exposed to a UTI, the risk of renal defect increases. CONCLUSION: Occurrence of VR is associated with UTI recurrence and urosepsis in pediatric female patients.
Child ; Diagnosis ; Dilatation ; Female ; Humans ; Hydronephrosis ; Kidney Pelvis ; Prevalence ; Recurrence ; Retrospective Studies ; Urinary Tract Infections ; Urinary Tract ; Vesico-Ureteral Reflux

Neonatal Marfan syndrome (nMFS) is considered to be on the most severe end of the spectrum of type I fibrillinopathies. The common features of nMFS include ascending aortic dilatation, severe mitral and/or tricuspid valve insufficiency, ectopia lentis, arachnodactyly, joint contractures, crumpled ear, loose skin, and pulmonary emphysema.We describe a newborn male diagnosed with nMFS. He presented several atypical features, such as diaphragmatic eventration, severe hydronephrosis with hydroureter, and dilated cisterna magna. Molecular analysis revealed a missense mutation at nucleotide 3217 (c.3217G>A) in exon 26 of the fibrillin-1 (FBN1) gene, resulting in the substitution of a glutamate for a lysine at codon 1073 (E1073K) in the 12th calcium binding epidermal growth factor-like domain of the FBN1 protein. Here we report a rare case of Nmfs with several combined atypical features, such as diaphragmatic eventration, severe hydronephrosis with hydroureter, and dilated cisterna magna. Our report is the first atypical nMFS case with p.Glu1073Lys mutation of FBN1 in Korea and may help clinicians with the diagnosis and follow-up of atypical nMFS.
Arachnodactyly ; Calcium ; Cisterna Magna ; Codon ; Contracture ; Diagnosis ; Diaphragmatic Eventration ; Dilatation ; Ear ; Ectopia Lentis ; Exons ; Follow-Up Studies ; Glutamic Acid ; Humans ; Hydronephrosis ; Infant, Newborn ; Joints ; Korea* ; Lysine ; Male ; Marfan Syndrome* ; Mutation, Missense ; Skin ; Tricuspid Valve Insufficiency

Nephrogenic diabetes insipidus (NDI) can cause nonobstructive hydronephrosis. Congenital NDI (CNDI) is caused by a genetic mutation. This case report presents a 12-year-old girl who was incidentally diagnosed with nonobstructive hydronephrosis due to NDI caused by AQP2 gene mutation after being evaluated for microscopic hematuria found on routine health examination at school. The patient's medical and family history was unremarkable, and she complained of nocturia only at the time of the clinic visit. Bilateral hydronephrosis on abdominal ultrasonography prompted a water deprivation test, leading to diagnosis of NDI. Genetic study confirmed p.Asn (AAC)123Ser (AGC) in exon 2 of the AQP2 gene. Polyuria and hydronephrosis improved following arginine-vasopressin therapy. CNDI responsive to treatment should be considered as a possible cause of nonobstructive hydroureter.
Ambulatory Care ; Child ; Diabetes Insipidus, Nephrogenic* ; Diagnosis ; Exons ; Female ; Hematuria ; Humans ; Hydronephrosis* ; Nocturia ; Polyuria ; Ultrasonography ; Water Deprivation

PURPOSE: Early diagnosis and treatment of urinary tract infection have been emphasized to prevent renal scarring. If untreated, acute pyelonephritis could cause renal injury, which leads to renal scarring, hypertension, proteinuria, and chronic renal failure. The purpose of this study was to assess risk factors of renal scarring after treatment of acute pyelonephritis (APN). METHODS: The medical records of 59 patients admitted at Daegu Fatima Hospital because of APN between March 2008 and April 2015 whose renal cortical defects were confirmed by using initial technetium-99m dimercaptosuccinic acid (DMSA) scans were reviewed retrospectively. We divided 59 patients into 2 groups according to the presence of renal scar and assessed risk factors of renal scar, including sex, age at diagnosis, feeding method, hydronephrosis, bacterial species, vesicoureteral reflux, and vesicoureteral reflux grade. RESULTS: Of 59 patients (41%), 24 showed renal scar on follow-up DMSA scan. No significant differences in sex, hydronephrosis, bacterial species, and fever duration were found between the renal-scarred and non-scarred groups. As for age at diagnosis, age of >12 months had 5.8 times higher incidence rate of renal scarring. Vesicoureteral reflux (VUR) affected renal scar formation. VUR grade III or IV had 14.7 times greater influence on renal scar formation than VUR grade I or II. CONCLUSION: Our data suggest that the presence of VUR and its grade and age at diagnosis are risk factors of renal scar on follow-up DMSA scan after APN.
Child* ; Cicatrix* ; Daegu ; Diagnosis ; Early Diagnosis ; Feeding Methods ; Fever ; Follow-Up Studies* ; Humans ; Hydronephrosis ; Hypertension ; Incidence ; Kidney Failure, Chronic ; Medical Records ; Proteinuria ; Pyelonephritis* ; Retrospective Studies ; Risk Factors ; Succimer* ; Urinary Tract Infections ; Vesico-Ureteral Reflux

PURPOSE: Congenital anomalies of the kidneys and urinary tract (CAKUT) are the most common anomalies identified in newborns. This study aims to demonstrate the prevalence of CAKUT including hydronephrosis diagnosed by antenatal and postnatal ultrasound over a five-year period. METHODS: The records of births between May 1st, 2009 and April 30th, 2014 at our hospital were collected. The number of infants who underwent renal ultrasound after birth for the detection of CAKUT was counted. The incidence of each type of CAKUT such as hydronephrosis, size abnormality, horseshoe kidney, and Multicystic dysplastic kidney (MCDK) was retrospectively evaluated for antenatal screening and postnatal follow-up examination. RESULTS: During the study period, 33,276 infants were born and 521 neonates underwent postnatal renal ultrasound. 183 cases of CAKUT were detected prenatally and 140 postnatally using ultrasonographic examinations at the following time: (i) 3-7 days postnatally in 123 newborns (87.9%), (ii) during 1-3 months in 11 newborns (7.9%), and (iii) later than 3 months in 6 newborns (4.3%). Among diagnosed CAKUT, hydronephrosis was the most common anomaly with 113 newborns diagnosed prenatally and 46 postnatally. Duplex kidney was the second most common anomaly followed by horseshoe kidney, simple cysts in the kidney and so on. CONCLUSION: The detection of CAKUT is an important part of the prenatal ultrasound. This study analyzed the prevalence of CAKUT detected on prenatal screening and compared the results to those detected postnatally. Prenatal ultrasound screening fulfills the needs of postnatal examinations and therefore, both antenatal and postnatal sonographic investigations are of vital importance for diagnosis of renal and urinary tract anomalies.
Diagnosis ; Follow-Up Studies ; Humans ; Hydronephrosis ; Incidence* ; Infant ; Infant, Newborn ; Kidney* ; Mass Screening ; Multicystic Dysplastic Kidney ; Parturition ; Prenatal Diagnosis ; Prevalence ; Retrospective Studies ; Ultrasonography* ; Urinary Tract*