Factors contributing to diagnostic delay of Caroli syndrome: a single-center, retrospective study

Investigation of treatment delay in a complex healthcare process using physician insurance claims data: an application to symptomatic carotid artery stenosis

BACKGROUND

Delays in diagnostic and therapeutic processes are a potentially preventable cause of morbidity and mortality. Process improvement depends on accurate knowledge about as-is processes, historically collected from front-line workers and summarized in flowcharts. Such flowcharts can now be generated by process discovery algorithms supplied with chronological records from real-world cases. However, these algorithms may generate incomprehensible flowcharts when applied to complex unstructured processes, which are common in healthcare. The aim of this study is to evaluate methods for analysing data from real-world cases to determine causes of delay in complex healthcare processes.

METHODS

Physician insurance claims and hospital discharge data were obtained for patients undergoing carotid endarterectomy at a single tertiary hospital between 2008 and 2014. All patients were recently symptomatic with vision loss. A chronological record of physician visits and diagnostic tests (activities) was generated for each patient using claims data. Algorithmic process discovery was attempted using the Heuristic Miner. The effect of activity selection on treatment delay was investigated from two perspectives: activity-specific effects were measured using linear regression, and patterns of activity co-occurrence were identified using K means clustering.

RESULTS

Ninety patients were included, with a median symptom-to-surgery treatment time of 34 days. Every patient had a unique sequence of activities. The flowchart generated by the Heuristic Miner algorithm was uninterpretable. Linear regression models of waiting time revealed beneficial effects of emergency and neurology visits, and detrimental effects of carotid ultrasound and post-imaging follow-up visits to family physicians and ophthalmologists. K-means clustering identified two co-occurrence patterns: emergency visits, neurology visits and CT angiography were more common in a cluster of rapidly treated patients (median symptom to surgery time of 18 days), whereas family physician visits, carotid ultrasound imaging and post-imaging follow-up visits to eye specialists were more common in a cluster of patients with treatment delay (median time of 57 days).

CONCLUSIONS

Routinely collected data provided a comprehensive account of events in the symptom-to-surgery process for carotid endarterectomy. Linear regression and K-means clustering can be used to analyze real-world data to understand causes of delay in complex healthcare processes.

Heritable Chronic Cholestatic Liver Diseases: A Review

Chronic cholestasis due to heritable causes is usually diagnosed in childhood. However, many cases can present and survive into adulthood. The time course varies considerably depending on the underlying etiology. Laboratory data usually reveal elevated conjugated hyperbilirubinemia, alkaline phosphatase, and gamma-glutamyl transpeptidase. Patients may be asymptomatic; however, when present, the typical symptoms are pruritus, jaundice, fatigue, and alcoholic stools. The diagnostic methods and management required depend on the underlying etiology. The development of genome-wide associated studies has allowed the identification of specific genetic mutations related to the pathophysiology of cholestatic liver diseases. The aim of this review was to highlight the genetics, clinical pathophysiology, presentation, diagnosis, and treatment of heritable etiologies of chronic cholestatic liver disease.

Caroli's Syndrome: A Case Report and Literature Review

Synonymous with congenital non-obstructive saccular or fusiform intra-hepatic duct dilatation and congenital communicating cavernous ectasia of the intra-hepatic biliary tract, Caroli's syndrome (CS) is an extremely rare fibro-polycystic liver disorder characterized by ductal plate malformation and consequent peri-portal fibrosis due to segmental intra-hepatic duct dilatation. No more than 200 cases of the syndrome have been reported since 1958. CS may affect one or both lobes of the liver, but more commonly it affects the left hepatic lobe. We describe a rare case of CS localized to the right hepatic lobe in a 21-year-old male, who presented with complaints of upper gastrointestinal (GI) bleeding without any signs or stigmata of chronic liver disease. Personal as well as family history was non-significant except positive for consanguineous parental marriage. General physical examination was unremarkable except for pallor, and upper GI endoscopy revealed columns of bandable esophageal varices which led us to a line of investigations to identify the cause of portal hypertension. Blood tests were non-specific, though imaging studies chiefly abdominal ultrasound, CT abdomen and pelvis with contrast, and magnetic resonance cholangiopancreatography (MRCP) led us to confirmation of the diagnosis of CS in the right hepatic lobe with manifestations of portal hypertension as the predominant feature. Diagnosis was confirmed on liver biopsy which showed right-sided cystic dilations with congenital hepatic fibrosis.

Esophagogastric variceal bleeding as debut of Caroli's syndrome

Caroli's disease is a congenital disease characterized by saccular or cystic dilatations of intrahepatic bile ducts. It is called Caroli's syndrome (CS) when intrahepatic dilations are associated with congenital hepatic fibrosis. CS is an infrequent cause of gastrointestinal bleeding in young people that should be considered when saccular dilatations of the bile duct are associated with portal hypertension (PHT). We present a rare case with gastrointestinal bleeding as first manifestation of CS: A 13-year-old woman with no relevant medical history was admitted to the hospital with an episode of hematemesis.