zithromax and Lipidoses

Drug-induced phospholipidosis is a lysosomal storage disorder characterized by the excess accumulation of tissue phospholipids. Although azithromycin can be used to induce phospholipidosis, no experimental studies evaluating the relationship between drug accumulation and phospholipid localization have been performed. In this study, azithromycin was orally administered to rats for 7 days, and the relationship between drug and phospholipid accumulation was performed using imaging mass microscopy. The administration of azithromycin induced tubular epithelial vacuolation in the inner stripe of the outer medulla of the kidney, consistent with the lamellar bodies that are typical manifestations of drug-induced phospholipidosis. Azithromycin and phospholipid tissue levels were extensively elevated in the kidneys of azithromycin-treated rats. Imaging mass microscopy revealed that both azithromycin and its metabolites were found in the kidneys of azithromycin-treated rats but not in control animals. The vacuolated areas of the kidneys were primarily found in the inner stripe of the outer medulla, consistent with the areas of high azithromycin concentration. Azithromycin was colocalized with several phospholipids-phosphatidylinositol (18:0/20:4), phosphatidylethanolamine (18:0/20:4 and 16:0/20:4), and possibly didocosahexaenoyl (C22:6)-bis(monoacylglycerol) phosphate, a putative biomarker of drug-induced phospholipidosis. In summary, we found correlations between regions of kidney damage and the accumulation of azithromycin, its metabolites, and phospholipids using imaging mass microscopy. Such analyses may help reveal the mechanism and identify putative biomarkers of drug-induced phospholipidosis.

Topics: Animals; Anti-Bacterial Agents; Azithromycin; Image Processing, Computer-Assisted; Kidney Diseases; Lipidoses; Male; Mass Spectrometry; Microscopy, Electron, Transmission; Phospholipids; Rats; Rats, Sprague-Dawley

Phospholipidosis is an adverse effect caused by numerous cationic amphiphilic drugs and can affect many cell types. It is characterized by the excess accumulation of phospholipids and is most reliably identified by electron microscopy of cells revealing the presence of lamellar inclusion bodies. The development of phospholipidosis can cause a delay in the drug development process, and the importance of computational approaches to the problem has been well documented. Previous work on predictive methods for phospholipidosis showed that state of the art machine learning methods produced the best results. Here we extend this work by looking at a larger data set mined from the literature. We find that circular fingerprints lead to better models than either E-Dragon descriptors or a combination of the two. We also observe very similar performance in general between Random Forest and Support Vector Machine models.

Topics: Animals; Artificial Intelligence; Databases, Factual; Drug Discovery; Humans; Lipidoses; Models, Biological; Phospholipids; Support Vector Machine

Di-docosahexaenoyl (C22:6)-bis(monoacylglycerol) phosphate (BMP) was identified as a promising phospholipidosis (PL) biomarker in rats treated with either amiodarone, gentamicin, or azithromycin. Sprague-Dawley rats received either amiodarone (150 mg/kg), gentamicin (100 mg/kg) or azithromycin (30 mg/kg) once daily for ten consecutive days. Histopathological examination of tissues by transmission electron microscopy (TEM) indicated different degrees of accumulation of phospholipidosis in liver, lung, mesenteric lymph node, and kidney of drug-treated rats but not controls. Liquid chromatography coupled to mass spectrometry (LC/MS) was used to identify levels of endogenous biochemical profiles in rat urine. Urinary levels of di-docosahexaenoyl (C22:6)-bis(monoacylglycerol) phosphate (BMP) correlated with induction of phospholipidosis for amiodarone, gentamicin and azithromycin. Rats treated with gentamicin also had increased urinary levels of several phosphatidylinositol (PI), phosphatidylcholine (PC), and phosphatidylethanolamine (PE) species.

Topics: Amiodarone; Animals; Anti-Arrhythmia Agents; Anti-Bacterial Agents; Azithromycin; Biomarkers; Chromatography, Liquid; Dose-Response Relationship, Drug; Gentamicins; Kidney; Lipidoses; Liver; Lung; Lymph Nodes; Lysophospholipids; Magnetic Resonance Imaging; Male; Microscopy, Electron; Phosphatidylcholines; Phosphatidylethanolamines; Phosphatidylinositols; Phospholipids; Rats; Rats, Sprague-Dawley; Spectrometry, Mass, Electrospray Ionization; Time Factors