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Published on: June 3, 2014
High-throughput microfluidic spheroid technology for early detection of colistin-induced nephrotoxicity with
Yugyeong Lee1, Yunsang Choi2, Ju Lan Chun3
1Department of Biomedical Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Korea. nanopark@skku.edu.
Abstract:
Colistin is essential for treating multidrug-resistant Gram-negative bacterial infections but has significant nephrotoxic side effects. Traditional approaches for studying colistin's nephrotoxicity are challenged by the rapid metabolism of its prodrug, colistin methanesulfonate and the difficulty of obtaining adequate plasma from critically ill patients. To address these challenges, we developed the Spheroid Nephrotoxicity Assessing Platform (SNAP), a microfluidic device that efficiently detects colistin-induced toxicity in renal proximal tubular epithelial cell (RPTEC) spheroids within 48 hours using just 200 μL of patient plasma. Our findings demonstrate that SNAP not only promotes higher expression of kidney-specific markers aquaporin-1 (AQP1) and low-density lipoprotein receptor-related protein 2 (LRP2) compared to traditional two-dimensional (2D) cultures, but also exhibits increased sensitivity to colistin, with significant toxicity detected at concentrations of 50 μg ml-1 and above. Notably, SNAP's non-invasive method did not identify nephrotoxicity in plasma from healthy donors, thereby confirming its physiological relevance and showcasing superior sensitivity over 2D cultures, which yielded false-positive results. In clinical validation, SNAP accurately identified patients at risk of colistin-induced nephrotoxicity with 100% accuracy for both early and late onset and demonstrated a 75% accuracy rate in predicting the non-occurrence of nephrotoxicity. These results underline the potential of SNAP in personalized medicine, offering a non-invasive, precise and efficient tool for the assessment of antibiotic-induced nephrotoxicity, thus enhancing the safety and efficacy of treatments against resistant bacterial infections.
Insights
A new platform, SNAP, accurately predicts colistin-induced kidney damage using patient plasma. This microfluidic device offers a sensitive and efficient tool for personalized antibiotic treatment, improving patient safety.
Area of Science:
- Nephrology
- Pharmacology
- Biomedical Engineering
Background:
- Colistin is vital for treating multidrug-resistant Gram-negative infections.
- Colistin causes significant nephrotoxicity, posing a clinical challenge.
- Current methods for assessing colistin nephrotoxicity are limited by drug metabolism and plasma availability.
Purpose of the Study:
- To develop a novel platform for assessing colistin-induced nephrotoxicity.
- To improve the accuracy and efficiency of predicting kidney damage from colistin treatment.
- To enable personalized medicine approaches for antibiotic therapy.
Main Methods:
- Development of the Spheroid Nephrotoxicity Assessing Platform (SNAP), a microfluidic device.
- Utilizing renal proximal tubular epithelial cell (RPTEC) spheroids.
- Detection of colistin toxicity using 200 μL of patient plasma within 48 hours.
Main Results:
- SNAP demonstrated higher expression of kidney markers (AQP1, LRP2) compared to 2D cultures.
- SNAP detected colistin toxicity at 50 μg ml-1 with superior sensitivity and no false positives from healthy donor plasma.
- Clinical validation showed 100% accuracy in identifying patients at risk of nephrotoxicity and 75% accuracy in predicting non-occurrence.
Conclusions:
- SNAP is a precise, efficient, and non-invasive tool for assessing antibiotic-induced nephrotoxicity.
- The platform holds significant potential for personalized medicine in managing resistant bacterial infections.
- SNAP enhances the safety and efficacy of colistin treatment by enabling early risk identification.
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