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Updated: Jul 25, 2026

Evaluating the Effectiveness of Cancer Drug Sensitization In Vitro and In Vivo
Published on: February 6, 2015
High-throughput single-cell metabolites profiling reveals metabolic reprogramming confers cisplatin resistance in
Changyi Liu1, Siyuan Pan2, Xingyu Pan2
1State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Beijing, 100730, PR China.
Abstract:
Lung cancer is the most common cause of cancer-related deaths worldwide. Platinum-containing two-drug regimens are the standard first-line chemotherapeutic regimen, but acquired resistance remains a major challenge. Cancer cells can evolve and adapt to therapeutic stress by reprogramming their metabolism and passing on drug resistance to neighboring drug-sensitive cancer cells through cell-to-cell interactions. Here, we have developed a method to study the interactions between cells. Using human lung cancer A549 cells, we constructed a drug-sensitive cell line expressing red fluorescent protein and a cisplatin-resistant cell line. Employing label-free mass cytometry, we acquired metabolites information at the single-cell level. Through pseudotime analysis, we identified two most important clusters of metabolites. We discovered that phosphatidylcholines are strongly associated with drug resistance. Through unsupervised learning, we observed that drug-sensitive cells in co-culture transform into a novel cell state after cisplatin treatment. This method offers a novel tool for investigating the mechanisms underlying the development of cancer cell drug resistance.
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