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Elution gradients were run starting from 98% B to 86% B from 0-7 min

Untargeted metabolomic analysis Metabolomic sequencing of serum was performed as described previously [24], and untargeted metabolomic analysis of the NC and PD groups was performed by LCMS/MS, which was performed on a quadrupole electrostatic field Orbitrap high-resolution mass spectrometer

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LiuLPZhaoQYWuJLuoYWDongHChenZWet alMachine learning for the prediction of red blood cell transfusion in patients during or after liver transplantation surgery