Dynamic prediction of left ventricular assist device pump thrombosis based on lactate dehydrogenase trends.

ABSTRACT:

Aims

The risk of HeartMate II (HMII) left ventricular assist device (LVAD) thrombosis has been reported, and serum lactate dehydrogenase (LDH), a biomarker of haemolysis, increases secondary to LVAD thrombosis. This study evaluated longitudinal measurements of LDH post-LVAD implantation, hypothesizing that LDH trends could timely predict future LVAD thrombosis.

Methods and results

From October 2004 to October 2014, 350 HMIIs were implanted in 323 patients at Cleveland Clinic. Of these, patients on 339 HMIIs had at least one post-implant LDH value (7996 total measurements). A two-step joint model combining longitudinal biomarker data and pump thrombosis events was generated to assess the effect of changing LDH on thrombosis risk. Device-specific LDH trends were first smoothed

SUBMITTER: Hurst TE 

PROVIDER: S-EPMC6816063 | biostudies-literature | 2019 Oct

REPOSITORIES: biostudies-literature