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Predicting liver regeneration following major resection.

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Cytokine and growth factor profiles predict liver regeneration after surgery. Early prediction of post-hepatectomy liver failure (PHLF) and mortality is possible using liquid biopsies, enabling tailored treatments.

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Area of Science:

  • Hepatology and Regenerative Medicine
  • Biomarker Discovery
  • Surgical Oncology

Background:

  • Liver failure following liver resection, known as post-hepatectomy liver failure (PHLF), is a severe complication with high mortality.
  • Individual cytokine and growth factor profiles are potential predictive markers for liver function recovery after surgery.
  • Understanding these profiles during post-hepatectomy regeneration is crucial for improving patient outcomes.

Purpose of the Study:

  • To investigate cytokine and growth factor profiles in patients undergoing major liver resection.
  • To identify predictive signatures for post-hepatectomy liver failure (PHLF), morbidity, and mortality.
  • To correlate hepatocyte regenerative potential with clinical outcomes.

Main Methods:

  • Analysis of time-dependent cytokine and growth factor profiles in training (30 patients) and validation (14 patients) cohorts.
  • Statistical and predictive modeling to identify pathway signatures associated with clinical outcomes.
  • In vitro proliferation assays using primary human hepatocytes isolated from patient samples.

Main Results:

  • Common expression trajectories of cytokines and growth factors correlated with PHLF, morbidity, and mortality.
  • Dynamics of Epidermal Growth Factor (EGF), Hepatocyte Growth Factor (HGF), and Placental Growth Factor (PLGF) were associated with mortality; PLGF also linked to PHLF and complications.
  • Preoperative cytokine and growth factor signatures predicted mortality, and PHLF prediction achieved AUC > 0.75 by postoperative day 1 (POD1) using liquid biopsies.

Conclusions:

  • Cytokine and growth factor profiling, particularly using liquid biopsies on POD1, allows for early prediction of PHLF and mortality after major liver resection.
  • Individual regenerative potential of hepatocytes correlates with clinical outcomes.
  • These predictive models can guide tailored interventional strategies for patients undergoing liver surgery.