• Innovation
    Promotion of technological and clinical innovation in critical care
  • Grip
    In-vitro and in-vivo research adherent to clinical practice and relevant for ICU every-day activities
  • Sharing
    International spread of ideas, innovation and research

Our philosophy

The GRIP (Group for Research in Intensive care in Pavia) is founded in 2015 by a group of intensivists working at Intensive Care Units of Policlinico S. Matteo in Pavia. We are a group of young doctors and researchers who dedicated in the last years great energy, enthusiasm and time to develop new ideas, improve technology and optimize quality of care for critical patients. Our group is characterized by strong international connections for both clinical research and technological developement. Our missions are:

 

  1. 1
    Innovation

    Intensive care units are highly technological; therefore, development of innovative instruments and optimization of existing ones can have a deep clinical impact. We have strong national and international collaborations with research and development sections of industries involved in the field and with many universities in order to push technology forward.

  2. 2
    Grip

    Our aim is to promote and support a research projects gripping the real world. First, this means we support research with high clinical impact and strong everyday applicability. Second, we support researchers, offering work possibilities for young professionals.

  3. 3
    Sharing

    We aim to share our ideas, projects and results with scientific community; we have strong national and international research cooperation and  researcher exchange programs with multiple university centers.

Dynamic NLR and PLR in Predicting COVID-19 Severity: A Retrospective Cohort Study


Infectious Diseases and Therapy volume 12, pages 1625–1640 (2023)   Erika Asperges, Giuseppe Albi, Valentina Zuccaro, Margherita Sambo, Teresa C. Pieri, Matteo Calia, Marta Colaneri, Laura Maiocchi, Federica Melazzini, Angioletta Lasagna, Andrea Peri, Francesco Mojoli, Paolo Sacchi & Raffaele Bruno  

Abstract

Introduction

The hyperinflammation phase of severe SARS-CoV-2 is characterised by complete blood count alterations. In this context, the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) can be used as prognostic factors. We studied NLR and PLR trends at different timepoints and computed optimal cutoffs to predict four outcomes: use of continuous positive airways pressure (CPAP), intensive care unit (ICU) admission, invasive ventilation and death.

Methods

We retrospectively included all adult patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pneumonia admitted from 23 January 2020 to 18 May 2021. Analyses included non-parametric tests to study the ability of NLR and PLR to distinguish the patients’ outcomes at each timepoint. Receiver operating characteristic (ROC) curves were built for NLR and PLR at each timepoint (minus discharge) to identify cutoffs to distinguish severe and non-severe disease. Their statistical significance was assessed with the chi-square test. Collection of data under the SMACORE database was approved with protocol number 20200046877.

Results

We included 2169 patients. NLR and PLR were higher in severe coronavirus disease 2019 (COVID-19). Both ratios were able to distinguish the outcomes at each timepoint. For NLR, the areas under the receiver operating characteristic curve (AUROC) ranged between 0.59 and 0.81, and for PLR between 0.53 and 0.67. From each ROC curve we computed an optimal cutoff value.

Conclusion

NLR and PLR cutoffs are able to distinguish severity grades and mortality at different timepoints during the course of disease, and, as such, they allow a tailored approach. Future prospects include validating our cutoffs in a prospective cohort and comparing their performance against other COVID-19 scores.
  Open Access full text here
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