Literature DB >> 23905881

A simple meningococcal sepsis prognostic score: focusing on the human animal.

Paula Holinski, Ari R Joffe.   

Abstract

A simple cheap meningococcal sepsis prognostic score based on readily available, rapid, objective laboratory base excess and platelet count was developed and validated retrospectively. This BEP score should facilitate sepsis clinical trials, allowing study of the relevant human animal model.

Entities:  

Mesh:

Year:  2013        PMID: 23905881      PMCID: PMC4056802          DOI: 10.1186/cc12766

Source DB:  PubMed          Journal:  Crit Care        ISSN: 1364-8535            Impact factor:   9.097


A new meningococcal sepsis prognostic score is reported in a previous edition of Critical Care [1]. Meningococcal sepsis in the pediatric intensive care unit (PICU) is often rapidly progressive with significant morbidity and mortality. When complicated by purpura fulminans, children may have permanent sequelae, including limb amputations. Process of care improvements, including early resuscitation and antibiotics, have been associated with improved survival [2]. Nevertheless, despite promising animal experiments leading to many human sepsis trials, no drug has been shown to improve outcomes [3]. Many have examined prediction of outcome from meningococcal sepsis, resulting in variably complex scores. To facilitate risk stratification for clinical trials of novel therapies, and to identify patients at high risk for deterioration, a score based on simple, objective, readily available rapid and low cost variables would be ideal. Alves and colleagues [1] describe such a score. Using databases of prospectively collected data from ongoing studies of children referred to PICU at five European centers from 1996 to 2011, data from children with a clinical diagnosis of meningococcal sepsis were retrospectively reviewed. The BEP score ('base excess platelets' from the first recorded laboratory sample) was developed from 309 patients with complete information, validated on the remaining 623 patients, and replicated on 134 retrospective patients referred to the Children's Acute Transport Service. The remarkably simple BEP score predicted death, with area under the receiver operating characteristic curve (AUC) of 0.86 (95% confidence interval 0.80 to 0.91), better than Glasgow Meningococcal Septicaemia Prognostic Score, and similar to Rotterdam and PRISM scores. The replication dataset AUC was 0.96 (95% confidence interval 0.90 to 0.99). The strengths of BEP are its simplicity, based on a relatively large sample with overall mortality 51/623 (8.2%). There are some limitations. First, the score is not accurate enough to apply to individual patient decisions, with a validation set AUC of 0.86, sensitivity 72%, specificity 82%, and positive predictive value 23% (Table S1 in [1]). Second, the score should be prospectively validated in an independent large cohort referred to PICU over a shorter time period (this study occurred over 15 years) and not necessarily enrolled in other clinical studies (which may have introduced selection bias in this study). Third, it is unclear whether BEP performs better than clinical variables often used to include patients in sepsis trials, such as ventilation and volume-refractory septic shock treated with inotropes. Finally, whether BEP predicts morbidity, particularly limb amputations, is unknown. The authors claim that 'previous clinical trials of specific novel therapies in meningococcal sepsis, targeting pathways of inflammation and coagulation such as recombinant bactericidal/permeability inducing protein (rBPI) and activated protein C (rhAPC), have failed for reasons which are not clear'; however, a main reason 'may have been a failure to select a study population in whom neither death nor survival was inevitable' [1]. We hypothesize that this is unlikely the reason for the disappointing results of these (and all other) sepsis clinical trials. In the rBPI trial, the placebo mortality was 9.9%, with severe amputations in 7.4% [4]. In the rhAPC trial, all patients had respiratory and cardiovascular organ dysfunction, a median of 4 (interquartile range 3 to 4) organ failures, and placebo mortality 17.1% [5]. It is more likely that the reason trials have failed is because animal models in sepsis do not model human sepsis, despite some superficial phenotypic similarities [6,7]. Animals, including humans, are complex biological systems; their nonlinear dynamics and responses are extremely sensitive to initial conditions [6-9]. Despite superficial physiologic and genetic similarity between species, it is simply not to be expected that responses to similar perturbations or disease will be relevantly similar [6-9]. This has been the experience in biomedical animal research in general, not just sepsis research [6,7,10]. Of interest, the genomic responses to different acute inflammatory stresses, including trauma, burns, endotoxemia, sepsis, ARDS, and infection, are highly similar in humans; however, these responses are not reproduced in mouse models [11]. Among genes changed significantly in humans in these diseases, 'the murine orthologs are close to random in matching their human counterparts' [11]. Lethal toxicity to bacterial lipopolysaccharide varies almost 10,000-fold in different species [12]. Of 120 essential human genes with mouse orthologs, 17 (22.5%) were nonessential in mice, suggesting that 'it is possible that mouse models of a large number of human diseases will not yield sufficiently accurate information' [13]. The ENCODE project suggests that over 80% of the genome is functionally important for gene expression; it is likely there are 'critical sequence changes in the newly identified regulatory elements that drive functional differences between humans and other species' [14]. This may explain 'the specific organ biology [from lineage-specific gene expression switches] of various mammals' [15].

Conclusion

With further validation, the BEP score may be useful to stratify enrolment in human meningococcal sepsis trials. More research into human sepsis is required, and, we believe, not yet more sepsis research using the failed animal modeling paradigm.

Abbreviations

AUC: area under the receiver operating characteristic curve; BEP: base excess platelets; PICU: pediatric intensive care unit.

Competing interests

The authors declare that they have no competing interests.
  13 in total

Review 1.  Modern biomedical research: an internally self-consistent universe with little contact with medical reality?

Authors:  David F Horrobin
Journal:  Nat Rev Drug Discov       Date:  2003-02       Impact factor: 84.694

2.  The evolution of gene expression levels in mammalian organs.

Authors:  David Brawand; Magali Soumillon; Anamaria Necsulea; Philippe Julien; Gábor Csárdi; Patrick Harrigan; Manuela Weier; Angélica Liechti; Ayinuer Aximu-Petri; Martin Kircher; Frank W Albert; Ulrich Zeller; Philipp Khaitovich; Frank Grützner; Sven Bergmann; Rasmus Nielsen; Svante Pääbo; Henrik Kaessmann
Journal:  Nature       Date:  2011-10-19       Impact factor: 49.962

3.  The importance of quantitative systemic thinking in medicine.

Authors:  Geoffrey B West
Journal:  Lancet       Date:  2012-04-18       Impact factor: 79.321

4.  Reductionism and complexity in molecular biology. Scientists now have the tools to unravel biological and overcome the limitations of reductionism.

Authors:  Marc H V Van Regenmortel
Journal:  EMBO Rep       Date:  2004-11       Impact factor: 8.807

5.  Recombinant bactericidal/permeability-increasing protein (rBPI21) as adjunctive treatment for children with severe meningococcal sepsis: a randomised trial. rBPI21 Meningococcal Sepsis Study Group.

Authors:  M Levin; P A Quint; B Goldstein; P Barton; J S Bradley; S D Shemie; T Yeh; S S Kim; D P Cafaro; P J Scannon; B P Giroir
Journal:  Lancet       Date:  2000-09-16       Impact factor: 79.321

6.  The role of healthcare delivery in the outcome of meningococcal disease in children: case-control study of fatal and non-fatal cases.

Authors:  Nelly Ninis; Claire Phillips; Linda Bailey; Jon I Pollock; Simon Nadel; Joseph Britto; Ian Maconochie; Andrew Winrow; Pietro G Coen; Robert Booy; Michael Levin
Journal:  BMJ       Date:  2005-06-25

7.  Drotrecogin alfa (activated) in children with severe sepsis: a multicentre phase III randomised controlled trial.

Authors:  Simon Nadel; Brahm Goldstein; Mark D Williams; Heidi Dalton; Mark Peters; William L Macias; Shamel A Abd-Allah; Howard Levy; Robinette Angle; Dazhe Wang; David P Sundin; Brett Giroir
Journal:  Lancet       Date:  2007-03-10       Impact factor: 79.321

8.  Resilience to bacterial infection: difference between species could be due to proteins in serum.

Authors:  H Shaw Warren; Catherine Fitting; Eva Hoff; Minou Adib-Conquy; Laura Beasley-Topliffe; Brenda Tesini; Xueya Liang; Catherine Valentine; Judith Hellman; Douglas Hayden; Jean-Marc Cavaillon
Journal:  J Infect Dis       Date:  2010-01-15       Impact factor: 5.226

9.  Null mutations in human and mouse orthologs frequently result in different phenotypes.

Authors:  Ben-Yang Liao; Jianzhi Zhang
Journal:  Proc Natl Acad Sci U S A       Date:  2008-05-05       Impact factor: 11.205

Review 10.  Animal models of sepsis: why does preclinical efficacy fail to translate to the clinical setting?

Authors:  Alex Dyson; Mervyn Singer
Journal:  Crit Care Med       Date:  2009-01       Impact factor: 7.598

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.