Evidence map›Paper›PMID 40120011›Full record

Observational studyJournal of clinical monitoring and computing2025

Continuous monitoring of intracranial pressure and end tidal carbon dioxide variations in traumatic brain injury: introducing the carbon dioxide reactivity index (CO2Rx).

Paolo Gritti, Marco Bonfanti, Rosalia Zangari, Ezio Bonanomi, Maria Di Matteo, Davide Corbella, Alessia Farina, Lorenzo Lecchi, Tommaso Togni, Pietro Mandelli and 3 more

Registry-linked trialAbstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in Journal of clinical monitoring and computing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05043545 (Evaluation and Application of Experimental Indices for the Study of Potential Prognostic Factors in Patients With Acute Neurological Injury, Using Low-frequency Sampled Data), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05043545 completednot on this map

Evaluation and Application of Experimental Indices for the Study of Potential Prognostic Factors in Patients With Acute Neurological Injury, Using Low-frequency Sampled Data

TypeobservationalSponsorPapa Giovanni XXIII HospitalRan2021 to 2023Enrolled263ConditionsTraumatic Brain Injury
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Paolo GrittiDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy. grittip@libero.it.
Marco BonfantiFROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Rosalia ZangariFROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Ezio BonanomiDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Maria Di MatteoDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Davide CorbellaDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Alessia FarinaDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Lorenzo LecchiIngegneria delle Tecnologie per la Salute, University of Engineering, University of Bergamo, Dalmine, Italy.
Tommaso TogniDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Pietro MandelliDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.
Luigi Andrea LanternaDepartment of Neurosurgery, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Francesco BiroliFROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Ferdinando Luca LoriniDepartment of Anesthesia and Critical Care Medicine, ASST Papa Giovanni XXIII Hospital, Bergamo, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe continuous monitoring of cerebral metabolic autoregulation in patients with severe traumatic brain injury (TBI) is poorly documented in the literature and largely absent from clinical practice. This study aimed to assess whether variations in intracranial pressure (ICP) and end-tidal carbon dioxide (ETCO2) can form the basis of an index for cerebrovascular autoregulation reactivity, and whether this index can improve the prediction of clinical outcomes in both adult and pediatric TBI patients.

methodsData from adult and pediatric patients with severe TBI were retrospectively analyzed. The Carbon Dioxide Reactivity Index (CO2Rx) was introduced as a novel tool to assess cerebrovascular reactivity in response to variations in CO2 and ICP. CO2Rx was calculated by analyzing the relationship between ICP and ETCO2, sampled at approximately 5-minute intervals, using linear correlation within moving time windows ranging from 40 to 180 min in 10-minute increments. The discriminatory power of CO2Rx in predicting clinical outcomes was evaluated through Receiver Operating Characteristic (ROC) curve analysis. The primary outcome measures included in-hospital mortality and the 12-month Glasgow Outcome Scale-Extended (GOSE) score.

resultsThe study included 218 TBI patients (40 pediatric and 178 adult). CO2Rx values showed a significant correlation with outcomes, with a CO2Rx threshold of 0.28 effectively distinguishing between favorable and unfavorable outcomes. For the fatal/non-fatal outcome, the CO2Rx crude model alone had an Area Under the Curve (AUC) of 0.737. When combined with other predictors (Impact Core + ICP + CO2Rx), this model achieved the highest AUC of 0.929.

conclusionCO2Rx demonstrated significant predictive value for mortality and unfavorable outcomes in TBI patients, serving as a continuous index of cerebrovascular reactivity to CO2. It holds potential to improve severe TBI management by optimizing the interaction between ventilation and metabolic autoregulation.

trial registrationClinicalTrials.gov Identifier: NCT NCT05043545.

Indexed as

Brain Injuries, TraumaticCarbon DioxideIntracranial PressureAdolescentAdultAgedCerebrovascular CirculationChildChild, PreschoolFemaleGlasgow Outcome ScaleHomeostasisHospital MortalityHumansMaleMiddle AgedCarbon DioxideCarbon dioxide reactivity index (CO2Rx)Cerebral autoregulationCerebrovascular reactivityEnd-tidal carbon dioxide (ETCO2)Intracranial pressure (ICP)Traumatic brain injury (TBI)

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.