Data from: Risk factors for burst suppression ratio during general anesthesia: A retrospective monocenter study
Data files
Mar 31, 2026 version files 2.01 MB
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README.md
7.40 KB
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table_men_for_Dryad.xlsx
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table_women_for_Dryad.xlsx
965.41 KB
Abstract
Burst suppression (BS), characterized by alternating high-voltage bursts and suppressed EEG activity, is common during deep anesthesia and may be associated with adverse outcomes. The bispectral index (BIS) monitor calculates a suppression ratio (SR) to quantify BS, but risk factors for high SR remain underexplored, particularly by sex. The main purpose of the present study was to identify preoperative and intraoperative factors associated with high SR in patients undergoing general anesthesia with tracheal intubation, stratified by sex. Retrospective, single-center cohort study of adult patients undergoing general anesthesia for scheduled non-cardiac surgery between October 2014 and December 2019. SR was calculated as the area under the curve (AUC) of SR values >0, with the highest quartile defining the High SR group. Logistic regression models identified risk factors using stepwise variable selection. Our study examined 10,827 patients. SR occurred in 71.5% of patients, more frequently in men (76.2%) than women (66.4%; p<0.001). High SR (SR >124.5 for men, >67 for women) was associated with age >46 years and propofol maintenance in both sexes. Men had additional risks from higher ASA scores, ATC Blood/Nervous System medications, rocuronium, or no neuromuscular blocker. Women showed risks from neurosurgery, ENT, thoracic, or vascular surgeries, and remifentanil use. Age and propofol are key risk factors for high SR, with sex-specific factors suggesting tailored monitoring strategies. These findings underscore the need for refined BIS-guided anesthesia protocols.
Dataset DOI: 10.5061/dryad.r7sqv9sqg
Description of the data and file structure
Missing demographic or clinical data were imputed using the median value for patients of the same sex and age quartile.
Missing values due to a break in connection or occasional loss of signal with the equipment were interpolated for gaps ≤5 minutes; longer gaps were treated as missing.
Files and variables : table_men_for_Dryad.xlsx and table_women_for_Dryad.xlsx
File: table_men_for_Dryad.xlsx
Description: Data corresponding to the men population
Variables
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id_data: Patient number (this number corresponds to anonymization; it does not allow the patient to be identified)
quartileBSR: highest quartile; 1=yes, 0=no
Preoperative variables; 25 variables
- Sex: F (female) ; M (male)
- Age: 18-45 years ; 46-65 years ; 66-75 years; 76-85 years ; >85 years
- BMI (body mass index): numeric (kg/m2)
- ASA_category: ASA physical status 1 or 2, 1 or 2 ; ASA physical status 3 or 4, 3 or 4
- HR: Heart rate, numeric (beat/min)
- SAP: Systolic arterial pressure, numeric (mmHg)
- DAP: Diastolic arterial pressure, numeric (mmHg)
- MAP: Mean arterial pressure, numeric (mmHg)
- ATCGRA: usual treatment with Anatomical Therapeutic Chemical (ATC) group (GR) Alimentary tract and metabolism, 1=yes, 0=no
- ATCGRB: Anatomical Therapeutic Chemical (ATC) group (GR) Blood and blood forming organs, 1=yes, 0=no
- ATCGRC: Anatomical Therapeutic Chemical (ATC) group (GR) Cardiovascular system, 1=yes, 0=no
- ATCGRG: Anatomical Therapeutic Chemical (ATC) group (GR) Genito-urinary system and sex hormones, 1=yes, 0=no
- ATCGRH: Anatomical Therapeutic Chemical (ATC) group (GR) Systemic hormonal preparations, excluding sex hormones and insulins, 1=yes, 0=no
- ATCGRJ: Anatomical Therapeutic Chemical (ATC) group (GR) Anti-infective for systemic use, 1=yes, 0=no
- ATCGRL: Anatomical Therapeutic Chemical (ATC) group (GR) Antineoplastic and immunomodulating agents, 1=yes, 0=no
- ATCGRM: Anatomical Therapeutic Chemical (ATC) group (GR) Musculo-skeletal system, 1=yes, 0=no
- ATCGRN: Anatomical Therapeutic Chemical (ATC) group (GR) Nervous system, 1=yes, 0=no
- ATCGRR: Anatomical Therapeutic Chemical (ATC) group (GR) Respiratory system, 1=yes, 0=no
- ATCGRS: Anatomical Therapeutic Chemical (ATC) group (GR) Sensory organs, 1=yes, 0=no
- ATCGRV: Anatomical Therapeutic Chemical (ATC) group (GR) Various, 1=yes, 0=no
- Surgical_specialty: VISC (abdominal surgery and urology, 0 (no) or 1 (yes) ; GYN (gynecology, 0 (no) or 1 (yes) ; NSC (neurosurgery, 0 (no) or 1 (yes) ; ENT (ear, nose and throat surgery, 0 (no) or 1 (yes) ; THO (thoracic surgery, 0 (no) or 1 (yes) ; VASC (vascular surgery, , 0 (no) or 1 (yes)
Intraoperative variables; 11 variables
- Anesthetic_procedure: General anesthesia: 1=yes, 0=no; Combined general and loco-regional anesthesia: 1=yes, 0=no
- Anesthesia_duration: < 2 hours, 2 to 5 hours, > 5 hours
- Anesthetic_drug_maintenance: Sevoflurane=S; Propofol=P
- Opiate: None=N; Remifentanil=R; Sufentanil=S; Sufentanil and Remifentanil=SR
- Myorelaxant_agent: None=N; Rocuronium=R; Atracurium=A; Other=O
- RBC_unit_transfused: Red blood cells unit transfused, 1=yes, 0=no
- Bradycardia: 1=yes, 0=no
- Tachycardia : 1=yes, 0=no
- Hypotension: 1=yes, 0=no
- Hypertension: 1=yes, 0=no
- Vasoactive_drug: 1=yes, 0=no
File: table_women_for_Dryad.xlsx
Description: Date corresponding to the women population
Variables
-
id_data: Patient number (this number corresponds to anonymization; it does not allow the patient to be identified)
quartileBSR: highest quartile; 1=yes, 0=no
Preoperative variables; 25 variables
- Sex: F (female) ; M (male)
- Age: 18-45 years ; 46-65 years ; 66-75 years; 76-85 years ; >85 years
- BMI (body mass index): numeric (kg/m2)
- ASA_category: ASA physical status 1 or 2, 1 or 2 ; ASA physical status 3 or 4, 3 or 4
- HR: Heart rate, numeric (beat/min)
- SAP: Systolic arterial pressure, numeric (mmHg)
- DAP: Diastolic arterial pressure, numeric (mmHg)
- MAP: Mean arterial pressure, numeric (mmHg)
- ATCGRA: usual treatment with Anatomical Therapeutic Chemical (ATC) group (GR) Alimentary tract and metabolism, 1=yes, 0=no
- ATCGRB: Anatomical Therapeutic Chemical (ATC) group (GR) Blood and blood forming organs, 1=yes, 0=no
- ATCGRC: Anatomical Therapeutic Chemical (ATC) group (GR) Cardiovascular system, 1=yes, 0=no
- ATCGRG: Anatomical Therapeutic Chemical (ATC) group (GR) Genito-urinary system and sex hormones, 1=yes, 0=no
- ATCGRH: Anatomical Therapeutic Chemical (ATC) group (GR) Systemic hormonal preparations, excluding sex hormones and insulins, 1=yes, 0=no
- ATCGRJ: Anatomical Therapeutic Chemical (ATC) group (GR) Anti-infective for systemic use, 1=yes, 0=no
- ATCGRL: Anatomical Therapeutic Chemical (ATC) group (GR) Antineoplastic and immunomodulating agents, 1=yes, 0=no
- ATCGRM: Anatomical Therapeutic Chemical (ATC) group (GR) Musculo-skeletal system, 1=yes, 0=no
- ATCGRN: Anatomical Therapeutic Chemical (ATC) group (GR) Nervous system, 1=yes, 0=no
- ATCGRR: Anatomical Therapeutic Chemical (ATC) group (GR) Respiratory system, 1=yes, 0=no
- ATCGRS: Anatomical Therapeutic Chemical (ATC) group (GR) Sensory organs, 1=yes, 0=no
- ATCGRV: Anatomical Therapeutic Chemical (ATC) group (GR) Various, 1=yes, 0=no
- Surgical_specialty: VISC (abdominal surgery and urology, 0 (no) or 1 (yes) ; GYN (gynecology, 0 (no) or 1 (yes) ; NSC (neurosurgery, 0 (no) or 1 (yes) ; ENT (ear, nose and throat surgery, 0 (no) or 1 (yes) ; THO (thoracic surgery, 0 (no) or 1 (yes) ; VASC (vascular surgery, , 0 (no) or 1 (yes)
Intraoperative variables; 11 variables
- Anesthetic_procedure: General anesthesia: 1=yes, 0=no; Combined general and loco-regional anesthesia: 1=yes, 0=no
- Anesthesia_duration: < 2 hours, 2 to 5 hours, > 5 hours
- Anesthetic_drug_maintenance: Sevoflurane=S; Propofol=P
- Opiate: None=N; Remifentanil=R; Sufentanil=S; Sufentanil and Remifentanil=SR
- Myorelaxant_agent: None=N; Rocuronium=R; Atracurium=A; Other=O
- RBC_unit_transfused: Red blood cells unit transfused, 1=yes, 0=no
- Bradycardia: 1=yes, 0=no
- Tachycardia : 1=yes, 0=no
- Hypotension: 1=yes, 0=no
- Hypertension: 1=yes, 0=no
- Vasoactive_drug: 1=yes, 0=no
Access information
Other publicly accessible locations of the data:
- NA
Data was derived from the following sources:
- NA
Human subjects data
To comply with regulations, the institutional review board required that patients anesthetized during the study period be informed and consent to the use of their data. Due to the large number of patients, an email was sent to all eligible patients, informing them of the study and assuring data anonymization. Patients without a registered email address were considered to have declined participation. Only those who received the email and did not object were included. The database was pseudonymized in accordance with legal requirements.
Preoperative patient characteristics and medications, classified per the Anatomical Therapeutic Chemical (ATC) Classification System, were retrieved from Cesare™ (Bow Médical, Boves, France), a computerized preoperative anesthesia evaluation software. Intraoperative variables, including dichotomous data (e.g., administered drugs) and time-series data (e.g., systolic/diastolic blood pressure, heart rate, BIS, SR), were collected using anesthesia software (GE Healthcare, Buc, France) at one-minute intervals from the start of monitoring to operating room discharge. Numerical and categorical data were cleaned to ensure accuracy.
