Cargando…

The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients

BACKGROUND: Cerebral autoregulation plays an important role in safeguarding adequate cerebral perfusion and reducing the risk of secondary brain injury, which is highly important for patients in the neurological intensive care unit (neuro-ICU). Although the consensus white paper suggests that a mini...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Weijun, Lu, Hongji, Zhang, Pandeng, Mo, Xiuyun, Ou, Aihua, Liu, Jia, Zhong, Jingxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8370057/
https://www.ncbi.nlm.nih.gov/pubmed/34403122
http://dx.doi.org/10.1007/s12028-021-01301-5
_version_ 1783739404875988992
author Zhang, Weijun
Lu, Hongji
Zhang, Pandeng
Mo, Xiuyun
Ou, Aihua
Liu, Jia
Zhong, Jingxin
author_facet Zhang, Weijun
Lu, Hongji
Zhang, Pandeng
Mo, Xiuyun
Ou, Aihua
Liu, Jia
Zhong, Jingxin
author_sort Zhang, Weijun
collection PubMed
description BACKGROUND: Cerebral autoregulation plays an important role in safeguarding adequate cerebral perfusion and reducing the risk of secondary brain injury, which is highly important for patients in the neurological intensive care unit (neuro-ICU). Although the consensus white paper suggests that a minimum of 5 min of data are needed for assessing dynamic cerebral autoregulation with transfer function analysis (TFA), it remains unknown if the length of these data is valid for patients in the neuro-ICU, of whom are notably different than the general populations. We aimed to investigate the effect of data length using transcranial Doppler ultrasound combined with invasive blood pressure measurement for the assessment of dynamic cerebral autoregulation in patients in the neuro-ICU. METHODS: Twenty patients with various clinical conditions (severe acute encephalitis, ischemic stroke, subarachnoid hemorrhage, brain injury, cerebrovascular intervention operation, cerebral hemorrhage, intracranial space-occupying lesion, and toxic encephalopathy) were recruited for this study. Continuous invasive blood pressure, with a pressure catheter placed at the radial artery, and bilateral continuous cerebral blood flow velocity with transcranial Doppler ultrasound were simultaneously recorded for a length of 10 min for each patient. TFA was applied to derive phase shift, gain, and coherence function at all frequency bands from the first 2, 3, 4, 5, 6, 7, 8, 9, and 10 min of the 10-min recordings in each patient on both hemispheres. The variability in the autoregulatory parameters in each hemisphere was investigated by repeated measures analysis of variance. RESULTS: Forty-one recordings (82 hemispheres) were included in the study. According to the critical values of coherence provided by the Cerebral Autoregulation Research Network white paper, acceptable rates for the data were 100% with a length ≥ 7 min. The final analysis included 68 hemispheres. The effects of data length on trends in phase shift in the very low frequency (VLF) band (F(1.801,120.669) = 6.321, P = 0.003), in the LF band (F(1.274,85.343) = 4.290, P = 0.032), and in the HF band (F(1.391,93.189) = 3.868, P = 0.039) were significant for 3–7 min, for 4–7 min, and for 5–8 min, respectively. Effects were also significant on the gain in the VLF band (F(1.927,129.134) = 3.215, P = 0.045) for 2–8 min and on the coherence function in all frequency bands (VLF F(2.846,190.671) = 90.247, P < 0.001, LF F(2.515,168.492) = 55.770, P < 0.001, HF F(2.411, 161.542) = 33.833, P < 0.001) for 2–10 min. CONCLUSIONS: Considering the acceptable rates for the data and the variation in the TFA variables (phase shift and gain), we recommend recording data for a minimum length of 7 min for TFA in patients in the neuro-ICU.
format Online
Article
Text
id pubmed-8370057
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Springer US
record_format MEDLINE/PubMed
spelling pubmed-83700572021-08-18 The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients Zhang, Weijun Lu, Hongji Zhang, Pandeng Mo, Xiuyun Ou, Aihua Liu, Jia Zhong, Jingxin Neurocrit Care Original Work BACKGROUND: Cerebral autoregulation plays an important role in safeguarding adequate cerebral perfusion and reducing the risk of secondary brain injury, which is highly important for patients in the neurological intensive care unit (neuro-ICU). Although the consensus white paper suggests that a minimum of 5 min of data are needed for assessing dynamic cerebral autoregulation with transfer function analysis (TFA), it remains unknown if the length of these data is valid for patients in the neuro-ICU, of whom are notably different than the general populations. We aimed to investigate the effect of data length using transcranial Doppler ultrasound combined with invasive blood pressure measurement for the assessment of dynamic cerebral autoregulation in patients in the neuro-ICU. METHODS: Twenty patients with various clinical conditions (severe acute encephalitis, ischemic stroke, subarachnoid hemorrhage, brain injury, cerebrovascular intervention operation, cerebral hemorrhage, intracranial space-occupying lesion, and toxic encephalopathy) were recruited for this study. Continuous invasive blood pressure, with a pressure catheter placed at the radial artery, and bilateral continuous cerebral blood flow velocity with transcranial Doppler ultrasound were simultaneously recorded for a length of 10 min for each patient. TFA was applied to derive phase shift, gain, and coherence function at all frequency bands from the first 2, 3, 4, 5, 6, 7, 8, 9, and 10 min of the 10-min recordings in each patient on both hemispheres. The variability in the autoregulatory parameters in each hemisphere was investigated by repeated measures analysis of variance. RESULTS: Forty-one recordings (82 hemispheres) were included in the study. According to the critical values of coherence provided by the Cerebral Autoregulation Research Network white paper, acceptable rates for the data were 100% with a length ≥ 7 min. The final analysis included 68 hemispheres. The effects of data length on trends in phase shift in the very low frequency (VLF) band (F(1.801,120.669) = 6.321, P = 0.003), in the LF band (F(1.274,85.343) = 4.290, P = 0.032), and in the HF band (F(1.391,93.189) = 3.868, P = 0.039) were significant for 3–7 min, for 4–7 min, and for 5–8 min, respectively. Effects were also significant on the gain in the VLF band (F(1.927,129.134) = 3.215, P = 0.045) for 2–8 min and on the coherence function in all frequency bands (VLF F(2.846,190.671) = 90.247, P < 0.001, LF F(2.515,168.492) = 55.770, P < 0.001, HF F(2.411, 161.542) = 33.833, P < 0.001) for 2–10 min. CONCLUSIONS: Considering the acceptable rates for the data and the variation in the TFA variables (phase shift and gain), we recommend recording data for a minimum length of 7 min for TFA in patients in the neuro-ICU. Springer US 2021-08-17 2022 /pmc/articles/PMC8370057/ /pubmed/34403122 http://dx.doi.org/10.1007/s12028-021-01301-5 Text en © Springer Science+Business Media, LLC, part of Springer Nature and Neurocritical Care Society 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Work
Zhang, Weijun
Lu, Hongji
Zhang, Pandeng
Mo, Xiuyun
Ou, Aihua
Liu, Jia
Zhong, Jingxin
The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title_full The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title_fullStr The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title_full_unstemmed The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title_short The Effect of Data Length on the Assessment of Dynamic Cerebral Autoregulation with Transfer Function Analysis in Neurological ICU Patients
title_sort effect of data length on the assessment of dynamic cerebral autoregulation with transfer function analysis in neurological icu patients
topic Original Work
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8370057/
https://www.ncbi.nlm.nih.gov/pubmed/34403122
http://dx.doi.org/10.1007/s12028-021-01301-5
work_keys_str_mv AT zhangweijun theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT luhongji theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT zhangpandeng theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT moxiuyun theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT ouaihua theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT liujia theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT zhongjingxin theeffectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT zhangweijun effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT luhongji effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT zhangpandeng effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT moxiuyun effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT ouaihua effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT liujia effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients
AT zhongjingxin effectofdatalengthontheassessmentofdynamiccerebralautoregulationwithtransferfunctionanalysisinneurologicalicupatients