Mauro Pietribiasi, John K Leypoldt, Monika Wieliczko, Malgorzata Debowska, Jolanta Malyszko, Jacek Waniewski
{"title":"Are there any session-to-session changes in ventilation during a weekly hemodialysis cycle?","authors":"Mauro Pietribiasi, John K Leypoldt, Monika Wieliczko, Malgorzata Debowska, Jolanta Malyszko, Jacek Waniewski","doi":"10.1177/03913988251314664","DOIUrl":null,"url":null,"abstract":"<p><p>Significant changes in pre-dialytic partial pressure of CO<sub>2</sub> (pCO<sub>2</sub>) during a week-long cycle of hemodialysis (HD) can be an effect of the intermittent supplementation of bicarbonate to correct chronic acidosis in patients. Mathematical modeling efforts carried out using the same parameters before each HD session might fail to produce accurate predictions of pCO<sub>2</sub> and plasma bicarbonate concentration (C<sub>Bic</sub>) because of this variability. A numerical model describing acid-base equilibrium changes during HD was applied to predict pCO<sub>2</sub>, pH, and C<sub>Bic</sub> in 24 chronic HD patients, using both fixed parameters for the whole week and estimating a new value of minute ventilation (V<sub>E</sub>) and net acid generation rate (G<sub>H</sub>) for each interdialytic interval. Dialysances of bicarbonate and dissolved CO<sub>2</sub> were also estimated independently for each HD session. The error of the model compared to the pre-dialytic data of C<sub>Bic</sub> and pCO<sub>2</sub> significantly decreased when V<sub>E</sub> and G<sub>H</sub> were estimated piecewise throughout the week. To fit the data, V<sub>E</sub> changed from 3.9 ± 1.0 mL/min before HD1, to 3.8e1 mL/min after HD1, 3.6 ± 1.0 mL/min after HD2, and 3.9 ± 1.1 mL/min after HD3 (<i>p</i> < 0.05). G<sub>H</sub> changes after each session were not statistically significant. V<sub>E</sub> values strongly correlated with pre-dialytic pCO<sub>2</sub> (Spearman's ρ = -0.97), but G<sub>H</sub> only weakly correlated with pre-dialytic C<sub>Bic</sub> (ρ = -0.30). Acid-base equilibrium is extremely sensitive to respiratory regulation. When attempting to predict the evolution of pCO<sub>2</sub> a C<sub>Bic</sub> during the HD cycle, changes in the respiration parameters must be accounted for by the model, at the risk of a significant loss of prediction accuracy.</p>","PeriodicalId":13932,"journal":{"name":"International Journal of Artificial Organs","volume":" ","pages":"3913988251314664"},"PeriodicalIF":1.4000,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Artificial Organs","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1177/03913988251314664","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Significant changes in pre-dialytic partial pressure of CO2 (pCO2) during a week-long cycle of hemodialysis (HD) can be an effect of the intermittent supplementation of bicarbonate to correct chronic acidosis in patients. Mathematical modeling efforts carried out using the same parameters before each HD session might fail to produce accurate predictions of pCO2 and plasma bicarbonate concentration (CBic) because of this variability. A numerical model describing acid-base equilibrium changes during HD was applied to predict pCO2, pH, and CBic in 24 chronic HD patients, using both fixed parameters for the whole week and estimating a new value of minute ventilation (VE) and net acid generation rate (GH) for each interdialytic interval. Dialysances of bicarbonate and dissolved CO2 were also estimated independently for each HD session. The error of the model compared to the pre-dialytic data of CBic and pCO2 significantly decreased when VE and GH were estimated piecewise throughout the week. To fit the data, VE changed from 3.9 ± 1.0 mL/min before HD1, to 3.8e1 mL/min after HD1, 3.6 ± 1.0 mL/min after HD2, and 3.9 ± 1.1 mL/min after HD3 (p < 0.05). GH changes after each session were not statistically significant. VE values strongly correlated with pre-dialytic pCO2 (Spearman's ρ = -0.97), but GH only weakly correlated with pre-dialytic CBic (ρ = -0.30). Acid-base equilibrium is extremely sensitive to respiratory regulation. When attempting to predict the evolution of pCO2 a CBic during the HD cycle, changes in the respiration parameters must be accounted for by the model, at the risk of a significant loss of prediction accuracy.
期刊介绍:
The International Journal of Artificial Organs (IJAO) publishes peer-reviewed research and clinical, experimental and theoretical, contributions to the field of artificial, bioartificial and tissue-engineered organs. The mission of the IJAO is to foster the development and optimization of artificial, bioartificial and tissue-engineered organs, for implantation or use in procedures, to treat functional deficits of all human tissues and organs.