Functional Clustering of Systolic Blood Pressure and Frontal Brain Oxygenation During an Active Stand Test in the Irish Longitudinal Study on Aging (TILDA): A Comparison of Tissue Saturation Index Versus Absolute Oxygenated Hemoglobin Concentration A

Understanding the clinical implications of combined patterns of blood pressure and brain oxygenation dynamics during the transition from lying to standing remains limited. These dynamics can be investigated noninvasively in humans through a standardized active stand (AS) test, which involves continuous monitoring of blood pressure using digital artery photoplethysmography and frontal brain oxygenation using near-infrared spectroscopy (NIRS). While NIRS output is commonly assessed in terms of the tissue saturation index (TSI), it can also be quantified by the absolute concentration of oxygenated hemoglobin (O2Hb). This study aimed to explore functional clustering of systolic blood pressure (sBP) and frontal brain oxygenation during the AS test within the Irish Longitudinal Study on Aging (TILDA), comparing the health correlates of TSI and O2Hb clustered with the K-shape algorithm. A total of 2793 participants from TILDA wave three were included, with a mean age of 64.5 years and 46.9% being male. Both clustering methodologies revealed statistically significant associations with participants’ characteristics, including age, sex, body mass index (BMI), pulse wave velocity, cardiovascular medication usage, and usual gait speed. Notably, the TSI_sBP clustering approach uniquely captured variations in the mini-mental state examination (MMSE) cognitive score and history of cardiovascular disease, whereas the O2Hb_sBP clustering method specifically identified variations in poststand orthostatic intolerance (OI) symptoms and future mortality. It was revealed that, when coupled with sBP signal, O2Hb information was associated with a clinically important longitudinal outcome, whereas TSI was not. However, external validation of this finding is warranted to confirm its robustness and generalizability.

Authors

Institutions

Publication Details

Journal
IEEE Sensors Journal
Published
2024-11-05
DOI
https://doi.org/10.1109/jsen.2024.3488513
Primary Topic
Optical Imaging and Spectroscopy Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Functional Clustering of Systolic Blood Pressure and Frontal Brain Oxygenation During an Active Stand Test in the Irish Longitudinal Study on Aging (TILDA): A Comparison of Tissue Saturation Index Versus Absolute Oxygenated Hemoglobin Concentration A

Silvin P. Knight, Rose Anne Kenny, Emma Connolly, Román Romero‐Ortuño et al.
IEEE Sensors Journal
Optical Imaging and Spectroscopy Techniques
article

Functional Clustering of Systolic Blood Pressure and Frontal Brain Oxygenation During an Active Stand Test in the Irish Longitudinal Study on Aging (TILDA): A Comparison of Tissue Saturation Index Versus Absolute Oxygenated Hemoglobin Concentration A

Silvin P. Knight, Rose Anne Kenny, Emma Connolly, Román Romero‐Ortuño, Louise Newman, Eoin Duggan, Xue Feng, Morgana Afonso Shirsath
article en

Abstract

Understanding the clinical implications of combined patterns of blood pressure and brain oxygenation dynamics during the transition from lying to standing remains limited. These dynamics can be investigated noninvasively in humans through a standardized active stand (AS) test, which involves continuous monitoring of blood pressure using digital artery photoplethysmography and frontal brain oxygenation using near-infrared spectroscopy (NIRS). While NIRS output is commonly assessed in terms of the tissue saturation index (TSI), it can also be quantified by the absolute concentration of oxygenated hemoglobin (O2Hb). This study aimed to explore functional clustering of systolic blood pressure (sBP) and frontal brain oxygenation during the AS test within the Irish Longitudinal Study on Aging (TILDA), comparing the health correlates of TSI and O2Hb clustered with the K-shape algorithm. A total of 2793 participants from TILDA wave three were included, with a mean age of 64.5 years and 46.9% being male. Both clustering methodologies revealed statistically significant associations with participants’ characteristics, including age, sex, body mass index (BMI), pulse wave velocity, cardiovascular medication usage, and usual gait speed. Notably, the TSI_sBP clustering approach uniquely captured variations in the mini-mental state examination (MMSE) cognitive score and history of cardiovascular disease, whereas the O2Hb_sBP clustering method specifically identified variations in poststand orthostatic intolerance (OI) symptoms and future mortality. It was revealed that, when coupled with sBP signal, O2Hb information was associated with a clinically important longitudinal outcome, whereas TSI was not. However, external validation of this finding is warranted to confirm its robustness and generalizability.

IEEE Sensors JournalVol. 25(1)
Trinity College Dublin (IE)
Science Foundation Ireland
Openalex Percentile: Top 67%
Optical Imaging and Spectroscopy Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.