Facial temperature is a promising non-invasive index of autonomic activity, yet its dynamics during resting state remain largely unexplored. In the present study, we investigated the relationship between facial temperature in the key regions of the nose tip and the periorbital area, and cardiac activity. Facial temperature was measured using functional infrared thermal imaging, while cardiac parasympathetic activity was indexed by high-frequency (HF) power and the root mean square of successive differences (RMSSD) of heart rate variability (HRV). Analyses included (i) grand-average correlations to identify overarching physiological patterns, (ii) within-subject correlations to explore the strength of individual-level relationship, and (iii) between-subject correlations to examine inter-individual variability in the association between cardiac and thermal signals. Across 32 participants, during a 13.5-min resting-state session, HF power showed a positive association with nose-tip temperature and a negative association with periorbital temperature, whereas RMSSD showed weaker effects. A differential temperature index (nose-tip minus periorbital) emerged as the most robust correlate of HF power. These findings suggest that facial thermal dynamics mirror vagal modulation at rest and that the differential index, which integrates information from distinct facial areas, may offer a sensitive, contactless indicator of autonomic activity.

Towards a novel contactless autonomic biomarker: Investigating the relationship between heart rate variability and facial temperature during resting state / Piperno, Giulio; Scattolin, Marina; Vabba, Alisha; Ottaviani, Cristina; Thayer, Julian F.; Porciello, Giuseppina; Panasiti, Maria Serena. - In: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. - ISSN 0167-8760. - (2026). [10.1016/j.ijpsycho.2026.113332]

Towards a novel contactless autonomic biomarker: Investigating the relationship between heart rate variability and facial temperature during resting state

Piperno, Giulio
Primo
Writing – Original Draft Preparation
;
Scattolin, Marina
Methodology
;
Vabba, Alisha
Methodology
;
Ottaviani, Cristina
Supervision
;
Thayer, Julian F.
Supervision
;
Porciello, Giuseppina
Penultimo
Conceptualization
;
Panasiti, Maria Serena
Ultimo
Conceptualization
2026

Abstract

Facial temperature is a promising non-invasive index of autonomic activity, yet its dynamics during resting state remain largely unexplored. In the present study, we investigated the relationship between facial temperature in the key regions of the nose tip and the periorbital area, and cardiac activity. Facial temperature was measured using functional infrared thermal imaging, while cardiac parasympathetic activity was indexed by high-frequency (HF) power and the root mean square of successive differences (RMSSD) of heart rate variability (HRV). Analyses included (i) grand-average correlations to identify overarching physiological patterns, (ii) within-subject correlations to explore the strength of individual-level relationship, and (iii) between-subject correlations to examine inter-individual variability in the association between cardiac and thermal signals. Across 32 participants, during a 13.5-min resting-state session, HF power showed a positive association with nose-tip temperature and a negative association with periorbital temperature, whereas RMSSD showed weaker effects. A differential temperature index (nose-tip minus periorbital) emerged as the most robust correlate of HF power. These findings suggest that facial thermal dynamics mirror vagal modulation at rest and that the differential index, which integrates information from distinct facial areas, may offer a sensitive, contactless indicator of autonomic activity.
2026
Autonomic nervous system; Functional infrared thermal imaging; Heart rate variability; Nose-tip; Periorbital; Resting-state
01 Pubblicazione su rivista::01a Articolo in rivista
Towards a novel contactless autonomic biomarker: Investigating the relationship between heart rate variability and facial temperature during resting state / Piperno, Giulio; Scattolin, Marina; Vabba, Alisha; Ottaviani, Cristina; Thayer, Julian F.; Porciello, Giuseppina; Panasiti, Maria Serena. - In: INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. - ISSN 0167-8760. - (2026). [10.1016/j.ijpsycho.2026.113332]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1758802
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