Recognition of adaptive stress response patterns in adolescents based on multiple hair biomarkers

Background: The Adaptive Calibration Model (ACM) explains how individuals' stress response systems (SRS) develop different calibration patterns under environmental stress, subsequently shaping physiological responses and behavioral strategies during growth. However, research on adaptive stress response patterns has yielded inconsistent results across studies, warranting further investigation. Methods: = 124, age range: 12-18). We compared differences in these patterns across sex and disadvantaged/non-disadvantaged groups, and examined their relationship with depressive symptoms. Results: A 4-profile solution was selected based on theoretical interpretability. The buffered profile was most prevalent (35.5%). Children from disadvantaged backgrounds, compared to non- disadvantaged children, were characterized by a significantly higher proportion of the vigilant profile. However, no significant differences in depression scores were found among the different stress adaptation patterns. Conclusion: This study provides the first validation of ACM-proposed stress adaptation patterns from multidimensional functional indicators of HPA axis functional perspective. Early disadvantaged environments appear to promote vigilant stress adaptation patterns. These findings provide valuable reference for future mechanism analysis and intervention development for stress-related conditions in adolescents.

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Publication Details

Journal
Frontiers in Psychology
Published
2026-04-13
DOI
https://doi.org/10.3389/fpsyg.2026.1720146
Primary Topic
Stress Responses and Cortisol
Type
article
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article

Recognition of adaptive stress response patterns in adolescents based on multiple hair biomarkers

Shuci Liu, Shurui Shen, Wei Wang, Shan Su et al.
Frontiers in Psychology
Stress Responses and Cortisol
article

Recognition of adaptive stress response patterns in adolescents based on multiple hair biomarkers

Shuci Liu, Shurui Shen, Wei Wang, Shan Su, Hao Shen
article en

Abstract

Background: The Adaptive Calibration Model (ACM) explains how individuals' stress response systems (SRS) develop different calibration patterns under environmental stress, subsequently shaping physiological responses and behavioral strategies during growth. However, research on adaptive stress response patterns has yielded inconsistent results across studies, warranting further investigation. Methods: = 124, age range: 12-18). We compared differences in these patterns across sex and disadvantaged/non-disadvantaged groups, and examined their relationship with depressive symptoms. Results: A 4-profile solution was selected based on theoretical interpretability. The buffered profile was most prevalent (35.5%). Children from disadvantaged backgrounds, compared to non- disadvantaged children, were characterized by a significantly higher proportion of the vigilant profile. However, no significant differences in depression scores were found among the different stress adaptation patterns. Conclusion: This study provides the first validation of ACM-proposed stress adaptation patterns from multidimensional functional indicators of HPA axis functional perspective. Early disadvantaged environments appear to promote vigilant stress adaptation patterns. These findings provide valuable reference for future mechanism analysis and intervention development for stress-related conditions in adolescents.

Frontiers in PsychologyVol. 17
Xuzhou Medical College (CN)
Life in Land
Openalex Percentile: Top 31%
Stress Responses and Cortisol
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Recognition of adaptive stress response patterns in adolescents based on multiple hair biomarkers — Shuci Liu, Shurui Shen, et al. · Frontiers in Psychology (2026) | TGRS Research Map | TGRS