Evidence mapPaperPMID 39688117Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Current Strategies and Future Directions of Wearable Biosensors for Measuring Stress Biochemical Markers for Neuropsychiatric Applications.

Zach Sheffield, Priyanka Paul, Shraddha Krishnakumar, Dipanjan Pan

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
  2. Review
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  5. Article
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  7. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Zach SheffieldHuck Institutes of the Life Sciences, The Pennsylvania State University, State College, PA, 16802, USA.
Priyanka PaulDepartment of Pediatrics, University of Maryland Baltimore School of Medicine, Baltimore, MD, 21201, USA.
Shraddha KrishnakumarHuck Institutes of the Life Sciences, The Pennsylvania State University, State College, PA, 16802, USA.
Dipanjan PanHuck Institutes of the Life Sciences, The Pennsylvania State University, State College, PA, 16802, USA.ORCID https://orcid.org/0000-0003-0175-4704

Funding

CDC HHS 75D30122C15492Department of Defense (DoD) Congressionally Directed Medical Research Program (CDMRP) TP210376National Science Foundation CBET2153091/2229986
6 · The paper itself

Abstract

Most wearable biosensors aimed at capturing psychological state target stress biomarkers in the form of physical symptoms that can correlate with dysfunction in the central nervous system (CNS). However, such markers lack the specificity needed for diagnostic or preventative applications. Wearable biochemical sensors (WBSs) have the potential to fill this gap, however, the technology is still in its infancy. Most WBSs proposed thus far target cortisol. Although cortisol detection is demonstrated as a viable method for approximating the extent and severity of psychological stress, the hormone also lacks specificity. Multiplex WBSs that simultaneously target cortisol alongside other viable stress-related biochemical markers (SBMs) can prove to be indispensable for understanding how psychological stress contributes to the pathophysiology of neuropsychiatric illnesses (NPIs) and, thus, lead to the discovery of new biomarkers and more objective clinical tools. However, none target more than one SBM implicated in NPIs. Till this review, cortisol's connection to dysfunctions in the CNS, to other SBMs, and their implication in various NPIs has not been discussed in the context of developing WBS technology. As such, this review is meant to inform the biosensing and neuropsychiatric communities of viable future directions and possible challenges for WBS technology for neuropsychiatric applications.

Indexed as

BiomarkersBiosensing TechniquesMental DisordersStress, PsychologicalWearable Electronic DevicesHumansHydrocortisoneBiomarkersHydrocortisonecortisolmultiplexneuropsychiatricperipheral biofluidsstresswearable biosensors

Identifiers

PMID39688117
PMCPMC11791988

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.