Evidence map›Paper›PMID 42215630›Full record

ArticleNPJ digital medicine2026

Effects of early life adversity on socially learned analgesia and empathy in virtual reality.

Lakota Watson, Yang Wang, Jewel N White, Roni Shafir, Giancarlo Colloca, Jonathan Michael Heagerty, Sida Li, Barbara Brawn, Amitabh Varshney, Shuo Chen and 1 more

Abstract read
In one paragraph

Article in NPJ digital medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Lakota WatsonDepartment of Pain and Translational Symptom Science, Placebo Beyond Opinions Center, University of Maryland School of Nursing, Baltimore, MD, USA.
Yang WangDepartment of Pain and Translational Symptom Science, Placebo Beyond Opinions Center, University of Maryland School of Nursing, Baltimore, MD, USA.
Jewel N WhiteDepartment of Pain and Translational Symptom Science, Placebo Beyond Opinions Center, University of Maryland School of Nursing, Baltimore, MD, USA.
Roni ShafirDepartment of Pain and Translational Symptom Science, Placebo Beyond Opinions Center, University of Maryland School of Nursing, Baltimore, MD, USA.
Giancarlo CollocaInformation Technology PhD Program, Towson University, Towson, MD, USA.
Jonathan Michael HeagertyCollege of Computer, Mathematical, and Natural Sciences, University of Maryland College Park, College Park, MD, USA.
Sida LiCollege of Computer, Mathematical, and Natural Sciences, University of Maryland College Park, College Park, MD, USA.
Barbara BrawnCollege of Computer, Mathematical, and Natural Sciences, University of Maryland College Park, College Park, MD, USA.
Amitabh VarshneyCollege of Computer, Mathematical, and Natural Sciences, University of Maryland College Park, College Park, MD, USA.
Shuo ChenBiostatistics and Data Science, Maryland Psychiatric Research Center, School of Medicine, University of Maryland, Baltimore, MD, USA.
Luana CollocaDepartment of Pain and Translational Symptom Science, Placebo Beyond Opinions Center, University of Maryland School of Nursing, Baltimore, MD, USA. colloca@umaryland.edu.

Funding

NRSA Training CoreTL1TR003100 · NCATS · JOHNS HOPKINS UNIVERSITY · PI SAHA, SOMNATH · 2019 to 2023
$4.5M
Neural correlates of hypoalgesia driven by observationR01AT010333 · NCCIH · UNIVERSITY OF MARYLAND BALTIMORE · PI COLLOCA, LUANA · 2019 to 2023
$3.7M
NCATS NIH HHS 5TL1TR003100NCATS NIH HHS TL1 TR003100NCCIH NIH HHS 5R01AT010333NCCIH NIH HHS R01 AT010333
6 · The paper itself

Abstract

Many digital interventions rely on learning from social and contextual cues, yet it remains unclear how early life adversity influences responsiveness to these mechanisms. Early life adversity (ELA), commonly assessed using Adverse Childhood Experiences (ACEs), is associated with long-lasting alterations in stress regulation and social information processing that may shape learning-based pain modulation. Using an observational learning paradigm implemented in immersive virtual reality (VR), we examined how ELA modulates socially learned analgesia and empathy-related processes. Adults with Low or High ACE exposure observed Human or Avatar demonstrators experiencing pain relief and subsequently underwent standardized pain testing in immersive and non-immersive contexts. Individuals with higher ACE exposure showed stronger socially learned analgesia, particularly in immersive VR, despite exhibiting reduced affective state empathy and preserved cognitive empathy. These findings indicate that ELA is associated with altered sensitivity to socially transmitted treatment cues, highlighting immersive VR as a platform for probing individual differences and informing the personalization of digital pain interventions.

Identifiers

PMID42215630
PMCPMC13503806

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.