Evidence map›Paper›PMID 35915404›Full record

ArticleJournal of neurodevelopmental disorders2022

Identifying and describing subtypes of spontaneous empathic facial expression production in autistic adults.

Jennifer Quinde-Zlibut, Anabil Munshi, Gautam Biswas, Carissa J Cascio

Open access · goldAbstract read
In one paragraph

Article in Journal of neurodevelopmental disorders, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
1.1field-weighted citation impact, top 26% of its field
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

3 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.

  1. Pooled it
  2. A sensorimotor basis for facial expressivity differences in autism.Imaging neuroscience (Cambridge, Mass.) · 2025
    Article
  3. Article
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 at 2 institutions in 1 country.

Jennifer Quinde-Zlibut *Graduate Program in Neuroscience, Vanderbilt University, Nashville, USA. jennifer.m.quinde@vanderbilt.edu.ORCID 0000-0003-4106-7693
Anabil Munshi *Institute for Software Integrated Systems, Vanderbilt University, Nashville, USA.
Gautam BiswasInstitute for Software Integrated Systems, Vanderbilt University, Nashville, USA.
Carissa J CascioDepartment of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, USA.
Vanderbilt University · USVanderbilt University Medical Center · US

Funding

Overall: Eunice Kennedy Shriver Intellectual and Developmental Disabilities Research Center at VanderbiltP50HD103537 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Jeffrey L Neul · 2020 to 2026
$10.3M
Sensorimotor integration governing facial expression production in autism.R01MH102272 · NIMH · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CASCIO, CARISSA J · 2014 to 2023
$4.3M
Peripersonal Space Representation as a Basis for Social Deficits in Autism and Schizophrenia Spectrum DisordersR21MH109225 · NIMH · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CASCIO, CARISSA J, WALLACE, MARK THOMAS · 2016 to 2017
$435k
Advancing Opportunities for Ped. Research and the Role of CC-CHOC within NCATSU13TR000044 · NCATS · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI KASKEL, FREDERICK JEFFREY · 2013 to 2013
$30k
Linking Clinical Translational Science Award Sites to Improve Pediatric ResearchR13TR000044 · NCATS · VANDERBILT UNIVERSITY · PI BARKIN, SHARI · 2012 to 2012
$23k
NCATS NIH HHS R13 TR000044NCATS NIH HHS U13 TR000044NICHD NIH HHS P50 HD103537NIMH NIH HHS R01 MH102272NIMH NIH HHS R21 MH109225
6 · The paper itself

Abstract

backgroundIt is unclear whether atypical patterns of facial expression production metrics in autism reflect the dynamic and nuanced nature of facial expressions across people or a true diagnostic difference. Furthermore, the heterogeneity observed across autism symptomatology suggests a need for more adaptive and personalized social skills programs. Towards this goal, it would be useful to have a more concrete and empirical understanding of the different expressiveness profiles within the autistic population and how they differ from neurotypicals.

methodsWe used automated facial coding and an unsupervised clustering approach to limit inter-individual variability in facial expression production that may have otherwise obscured group differences in previous studies, allowing an "apples-to-apples" comparison between autistic and neurotypical adults. Specifically, we applied k-means clustering to identify subtypes of facial expressiveness in an autism group (N = 27) and a neurotypical control group (N = 57) separately. The two most stable clusters from these analyses were then further characterized and compared based on their expressiveness and emotive congruence to emotionally charged stimuli.

resultsOur main finding was that a subset of autistic adults in our sample show heightened spontaneous facial expressions irrespective of image valence. We did not find evidence for greater incongruous (i.e., inappropriate) facial expressions in autism. Finally, we found a negative trend between expressiveness and emotion recognition within the autism group.

conclusionThe results from our previous study on self-reported empathy and current expressivity findings point to a higher degree of facial expressions recruited for emotional resonance in autism that may not always be adaptive (e.g., experiencing similar emotional resonance regardless of valence). These findings also build on previous work indicating that facial expression intensity is not diminished in autism and suggest the need for intervention programs to focus on emotion recognition and social skills in the context of both negative and positive emotions.

Indexed as

Autism Spectrum DisorderAutistic DisorderAdultEmotionsEmpathyFacial ExpressionHumansAutism spectrum disorderEmpathyFacial expression productionNonverbal communication

Identifiers

PMID35915404
PMCPMC9342940
OpenAlexW4289277943

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.