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Affect labeling down-regulates amygdala only in a dominant native language.

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Paper

Loaded from Europe PMC by your browser, not stored by OSCR: doi.org · Europe PMC

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The authors' code

R · 14 lines · 355 B · other

  1. #' Function to check duplicate ID variables
  2. #'
  3. #' @param data S dataset
  4. #' @param id ID column corresponding to the unique subject ID.
  5. #' @import dplyr
  6. #' @export
  7. checkDuplicateID <- function(data, id){
  8. ids <- unlist(data %>% dplyr::pull(!!id))
  9. if(any(duplicated(ids))){
  10. return(ids[duplicated(ids)])
  11. }else{
  12. return(NULL)
  13. }
  14. }

checkDuplicateID.R at commit 0581e6b, under other · at the source

Overview

Authors: Tatiana Davydova1, Lidón Marin Marin1, Anastasia Cherednichenko1, Alexander Fengler2, Jesús Adrián Ventura3, María de los Ángeles Palomar García3, Marc-Lluís Vives4, Víctor Costumero1
  1. Neuropsychology and Functional Neuroimaging Group, Department of Basic and Clinical Psychology and Psychobiology, Universitat Jaume I, Castellón de la Plana 12071, Spain
  2. Department of Cognitive and Psychological Sciences, Brown University, Providence, RI 02912, USA
  3. Department of Psychology and Sociology, Universidad de Zaragoza, Teruel 44003, Spain
  4. Institute of Psychology, Social, Economic and Organisational Psychology Unit, Leiden University, 2333 AK Leiden, The Netherlands
Institutions: Universitat Jaume I (Spain); Brown University (United States); Universidad de Zaragoza (Spain); Leiden University (Netherlands)
Dates: received 29 January 2026; accepted 29 July 2026; published online 31 August 2026; in print 8 September 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1073/pnas.2603126123 · PMID 42673452 · PMCID PMC13552847 · OpenAlex W7126131625
Open access: hybrid, a free copy (OpenAlex)
Preprint: osf.io/ypcqz
Status: code verified
Categories: fMRI (modality), human (organism), cognitive (subfield)
Methods: Statistics, Machine learning, Connectivity, fMRI & imaging
Keywords: second language, affect labeling, bilingualism, emotion regulation, fMRI
MeSH: Affect*, Amygdala*, Emotions*, Multilingualism*, Brain Mapping, Down-Regulation, Female, Humans, Language, Magnetic Resonance Imaging, Male (* major topic)
Journal subjects: Biological Sciences, Neuroscience, Social Sciences, Psychological and Cognitive Sciences
Topic: Memory and Neural Mechanisms (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Ministerio de Ciencia, Innovación y Universidades (PID2019-105077RJ-I00, RYC2021-033809-I); Conselleria de Educacion, Universidades y Empleo (CIAICO/2022/180)
Citations: cited by 1 paper (Europe PMC); 68 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Repositories

Its files are read in the Code ↔ Paper reader above.

jasongullifer/languageEntropy

License: other
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Commit: 0581e6b2a5c6bd11750ee70b477d03cec884b51b, 27 July 2020
Languages: R (10)
Size: 36 files, 10 scripts
Software Heritage: not archived
Found in: the text, “Measure of Language Dominance.”
Holds: README, license file, environment (DESCRIPTION), tests, continuous integration, documentation, 1 notebook
Not found: CITATION.cff
Tools: tidyverse (6 files), ggplot2 (1 file)
Availability: 1 check, the latest on 27 September 2026: the link answers
  • 27 September 2026: the link answers
13 files

OSF ypcqz

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Size: 0 files, 0 scripts
Software Heritage: not checked
Found in: the references
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
At the source:

The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 2 repositories of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 10 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Code and data availability statement

The paper has a code and data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • no repository, dataset or request procedure was recognized in it

Read it in the paper: doi.org/10.1073/pnas.2603126123.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 8 authors, 5 keywords, 11 MeSH terms, 2 funders, 56 references.

Cite

This paper

Davydova, T., Marin Marin, L., Cherednichenko, A., Fengler, A., Adrián Ventura, J., Palomar García, M. d. l. Á., Vives, M.-L., & Costumero, V. (2026). Affect labeling down-regulates amygdala only in a dominant native language. Proceedings of the National Academy of Sciences of the United States of America, 123(36), e2603126123. https://doi.org/10.1073/pnas.2603126123

BibTeX

@article{davydova2026affect,
author = {Davydova, Tatiana and Marin Marin, Lidón and Cherednichenko, Anastasia and Fengler, Alexander and Adrián Ventura, Jesús and Palomar García, María de los Ángeles and Vives, Marc-Lluís and Costumero, Víctor},
title = {{Affect labeling down-regulates amygdala only in a dominant native language}},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
year = {2026},
month = aug,
volume = {123},
number = {36},
pages = {e2603126123},
publisher = {National Academy of Sciences},
issn = {0027-8424},
doi = {10.1073/pnas.2603126123},
url = {https://doi.org/10.1073/pnas.2603126123},
pmid = {42673452},
pmcid = {PMC13552847}
}

RIS

TY - JOUR
AU - Davydova, Tatiana
AU - Marin Marin, Lidón
AU - Cherednichenko, Anastasia
AU - Fengler, Alexander
AU - Adrián Ventura, Jesús
AU - Palomar García, María de los Ángeles
AU - Vives, Marc-Lluís
AU - Costumero, Víctor
TI - Affect labeling down-regulates amygdala only in a dominant native language
T2 - Proceedings of the National Academy of Sciences of the United States of America
J2 - Proc Natl Acad Sci U S A
PY - 2026
DA - 2026/08/31
VL - 123
IS - 36
SP - e2603126123
SN - 0027-8424
PB - National Academy of Sciences
DO - 10.1073/pnas.2603126123
UR - https://doi.org/10.1073/pnas.2603126123
LA - en
ER -

CSL-JSON

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"author": [
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"family": "Davydova",
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"family": "Fengler",
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"DOI": "10.1073/pnas.2603126123",
"PMID": "42673452",
"PMCID": "PMC13552847",
"ISSN": "0027-8424",
"publisher": "National Academy of Sciences",
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"language": "en",
"issued": {
"date-parts": [
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