Evidence map›Paper›PMID 39975198›Full record

ArticlebioRxiv : the preprint server for biology2025

Automated behavioral profiling using neural networks reveals differences in stress-like behavior between cave and surface-dwelling

Naresh Padmanaban, Rianna Ambosie, Stefan Choy, Shoshanah Marcus, Simon R O Nilsson, Alex C Keene, Johanna E Kowalko, Erik R Duboué

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

8 authors.

Naresh PadmanabanWilkes Honors College, Florida Atlantic University, 5353 Parkside Drive, Jupiter FL 33458.
Rianna AmbosieDepartment of Biological Sciences, Lehigh University 111 Research Dr., Allentown PA, 18015.
Stefan ChoyDepartment of Biological Sciences, Lehigh University 111 Research Dr., Allentown PA, 18015.
Shoshanah MarcusWilkes Honors College, Florida Atlantic University, 5353 Parkside Drive, Jupiter FL 33458.
Simon R O NilssonPlatea Biosciences, 4000 Mason Rd, Seattle, WA, 98195.ORCID 0000-0001-9591-614X
Alex C KeeneTexas A&M University, 3258 TAMU, College Station, Texas 77843.ORCID 0000-0001-6118-5537
Johanna E KowalkoDepartment of Biological Sciences, Lehigh University 111 Research Dr., Allentown PA, 18015.ORCID 0000-0002-3286-2954
Erik R DubouéWilkes Honors College, Florida Atlantic University, 5353 Parkside Drive, Jupiter FL 33458.ORCID 0000-0003-3303-5149

Funding

Determining the impact of early adversity on the developing vertebrate brainR15MH132057 · NIMH · FLORIDA ATLANTIC UNIVERSITY · PI DUBOUE, ERIK ROLANDO · 2022 to 2022
$458k
Functional dissection of brain-wide circuits modulating recovery from stress.R15MH118625 · NIMH · FLORIDA ATLANTIC UNIVERSITY · PI DUBOUE, ERIK ROLANDO · 2018 to 2018
$446k
NIMH NIH HHS R15 MH118625NIMH NIH HHS R15 MH132057
6 · The paper itself

Abstract

Behavioral stress responses allow animals to quickly adapt to local environments and are critical for survival. Stress responses provide an ideal model for investigating the evolution of complex behaviors due to their conservation across species, critical role in survival, and integration of behavioral and physiological components. The Mexican cavefish (

Identifiers

PMID39975198
PMCPMC11838477

What OpenQuestion holds

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LicenceCC BY-ND
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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.