Evidence map›Paper›PMID 34086726›Full record

ArticlePloS one2021

Inferring spikes from calcium imaging in dopamine neurons.

Weston Fleming, Sean Jewell, Ben Engelhard, Daniela M Witten, Ilana B Witten

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
2.7field-weighted citation impact, top 10% 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

19 citing papers in PubMed, 32 citations in OpenAlex.

  1. Article
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  5. 5-HTMolecular psychiatry · 2025
    Article
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  9. Natural phasic inhibition of dopamine neurons signals cognitive rigidity.bioRxiv : the preprint server for biology · 2024
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  11. Review
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  19. Local accumbens in vivo imaging during deep brain stimulation reveals a strategy-dependent amelioration of hedonic feeding.Proceedings of the National Academy of Sciences of the United States of America · 2022
    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

5 authors at 2 institutions in 1 country.

Weston FlemingPrinceton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America.ORCID 0000-0002-4792-1929
Sean JewellDepartment of Statistics & Biostatistics, University of Washington, Seattle, Washington, United States of America.
Ben EngelhardPrinceton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America.
Daniela M WittenDepartment of Statistics & Biostatistics, University of Washington, Seattle, Washington, United States of America.
Ilana B WittenPrinceton Neuroscience Institute, Princeton University, Princeton, New Jersey, United States of America.
Princeton University · USUniversity of Washington · US

Funding

Subcortical Neural Coding and DynamicsU19NS104648 · NINDS · PRINCETON UNIVERSITY · PI PILLOW, JONATHAN WILLIAM · 2017 to 2021
$15.3M
NRSA Training Grant in Quantitative NeuroscienceT32MH065214 · NIMH · PRINCETON UNIVERSITY · PI Nathaniel Douglass Daw, KENNETH A NORMAN · 2002 to 2026
$7.9M
Models and Methods for Calcium Imaging Data with Application to the Allen Brain ObservatoryR01EB026908 · NIBIB · UNIVERSITY OF WASHINGTON · PI BUICE, MICHAEL, WITTEN, DANIELA · 2018 to 2020
$1.1M
CRCNS: Theory and Experiments to Elucidate Neural Coding in the Reward CircuitR01DA047869 · NIDA · UNIVERSITY OF WASHINGTON · PI WITTEN, DANIELA, WITTEN, ILANA · 2018 to 2021
$1.0M
Circuit mechanisms of functional diversity of dopamine neurons during complex behaviorK99MH122657 · NIMH · PRINCETON UNIVERSITY · PI ENGELHARD, BEN · 2020 to 2021
$238k
NIBIB NIH HHS R01 EB026908NIDA NIH HHS R01 DA047869NIMH NIH HHS K99 MH122657NIMH NIH HHS T32 MH065214NINDS NIH HHS U19 NS104648
6 · The paper itself

Abstract

Calcium imaging has led to discoveries about neural correlates of behavior in subcortical neurons, including dopamine (DA) neurons. However, spike inference methods have not been tested in most populations of subcortical neurons. To address this gap, we simultaneously performed calcium imaging and electrophysiology in DA neurons in brain slices and applied a recently developed spike inference algorithm to the GCaMP fluorescence. This revealed that individual spikes can be inferred accurately in this population. Next, we inferred spikes in vivo from calcium imaging from these neurons during Pavlovian conditioning, as well as during navigation in virtual reality. In both cases, we quantitatively recapitulated previous in vivo electrophysiological observations. Our work provides a validated approach to infer spikes from calcium imaging in DA neurons and implies that aspects of both tonic and phasic spike patterns can be recovered.

Indexed as

Action PotentialsAlgorithmsAnimalsBrainCalciumCalcium SignalingConditioning, ClassicalDopamineDopaminergic NeuronsElectrophysiological PhenomenaMiceCalciumDopamine

Identifiers

PMID34086726
PMCPMC8177503
OpenAlexW3164626037

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.