Evidence map›Paper›PMID 36789089›Full record

ArticleBio-protocol2023

Quantitative Analysis of Gene Expression in RNAscope-processed Brain Tissue.

Maria E Secci, Tanner Reed, Virginia Quinlan, Nicholas W Gilpin, Elizabeth M Avegno

Abstract read
In one paragraph

Article in Bio-protocol, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
  2. Article
  3. A CD4Nature communications · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Chronic alcohol withdrawal-associated increases in VTAAdvances in drug and alcohol research · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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.

Maria E SecciDepartment of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, United States.
Tanner ReedDepartment of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, United States.
Virginia QuinlanDepartment of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, United States.
Nicholas W GilpinDepartment of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, United States.
Elizabeth M AvegnoDepartment of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, United States.

Funding

Role of Neuropeptides in Stress-Induced Escalation of Alcohol DrinkingR01AA023305 · NIAAA · LSU HEALTH SCIENCES CENTER · PI GILPIN, NICHOLAS WARREN · 2014 to 2024
$3.7M
8/8 NADIA U01 Long-Term Effects of Adolescent Alcohol on PainU01AA028709 · NIAAA · LSU HEALTH SCIENCES CENTER · PI GILPIN, NICHOLAS WARREN, WILLS, TIFFANY A · 2020 to 2024
$1.8M
Orexin modulation of brain reward-brain stress system interactions in alcohol withdrawal anxietyK01AA028541 · NIAAA · LSU HEALTH SCIENCES CENTER · PI Elizabeth Minor Avegno · 2022 to 2026
$818k
Medical Student Alcohol Research Internship (MSARI)T35AA021097 · NIAAA · LSU HEALTH SCIENCES CENTER · PI Scott Edwards, PATRICIA E. MOLINA · 2012 to 2026
$471k
BLRD VA I01 BX003451NIAAA NIH HHS K01 AA028541NIAAA NIH HHS R01 AA023305NIAAA NIH HHS U01 AA028709
6 · The paper itself

Abstract

Molecular characterization of different cell types in rodent brains is a widely used and important approach in neuroscience. Fluorescent detection of transcripts using RNAscope (ACDBio) has quickly became a standard in situ hybridization (ISH) approach. Its sensitivity and specificity allow for the simultaneous detection of between three and forty-eight low abundance mRNAs in single cells (i.e., multiplexing or hiplexing), and, in contrast to other ISH techniques, it is performed in a shorter amount of time. Manual quantification of transcripts is a laborious and time-consuming task even for small portions of a larger tissue section. Herein, we present a protocol for creating high-quality images for quantification of RNAscope-labeled neurons in the rat brain. This protocol uses custom-made scripts within the open-source software QuPath to create an automated workflow for the careful optimization and validation of cell detection parameters. Moreover, we describe a method to derive mRNA signal thresholds using negative controls. This protocol and automated workflow may help scientists to reliably and reproducibly prepare and analyze rodent brain tissue for cell type characterization using RNAscope. Graphical abstract.

Indexed as

Analysis thresholdAutomatic quantificationBrainImage analysisQuPathRNAscopeSlide scanning microscope

Identifiers

PMID36789089
PMCPMC9901451

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.