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Oxytocin and Dopamine Receptor Expression: Cellular Level Implications for Pair Bonding

Dataset DOI: 10.5061/dryad.s1rn8pkk3

Description of the data and file structure

Data Description

This dataset was collected from four cohorts of voles:

  • Sexually naive prairie voles (NP)
  • Sexually naive meadow voles (NM)
  • Pairbonded prairie voles (PP)
  • Paired meadow voles (PM)

Data was obtained through microscopy image analysis using Fiji ImageJ software.

Data Collection & Processing

Microscopy Analysis

  • DAPI masks were generated using the Analyze Particles function in Fiji ImageJ. Each region of interest (ROI) represents a nucleus.
  • The presence or absence of transcript was assessed for each ROI across three channels: D1DR (Drd1), D2DR (Drd2), and OXTR (Oxtr).
  • Data collected per ROI included:
    • ROI number
    • ROI area
    • Mean, minimum, and maximum gray values
    • Percent area covered by pixels

Oxtr Puncta Quantification

  • Oxtr puncta counts were recorded in the Oxtr Puncta Counts file for all four cohorts.
  • Secondary Object Count (Sec_Object Count) was collected only for the OXTR channel, representing the number of puncta per ROI.
  • Puncta detection utilized:
    • Morphological Filters Plugin (GitHub link)
    • Object Inspector (2D/3D) Plugin

Regional Classification

  • Each ROI was assigned a Region1 category:
    • Core1 = Core of the nucleus accumbens
    • Shell1 = Medial shell
    • Shell3 = Lateral shell
  • The Region variable specifies subregion and hemisphere (left/right).
  • Rostral-caudal levels (RC levels) of the nucleus accumbens were recorded.

Methods (From Manuscript)

Images were analyzed using Fiji ImageJ software (version 2.14.0/1.54f). Images were split into four channels:

  • Channel 0 = DAPI
  • Channel 1 = Drd1
  • Channel 2 = Drd2
  • Channel 3 = Oxtr

Regions of interest (ROIs) outlining DAPI-stained nuclei were automatically generated in Fiji ImageJ. Thresholds for DAPI nuclear staining were manually established to eliminate background and accurately overlay nuclei.

DAPI Mask Validation

  • Accuracy was verified in 10% of images (one per animal) by comparing experimenter-counted vs. automatic nuclei counts.
  • Counts differed by ≤5%, supporting the reliability of automatic ROI generation.

Signal Detection & Quantification

  • The DAPI mask overlay was applied to Drd1, Drd2, and Oxtr images (Fig. 1C).
  • A white top-hat transformation enhanced contrast, improving bright feature detection.
  • Collected signal data included:
    • ROI number (nucleus number)
    • Minimum, mean, and maximum intensity values
    • % area (for both 16-bit and 8-bit data)

Data Processing & Analysis

  • Cellular distribution data was analyzed via custom Python code (GitHub repository).
  • This script identified:
    • Positively labeled nuclei for each channel
    • Double and triple-labeled cells (co-expression)

Oxtr Puncta Quantification

  • Oxtr puncta were quantified using:
    • Morphological Filters Plugin (GitHub link)
    • Object Inspector (2D/3D) Plugin

Files and variables

File: R3_L1_PM_cellular_distribution_8_bit_v2.xlsx

Description: rostral-caudal level 1, paired meadow voles, transcript distribution data (8 bit)

Variables
  • Region1 (nucleus accumbens subregion),
  • Region (nucleus accumbens subregion with laterality indicated),
  • Channel (label for transcript examined in that wavelength) ,
  • ROI (region of interest = nucleus) ,
  • Area (of nucleus/ROI),
  • Mean (gray value of transcript in that ROI in that channel indicated),
  • Min (gray value of transcript in that ROI in that channel indicated),
  • Max (gray value of transcript in that ROI in that channel indicated),
  • % Area (amount of area with nonzero pixels within ROI for that channel),
  • Sec Object Count (Oxtr puncta for OXTR channel only). Values are blank for D1DR and D2DR channels in this column.

File: R3_L1_NM_cellular_distribution_8_bit_v2.xlsx

Description: rostral-caudal level 1, naive meadow voles, transcript distribution data (8 bit)

Variables
  • Region1 (nucleus accumbens subregion),
  • Region (nucleus accumbens subregion with laterality indicated),
  • Channel (label for transcript examined in that wavelength) ,
  • ROI (region of interest = nucleus) ,
  • Area (of nucleus/ROI),
  • Mean (gray value of transcript in that ROI in that channel indicated),
  • Min (gray value of transcript in that ROI in that channel indicated),
  • Max (gray value of transcript in that ROI in that channel indicated),
  • % Area (amount of area with nonzero pixels within ROI for that channel),
  • Sec Object Count (Oxtr puncta for OXTR channel only). Values are blank for D1DR and D2DR channels in this column.

File: R3_L1_NP_cellular_distribution_8_bit_v2.xlsx

Description: rostral-caudal level 1, naive prairie voles, transcript distribution data (8 bit)

Variables
  • Region1 (nucleus accumbens subregion),
  • Region (nucleus accumbens subregion with laterality indicated),
  • Channel (label for transcript examined in that wavelength) ,
  • ROI (region of interest = nucleus) ,
  • Area (of nucleus/ROI),
  • Mean (gray value of transcript in that ROI in that channel indicated),
  • Min (gray value of transcript in that ROI in that channel indicated),
  • Max (gray value of transcript in that ROI in that channel indicated),
  • % Area (amount of area with nonzero pixels within ROI for that channel),
  • Sec Object Count (Oxtr puncta for OXTR channel only). Values are blank for D1DR and D2DR channels in this column.

File: R3_L1_PP_cellular_distribution_8_bit_v2.xlsx

Description: rostral-caudal level 1, pairbonded prairie voles, transcript distribution data (8 bit)

Variables
  • Region1 (nucleus accumbens subregion),
  • Region (nucleus accumbens subregion with laterality indicated),
  • Channel (label for transcript examined in that wavelength) ,
  • ROI (region of interest = nucleus) ,
  • Area (of nucleus/ROI),
  • Mean (gray value of transcript in that ROI in that channel indicated),
  • Min (gray value of transcript in that ROI in that channel indicated),
  • Max (gray value of transcript in that ROI in that channel indicated),
  • % Area (amount of area with nonzero pixels within ROI for that channel),
  • Sec Object Count (Oxtr puncta for OXTR channel only). Values are blank for D1DR and D2DR channels in this column.

File: R3_L1_Oxtr_Puncta_Counts_v2.xlsx

Description: Oxtr puncta counts per ROI for naive prairie voles, naive meadow voles, pairbonded prairie voles, and paired meadow voles

Variables
  • Animal # (sex is M or F and number is corresponding number given in colony)
  • Species (meadow or prairie vole)
  • Bond status (sexually naive or paired(bonded)
  • RC level (rostral caudal of nucleus accumbens; only level 1 is in this data set)
  • Region1 (subregion of nucleus accumbens)
  • Region (subregion of nucleus accumbens with laterality indicated)
  • ROI (region of interest corresponds to each nuclei detected)
  • Sec Object Count (# of Oxtr puncta detected within ROI)
  • Volume (^3) (data not used)

Code/software

Data files are in Excel sheets. Data sorting was done through Python scripts found on Donaldson Lab Github

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