Imaging
seqFISH
Related files:
-
🔬 Background doc: More details about this type.
- 📝 Excel template: For metadata entry.
- 📝 TSV template: Alternative for metadata entry.
This schema is for spatial sequencing by fluorescence in situ hybridization (seqFISH).
Metadata schema
Version 1 (use this one)
Shared by all types
version
description
donor_id
tissue_id
execution_datetime
protocols_io_doi
operator
operator_email
pi
pi_email
assay_category
assay_type
analyte_class
is_targeted
acquisition_instrument_vendor
acquisition_instrument_model
Unique to this type
resolution_x_value
resolution_x_unit
resolution_y_value
resolution_y_unit
resolution_z_value
resolution_z_unit
preparation_instrument_vendor
preparation_instrument_model
number_of_barcode_probes
number_of_barcode_regions_per_barcode_probe
number_of_readout_probes_per_channel
number_of_pseudocolors_per_channel
number_of_channels
number_of_cycles
section_prep_protocols_io_doi
reagent_prep_protocols_io_doi
contributors_path
data_path
Shared by all types
version
Version of the schema to use when validating this metadata.
constraint | value |
---|---|
enum | 1 |
required | True |
description
Free-text description of this assay.
constraint | value |
---|---|
required | True |
donor_id
HuBMAP Display ID of the donor of the assayed tissue. Example: ABC123
.
constraint | value |
---|---|
pattern (regular expression) | [A-Z]+[0-9]+ |
required | True |
tissue_id
HuBMAP Display ID of the assayed tissue. Example: ABC123-BL-1-2-3_456
.
constraint | value |
---|---|
pattern (regular expression) | (([A-Z]+[0-9]+)-[A-Z]{2}\d*(-\d+)+(_\d+)?)(,([A-Z]+[0-9]+)-[A-Z]{2}\d*(-\d+)+(_\d+)?)* |
required | True |
execution_datetime
Start date and time of assay, typically a date-time stamped folder generated by the acquisition instrument. YYYY-MM-DD hh:mm, where YYYY is the year, MM is the month with leading 0s, and DD is the day with leading 0s, hh is the hour with leading zeros, mm are the minutes with leading zeros.
constraint | value |
---|---|
type | datetime |
format | %Y-%m-%d %H:%M |
required | True |
protocols_io_doi
DOI for protocols.io referring to the protocol for this assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
operator
Name of the person responsible for executing the assay.
constraint | value |
---|---|
required | True |
operator_email
Email address for the operator.
constraint | value |
---|---|
format | email |
required | True |
pi
Name of the principal investigator responsible for the data.
constraint | value |
---|---|
required | True |
pi_email
Email address for the principal investigator.
constraint | value |
---|---|
format | email |
required | True |
assay_category
Each assay is placed into one of the following 4 general categories: generation of images of microscopic entities, identification & quantitation of molecules by mass spectrometry, imaging mass spectrometry, and determination of nucleotide sequence.
constraint | value |
---|---|
enum | imaging |
required | True |
assay_type
The specific type of assay being executed.
constraint | value |
---|---|
enum | seqFISH |
required | True |
analyte_class
Analytes are the target molecules being measured with the assay.
constraint | value |
---|---|
enum | RNA |
required | True |
is_targeted
Specifies whether or not a specific molecule(s) is/are targeted for detection/measurement by the assay.
constraint | value |
---|---|
type | boolean |
required | True |
acquisition_instrument_vendor
An acquisition instrument is the device that contains the signal detection hardware and signal processing software. Assays generate signals such as light of various intensities or color or signals representing the molecular mass.
constraint | value |
---|---|
required | True |
acquisition_instrument_model
Manufacturers of an acquisition instrument may offer various versions (models) of that instrument with different features or sensitivities. Differences in features or sensitivities may be relevant to processing or interpretation of the data.
constraint | value |
---|---|
required | True |
Unique to this type
resolution_x_value
The width of a pixel.
constraint | value |
---|---|
type | number |
required | True |
resolution_x_unit
The unit of measurement of the width of a pixel. Leave blank if not applicable.
constraint | value |
---|---|
enum | nm or um |
required | False |
required if | resolution_x_value present |
resolution_y_value
The height of a pixel.
constraint | value |
---|---|
type | number |
required | True |
resolution_y_unit
The unit of measurement of the height of a pixel. Leave blank if not applicable.
constraint | value |
---|---|
enum | nm or um |
required | False |
required if | resolution_y_value present |
resolution_z_value
Optional if assay does not have multiple z-levels. Note that this is resolution within a given sample: z-pitch (resolution_z_value) is the increment distance between image slices (for Akoya, z-pitch=1.5um) ie. the microscope stage is moved up or down in increments of 1.5um to capture images of several focal planes. The best one will be used & the rest discarded. The thickness of the sample itself is sample metadata. Leave blank if not applicable.
constraint | value |
---|---|
type | number |
required | False |
resolution_z_unit
The unit of incremental distance between image slices. Leave blank if not applicable.
constraint | value |
---|---|
enum | mm , um , or nm |
required | False |
required if | resolution_z_value present |
preparation_instrument_vendor
The manufacturer of the instrument used to prepare the sample for the assay.
constraint | value |
---|---|
required | True |
preparation_instrument_model
The model number/name of the instrument used to prepare the sample for the assay.
constraint | value |
---|---|
required | True |
number_of_barcode_probes
Number of barcode probes targeting mRNAs (eg. 24,000 barcode probes = 24,000 mRNAs - 1 per mRNA of interest)
constraint | value |
---|---|
type | integer |
required | True |
number_of_barcode_regions_per_barcode_probe
Number of barcode regions on each mRNA barcode probe (the paper describes mRNA probes with 4 barcoded regions)
constraint | value |
---|---|
type | integer |
required | True |
number_of_readout_probes_per_channel
Number of readout probes that can be interrogated per channel per cycle (the paper describes 20 readout probes per channel (x 3 channels -> total = 60))
constraint | value |
---|---|
type | integer |
required | True |
number_of_pseudocolors_per_channel
Number of pseudocolors that can be assigned to each fluorescent channel (the paper describes 20 pseudocolors per channel (x 3 channels -> total = 60)
constraint | value |
---|---|
type | integer |
required | True |
number_of_channels
Number of fluorescent channels (the paper describes 3 channels - for 3 fluorescent dyes)
constraint | value |
---|---|
type | integer |
required | True |
number_of_cycles
For each barcode region being interrogated, the number of cycles of 1. Hybridization of readout probes, 2. imaging, 3. Washes (the paper describes 1 readout probe per hyb cycle -> 20 readout probes = 20 hyb cycles)
constraint | value |
---|---|
type | integer |
required | True |
section_prep_protocols_io_doi
DOI for protocols.io referring to the protocol for preparing tissue sections for the assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
reagent_prep_protocols_io_doi
DOI for protocols.io referring to the protocol for preparing reagents for the assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
contributors_path
Relative path to file with ORCID IDs for contributors for this dataset.
constraint | value |
---|---|
required | True |
data_path
Relative path to file or directory with instrument data. Downstream processing will depend on filename extension conventions.
constraint | value |
---|---|
required | True |
Version 0
Shared by all types
donor_id
HuBMAP Display ID of the donor of the assayed tissue. Example: ABC123
.
constraint | value |
---|---|
pattern (regular expression) | [A-Z]+[0-9]+ |
required | True |
tissue_id
HuBMAP Display ID of the assayed tissue. Example: ABC123-BL-1-2-3_456
.
constraint | value |
---|---|
pattern (regular expression) | ([A-Z]+[0-9]+)-[A-Z]{2}\d*(-\d+)+(_\d+)? |
required | True |
execution_datetime
Start date and time of assay, typically a date-time stamped folder generated by the acquisition instrument. YYYY-MM-DD hh:mm, where YYYY is the year, MM is the month with leading 0s, and DD is the day with leading 0s, hh is the hour with leading zeros, mm are the minutes with leading zeros.
constraint | value |
---|---|
type | datetime |
format | %Y-%m-%d %H:%M |
required | True |
protocols_io_doi
DOI for protocols.io referring to the protocol for this assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
operator
Name of the person responsible for executing the assay.
constraint | value |
---|---|
required | True |
operator_email
Email address for the operator.
constraint | value |
---|---|
format | email |
required | True |
pi
Name of the principal investigator responsible for the data.
constraint | value |
---|---|
required | True |
pi_email
Email address for the principal investigator.
constraint | value |
---|---|
format | email |
required | True |
assay_category
Each assay is placed into one of the following 4 general categories: generation of images of microscopic entities, identification & quantitation of molecules by mass spectrometry, imaging mass spectrometry, and determination of nucleotide sequence.
constraint | value |
---|---|
enum | imaging |
required | True |
assay_type
The specific type of assay being executed.
constraint | value |
---|---|
enum | seqFISH |
required | True |
analyte_class
Analytes are the target molecules being measured with the assay.
constraint | value |
---|---|
enum | RNA |
required | True |
is_targeted
Specifies whether or not a specific molecule(s) is/are targeted for detection/measurement by the assay.
constraint | value |
---|---|
type | boolean |
required | True |
acquisition_instrument_vendor
An acquisition instrument is the device that contains the signal detection hardware and signal processing software. Assays generate signals such as light of various intensities or color or signals representing the molecular mass.
constraint | value |
---|---|
required | True |
acquisition_instrument_model
Manufacturers of an acquisition instrument may offer various versions (models) of that instrument with different features or sensitivities. Differences in features or sensitivities may be relevant to processing or interpretation of the data.
constraint | value |
---|---|
required | True |
Unique to this type
resolution_x_value
The width of a pixel.
constraint | value |
---|---|
type | number |
required | True |
resolution_x_unit
The unit of measurement of the width of a pixel. Leave blank if not applicable.
constraint | value |
---|---|
enum | nm or um |
required | False |
required if | resolution_x_value present |
resolution_y_value
The height of a pixel.
constraint | value |
---|---|
type | number |
required | True |
resolution_y_unit
The unit of measurement of the height of a pixel. Leave blank if not applicable.
constraint | value |
---|---|
enum | nm or um |
required | False |
required if | resolution_y_value present |
resolution_z_value
Optional if assay does not have multiple z-levels. Note that this is resolution within a given sample: z-pitch (resolution_z_value) is the increment distance between image slices (for Akoya, z-pitch=1.5um) ie. the microscope stage is moved up or down in increments of 1.5um to capture images of several focal planes. The best one will be used & the rest discarded. The thickness of the sample itself is sample metadata. Leave blank if not applicable.
constraint | value |
---|---|
type | number |
required | False |
resolution_z_unit
The unit of incremental distance between image slices. Leave blank if not applicable.
constraint | value |
---|---|
enum | mm , um , or nm |
required | False |
required if | resolution_z_value present |
preparation_instrument_vendor
The manufacturer of the instrument used to prepare the sample for the assay.
constraint | value |
---|---|
required | True |
preparation_instrument_model
The model number/name of the instrument used to prepare the sample for the assay.
constraint | value |
---|---|
required | True |
number_of_barcode_probes
Number of barcode probes targeting mRNAs (eg. 24,000 barcode probes = 24,000 mRNAs - 1 per mRNA of interest)
constraint | value |
---|---|
type | integer |
required | True |
number_of_barcode_regions_per_barcode_probe
Number of barcode regions on each mRNA barcode probe (the paper describes mRNA probes with 4 barcoded regions)
constraint | value |
---|---|
type | integer |
required | True |
number_of_readout_probes_per_channel
Number of readout probes that can be interrogated per channel per cycle (the paper describes 20 readout probes per channel (x 3 channels -> total = 60))
constraint | value |
---|---|
type | integer |
required | True |
number_of_pseudocolors_per_channel
Number of pseudocolors that can be assigned to each fluorescent channel (the paper describes 20 pseudocolors per channel (x 3 channels -> total = 60)
constraint | value |
---|---|
type | integer |
required | True |
number_of_channels
Number of fluorescent channels (the paper describes 3 channels - for 3 fluorescent dyes)
constraint | value |
---|---|
type | integer |
required | True |
number_of_cycles
For each barcode region being interrogated, the number of cycles of 1. Hybridization of readout probes, 2. imaging, 3. Washes (the paper describes 1 readout probe per hyb cycle -> 20 readout probes = 20 hyb cycles)
constraint | value |
---|---|
type | integer |
required | True |
section_prep_protocols_io_doi
DOI for protocols.io referring to the protocol for preparing tissue sections for the assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
reagent_prep_protocols_io_doi
DOI for protocols.io referring to the protocol for preparing reagents for the assay.
constraint | value |
---|---|
required | True |
pattern (regular expression) | 10\.17504/.* |
url | prefix: https://dx.doi.org/ |
contributors_path
Relative path to file with ORCID IDs for contributors for this dataset.
constraint | value |
---|---|
required | True |
data_path
Relative path to file or directory with instrument data. Downstream processing will depend on filename extension conventions.
constraint | value |
---|---|
required | True |
Directory schemas
pattern | required? | description |
---|---|---|
codebook/channel_[0-9]+\.(tsv|csv) (example: codebook/channel_1.tsv ) |
✓ | Barcodes. |
HybCycle_\d+/MMStack_Pos\d+\.ome\.tiff? (example: HybCycle_10/MMStack_Pos12.ome.tif ) |
✓ | [QA/QC] Raw OME-TIFF images with a variable number of field of views, and slices per tissue. |
initial_background/MMStack_Pos\d+\.ome\.tiff? (example: initial_background/MMStack_Pos11.ome.tif ) |
✓ | [QA/QC] Raw OME-TIFF image of image without probes before imaging hybridizations; used for background and autofluorescence removal. |
final_background/MMStack_Pos\d+\.ome\.tiff? (example: final_background/MMStack_Pos11.ome.tif ) |
✓ | [QA/QC] Raw OME-TIFF image of image without probes after all other hybridizations; used for background and autofluorescence removal. |
segmentation/MMStack_Pos\d+\.ome\.tiff? (example: segmentation/MMStack_Pos3.ome.tif ) |
✓ | Labels TIFF image for segmentation. |
segmentation/raw_images/dapi_Pos\d+\.tif (example: segmentation/raw_images/dapi_Pos19.tif ) |
✓ | DAPI TIFF image. |
segmentation/raw_images/membrane_Pos\d+\.tif (example: segmentation/raw_images/membrane_Pos52.tif ) |
Membrane TIFF image. | |
omexml/.* |
Folder containing metadata for each image. | |
positions\.pos (example: positions.pos ) |
✓ | Micro-Manager coordinates of each field of view tile. |
fovinfo\.csv (example: fovinfo.csv ) |
✓ | Upperleft coordinates for each field of view in the file extras/SlideExplorer.tif. |
extras/SlideExplorer\.tif (example: extras/SlideExplorer.tif ) |
Overview TIFF image for all fields of view. | |
codebook.csv |
✓ | CSV containing codebook information for the experiment. Rows are barcodes and columns are imaging rounds. The first column is the barcode target, and the following column IDs are expected to be sequential, and round identifiers are expected to be integers (not roman numerals). |
metadata.json |
✓ | Contains parameters needed to run spatial-transcriptomics-pipeline, including a description of the input data layout, image processing steps, and the decoding method to be used. |
extras\/.* |
Folder for general lab-specific files related to the dataset. [Exists in all assays] |