patternschemav0.3.8

measurementkind

Parent
measurement-set
Identified by
:measurement/uid context id
Attributes
105
Referenced by
1 attributes

Attributes

AttributeTypeCardinalityDescription
U-L
:measurement/U-L
floatoneUse this attribute if the measurement represents a concentration expressed as units (U) /L
a-allele-cn
:measurement/a-allele-cn
floatoneUse this attribute if the measurement represents the copy number of the A allele
absolute-cn
:measurement/absolute-cn
longoneUse this attribute if the measurement represents the absolute copy number of a segment
array-log-intensity
:measurement/array-log-intensity
floatoneUse this attribute if the measurement represents a log intensity equivalent to a one channel gene expression array (ie Affymetrix) -- log2 scaled intensity values.
array-log-ratio
:measurement/array-log-ratio
floatoneUse this attribute if the measurement represents the log ratio of a two channel gene expression array usually expressed as log2(sample/reference) with sample as the Cy5 (red) channel and reference as the Cy3 (green) channel)
atac-peak
:measurement/atac-peak
atac-peakoneThe target ATAC peak for this measurement
average-depth
:measurement/average-depth
floatoneUse this attribute if the measurement represents the average sequencing depth of a sample. Note that in this case the measurement will not have any target
b-allele-cn
:measurement/b-allele-cn
floatoneUse this attribute if the measurement represents the copy number of the B allele
baf
:measurement/baf
floatoneUse this attribute if the measurement represents the allelic fraction of the B allele in tumor tissue, for a copy number variation segment
baf-n
:measurement/baf-n
floatoneUse this attribute if the measurement represents the allelic fraction of the B allele in normal tissue, for a copy number variation segment
cell-count
:measurement/cell-count
longoneUse this attribute if the measurement represents the number of cells in a specific cell-population
cell-population
:measurement/cell-population
cell-populationoneThe target cell population for this measurement
cells-per-mm2
:measurement/cells-per-mm2
floatoneUse this attribute if the measurement represents the number of cells per mm2 of tissue, as measured by an imaging assay (ie IHC, Vectra, CODEX, etc.). This measurement type can be paired with a cell-population target (:measurement/cell-population) or used alone to denote the total cell density. Note that this attribute should only be used if a whole-cell segmentation method was used to segment the image.
cfdna-ng-mL
:measurement/cfdna-ng-mL
floatoneUse this attribute if the measurement represents a concentration of cell-free DNA (cfDNA) in blood, expressed as ng/mL
chromvar-tf-binding-score
:measurement/chromvar-tf-binding-score
floatoneUse this attribute if the measurement represents a transcription factor binding score as calculated by chromVAR
cnv
:measurement/cnv
cnvoneThe target cnv for this measurement
cnv-call
:measurement/cnv-call
measurement.cnv-calloneUse this attribute if the measurement represents the CNV overall gain (gain, loss, or neutral) for a genetic region (cnv). This attribute refers to enums in the :measurement.cnv-call namespace. See :measurement-set/cnv-call-method for the interpretation of this score and its meaning.
cnv-call-score
:measurement/cnv-call-score
longoneLike :measurement/cnv-call, but when a numeric score is supplied for amplification or reduction rather than a coarse gain/neutral/loss call -- e.g. a discrete -2..2 severity tier. See :measurement-set/cnv-call-method for the interpretation of this score and its meaning: the same numeric range can come from different calling methodologies (GISTIC2.0, an ASCAT-derived GISTIC-style conversion, a targeted-panel pipeline, tCoNuT, etc.) that are not necessarily comparable to each other -- see docs/measurement-comparability.md in pdc-unify-meta.
contamination
:measurement/contamination
floatoneUse this attribute if the measurement represents the fraction of reads that do not come from this sample (expressed as a number in [0, 1]). Note that in this case the measurement will not have any target
effective-transcript-length
:measurement/effective-transcript-length
floatoneUse this attribute if the measurement represents the measured length of an RNA transcript.
epitope
:measurement/epitope
epitopeoneThe target protein epitope for this measurement
fpkm
:measurement/fpkm
floatoneUse this attribute if the measurement represents a FPKM value (Fragments Per Kilobase Million, a measure of gene expression in RNAseq experiments)
fpkm-upper-quartile
:measurement/fpkm-upper-quartile
floatoneUse this attribute if the measurement represents a modified FPKM (Fragments Per Kilobase Million, a measure of gene expression in RNAseq experiments) calculation in which the protein coding gene in the 75th percentile position is substituted for the sequencing quantity
fraction-aligned-reads
:measurement/fraction-aligned-reads
floatoneUse this attribute if the measurement represents the fraction of aligned reads in a sample (expressed as a number in [0, 1]). Note that in this case the measurement will not have any target
fraction-reads-in-peaks
:measurement/fraction-reads-in-peaks
floatoneUse this attribute if the measurement represents the fraction of reads that are assigned to a peak in a sample (relevant for ATACesq data and expressed as a number in [0, 1]). Note that in this case the measurement will not have any target
gene-product
:measurement/gene-product
gene-productoneThe target gene product for this measurement
hqc-normalized-ratio
:measurement/hqc-normalized-ratio
floatoneThe metabolite measurement in High-Quality Control normalized ratio form (must target metabolite feature), mass-spec/liquid chrom family assays.
id
:measurement/id
stringoneThe id of the measurement. Must be unique within this dataset (but not within the entire database)
image-intensity-mean
:measurement/image-intensity-mean
floatonePer-segment intensity (mean) for a given epitope (marker channel)
image-intensity-median
:measurement/image-intensity-median
floatonePer-segment intensity (median) for a given epitope (marker channel)
image-intensity-sum
:measurement/image-intensity-sum
floatonePer-segment intensity (sum) for a given epitope (marker channel)
isoform-percent
:measurement/isoform-percent
floatoneUse this attribute if the measurement represents the isoform (transcript) breakdown of RNA-seq reads
kallisto-abundance
:measurement/kallisto-abundance
floatoneThe kallisto estimated abundance (pseudoalignment method). Abundances should sum to 1e6. See https://pachterlab.github.io/kallisto/about for more information.
leukocyte-count
:measurement/leukocyte-count
longoneUse this attribute if the measurement represents the number of leukocytes in a sample (mostly useful for flow cytometry assays. Note that in this case the measurement will not target any specific cell-population
live-count
:measurement/live-count
longoneUse this attribute if the measurement represents the number of live cells in a sample (mostly useful for flow cytometry assays. Note that in this case the measurement will not target any specific cell-population
live-percent
:measurement/live-percent
floatoneUse this attribute if the measurement represents the percentage of live cells in a sample. Note that in tihs case the measurement will not have a target cell population
log-read-count
:measurement/log-read-count
floatoneUse this attribute if the measurement represents the log of count of reads for a specific target
loh
:measurement/loh
booleanoneUse this attribute if the measurement demonstrates a loss of heterozygosity (LOH) for a copy number variation segment
luminex-mfi
:measurement/luminex-mfi
floatoneUse this attribute if the measurement represents MFI (Mean Fluorescence Intensity) for a Luminex Multiplex Immunoassay.
lymphocyte-count
:measurement/lymphocyte-count
longoneUse this attribute if the measurement represents the number of lymphocytes in a sample (mostly useful for flow cytometry assays. Note that in this case the measurement will not target any specific cell-population
median-channel-value
:measurement/median-channel-value
floatoneUse this attribute if the measurement represents a median channel (protein) value of a cytometry population or cluster
metabolite-feature
:measurement/metabolite-feature
metabolite-featureoneThe metabolite feature (mass-spec derived) which this measurement corresponds to.
msi-status
:measurement/msi-status
measurement.msi-statusoneUse this attribute if the measurement represents the MSI (Microsatellite Instability) status of the tumor as determined by either IHC or sequencing. This attribute refers to enums in the :measurement.msi-status namespace.
n-alt-count
:measurement/n-alt-count
longoneUse this attribute if the measurement represents the read depth supporting the variant allele in the normal sequencing output
n-depth
:measurement/n-depth
longoneUse this attribute if the measurement represents the read depth across this locus in the normal sequencing output
n-ref-count
:measurement/n-ref-count
longoneUse this attribute if the measurement represents the read depth supporting the reference allele in the normal sequencing output
nanostring-count
:measurement/nanostring-count
floatoneUse this attribute if the measurement represents a gene expression count from Nanostring
nanostring-signature
:measurement/nanostring-signature
nanostring-signatureoneThe target nanostring signature for this measurement
nanostring-signature-score
:measurement/nanostring-signature-score
floatoneUse this attribute if the measurement represents the score for a nanostring signature
ng-mL
:measurement/ng-mL
floatoneUse this attribute if the measurement represents a concentration expressed as ng/mL
nuclei-count
:measurement/nuclei-count
longoneUse this attribute if the measurement represents the number of nuclei in a sample (mostly useful for imaging assays. Note that in this case the measurement will not target any specific cell-population
nuclei-per-mm2
:measurement/nuclei-per-mm2
floatoneUse this attribute if the measurement represents the number of nuclei per mm2 of tissue, as measured by an imaging assay (ie IHC, Vectra, CODEX, etc.). This measurement type can be paired with a cell-population target (:measurement/cell-population) or used alone to denote the total cell density. Note that this attribute should only be used if a nuclei-only segmentation method was used to segment the image.
otu
:measurement/otu
otuoneThe target OTU (operational taxonomic unit) for this measurement (typically microbiome)
pathway
:measurement/pathway
pathwayoneThe target functional pathway (e.g. MetaCyc, via HUMAnN3) for this measurement.
pathway-cpm
:measurement/pathway-cpm
floatoneUse this attribute if the measurement represents HUMAnN3 pathway abundance normalized to Copies Per Million (CPM), relative to total classified community function for the sample.
percent-of-leukocytes
:measurement/percent-of-leukocytes
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of leukocytes in the sample (mostly useful for flow cytometry assays
percent-of-live
:measurement/percent-of-live
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of live cells in the sample (mostly useful for flow cytometry assays
percent-of-lymphocytes
:measurement/percent-of-lymphocytes
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of lymphocytes in the sample (mostly useful for flow cytometry assays
percent-of-nuclei
:measurement/percent-of-nuclei
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of nucleated cells (mostly useful for imaging assays)
percent-of-parent
:measurement/percent-of-parent
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of its parent population
percent-of-singlets
:measurement/percent-of-singlets
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of singlets in the sample (mostly useful for flow cytometry assays
percent-of-total-cells
:measurement/percent-of-total-cells
floatoneUse this attribute if the measurement represents the abundance of a specific cell-populations, expressed as the percentage of the total number of cells in the sample (in [0, 1], mostly useful for flow cytometry assays)
pg-mL
:measurement/pg-mL
floatoneUse this attribute if the measurement represents a concentration expressed as pg/mL
protein-array-log-intensity
:measurement/protein-array-log-intensity
floatoneUse this attribute if the measurement represents a log intensity equivalent to one channel protein expression array.
read-count
:measurement/read-count
longoneUse this attribute if the measurement represents the count of reads for a specific target
read-count-otu
:measurement/read-count-otu
longoneUse this attribute if the measurement represents the count of reads for a specific OTU
read-count-otu-rarefied
:measurement/read-count-otu-rarefied
longoneUse this attribute if the measurement represents the rarefied count of reads for a specific OTU
region-of-interest
:measurement/region-of-interest
stringoneFor imaging data, the region of interest that this measurement refers to
rna-vaf
:measurement/rna-vaf
floatoneUse this attribute if the measurement represents the variant allele frequency of a variant, derived from corresponding RNA-seq.
rpkm
:measurement/rpkm
floatoneUse this attribute if the measurement represents a RPKM value (Reads Per Kilobase Million, a measure of gene expression in RNAseq experiments)
rsem-normalized-count
:measurement/rsem-normalized-count
floatoneUse this attribute if the measurement represents the RSEM normalized count. This is a transformation where for gene level estimates you divide all raw-count values by the 75th percentile of the column (after removing zeros) and multiply that by 1000. This transforms each sample so that the values are relative the 75th percentile with a x1000 adjustment factor (see https://www.biostars.org/p/106127/). Most papers that analyze TCGA data use log2(rsem-normalized-count + 1)
rsem-raw-count
:measurement/rsem-raw-count
floatoneUse this attribute if the measurement represents the RSEM raw count, i.e. the estimated number of fragments derived from a given gene (see https://www.biostars.org/p/106127/)
rsem-scaled-estimate
:measurement/rsem-scaled-estimate
floatoneUse this attribute if the measurement represents the RSEM scaled estimate, i.e. the fraction of transcripts made up by a given gene (see https://www.biostars.org/p/106127/)
sample
:measurement/sample
sampleoneThe biological sample this measurement was performed on
sct-corrected-count
:measurement/sct-corrected-count
longoneCorrected cell counts for SCT experiements from, i.e. Seurat
sct-pearson-residual
:measurement/sct-pearson-residual
floatonePearson residual for SCT experiements from, i.e. Seurat
segment-mean-lrr
:measurement/segment-mean-lrr
floatoneUse this attribute if the measurement represents the mean Log R Ratio (LRR) of a CNV (Copy Number Variation) segment. This is equal to log2(copy-number / 2) for a genomic segment
sgb
:measurement/sgb
sgboneThe target SGB (species genomic bin) for this measurement (typically microbiome).
sgb-abundance
:measurement/sgb-abundance
longoneUse this attribute to specify the abundance as calculated for a SGB (e.g. with output from MetaPhlAn4.)
single-cell
:measurement/single-cell
single-celloneThe single cell code (e.g. barcode) identifer for the cell to which this measurement corresponds.
singlets-count
:measurement/singlets-count
longoneUse this attribute if the measurement represents the number of singlets in a sample (mostly useful for flow cytometry assays. Note that in this case the measurement will not target any specific cell-population
t-alt-count
:measurement/t-alt-count
longoneUse this attribute if the measurement represents the read depth supporting the variant allele in the tumor sequencing output
t-depth
:measurement/t-depth
longoneUse this attribute if the measurement represents the read depth across this locus in the tumor sequencing output
t-ref-count
:measurement/t-ref-count
longoneUse this attribute if the measurement represents the read depth supporting the reference allele in the tumor sequencing output
tcr
:measurement/tcr
tcroneThe target T Cell Receptor (TCR) for this measurement
tcr-alpha-clonality
:measurement/tcr-alpha-clonality
floatoneUse this attribute if the measurement represents the clonality (range 0-1) of TCR alpha sequences a sample. This measurement type is common when TCR sequences are computationally derived from RNAseq data and thus alpha and beta pairing is not known.
tcr-beta-clonality
:measurement/tcr-beta-clonality
floatoneUse this attribute if the measurement represents the clonality (range 0-1) of TCR alpha sequences a sample. This measurement type is common when TCR sequences are computationally derived from RNAseq data and thus alpha and beta pairing is not known.
tcr-c
:measurement/tcr-c
stringmanyUse this attribute if the measurement represents the hits for possible C (constant) gene segment linking to a specific T Cell Receptor (TCR)
tcr-clonality
:measurement/tcr-clonality
floatoneUse this attribute if the measurement represents a TCR clonality measurement. Note that in this case the entity will not have a specific TCR target.
tcr-count
:measurement/tcr-count
longoneUse this attribute if the measurement represents the counts of a specific T Cell Receptor (TCR)
tcr-d
:measurement/tcr-d
stringmanyUse this attribute if the measurement represents the hits for possible D gene segment linking to a specific T Cell Receptor (TCR)
tcr-frequency
:measurement/tcr-frequency
floatoneUse this attribute if the measurement represents the frequency of a specific T Cell Receptor (TCR)
tcr-j
:measurement/tcr-j
stringmanyUse this attribute if the measurement represents the hits for possible J gene segment linking to a specific T Cell Receptor (TCR)
tcr-v
:measurement/tcr-v
stringmanyUse this attribute if the measurement represents the hits for possible V gene segment linking to a specific T Cell Receptor (TCR)
tmb-indel
:measurement/tmb-indel
floatoneTumor mutational burden expressed as the total number of indels per Mb sequenced
tmb-snv
:measurement/tmb-snv
floatoneTumor mutational burden expressed as the total number of SNVs per Mb sequenced
tmb-total
:measurement/tmb-total
floatoneTumor mutational burden expressed as the total number of mutations (SNVs + indels) per Mb sequenced
total-reads
:measurement/total-reads
longoneUse this attribute if the measurement represents the total number of reads in a sample. Note that in this case the measurement will not have any target
tpm
:measurement/tpm
floatoneUse this attribute if the measurement represents a TPM value (Transcripts Per Kilobase Million, a measure of gene expression in RNAseq experiments)
tss-score
:measurement/tss-score
floatoneUse this attribute if the measurement represents the TSS score of the sample (relevant for ATACseq data). Note that in this case the measurement will not have any target
tumor-purity
:measurement/tumor-purity
floatoneUse this attribute if the measurement represents the tumor purity of a sample (expressed as a number in [0, 1]). Note that in this case the measurement will not have any target
uid
:measurement/uid
[string …]oneunique identitySynthetic unique ID for measurements
vaf
:measurement/vaf
floatoneUse this attribute if the measurement represents the variant allele frequency of a variant
variant
:measurement/variant
variantoneThe target variant for this measurement

Referenced by

AttributeOn kindCardinality
:measurement-set/measurementsmeasurement-setmany