Programmatic data access Individual entry Search queries Customized TSV/JSON data

Programmatic data access

The full dataset that we provide for download can be found on the Downloadable data page. This section explain how to only download a subset of the data provided in XML, RDF, TSV or JSON format.

Individual entry

Data for an individual entry can be accessed in XML, RDF (trig), TSV or JSON format by adding the corresponding format extension to the ensembl gene ID as in the below URLs:

The XML format is the most comprehensive dataset of these. The TSV and JSON format contains the same data

Search queries

If you want to download a subset of the entries it is possible to do so by expressing it as a search query. To get the query use the search functionality to create the query, click search. You can then use the links at the top of search results to download the data in the specified format. The search supports the following query parameters for downloads:

Parameter	Value	Info
format	xml,trig,tsv,json	Format of the data. Required for downloads
compress	yes,no	Whether the result should be returned gz-compressed or not. The response may transparently be compressed even with compress=no if the client supports it.

The number of entries in the result set can be found in the response header X-Total-Results. It is possible to send a HEAD request to only get a count of the entries. The server may send the following status codes:

Status code	Description
400	Bad request. There was a problem in the request or the query returns too many results.
500	Server side error in the processing of the request.

Customized TSV/JSON data

In addition to the above, it is possible to customize the retrieval of the data in TSV and JSON format. This is useful if you only need certain columns of the full dataset available in either TSV or JSON format. The URL to this api is: www.proteinatlas.org/api/search_download.php

Example:

www.proteinatlas.org/api/search_download.php?search=P53&format=json&columns=g,gs&compress=no

Parameter	Value	Info
search	<Search string>	Search string for gene list. Required
format	json,tsv	Format of the data. Required
columns	<comma separated list of specifiers>	Columns for download. The specifiers for the columns can be found in the table below. Required
compress	yes,no	Whether the result should be returned gz-compressed or not. The response may transparently be compressed even with compress=no if the client supports it.

The table below shows the Column names in the data files with the corresponding name for use in the columns parameter in the API:

Column name	Columns parameter value
Gene	g
Gene synonym	gs
Ensembl	eg
Gene description	gd
Uniprot	up
Chromosome	chr
Position	chrp
Protein class	pc
Biological process	upbp
Molecular function	up_mf
Disease involvement	di
Evidence	pe
HPA evidence	evih
UniProt evidence	eviu
NeXtProt evidence	evin
RNA tissue specificity	rnats
RNA tissue distribution	rnatd
RNA tissue specificity score	rnatss
RNA tissue specific nTPM	rnatsm
RNA single cell type specificity	rnascs
RNA single cell type distribution	rnascd
RNA single cell type specificity score	rnascss
RNA single cell type specific nTPM	rnascsm
RNA cancer specificity	rnacas
RNA cancer distribution	rnacad
RNA cancer specificity score	rnacass
RNA cancer specific FPKM	rnacasm
RNA brain regional specificity	rnabrs
RNA brain regional distribution	rnabrd
RNA brain regional specificity score	rnabrss
RNA brain regional specific nTPM	rnabrsm
RNA blood cell specificity	rnabcs
RNA blood cell distribution	rnabcd
RNA blood cell specificity score	rnabcss
RNA blood cell specific nTPM	rnabcsm
RNA blood lineage specificity	rnabls
RNA blood lineage distribution	rnabld
RNA blood lineage specificity score	rnablss
RNA blood lineage specific nTPM	rnablsm
RNA cell line specificity	rnacls
RNA cell line distribution	rnacld
RNA cell line specificity score	rnaclss
RNA cell line specific nTPM	rnaclsm
RNA mouse brain regional specificity	rnambrs
RNA mouse brain regional distribution	rnambrd
RNA mouse brain regional specificity score	rnambrss
RNA mouse brain regional specific nTPM	rnambrsm
RNA pig brain regional specificity	rnapbrs
RNA pig brain regional distribution	rnapbrd
RNA pig brain regional specificity score	rnapbrss
RNA pig brain regional specific nTPM	rnapbrsm
Antibody	ab
Reliability (IH)	relih
Reliability (Mouse Brain)	relmb
Reliability (IF)	relce
Subcellular location	scl
Secretome location	secl
CCD Protein	ccdp
CCD Transcript	ccdt
Blood concentration - Conc. blood IM [pg/L]	blconcia
Blood concentration - Conc. blood MS [pg/L]	blconcms
Blood expression cluster	ecblood
Tissue expression cluster	ectissue
Cell line expression cluster	eccellline
Single cell expression cluster	ecsinglecell
Subcellular main location	scml
Subcellular additional location	scal
Antibody RRID	abrr
Pathology prognostics - Breast cancer	prognostic_breast_cancer
Pathology prognostics - Cervical cancer	prognostic_cervical_cancer
Pathology prognostics - Colorectal cancer	prognostic_colorectal_cancer
Pathology prognostics - Endometrial cancer	prognostic_endometrial_cancer
Pathology prognostics - Glioma	prognostic_glioma
Pathology prognostics - Head and neck cancer	prognostic_head_and_neck_cancer
Pathology prognostics - Liver cancer	prognostic_liver_cancer
Pathology prognostics - Lung cancer	prognostic_lung_cancer
Pathology prognostics - Melanoma	prognostic_melanoma
Pathology prognostics - Ovarian cancer	prognostic_ovarian_cancer
Pathology prognostics - Pancreatic cancer	prognostic_pancreatic_cancer
Pathology prognostics - Prostate cancer	prognostic_prostate_cancer
Pathology prognostics - Renal cancer	prognostic_renal_cancer
Pathology prognostics - Stomach cancer	prognostic_stomach_cancer
Pathology prognostics - Testis cancer	prognostic_testis_cancer
Pathology prognostics - Thyroid cancer	prognostic_thyroid_cancer
Pathology prognostics - Urothelial cancer	prognostic_urothelial_cancer
Tissue RNA - adipose tissue [nTPM]	t_RNA_adipose_tissue
Tissue RNA - adrenal gland [nTPM]	t_RNA_adrenal_gland
Tissue RNA - amygdala [nTPM]	t_RNA_amygdala
Tissue RNA - appendix [nTPM]	t_RNA_appendix
Tissue RNA - basal ganglia [nTPM]	t_RNA_basal_ganglia
Tissue RNA - bone marrow [nTPM]	t_RNA_bone_marrow
Tissue RNA - breast [nTPM]	t_RNA_breast
Tissue RNA - cerebellum [nTPM]	t_RNA_cerebellum
Tissue RNA - cerebral cortex [nTPM]	t_RNA_cerebral_cortex
Tissue RNA - cervix [nTPM]	t_RNA_cervix
Tissue RNA - choroid plexus [nTPM]	t_RNA_choroid_plexus
Tissue RNA - colon [nTPM]	t_RNA_colon
Tissue RNA - duodenum [nTPM]	t_RNA_duodenum
Tissue RNA - endometrium 1 [nTPM]	t_RNA_endometrium_1
Tissue RNA - epididymis [nTPM]	t_RNA_epididymis
Tissue RNA - esophagus [nTPM]	t_RNA_esophagus
Tissue RNA - fallopian tube [nTPM]	t_RNA_fallopian_tube
Tissue RNA - gallbladder [nTPM]	t_RNA_gallbladder
Tissue RNA - heart muscle [nTPM]	t_RNA_heart_muscle
Tissue RNA - hippocampal formation [nTPM]	t_RNA_hippocampal_formation
Tissue RNA - hypothalamus [nTPM]	t_RNA_hypothalamus
Tissue RNA - kidney [nTPM]	t_RNA_kidney
Tissue RNA - liver [nTPM]	t_RNA_liver
Tissue RNA - lung [nTPM]	t_RNA_lung
Tissue RNA - lymph node [nTPM]	t_RNA_lymph_node
Tissue RNA - medulla oblongata [nTPM]	t_RNA_medulla_oblongata
Tissue RNA - midbrain [nTPM]	t_RNA_midbrain
Tissue RNA - ovary [nTPM]	t_RNA_ovary
Tissue RNA - pancreas [nTPM]	t_RNA_pancreas
Tissue RNA - parathyroid gland [nTPM]	t_RNA_parathyroid_gland
Tissue RNA - pituitary gland [nTPM]	t_RNA_pituitary_gland
Tissue RNA - placenta [nTPM]	t_RNA_placenta
Tissue RNA - pons [nTPM]	t_RNA_pons
Tissue RNA - prostate [nTPM]	t_RNA_prostate
Tissue RNA - rectum [nTPM]	t_RNA_rectum
Tissue RNA - retina [nTPM]	t_RNA_retina
Tissue RNA - salivary gland [nTPM]	t_RNA_salivary_gland
Tissue RNA - seminal vesicle [nTPM]	t_RNA_seminal_vesicle
Tissue RNA - skeletal muscle [nTPM]	t_RNA_skeletal_muscle
Tissue RNA - skin 1 [nTPM]	t_RNA_skin_1
Tissue RNA - small intestine [nTPM]	t_RNA_small_intestine
Tissue RNA - smooth muscle [nTPM]	t_RNA_smooth_muscle
Tissue RNA - spinal cord [nTPM]	t_RNA_spinal_cord
Tissue RNA - spleen [nTPM]	t_RNA_spleen
Tissue RNA - stomach 1 [nTPM]	t_RNA_stomach_1
Tissue RNA - testis [nTPM]	t_RNA_testis
Tissue RNA - thalamus [nTPM]	t_RNA_thalamus
Tissue RNA - thymus [nTPM]	t_RNA_thymus
Tissue RNA - thyroid gland [nTPM]	t_RNA_thyroid_gland
Tissue RNA - tongue [nTPM]	t_RNA_tongue
Tissue RNA - tonsil [nTPM]	t_RNA_tonsil
Tissue RNA - urinary bladder [nTPM]	t_RNA_urinary_bladder
Tissue RNA - vagina [nTPM]	t_RNA_vagina
Tissue RNA - white matter [nTPM]	t_RNA_white_matter
Cell RNA - A-431 [nTPM]	cell_RNA_A-431
Cell RNA - A549 [nTPM]	cell_RNA_A549
Cell RNA - AF22 [nTPM]	cell_RNA_AF22
Cell RNA - AN3-CA [nTPM]	cell_RNA_AN3-CA
Cell RNA - ASC diff [nTPM]	cell_RNA_ASC_diff
Cell RNA - ASC TERT1 [nTPM]	cell_RNA_ASC_TERT1
Cell RNA - BEWO [nTPM]	cell_RNA_BEWO
Cell RNA - BJ [nTPM]	cell_RNA_BJ
Cell RNA - BJ hTERT+ [nTPM]	cell_RNA_BJ_hTERT+
Cell RNA - BJ hTERT+ SV40 Large T+ [nTPM]	cell_RNA_BJ_hTERT+_SV40_Large_T+
Cell RNA - BJ hTERT+ SV40 Large T+ RasG12V [nTPM]	cell_RNA_BJ_hTERT+_SV40_Large_T+_RasG12V
Cell RNA - CACO-2 [nTPM]	cell_RNA_CACO-2
Cell RNA - CAPAN-2 [nTPM]	cell_RNA_CAPAN-2
Cell RNA - Daudi [nTPM]	cell_RNA_Daudi
Cell RNA - EFO-21 [nTPM]	cell_RNA_EFO-21
Cell RNA - fHDF/TERT166 [nTPM]	cell_RNA_fHDF/TERT166
Cell RNA - GAMG [nTPM]	cell_RNA_GAMG
Cell RNA - HaCaT [nTPM]	cell_RNA_HaCaT
Cell RNA - HAP1 [nTPM]	cell_RNA_HAP1
Cell RNA - HBEC3-KT [nTPM]	cell_RNA_HBEC3-KT
Cell RNA - HBF TERT88 [nTPM]	cell_RNA_HBF_TERT88
Cell RNA - HDLM-2 [nTPM]	cell_RNA_HDLM-2
Cell RNA - HEK 293 [nTPM]	cell_RNA_HEK_293
Cell RNA - HEL [nTPM]	cell_RNA_HEL
Cell RNA - HeLa [nTPM]	cell_RNA_HeLa
Cell RNA - Hep G2 [nTPM]	cell_RNA_Hep_G2
Cell RNA - HHSteC [nTPM]	cell_RNA_HHSteC
Cell RNA - HL-60 [nTPM]	cell_RNA_HL-60
Cell RNA - HMC-1 [nTPM]	cell_RNA_HMC-1
Cell RNA - HSkMC [nTPM]	cell_RNA_HSkMC
Cell RNA - hTCEpi [nTPM]	cell_RNA_hTCEpi
Cell RNA - hTEC/SVTERT24-B [nTPM]	cell_RNA_hTEC/SVTERT24-B
Cell RNA - hTERT-HME1 [nTPM]	cell_RNA_hTERT-HME1
Cell RNA - hTERT-RPE1 [nTPM]	cell_RNA_hTERT-RPE1
Cell RNA - HUVEC TERT2 [nTPM]	cell_RNA_HUVEC_TERT2
Cell RNA - JURKAT [nTPM]	cell_RNA_JURKAT
Cell RNA - K-562 [nTPM]	cell_RNA_K-562
Cell RNA - Karpas-707 [nTPM]	cell_RNA_Karpas-707
Cell RNA - LHCN-M2 [nTPM]	cell_RNA_LHCN-M2
Cell RNA - MCF7 [nTPM]	cell_RNA_MCF7
Cell RNA - MOLT-4 [nTPM]	cell_RNA_MOLT-4
Cell RNA - NB-4 [nTPM]	cell_RNA_NB-4
Cell RNA - NTERA-2 [nTPM]	cell_RNA_NTERA-2
Cell RNA - OE19 [nTPM]	cell_RNA_OE19
Cell RNA - PC-3 [nTPM]	cell_RNA_PC-3
Cell RNA - REH [nTPM]	cell_RNA_REH
Cell RNA - RH-30 [nTPM]	cell_RNA_RH-30
Cell RNA - RPMI-8226 [nTPM]	cell_RNA_RPMI-8226
Cell RNA - RPTEC TERT1 [nTPM]	cell_RNA_RPTEC_TERT1
Cell RNA - RT4 [nTPM]	cell_RNA_RT4
Cell RNA - SCLC-21H [nTPM]	cell_RNA_SCLC-21H
Cell RNA - SH-SY5Y [nTPM]	cell_RNA_SH-SY5Y
Cell RNA - SiHa [nTPM]	cell_RNA_SiHa
Cell RNA - SK-BR-3 [nTPM]	cell_RNA_SK-BR-3
Cell RNA - SK-MEL-30 [nTPM]	cell_RNA_SK-MEL-30
Cell RNA - SuSa [nTPM]	cell_RNA_SuSa
Cell RNA - T-47d [nTPM]	cell_RNA_T-47d
Cell RNA - THP-1 [nTPM]	cell_RNA_THP-1
Cell RNA - TIME [nTPM]	cell_RNA_TIME
Cell RNA - U-138 MG [nTPM]	cell_RNA_U-138_MG
Cell RNA - U-2 OS [nTPM]	cell_RNA_U-2_OS
Cell RNA - U-2197 [nTPM]	cell_RNA_U-2197
Cell RNA - U-251 MG [nTPM]	cell_RNA_U-251_MG
Cell RNA - U-266/70 [nTPM]	cell_RNA_U-266/70
Cell RNA - U-266/84 [nTPM]	cell_RNA_U-266/84
Cell RNA - U-698 [nTPM]	cell_RNA_U-698
Cell RNA - U-87 MG [nTPM]	cell_RNA_U-87_MG
Cell RNA - U-937 [nTPM]	cell_RNA_U-937
Cell RNA - WM-115 [nTPM]	cell_RNA_WM-115
Blood RNA - basophil [nTPM]	blood_RNA_basophil
Blood RNA - classical monocyte [nTPM]	blood_RNA_classical_monocyte
Blood RNA - eosinophil [nTPM]	blood_RNA_eosinophil
Blood RNA - gdT-cell [nTPM]	blood_RNA_gdT-cell
Blood RNA - intermediate monocyte [nTPM]	blood_RNA_intermediate_monocyte
Blood RNA - MAIT T-cell [nTPM]	blood_RNA_MAIT_T-cell
Blood RNA - memory B-cell [nTPM]	blood_RNA_memory_B-cell
Blood RNA - memory CD4 T-cell [nTPM]	blood_RNA_memory_CD4_T-cell
Blood RNA - memory CD8 T-cell [nTPM]	blood_RNA_memory_CD8_T-cell
Blood RNA - myeloid DC [nTPM]	blood_RNA_myeloid_DC
Blood RNA - naive B-cell [nTPM]	blood_RNA_naive_B-cell
Blood RNA - naive CD4 T-cell [nTPM]	blood_RNA_naive_CD4_T-cell
Blood RNA - naive CD8 T-cell [nTPM]	blood_RNA_naive_CD8_T-cell
Blood RNA - neutrophil [nTPM]	blood_RNA_neutrophil
Blood RNA - NK-cell [nTPM]	blood_RNA_NK-cell
Blood RNA - non-classical monocyte [nTPM]	blood_RNA_non-classical_monocyte
Blood RNA - plasmacytoid DC [nTPM]	blood_RNA_plasmacytoid_DC
Blood RNA - T-reg [nTPM]	blood_RNA_T-reg
Blood RNA - total PBMC [nTPM]	blood_RNA_total_PBMC
Brain RNA - amygdala [nTPM]	brain_RNA_amygdala
Brain RNA - basal ganglia [nTPM]	brain_RNA_basal_ganglia
Brain RNA - cerebellum [nTPM]	brain_RNA_cerebellum
Brain RNA - cerebral cortex [nTPM]	brain_RNA_cerebral_cortex
Brain RNA - hippocampal formation [nTPM]	brain_RNA_hippocampal_formation
Brain RNA - hypothalamus [nTPM]	brain_RNA_hypothalamus
Brain RNA - medulla oblongata [nTPM]	brain_RNA_medulla_oblongata
Brain RNA - midbrain [nTPM]	brain_RNA_midbrain
Brain RNA - pons [nTPM]	brain_RNA_pons
Brain RNA - spinal cord [nTPM]	brain_RNA_spinal_cord
Brain RNA - thalamus [nTPM]	brain_RNA_thalamus
Brain RNA - white matter [nTPM]	brain_RNA_white_matter
Single Cell Type RNA - Adipocytes [nTPM]	sc_RNA_Adipocytes
Single Cell Type RNA - Alveolar cells type 1 [nTPM]	sc_RNA_Alveolar_cells_type_1
Single Cell Type RNA - Alveolar cells type 2 [nTPM]	sc_RNA_Alveolar_cells_type_2
Single Cell Type RNA - Astrocytes [nTPM]	sc_RNA_Astrocytes
Single Cell Type RNA - B-cells [nTPM]	sc_RNA_B-cells
Single Cell Type RNA - Basal keratinocytes [nTPM]	sc_RNA_Basal_keratinocytes
Single Cell Type RNA - Basal prostatic cells [nTPM]	sc_RNA_Basal_prostatic_cells
Single Cell Type RNA - Basal respiratory cells [nTPM]	sc_RNA_Basal_respiratory_cells
Single Cell Type RNA - Basal squamous epithelial cells [nTPM]	sc_RNA_Basal_squamous_epithelial_cells
Single Cell Type RNA - Bipolar cells [nTPM]	sc_RNA_Bipolar_cells
Single Cell Type RNA - Breast glandular cells [nTPM]	sc_RNA_Breast_glandular_cells
Single Cell Type RNA - Breast myoepithelial cells [nTPM]	sc_RNA_Breast_myoepithelial_cells
Single Cell Type RNA - Cardiomyocytes [nTPM]	sc_RNA_Cardiomyocytes
Single Cell Type RNA - Cholangiocytes [nTPM]	sc_RNA_Cholangiocytes
Single Cell Type RNA - Club cells [nTPM]	sc_RNA_Club_cells
Single Cell Type RNA - Collecting duct cells [nTPM]	sc_RNA_Collecting_duct_cells
Single Cell Type RNA - Cone photoreceptor cells [nTPM]	sc_RNA_Cone_photoreceptor_cells
Single Cell Type RNA - Cytotrophoblasts [nTPM]	sc_RNA_Cytotrophoblasts
Single Cell Type RNA - dendritic cells [nTPM]	sc_RNA_dendritic_cells
Single Cell Type RNA - Distal enterocytes [nTPM]	sc_RNA_Distal_enterocytes
Single Cell Type RNA - Distal tubular cells [nTPM]	sc_RNA_Distal_tubular_cells
Single Cell Type RNA - Ductal cells [nTPM]	sc_RNA_Ductal_cells
Single Cell Type RNA - Early spermatids [nTPM]	sc_RNA_Early_spermatids
Single Cell Type RNA - Endometrial ciliated cells [nTPM]	sc_RNA_Endometrial_ciliated_cells
Single Cell Type RNA - Endometrial stromal cells [nTPM]	sc_RNA_Endometrial_stromal_cells
Single Cell Type RNA - Endothelial cells [nTPM]	sc_RNA_Endothelial_cells
Single Cell Type RNA - Enteroendocrine cells [nTPM]	sc_RNA_Enteroendocrine_cells
Single Cell Type RNA - Erythroid cells [nTPM]	sc_RNA_Erythroid_cells
Single Cell Type RNA - Excitatory neurons [nTPM]	sc_RNA_Excitatory_neurons
Single Cell Type RNA - Exocrine glandular cells [nTPM]	sc_RNA_Exocrine_glandular_cells
Single Cell Type RNA - Extravillous trophoblasts [nTPM]	sc_RNA_Extravillous_trophoblasts
Single Cell Type RNA - Fibroblasts [nTPM]	sc_RNA_Fibroblasts
Single Cell Type RNA - Gastric mucus-secreting cells [nTPM]	sc_RNA_Gastric_mucus-secreting_cells
Single Cell Type RNA - Glandular and luminal cells [nTPM]	sc_RNA_Glandular_and_luminal_cells
Single Cell Type RNA - granulocytes [nTPM]	sc_RNA_granulocytes
Single Cell Type RNA - Granulosa cells [nTPM]	sc_RNA_Granulosa_cells
Single Cell Type RNA - Hepatic stellate cells [nTPM]	sc_RNA_Hepatic_stellate_cells
Single Cell Type RNA - Hepatocytes [nTPM]	sc_RNA_Hepatocytes
Single Cell Type RNA - Hofbauer cells [nTPM]	sc_RNA_Hofbauer_cells
Single Cell Type RNA - Horizontal cells [nTPM]	sc_RNA_Horizontal_cells
Single Cell Type RNA - Inhibitory neurons [nTPM]	sc_RNA_Inhibitory_neurons
Single Cell Type RNA - Intestinal goblet cells [nTPM]	sc_RNA_Intestinal_goblet_cells
Single Cell Type RNA - Ionocytes [nTPM]	sc_RNA_Ionocytes
Single Cell Type RNA - Kupffer cells [nTPM]	sc_RNA_Kupffer_cells
Single Cell Type RNA - Langerhans cells [nTPM]	sc_RNA_Langerhans_cells
Single Cell Type RNA - Late spermatids [nTPM]	sc_RNA_Late_spermatids
Single Cell Type RNA - Leydig cells [nTPM]	sc_RNA_Leydig_cells
Single Cell Type RNA - Macrophages [nTPM]	sc_RNA_Macrophages
Single Cell Type RNA - Melanocytes [nTPM]	sc_RNA_Melanocytes
Single Cell Type RNA - Microglial cells [nTPM]	sc_RNA_Microglial_cells
Single Cell Type RNA - monocytes [nTPM]	sc_RNA_monocytes
Single Cell Type RNA - Muller glia cells [nTPM]	sc_RNA_Muller_glia_cells
Single Cell Type RNA - NK-cells [nTPM]	sc_RNA_NK-cells
Single Cell Type RNA - Oligodendrocyte precursor cells [nTPM]	sc_RNA_Oligodendrocyte_precursor_cells
Single Cell Type RNA - Oligodendrocytes [nTPM]	sc_RNA_Oligodendrocytes
Single Cell Type RNA - Pancreatic endocrine cells [nTPM]	sc_RNA_Pancreatic_endocrine_cells
Single Cell Type RNA - Paneth cells [nTPM]	sc_RNA_Paneth_cells
Single Cell Type RNA - Peritubular cells [nTPM]	sc_RNA_Peritubular_cells
Single Cell Type RNA - Plasma cells [nTPM]	sc_RNA_Plasma_cells
Single Cell Type RNA - Prostatic glandular cells [nTPM]	sc_RNA_Prostatic_glandular_cells
Single Cell Type RNA - Proximal enterocytes [nTPM]	sc_RNA_Proximal_enterocytes
Single Cell Type RNA - Proximal tubular cells [nTPM]	sc_RNA_Proximal_tubular_cells
Single Cell Type RNA - Respiratory ciliated cells [nTPM]	sc_RNA_Respiratory_ciliated_cells
Single Cell Type RNA - Rod photoreceptor cells [nTPM]	sc_RNA_Rod_photoreceptor_cells
Single Cell Type RNA - Sertoli cells [nTPM]	sc_RNA_Sertoli_cells
Single Cell Type RNA - Skeletal myocytes [nTPM]	sc_RNA_Skeletal_myocytes
Single Cell Type RNA - Smooth muscle cells [nTPM]	sc_RNA_Smooth_muscle_cells
Single Cell Type RNA - Spermatocytes [nTPM]	sc_RNA_Spermatocytes
Single Cell Type RNA - Spermatogonia [nTPM]	sc_RNA_Spermatogonia
Single Cell Type RNA - Squamous epithelial cells [nTPM]	sc_RNA_Squamous_epithelial_cells
Single Cell Type RNA - Suprabasal keratinocytes [nTPM]	sc_RNA_Suprabasal_keratinocytes
Single Cell Type RNA - Syncytiotrophoblasts [nTPM]	sc_RNA_Syncytiotrophoblasts
Single Cell Type RNA - T-cells [nTPM]	sc_RNA_T-cells
Single Cell Type RNA - Theca cells [nTPM]	sc_RNA_Theca_cells
Single Cell Type RNA - Undifferentiated cells [nTPM]	sc_RNA_Undifferentiated_cells
Single Cell Type RNA - Urothelial cells [nTPM]	sc_RNA_Urothelial_cells