Publication

Temporal recording of mammalian development and precancer

Authors: Islam M, Yang Y, Simmons AJ, Shah VM, Musale KP, Xu Y, Tasneem N, Chen Z, Trinh LT, Molina P, Ramirez-Solano MA, Sadien ID, Dou J, Rolong A, Chen K, Magnuson MA, Rathmell JC, Macara IG, Winton DJ, Liu Q, Zafar H, Kalhor R, Church GM, Shrubsole MJ, Coffey RJ, Lau KS
Journal: Nature  Pubmed: 39478207   DOI: 10.1038/s41586-024-07954-4
Atlas: Vanderbilt University

Abstract

Temporal ordering of cellular events offers fundamental insights into biological phenomena. Although this is traditionally achieved through continuous direct observations, an alternative solution leverages irreversible genetic changes, such as naturally occurring mutations, to create indelible marks that enables retrospective temporal ordering. Using a multipurpose, single-cell CRISPR platform, we developed a molecular clock approach to record the timing of cellular events and clonality in vivo, with incorporation of cell state and lineage information. Using this approach, we uncovered precise timing of tissue-specific cell expansion during mouse embryonic development, unconventional developmental relationships between cell types and new epithelial progenitor states by their unique genetic histories. Analysis of mouse adenomas, coupled to multiomic and single-cell profiling of human precancers, with clonal analysis of 418 human polyps, demonstrated the occurrence of polyclonal initiation in 15–30% of colonic precancers, showing their origins from multiple normal founders. Our study presents a multimodal framework that lays the foundation for in vivo recording, integrating synthetic or natural indelible genetic changes with single-cell analyses, to explore the origins and timing of development and tumorigenesis in mammalian systems.


Data Availability
FilesCRDC-GC/SB-CGC (dbGaP )CRDC-GC/SB-CGC (Open Access )Synapse (Open Access )Coming Soon
10X Visium Auxiliary00400
10X Visium Level 180000
10X Visium Level 240000
10X Visium Level 3001600
10X Visium Level 400400
Bulk DNA Level 141600238
Bulk DNA Level 220800119
Bulk DNA Level 3002200
H&E Level 201800
MxIF Level 203900
scRNA-seq Level 1246006
scRNA-seq Level 21230012
scRNA-seq Level 3002240
scRNA-seq Level 40060
Level
Columns (11/25)
Filename
Atlas Name
Publications
Biospecimen
Assay
Level
Organ
Diagnosis
Data Access
Metadata
View
HTAN Vanderbilt
HTA11_347_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
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scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_78_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_347_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_104_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_696_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_866_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_1391_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_5212_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_5216_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_1938_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_3331_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_5363_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_6134_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_6310_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_6147_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2951_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_6025_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_2235_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_1391_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_696_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_866_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
HTAN Vanderbilt
HTA11_1938_2000001011
scRNA-seq
Level 3
Not Reported
Not Reported
Synapse
4814-AS-22...fastq.gz
HTAN Vanderbilt
HTA11_2951_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-19...fastq.gz
HTAN Vanderbilt
HTA11_6147_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-22...fastq.gz
HTAN Vanderbilt
HTA11_2951_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-16...fastq.gz
HTAN Vanderbilt
HTA11_6310_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-13...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-9_...fastq.gz
HTAN Vanderbilt
HTA11_2235_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-7_...fastq.gz
HTAN Vanderbilt
HTA11_6025_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-19...fastq.gz
HTAN Vanderbilt
HTA11_6147_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-7_...fastq.gz
HTAN Vanderbilt
HTA11_6025_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-16...fastq.gz
HTAN Vanderbilt
HTA11_6310_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-9_...fastq.gz
HTAN Vanderbilt
HTA11_2235_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4814-AS-13...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-5_...fastq.gz
HTAN Vanderbilt
HTA11_3331_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-9_...fastq.gz
HTAN Vanderbilt
HTA11_5363_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-9_...fastq.gz
HTAN Vanderbilt
HTA11_5363_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-13...fastq.gz
HTAN Vanderbilt
HTA11_5216_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-13...fastq.gz
HTAN Vanderbilt
HTA11_5216_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_1938_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
4563-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_1938_2000001011
scRNA-seq
Level 1
Not Reported
Not Reported
dbGaP
Level
Columns (11/25)
Filename
Atlas Name
Publications
Biospecimen
Assay
Level
Organ
Diagnosis
Data Access
Metadata
View
HTA11_347_...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_696_...09999.tif
HTAN Vanderbilt
HTA11_696_2000001011
H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_866_...09999.tif
HTAN Vanderbilt
HTA11_866_2000001011
H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_1391...09999.tif
HTAN Vanderbilt
HTA11_1391_2000001011
H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_1938...09999.tif
HTAN Vanderbilt
HTA11_1938_2000001011
H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2235...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2487...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
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CRDC-GC/SB-CGC (open access)

HTA11_2951...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_3331...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4255...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4781...09999.tif
HTAN Vanderbilt
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H&E
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

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HTAN Vanderbilt
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H&E
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_5216...09999.tif
HTAN Vanderbilt
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H&E
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

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HTAN Vanderbilt
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H&E
Level 2
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CRDC-GC/SB-CGC (open access)

HTA11_6025...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
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CRDC-GC/SB-CGC (open access)

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HTAN Vanderbilt
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H&E
Level 2
Not Reported
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CRDC-GC/SB-CGC (open access)

HTA11_6147...09999.tif
HTAN Vanderbilt
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H&E
Level 2
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CRDC-GC/SB-CGC (open access)

HTA11_6310...09999.tif
HTAN Vanderbilt
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H&E
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

Level
Columns (11/25)
Filename
Atlas Name
Publications
Biospecimen
Assay
Level
Organ
Diagnosis
Data Access
Metadata
View
HTA11_1391...00000.tif
HTAN Vanderbilt
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MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_1391...00000.tif
HTAN Vanderbilt
HTA11_1391_2000001011
MxIF
Level 2
Not Reported
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CRDC-GC/SB-CGC (open access)

HTA11_1391...00000.tif
HTAN Vanderbilt
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MxIF
Level 2
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CRDC-GC/SB-CGC (open access)

HTA11_1938...00000.tif
HTAN Vanderbilt
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MxIF
Level 2
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CRDC-GC/SB-CGC (open access)

HTA11_1938...00000.tif
HTAN Vanderbilt
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MxIF
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2235...00000.tif
HTAN Vanderbilt
HTA11_2235_2000001011
MxIF
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2235...00000.tif
HTAN Vanderbilt
HTA11_2235_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2235...00000.tif
HTAN Vanderbilt
HTA11_2235_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2487...00000.tif
HTAN Vanderbilt
HTA11_2487_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2487...00000.tif
HTAN Vanderbilt
HTA11_2487_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2951...00000.tif
HTAN Vanderbilt
HTA11_2951_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2951...00000.tif
HTAN Vanderbilt
HTA11_2951_2000001011
MxIF
Level 2
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Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_2951...00000.tif
HTAN Vanderbilt
HTA11_2951_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_3331...00000.tif
HTAN Vanderbilt
HTA11_3331_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_347_...00000.tif
HTAN Vanderbilt
HTA11_347_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_347_...00000.tif
HTAN Vanderbilt
HTA11_347_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_347_...00000.tif
HTAN Vanderbilt
HTA11_347_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4255...00000.tif
HTAN Vanderbilt
HTA11_4255_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4255...00000.tif
HTAN Vanderbilt
HTA11_4255_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4781...00000.tif
HTAN Vanderbilt
HTA11_4781_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4781...00000.tif
HTAN Vanderbilt
HTA11_4781_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_4781...00000.tif
HTAN Vanderbilt
HTA11_4781_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_5212...00000.tif
HTAN Vanderbilt
HTA11_5212_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_5216...00000.tif
HTAN Vanderbilt
HTA11_5216_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_5216...00000.tif
HTAN Vanderbilt
HTA11_5216_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_5363...00000.tif
HTAN Vanderbilt
HTA11_5363_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6025...00000.tif
HTAN Vanderbilt
HTA11_6025_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6025...00000.tif
HTAN Vanderbilt
HTA11_6025_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6025...00000.tif
HTAN Vanderbilt
HTA11_6025_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6025...00000.tif
HTAN Vanderbilt
HTA11_6025_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6134...00000.tif
HTAN Vanderbilt
HTA11_6134_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6147...00000.tif
HTAN Vanderbilt
HTA11_6147_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6310...00000.tif
HTAN Vanderbilt
HTA11_6310_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6310...00000.tif
HTAN Vanderbilt
HTA11_6310_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6310...00000.tif
HTAN Vanderbilt
HTA11_6310_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_6310...00000.tif
HTAN Vanderbilt
HTA11_6310_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_696_...00000.tif
HTAN Vanderbilt
HTA11_696_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_866_...00000.tif
HTAN Vanderbilt
HTA11_866_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

HTA11_866_...00000.tif
HTAN Vanderbilt
HTA11_866_2000001011
MxIF
Level 2
Not Reported
Not Reported
CRDC-GC/SB-CGC (open access)

Level
Columns (11/25)
Filename
Atlas Name
Publications
Biospecimen
Assay
Level
Organ
Diagnosis
Data Access
Metadata
View
5017-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999965104_69815
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5017-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999965104_69815
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5017-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999965104_69814
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5017-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999965104_69814
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5173-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999965062_69756
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5173-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999965062_69756
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5173-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999965062_69753
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5173-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999965062_69753
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-65...fastq.gz
HTAN Vanderbilt
HTA11_99999970781_79443
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-65...fastq.gz
HTAN Vanderbilt
HTA11_99999970781_79443
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-66...fastq.gz
HTAN Vanderbilt
HTA11_99999970781_79442
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-66...fastq.gz
HTAN Vanderbilt
HTA11_99999970781_79442
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-36...fastq.gz
HTAN Vanderbilt
HTA11_866_2000009101
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-36...fastq.gz
HTAN Vanderbilt
HTA11_866_2000009101
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-37...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-37...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-38...fastq.gz
HTAN Vanderbilt
HTA11_1938_3001059101
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-38...fastq.gz
HTAN Vanderbilt
HTA11_1938_3001059101
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-40...fastq.gz
HTAN Vanderbilt
HTA11_4781_2000005
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-40...fastq.gz
HTAN Vanderbilt
HTA11_4781_2000005
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-41...fastq.gz
HTAN Vanderbilt
HTA11_5216_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-41...fastq.gz
HTAN Vanderbilt
HTA11_5216_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-42...fastq.gz
HTAN Vanderbilt
HTA11_4255_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-42...fastq.gz
HTAN Vanderbilt
HTA11_4255_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-46...fastq.gz
HTAN Vanderbilt
HTA11_6025_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-46...fastq.gz
HTAN Vanderbilt
HTA11_6025_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-49...fastq.gz
HTAN Vanderbilt
HTA11_2235_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-49...fastq.gz
HTAN Vanderbilt
HTA11_2235_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-50...fastq.gz
HTAN Vanderbilt
HTA11_6147_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-50...fastq.gz
HTAN Vanderbilt
HTA11_6147_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-51...fastq.gz
HTAN Vanderbilt
HTA11_6310_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-51...fastq.gz
HTAN Vanderbilt
HTA11_6310_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-55...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-55...fastq.gz
HTAN Vanderbilt
HTA11_2487_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-56...fastq.gz
HTAN Vanderbilt
HTA11_3331_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-56...fastq.gz
HTAN Vanderbilt
HTA11_3331_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-57...fastq.gz
HTAN Vanderbilt
HTA11_5363_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-57...fastq.gz
HTAN Vanderbilt
HTA11_5363_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-58...fastq.gz
HTAN Vanderbilt
HTA11_1391_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-58...fastq.gz
HTAN Vanderbilt
HTA11_1391_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-60...fastq.gz
HTAN Vanderbilt
HTA11_347_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-60...fastq.gz
HTAN Vanderbilt
HTA11_347_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-62...fastq.gz
HTAN Vanderbilt
HTA11_5212_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-62...fastq.gz
HTAN Vanderbilt
HTA11_5212_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-63...fastq.gz
HTAN Vanderbilt
HTA11_696_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5234-AS-63...fastq.gz
HTAN Vanderbilt
HTA11_696_2000009901
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5813-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999967905_84215
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5813-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999967905_84215
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5813-AS-10...fastq.gz
HTAN Vanderbilt
HTA11_99999966659_84224
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
5813-AS-10...fastq.gz
HTAN Vanderbilt
HTA11_99999966659_84224
Bulk DNA
Level 1
Not Reported
Not Reported
dbGaP
Level
Columns (11/25)
Filename
Atlas Name
Publications
Biospecimen
Assay
Level
Organ
Diagnosis
Data Access
Metadata
View
6723-KL-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-4_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
6723-KL-4_...fastq.gz
HTAN Vanderbilt
HTA11_99999971397_80384
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999974143_84620
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-1_...fastq.gz
HTAN Vanderbilt
HTA11_99999974143_84620
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999974143_84620
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_99999974143_84620
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999973458_83798
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999973458_83798
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-4_...fastq.gz
HTAN Vanderbilt
HTA11_99999973458_83798
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-4_...fastq.gz
HTAN Vanderbilt
HTA11_99999973458_83798
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-5_...fastq.gz
HTAN Vanderbilt
HTA11_99999971662_82457
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-5_...fastq.gz
HTAN Vanderbilt
HTA11_99999971662_82457
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-6_...fastq.gz
HTAN Vanderbilt
HTA11_99999971662_82457
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-6_...fastq.gz
HTAN Vanderbilt
HTA11_99999971662_82457
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-7_...fastq.gz
HTAN Vanderbilt
HTA11_99999973899_84307
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-7_...fastq.gz
HTAN Vanderbilt
HTA11_99999973899_84307
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-8_...fastq.gz
HTAN Vanderbilt
HTA11_99999973899_84307
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7003-AS-8_...fastq.gz
HTAN Vanderbilt
HTA11_99999973899_84307
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_8622_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-2_...fastq.gz
HTAN Vanderbilt
HTA11_8622_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_8622_2000001021
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_8622_2000001021
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-4_...fastq.gz
HTAN Vanderbilt
HTA11_1938_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7319-AS-4_...fastq.gz
HTAN Vanderbilt
HTA11_1938_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-1_...fastq.gz
HTAN Vanderbilt
2 Biospecimens
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-1_...fastq.gz
HTAN Vanderbilt
2 Biospecimens
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-2_...fastq.gz
HTAN Vanderbilt
2 Biospecimens
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-2_...fastq.gz
HTAN Vanderbilt
2 Biospecimens
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999933430_84221
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
7794-AS-3_...fastq.gz
HTAN Vanderbilt
HTA11_99999933430_84221
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_7862_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_7862_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999959460_84226
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999959460_84226
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999954273_84216
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999954273_84216
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999954273_84216
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_99999954273_84216
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_10711_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_10711_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_7663_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_7663_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP
8270-AS-00...fastq.gz
HTAN Vanderbilt
HTA11_6134_2000001011
10X Visium
Level 1
Not Reported
Not Reported
dbGaP