Spatially confined sub-tumor microenvironments in pancreatic cancer
Intratumoral heterogeneity is a critical frontier in understanding how the tumor microenvironment (TME) propels malignant progression. Here, we deconvolute the human pancreatic TME through large-scale integration of histology-guided regional multiOMICs with clinical data and patient-derived preclinical models. We discover subTMEs, histologically definable tissue states anchored in fibroblast plasticity, with regional relationships to tumor immunity, subtypes, differentiation, and treatment response. Reactive subTMEs rich in complex but functionally coordinated fibroblast communities were immune-hot and inhabited by aggressive tumor cell phenotypes. The matrix-rich deserted subTMEs harbored less activated fibroblasts and tumor- suppressive features yet were markedly chemoprotective and enriched upon chemotherapy. SubTMEs originated in fibroblast differentiation trajectories and transitory states were notable both in single cell transcriptomics and in situ. The intratumoral co-occurrence of subTMEs produced patient-specific phenotypic and computationally predictable heterogeneity tightly linked to malignant biology. Therefore, heterogeneity within the plentiful, notorious pancreatic TME is not random but marks fundamental tissue organizational units.
- 29 samples
- DAC: EGAC00001000710
- Technologies: Illumina HiSeq 2500, unspecified
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Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.
Study ID | Study Title | Study Type |
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Other |
This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.
ID | File Type | Size | Located in | |
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EGAF00002292672 | bam | 5.0 GB | ||
EGAF00002292678 | bam | 2.8 GB | ||
EGAF00002292679 | bam | 5.9 GB | ||
EGAF00002292683 | bam | 2.9 GB | ||
EGAF00002292693 | bam | 4.9 GB | ||
EGAF00002292695 | bam | 3.7 GB | ||
EGAF00002292696 | bam | 4.9 GB | ||
EGAF00002292706 | bam | 6.9 GB | ||
EGAF00002292709 | bam | 4.5 GB | ||
EGAF00002292710 | bam | 6.7 GB | ||
EGAF00002293345 | bam | 5.0 GB | ||
EGAF00002293349 | bam | 5.4 GB | ||
EGAF00002293353 | bam | 3.5 GB | ||
EGAF00002293367 | bam | 6.4 GB | ||
EGAF00002293369 | bam | 2.8 GB | ||
EGAF00002293378 | bam | 11.5 GB | ||
EGAF00002293401 | bam | 7.6 GB | ||
EGAF00002293403 | bam | 5.2 GB | ||
EGAF00002300222 | fastq.gz | 138.0 MB | ||
EGAF00002300223 | fastq.gz | 131.9 MB | ||
EGAF00002300226 | fastq.gz | 506.3 MB | ||
EGAF00002300227 | fastq.gz | 508.6 MB | ||
EGAF00002300228 | fastq.gz | 222.6 MB | ||
EGAF00002300229 | fastq.gz | 225.6 MB | ||
EGAF00002300246 | fastq.gz | 356.9 MB | ||
EGAF00002300247 | fastq.gz | 354.6 MB | ||
EGAF00002300250 | fastq.gz | 340.2 MB | ||
EGAF00002300251 | fastq.gz | 349.4 MB | ||
EGAF00002300322 | fastq.gz | 175.1 MB | ||
EGAF00002300323 | fastq.gz | 164.8 MB | ||
EGAF00002300328 | fastq.gz | 199.6 MB | ||
EGAF00002300329 | fastq.gz | 211.6 MB | ||
EGAF00002300330 | fastq.gz | 293.3 MB | ||
EGAF00002300331 | fastq.gz | 284.6 MB | ||
EGAF00002300346 | fastq.gz | 340.7 MB | ||
EGAF00002300347 | fastq.gz | 358.5 MB | ||
EGAF00002300354 | fastq.gz | 429.4 MB | ||
EGAF00002300355 | fastq.gz | 445.7 MB | ||
EGAF00002300362 | fastq.gz | 290.2 MB | ||
EGAF00002300363 | fastq.gz | 294.8 MB | ||
EGAF00002300506 | fastq.gz | 563.3 MB | ||
EGAF00002300507 | fastq.gz | 556.1 MB | ||
EGAF00002300508 | fastq.gz | 578.3 MB | ||
EGAF00002300509 | fastq.gz | 575.9 MB | ||
EGAF00002300518 | fastq.gz | 821.1 MB | ||
EGAF00002300519 | fastq.gz | 865.3 MB | ||
EGAF00002300532 | fastq.gz | 149.3 MB | ||
EGAF00002300533 | fastq.gz | 150.9 MB | ||
EGAF00002300544 | fastq.gz | 113.8 MB | ||
EGAF00002300545 | fastq.gz | 113.0 MB | ||
EGAF00002300546 | fastq.gz | 248.4 MB | ||
EGAF00002300547 | fastq.gz | 225.7 MB | ||
EGAF00002300554 | fastq.gz | 78.8 MB | ||
EGAF00002300555 | fastq.gz | 77.7 MB | ||
EGAF00002300568 | fastq.gz | 188.3 MB | ||
EGAF00002300569 | fastq.gz | 179.1 MB | ||
EGAF00002300572 | fastq.gz | 243.6 MB | ||
EGAF00002300573 | fastq.gz | 246.7 MB | ||
EGAF00002300604 | fastq.gz | 1.0 GB | ||
EGAF00002300605 | fastq.gz | 1.1 GB | ||
EGAF00002300612 | fastq.gz | 309.2 MB | ||
EGAF00002300613 | fastq.gz | 326.1 MB | ||
EGAF00002300618 | fastq.gz | 348.3 MB | ||
EGAF00002300619 | fastq.gz | 364.3 MB | ||
EGAF00002300652 | fastq.gz | 385.9 MB | ||
EGAF00002300653 | fastq.gz | 351.0 MB | ||
EGAF00002300668 | fastq.gz | 329.1 MB | ||
EGAF00002300669 | fastq.gz | 348.0 MB | ||
EGAF00002301238 | bam | 8.4 GB | ||
EGAF00002301246 | bam | 7.9 GB | ||
EGAF00002301251 | bam | 7.6 GB | ||
EGAF00002301252 | bam | 5.8 GB | ||
EGAF00002301349 | bam | 5.9 GB | ||
EGAF00002301357 | bam | 4.7 GB | ||
EGAF00002301359 | bam | 4.0 GB | ||
EGAF00003212012 | bam | 6.1 GB | ||
EGAF00003212013 | bam | 5.9 GB | ||
EGAF00003247568 | bam | 7.3 GB | ||
EGAF00003249718 | fastq.gz | 228.2 MB | ||
EGAF00003249719 | fastq.gz | 229.6 MB | ||
EGAF00003249918 | fastq.gz | 251.0 MB | ||
EGAF00003249919 | fastq.gz | 250.6 MB | ||
EGAF00003249972 | fastq.gz | 167.3 MB | ||
EGAF00003249973 | fastq.gz | 166.0 MB | ||
EGAF00003945157 | bam | 2.8 GB | ||
EGAF00004169428 | fastq.gz | 284.3 MB | ||
EGAF00004169429 | fastq.gz | 295.7 MB | ||
EGAF00005488983 | 1632910596360 | 213.5 MB | ||
EGAF00005488984 | 1632911314805 | 216.0 MB | ||
EGAF00005488985 | 1632910596360 | 110.8 MB | ||
EGAF00005488986 | 1632910596360 | 113.1 MB | ||
EGAF00005488987 | 1632914318917 | 208.6 MB | ||
EGAF00005488988 | 1632910242643 | 213.5 MB | ||
EGAF00005488989 | 1632914318917 | 67.6 MB | ||
EGAF00005488990 | 1632910596360 | 70.3 MB | ||
EGAF00005488991 | 1632910242642 | 217.8 MB | ||
EGAF00005488992 | 1632910242642 | 224.0 MB | ||
EGAF00005488993 | 1632910242642 | 195.0 MB | ||
EGAF00005488994 | 1632910413437 | 202.2 MB | ||
EGAF00005488995 | 1632910242643 | 344.3 MB | ||
EGAF00005488996 | 1632915284805 | 355.6 MB | ||
EGAF00005488997 | 1632910017321 | 67.2 MB | ||
EGAF00005488998 | 1632913970567 | 69.1 MB | ||
EGAF00005488999 | 1632910242643 | 46.8 MB | ||
EGAF00005489000 | 1632910596360 | 48.4 MB | ||
EGAF00005489001 | 1632910952775 | 220.7 MB | ||
EGAF00005489002 | 1632930780973 | 224.4 MB | ||
EGAF00005489003 | 1632910596360 | 611.3 MB | ||
EGAF00005489004 | 1632910596360 | 619.9 MB | ||
EGAF00005489005 | 1632910786710 | 60.5 MB | ||
EGAF00005489006 | 1632910413437 | 62.6 MB | ||
EGAF00005489007 | 1632910242642 | 126.8 MB | ||
EGAF00005489008 | 1632910596360 | 130.2 MB | ||
EGAF00005489009 | 1632910596360 | 101.1 MB | ||
EGAF00005489010 | 1632911144135 | 104.7 MB | ||
EGAF00005489011 | 1632910952775 | 181.4 MB | ||
EGAF00005489012 | 1632914138231 | 187.9 MB | ||
EGAF00005489013 | 1632910242643 | 60.8 MB | ||
EGAF00005489014 | 1632910242642 | 63.3 MB | ||
EGAF00005489015 | 1632910242642 | 262.1 MB | ||
EGAF00005489016 | 1632910786710 | 268.7 MB | ||
EGAF00005489017 | 1632910242643 | 106.0 MB | ||
EGAF00005489018 | 1632914138231 | 109.5 MB | ||
EGAF00005489019 | 1632910596360 | 204.3 MB | ||
EGAF00005489020 | 1632910625706 | 211.7 MB | ||
EGAF00005489021 | 1632928456406 | 79.6 MB | ||
EGAF00005489022 | 1632910242642 | 79.7 MB | ||
EGAF00005489023 | 1632914511385 | 110.1 MB | ||
EGAF00005489024 | 1632910413437 | 113.8 MB | ||
EGAF00005489025 | 1632913970567 | 244.7 MB | ||
EGAF00005489026 | 1632910242642 | 247.1 MB | ||
EGAF00005489027 | 1632910596360 | 73.2 MB | ||
EGAF00005489028 | 1632910786710 | 72.1 MB | ||
EGAF00005489029 | 1632910242642 | 85.4 MB | ||
EGAF00005489030 | 1632928867348 | 85.7 MB | ||
EGAF00005489031 | 1632910242642 | 60.3 MB | ||
EGAF00005489032 | 1632910242642 | 63.7 MB | ||
EGAF00005489033 | 1632911144135 | 103.9 MB | ||
EGAF00005489034 | 1632910786710 | 106.3 MB | ||
EGAF00005489035 | 1632910786710 | 43.8 MB | ||
EGAF00005489036 | 1632914138231 | 43.3 MB | ||
EGAF00005489037 | 1632910952775 | 163.1 MB | ||
EGAF00005489038 | 1632910786710 | 172.5 MB | ||
EGAF00005489039 | 1632910413437 | 69.1 MB | ||
EGAF00005489040 | 1632928456405 | 71.4 MB | ||
EGAF00005492395 | 1632949723064 | 11.8 GB | ||
EGAF00005492396 | 1632954896016 | 7.4 GB | ||
EGAF00005492397 | 1632947570432 | 9.3 GB | ||
EGAF00005492398 | 1632946951096 | 6.2 GB | ||
EGAF00005492399 | 1632950572586 | 8.2 GB | ||
EGAF00005492400 | 1632950572586 | 11.1 GB | ||
EGAF00005492401 | 1632971300203 | 13.5 GB | ||
EGAF00005492402 | 1632946366958 | 5.6 GB | ||
EGAF00005492403 | 1632958028872 | 5.4 GB | ||
EGAF00005492404 | 1632947296969 | 8.7 GB | ||
EGAF00005492405 | 1632949153269 | 23.8 GB | ||
EGAF00005492406 | 1632949723064 | 4.9 GB | ||
EGAF00005492407 | 1632949723064 | 10.7 GB | ||
EGAF00005492408 | 1632946951096 | 7.6 GB | ||
EGAF00005492409 | bam | 6.9 GB | ||
EGAF00005492410 | bam | 6.5 GB | ||
EGAF00005492411 | 1632948905873 | 11.2 GB | ||
EGAF00005492412 | 1632949989736 | 4.1 GB | ||
EGAF00005492413 | bam | 5.9 GB | ||
EGAF00005492414 | 1632946951096 | 4.7 GB | ||
EGAF00005492415 | 1632950292450 | 6.1 GB | ||
EGAF00005492416 | bam | 14.9 GB | ||
EGAF00005492417 | 1632948905873 | 6.0 GB | ||
EGAF00005492418 | 1632947570432 | 9.8 GB | ||
EGAF00005492419 | 1632962074886 | 3.2 GB | ||
EGAF00005492420 | 1632958317497 | 9.2 GB | ||
EGAF00005492421 | 1632950292450 | 5.1 GB | ||
EGAF00005492422 | 1632947296969 | 14.3 GB | ||
EGAF00005492423 | 1632958317497 | 5.8 GB | ||
174 Files (438.4 GB) |