KEY RESOURCES TABLE
| REAGENT or RESOURCE | SOURCE | IDENTIFIER | |
|---|---|---|---|
| Antibodies | |||
| Rabbit anti-Tubb3 | Abcam | Cat# AB18207 RRID:AB_444319 |
|
| Chicken anti-mCherry | EMD Millipore | Cat#AB356481 | |
| Goat anti-Ass1 | Abcam | Cat# ab77590 RRID:AB_2060467 | |
| Rabbit anti-Celsr3 | Sigma-Aldrich | Cat# SAB4500707–100UG RRID:AB_10744051 | |
| Rabbit anti-Uchl1 | Cell Signaling | Cat#13179T RRID:AB_2798141 | |
| Rabbit anti-ASL | Abcam | Cat# ab97370 RRID:AB_10680261 | |
| Rabbit anti-GRP | Abcam | Cat# ab22623 RRID:AB_447204 | |
| Rabbit anti-Prph | Abcam | Cat# ab4666 RRID:AB_449340 | |
| Goat anti-Phox2b | Novus Biologicals | Cat#AF4940 | |
| Mm-Calca | ACDBio | Cat#417961 | |
| Mm-Calcb | ACDBio | Cat#425511 | |
| Mm-Cck | ACDBio | Cat#402271 | |
| Mm-Chat-C2 | ACDBio | Cat#408731-C2 | |
| Mm-GRP | ACDBio | Cat#317861-C2 | |
| Mm-Htr4 | ACDBio | Cat#408241 | |
| Mm-Lgr5 | ACDBio | Cat#312171 | |
| Mm-Nmu | ACDBio | Cat#446831 | |
| Mm-Nog | ACDBio | Cat#467391 | |
| Mm-Nos1-C3 | ACDBio | Cat#437651-C3 | |
| Mm-Piezo1 | ACDBio | Cat#500511 | |
| Mm-Piezo2-C3 | ACDBio | Cat#400191-C3 | |
| Mm-Sst-C3 | ACDBio | Cat#404631-C3 | |
| Mm-Tph2-C2 | ACDBio | Cat#318691-C2 | |
| Mm-Vip/Mm-Vip-C2 | ACDBio | Cat#415961/415961-C2 | |
| Hs-ANO1-C2 | ACDBio | Cat#349021-C2 | |
| Hs-CHAT/Hs-CHAT-C2 | ACDBio | Cat#450671/450671-C2 | |
| Hs-DSCAM | ACDBio | Cat# | |
| Hs- GUCY1A3 | ACDBio | Cat#425831 | |
| Hs-IL7 | ACDBio | Cat#424251 | |
| Hs-IL12A | ACDBio | Cat#402061 | |
| Hs-KIT-C3 | ACDBio | Cat#606401-C3 | |
| Hs-NOS1-C2 | ACDBio | Cat#506551-C2 | |
| Hs-RET | ACDBio | Cat#424871 | |
| Hs-GRP | ACDBio | Cat#465261 | |
| Hs-SCN3A | ACDBio | Cat#460121 | |
| Biological Samples | |||
| Human cancer-proximal colon tissue from resections | Dana Farber Cancer Institute, Boston (IRB
03–189; ORSP 3490); Massachusetts General Hospital, Boston (IRB 02–240; ORSP 1702) |
Table S1 | |
| Chemicals, Peptides, and Recombinant Proteins | |||
| CHAPS, Molecular Biology Grade | EMD Millipore | Cat#220201–1GM | |
| Nonidet™ P40 Substitute, Ultrapure, Affymetrix/USB | Fisher Scientific | Cat#AAJ19628AP | |
| Tween®-20 Solution, 10% | Teknova | VWR-100216–360 | |
| Triton X-100 | Sigma-Aldrich | Cat#T8787–100ML | |
| Digitonin | Promega | Cat#G9441 | |
| Hexylene Glycol | Sigma-Aldrich | Cat#112100–500GT | |
| Tricine Buffer, Ultra Pure Grade | VWR | Cat#E170–100G | |
| HEPES, 1M Solution, pH 7.3, Molecular Biology Grade, Ultrapure | Fisher Scientific | Cat# AAJ16924AE | |
| Tris (1 M), pH 8.0, Rnase-Free | Thermo Fisher Scientific | Cat#AM9855G | |
| Sodium Chloride Solution | Sigma-Aldrich | Cat#S6546–1L | |
| CACL2 1M ST BIOTECH GRD | VWR | Cat#97062–820 | |
| Magnesium Chloride Solution | Sigma-Aldrich | Cat#M1028–10X1ML | |
| Potassium Chloride Solution | Sigma-Aldrich | Cat#60142–100ML-F | |
| Spermidine (1g) | Sigma-Aldrich | Cat#S2626–1G | |
| Spermine (1g) | Sigma-Aldrich | Cat#S3256–1G | |
| BSA, Molecular Biology Grade | New England Biolabs | Cat#B9000S | |
| Sucrose, RNase & DNase Free, Ultra Pure Grade | VWR | Cat#97061–432 | |
| cOmplete™, Mini, EDTA-free Protease Inhibitor Cocktail | Sigma-Aldrich | Cat#11836170001 | |
| Cyclohexamide | Cell Signaling Technology | Cat#2112S | |
| Cytochalasin D | Sigma-Aldrich | Cat#C2618–200UL | |
| Recombinant RNase Inhibitor | Takara | Cat#2313B | |
| Magnesium Acetate Solution | Sigma-Aldrich | 63052–100ML | |
| B-Mercaptoethanol | Sigma-Aldrich | Cat#M3148–100ML | |
| Buffer TCL (125 mL) | Qiagen | Cat#1031576 | |
| Deoxynucleotide (dNTP) Solution Mix | New England Biolabs | Cat#N0447L | |
| Maxima H Minus Reverse Transcriptase (200 U/uL) | Thermo Fisher Scientific | Cat#EP0753 | |
| KAPA HiFi HotStart ReadyMix PCR Kit | Roche | Cat#KK2602 | |
| tousimis® FORMALDEHYDE 20% | tousimis | Cat#1008A | |
| TSA Plus Cyanine 5 and Flourescein System | PerkinElmer | Cat#NEL754001KT | |
| TSA Plus Cyanine 3 Evaluation Kit | PerkinElmer | Cat#NEL744E001KT | |
| Pierce™ 20X TBS Tween™ 20 Buffer | Thermo Fisher Scientific | Cat#28360 | |
| DAPI | Sigma-Aldrich | Cat#D9542–10MG | |
| Tissue-Tek O.C.T. compound 4583 | VWR | Cat#25608–930 | |
| Vybrant DyeCycle Ruby Stain | Thermo Fisher Scientific | Cat#V-10309 | |
| CAS-Block™ Histochemical Reagent | Thermo Fisher Scientific | Cat#008120 | |
| RNAscope® Probe Diluent | ACD | Cat#300041 | |
| Critical Commercial Assays | |||
| Agencourt RNAClean (RNA SPRI beads) | Beckman Coulter | Cat#A63987 | |
| Nuclei EZ Prep | Sigma-Aldrich | Cat#NUC101–1KT | |
| AMPureXP SPRI (DNA SPRI beads) | Beckman Coulter | Cat#A63881 | |
| Nextera XT DNA Library Preparation Kit | Illumina | Cat#FC-131–1096 | |
| NextSeq 500 high output kit V2, 75 cycles | Illumina | Cat#FC-404–2005 | |
| RNAscope® Fluorescent Multiplex Reagent Kit | ACD | Cat#320850 | |
| 10X Chromium Single Cell 3’ Kit | 10X Genomics | Cat#120237 | |
| Deposited Data | |||
| Genome Reference Consortium Mouse Build GRCm38 | Genome Reference Consortium | https://www.ncbi.nlm.nih.gov/assembly/GCF_000001635.20/ | |
| Genome References Consortium Human Build GRCh37 | Genome Reference Consortium | https://www.ncbi.nlm.nih.gov/assembly/GCF_000001405.13/ | |
| TcoF-DB v2 human transcription factors | Schmeier et al., 2016 | http://compbio.massey.ac.nz/apps/tcof/home/ | |
| PRRDB human pattern recognition receptors | Lata et al., 2008 | http://crdd.osdd.net/raghava/prrdb/ | |
| FANTOM5 receptor-ligand database | Ramilowski et al., 2015 | http://fantom.gsc.riken.jp/5 | |
| Mouse SS2 – FASTQ files and processed data | This paper | Single cell portal accession SCP1038 (https://portals.broadinstitute.org/single_cell) | |
| Mouse 10X – FASTQ files and processed data | This paper | Single cell portal accession SCP1038 (https://portals.broadinstitute.org/single_cell) | |
| Human 10X - FASTQ files | This paper | Broad DUOS project “ColonENS-RegevXavier-CRCAdjacentNormal-Broad-snRNASeq-UnsortedCells” (https://duos.broadinstitute.org) | |
| Human 10X – processed data | This paper | Single cell portal accession SCP1038 (https://portals.broadinstitute.org/single_cell) | |
| Experimental Models: Organisms/Strains | |||
| C57BL/6J | The Jackson Laboratory | Cat#000664 RRID:IMSR_JAX:000664 | |
| B6;CBA-Tg(Sox10-cre)1Wdr/J | The Jackson Laboratory | Cat#025807 RRID:IMSR_JAX:025807 | |
| 129S4.Cg-E2f1Tg(Wnt1-cre)2Sor/J | The Jackson Laboratory | Cat#022137 RRID:IMSR_JAX:022137 | |
| B6;129-Gt(ROSA)26Sortm5(CAG-Sun1/sfGFP)Nat/J | The Jackson Laboratory | Cat#021039 RRID:IMSR_JAX:021039 | |
| Tg(Uchl1-HIST2H2BE/mCherry/EGFP*)FSout/J | The Jackson Laboratory | Cat#016981 RRID:IMSR_JAX:016981 | |
| Oligonucleotides | |||
| Reverse Transcription DNA oligonucleotide primer (RNase-free, 100 mM) 5’ -AAGCAGTGGTATCAACGCAGAGTACT(30)VN-3’ | IDT | N/A | |
| SMARTER TSO (with LNA) 5’ -AAGCAGTGGTATCAACGCAGAGTACrGrG+G-3’ | Exiqon | N/A | |
| PCR oligonucleotide primer 5’ -AAGCAGTGGTATCAACGCAGAGT-3’ | IDT | N/A | |
| Recombinant DNA | |||
| Software and Algorithms | |||
| CellRanger v2.0 | 10X Genomics | https://github.com/10XGenomics/cellranger | |
| sva (R package) | Leek et al., 2014 | https://www.bioconductor.org/packages/devel/bioc/html/sva.html | |
| Infomap clustering algorithm | Rosvall et al., 2008 | http://igraph.org/ | |
| Barnes-Hut t-SNE algorithm | van der Maaten et al., 2014 | https://cran.r-project.org/web/packages/Rtsne/ | |
| Scanpy | Wolf et al., 2018 | https://github.com/theislab/scanpy | |
| MAST | Finak et al., 2015 | https://github.com/RGLab/MAST | |
| Rtsne | CRAN | https://cran.r-project.org/web/packages/Rtsne/ | |
| PhenoGraph | Levine et al., 2015 | https://github.com/jacoblevine/PhenoGraph | |
| MAGIC | van Dijk et al., 2018 | https://github.com/KrishnaswamyLab/MAGIC | |
| nlme (R package) | CRAN | https://cran.r-project.org/web/packages/nlme/index.html | |
| rsvd (R package) | CRAN | https://cran.r-project.org/web/packages/rsvd/index.html | |
| Seurat (R toolkit) | Butler et al., 2018 | https://satijalab.org/seurat | |
| Analysis code | This paper | https://github.com/klarman-cell-observatory/ens_atlas | |
| REAGENT or RESOURCE | SOURCE | IDENTIFIER | |
| Antibodies | |||
| Rabbit monoclonal anti-Snail | Cell Signaling Technology | Cat#3879S; RRID: AB_2255011 | |
| Mouse monoclonal anti-Tubulin (clone DM1A) | Sigma-Aldrich | Cat#T9026; RRID: AB_477593 | |
| Rabbit polyclonal anti-BMAL1 | This paper | N/A | |
| Bacterial and Virus Strains | |||
| pAAV-hSyn-DIO-hM3D(Gq)-mCherry | Krashes et al., 2011 | Addgene AAV5; 44361-AAV5 |
|
| AAV5-EF1a-DIO-hChR2(H134R)-EYFP | Hope Center Viral Vectors Core | N/A | |
| Cowpox virus Brighton Red | BEI Resources | NR-88 | |
| Zika-SMGC-1, GENBANK: KX266255 | Isolated from patient (Wang et al., 2016) | N/A | |
| Staphylococcus aureus | ATCC | ATCC 29213 | |
| Streptococcus pyogenes: M1 serotype strain: strain SF370; M1 GAS | ATCC | ATCC 700294 | |
| Biological Samples | |||
| Healthy adult BA9 brain tissue | University of Maryland Brain & Tissue Bank; http://medschool.umaryland.edu/btbank/ | Cat#UMB1455 | |
| Human hippocampal brain blocks | New York Brain Bank | http://nybb.hs.columbia.edu/ | |
| Patient-derived xenografts (PDX) | Children’s Oncology Group Cell Culture and Xenograft Repository | http://cogcell.org/ | |
| Chemicals, Peptides, and Recombinant Proteins | |||
| MK-2206 AKT inhibitor | Selleck Chemicals | S1078; CAS: 1032350–13-2 | |
| SB-505124 | Sigma-Aldrich | S4696; CAS: 694433–59-5 (free base) | |
| Picrotoxin | Sigma-Aldrich | P1675; CAS: 124–87-8 | |
| Human TGF-β | R&D | 240-B; GenPept: P01137 | |
| Activated S6K1 | Millipore | Cat#14–486 | |
| GST-BMAL1 | Novus | Cat#H00000406-P01 | |
| Critical Commercial Assays | |||
| EasyTag EXPRESS 35S Protein Labeling Kit | Perkin-Elmer | NEG772014MC | |
| CaspaseGlo 3/7 | Promega | G8090 | |
| TruSeq ChIP Sample Prep Kit | Illumina | IP-202–1012 | |
| Deposited Data | |||
| Raw and analyzed data | This paper | GEO: GSE63473 | |
| B-RAF RBD (apo) structure | This paper | PDB: 5J17 | |
| Human reference genome NCBI build 37, GRCh37 | Genome Reference Consortium | http://www.ncbi.nlm.nih.gov/projects/genome/assembly/grc/human/ | |
| Nanog STILT inference | This paper; Mendeley Data | http://dx.doi.org/10.17632/wx6s4mj7s8.2 | |
| Affinity-based mass spectrometry performed with 57 genes | This paper; and Mendeley Data | Table S8; http://dx.doi.org/10.17632/5hvpvspw82.1 | |
| Experimental Models: Cell Lines | |||
| Hamster: CHO cells | ATCC | CRL-11268 | |
| D. melanogaster: Cell line S2: S2-DRSC | Laboratory of Norbert Perrimon | FlyBase: FBtc0000181 | |
| Human: Passage 40 H9 ES cells | MSKCC stem cell core facility | N/A | |
| Human: HUES 8 hESC line (NIH approval
number NIHhESC-09–0021) |
HSCI iPS Core | hES Cell Line: HUES-8 | |
| Experimental Models: Organisms/Strains | |||
| C. elegans: Strain BC4011: srl-1(s2500) II; dpy-18(e364) III; unc-46(e177)rol-3(s1040) V. | Caenorhabditis Genetics Center | WB Strain: BC4011; WormBase: WBVar00241916 | |
| D. melanogaster: RNAi of Sxl: y[1] sc[*] v[1]; P{TRiP.HMS00609}attP2 | Bloomington Drosophila Stock Center | BDSC:34393; FlyBase: FBtp0064874 | |
| S. cerevisiae: Strain background: W303 | ATCC | ATTC: 208353 | |
| Mouse: R6/2: B6CBA-Tg(HDexon1)62Gpb/3J | The Jackson Laboratory | JAX: 006494 | |
| Mouse: OXTRfl/fl: B6.129(SJL)-Oxtrtm1.1Wsy/J | The Jackson Laboratory | RRID: IMSR_JAX:008471 | |
| Zebrafish: Tg(Shha:GFP)t10: t10Tg | Neumann and Nuesslein-Volhard, 2000 | ZFIN: ZDB-GENO-060207–1 | |
| Arabidopsis: 35S::PIF4-YFP, BZR1-CFP | Wang et al., 2012 | N/A | |
| Arabidopsis: JYB1021.2: pS24(AT5G58010)::cS24:GFP(-G):NOS #1 | NASC | NASC ID: N70450 | |
| Oligonucleotides | |||
| siRNA targeting sequence: PIP5K I alpha #1:
ACACAGUACUCAGUUGAUA |
This paper | N/A | |
| Primers for XX, see Table SX | This paper | N/A | |
| Primer: GFP/YFP/CFP Forward: GCACGACTTCTTCAAGTCCGCCATGCC | This paper | N/A | |
| Morpholino: MO-pax2a GGTCTGCTTTGCAGTGAATATCCAT | Gene Tools | ZFIN: ZDB-MRPHLNO-061106-5 | |
| ACTB (hs01060665_g1) | Life Technologies | Cat#4331182 | |
| RNA sequence: hnRNPA1_ligand: UAGGGACUUAGGGUUCUCUCUAGGGACUUAGGGUUCUCUCUAGGGA | This paper | N/A | |
| Recombinant DNA | |||
| pLVX-Tight-Puro (TetOn) | Clonetech | Cat#632162 | |
| Plasmid: GFP-Nito | This paper | N/A | |
| cDNA GH111110 | Drosophila Genomics Resource Center | DGRC:5666; FlyBase:FBcl0130415 | |
| AAV2/1-hsyn-GCaMP6- WPRE | Chen et al., 2013 | N/A | |
| Mouse raptor: pLKO mouse shRNA 1 raptor | Thoreen et al., 2009 | Addgene Plasmid #21339 | |
| Software and Algorithms | |||
| ImageJ | Schneider et al., 2012 | https://imagej.nih.gov/ij/ | |
| Bowtie2 | Langmead and Salzberg, 2012 | http://bowtie-bio.sourceforge.net/bowtie2/index.shtml | |
| Samtools | Li et al., 2009 | http://samtools.sourceforge.net/ | |
| Weighted Maximal Information Component Analysis v0.9 | Rau et al., 2013 | https://github.com/ChristophRau/wMICA | |
| ICS algorithm | This paper; Mendeley Data | http://dx.doi.org/10.17632/5hvpvspw82.1 | |
| Other | |||
| Sequence data, analyses, and resources related to the ultra-deep sequencing of the AML31 tumor, relapse, and matched normal. | This paper | http://aml31.genome.wustl.edu | |
| Resource website for the AML31
publication |
This paper | https://github.com/chrisamiller/aml31SuppSite | |