- Aug 2024
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www.biorxiv.org www.biorxiv.org
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This cannotbe achieved with architectures such as Transformer [25],
First let me say that I really like your pre-print. It takes good understanding of the basic biology and leverages the best thing about neural network based models: the ability to customize your modeling architecture to take advantage of expert knowledge about a particular inferential problem. In this case you have chosen LSTM because you know that, typically, the influence of one gene on another occurs in temporal order. As you suggest in this sentence, that ordering isn't something that a Transformer architecture takes advantage of, and explicitly so. However, I would suggest that a Transformer architecture would be extremely useful in the analysis of time varying expression data for the following reason. While you are looking for 1:1 connections (networks) here and analyzing your data in a temporal order makes sense for that task, the genes, their expression, their protein expression are all parts of dynamical system. And, following a discrete experimental change you are likely to cause a long running cascade that could cause long range down stream defects in expression. As a result, if you are going to predict gene expression at time t0, it seems entirely reasonable that information at time t10 or t20 may be relevant. Do you think this is so? Could transformers be usefully applied to expression data of this variety?
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and then the regressionof target gene expression cannot be sufficiently learned
I find this clause a little hard to parse. I presume this is suggesting that the regression is a linear regression, and that when you try to fit a linear regression to data that are determined by a non-linear system you can't accurately fit the data, is that right?
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thonyc.wordpress.com thonyc.wordpress.com
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www.readingdesign.org www.readingdesign.org
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Apartheid, Mandela, even recommend the movie "Invictus" for context.
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drive.google.com drive.google.com
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He su gests that the reason antidepressants appear towork better in relieving severe depression than in less severe cases isthat patients with severe symptoms are likely to be on higher dosesand therefore experience more side e ects
Since they have more intense/severe side effects, it gives illusion that antidepressants are more effective in drastically reducing what is obvious
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pastpapers.everythingeducation.co.uk pastpapers.everythingeducation.co.uk
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Write 6324 correct to the nearest thousand.
6000
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www.sciencedirect.com www.sciencedirect.com
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RRID:IMSR_JAX:002101
DOI: 10.1016/j.celrep.2021.108892
Resource: IMSR_JAX:002101
Curator: @Naa003
SciCrunch record: RRID:IMSR_JAX:002101
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www.sciencedirect.com www.sciencedirect.com
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RRID:AB_2535853
DOI: 10.1016/j.celrep.2021.108895
Resource: AB_2535853
Curator: @Naa003
SciCrunch record: RRID:AB_2535853
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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RRID:CVCL_B260
DOI: 10.1038/s41598-024-68111-5
Resource: CVCL_B260
Curator: @evieth
SciCrunch record: RRID:CVCL_B260
-
RRID:CVCL_0023
DOI: 10.1038/s41598-024-68111-5
Resource: CVCL_0023
Curator: @scibot
SciCrunch record: RRID:CVCL_0023
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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RRID:AB_331682
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_331682
Curator: @evieth
SciCrunch record: RRID:AB_331682
-
RRID:AB_2315049
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_2315049
Curator: @evieth
SciCrunch record: RRID:AB_2315049
-
RRID:AB_309864
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: (Millipore Cat# 05-636, RRID:AB_309864)
Curator: @evieth
SciCrunch record: RRID:AB_309864
-
RRID:SCR_014514
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_014514
Curator: @scibot
SciCrunch record: RRID:SCR_014514
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RRID:SCR_002798
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_002798
Curator: @scibot
SciCrunch record: RRID:SCR_002798
-
RRID:AB_2809520
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_2809520
Curator: @scibot
SciCrunch record: RRID:AB_2809520
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RRID:AB_2096936
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_2096936
Curator: @scibot
SciCrunch record: RRID:AB_2096936
-
RRID:AB_2143884
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_2143884
Curator: @scibot
SciCrunch record: RRID:AB_2143884
-
RRID:SCR_003070
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_003070
Curator: @scibot
SciCrunch record: RRID:SCR_003070
-
RRID:AB_1793996
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_1793996
Curator: @scibot
SciCrunch record: RRID:AB_1793996
-
RRID:AB_309864
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: (Millipore Cat# 05-636, RRID:AB_309864)
Curator: @scibot
SciCrunch record: RRID:AB_309864
-
RRID:AB_1563066
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_1563066
Curator: @scibot
SciCrunch record: RRID:AB_1563066
-
RRID:AB_309785
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_309785
Curator: @scibot
SciCrunch record: RRID:AB_309785
-
RRID:AB_2223041
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_2223041
Curator: @scibot
SciCrunch record: RRID:AB_2223041
-
RRID:AB_560835
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_560835
Curator: @scibot
SciCrunch record: RRID:AB_560835
-
RRID:AB_331646
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_331646
Curator: @scibot
SciCrunch record: RRID:AB_331646
-
RRID:AB_331713
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: AB_331713
Curator: @scibot
SciCrunch record: RRID:AB_331713
-
RRID:SCR_008426
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_008426
Curator: @scibot
SciCrunch record: RRID:SCR_008426
-
RRID:SCR_001622
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_001622
Curator: @scibot
SciCrunch record: RRID:SCR_001622
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RRID:SCR_012773
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: SCR_012773
Curator: @scibot
SciCrunch record: RRID:SCR_012773
-
RRID:Addgene_16007
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: RRID:Addgene_16007
Curator: @scibot
SciCrunch record: RRID:Addgene_16007
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RRID:CVCL_1592
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: CVCL_1592
Curator: @scibot
SciCrunch record: RRID:CVCL_1592
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RRID:CVCL_1512
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: CVCL_1512
Curator: @scibot
SciCrunch record: RRID:CVCL_1512
-
RRID:CVCL_U892
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: CVCL_U892
Curator: @scibot
SciCrunch record: RRID:CVCL_U892
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RRID:CVCL_0102
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: CVCL_0102
Curator: @scibot
SciCrunch record: RRID:CVCL_0102
-
RRID:CVCL_7668
DOI: 10.1158/2767-9764.CRC-23-0370
Resource: (RRID:CVCL_7668)
Curator: @scibot
SciCrunch record: RRID:CVCL_7668
Tags
- RRID:AB_309864
- RRID:AB_2096936
- RRID:CVCL_1512
- RRID:AB_2809520
- RRID:AB_331646
- RRID:AB_331713
- RRID:AB_2223041
- RRID:Addgene_16007
- RRID:AB_309785
- RRID:CVCL_7668
- RRID:SCR_003070
- RRID:AB_2143884
- RRID:CVCL_0102
- RRID:AB_1793996
- RRID:AB_560835
- RRID:SCR_001622
- RRID:SCR_014514
- RRID:AB_331682
- RRID:SCR_012773
- RRID:CVCL_1592
- RRID:AB_2315049
- RRID:SCR_002798
- RRID:SCR_008426
- RRID:AB_1563066
- RRID:CVCL_U892
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
BDCS_48928
DOI: 10.1016/j.cub.2023.12.031
Resource: RRID:BDSC_48928
Curator: @anisehay
SciCrunch record: RRID:BDSC_48928
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-
www.sciencedirect.com www.sciencedirect.com
-
HeLa
DOI: 10.1016/j.kint.2024.06.022
Resource: (TKG Cat# TKG 0331, RRID:CVCL_0030)
Curator: @vtello
SciCrunch record: RRID:CVCL_0030
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HEK293T
DOI: 10.1016/j.kint.2024.06.022
Resource: (RRID:CVCL_0063)
Curator: @vtello
SciCrunch record: RRID:CVCL_0063
-
RRID:Addgene_131995
DOI: 10.1016/j.kint.2024.06.022
Resource: Addgene_131995
Curator: @scibot
SciCrunch record: RRID:Addgene_131995
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-
www.sciencedirect.com www.sciencedirect.com
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CRL-3216
DOI: 10.1016/j.xpro.2024.103185
Resource: (RRID:CVCL_0063)
Curator: @vtello
SciCrunch record: RRID:CVCL_0063
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CRL-3275
DOI: 10.1016/j.xpro.2024.103185
Resource: CVCL_DA04
Curator: @vtello
SciCrunch record: RRID:CVCL_DA04
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RRID:SCR_023461
DOI: 10.1016/j.xpro.2024.103185
Resource: Cytiva AKTA pure 25 L chromatography system (RRID:SCR_023461)
Curator: @scibot
SciCrunch record: RRID:SCR_023461
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RRID:SCR_019852
DOI: 10.1016/j.xpro.2024.103185
Resource: SCR_019852
Curator: @scibot
SciCrunch record: RRID:SCR_019852
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RRID:SCR_008520
DOI: 10.1016/j.xpro.2024.103185
Resource: SCR_008520
Curator: @scibot
SciCrunch record: RRID:SCR_008520
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-
www.sciencedirect.com www.sciencedirect.com
-
Cat#: NM-KI-210227
DOI: 10.1016/j.chembiol.2024.06.017
Resource: IMSR_NM-KI-210227
Curator: @vtello
SciCrunch record: RRID:IMSR_NM-KI-210227
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-
www.sciencedirect.com www.sciencedirect.com
-
CCL-185
DOI: 10.1016/j.devcel.2024.07.003
Resource: CVCL_0023
Curator: @vtello
SciCrunch record: RRID:CVCL_0023
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HB-8064
DOI: 10.1016/j.devcel.2024.07.003
Resource: CVCL_0326
Curator: @vtello
SciCrunch record: RRID:CVCL_0326
-
CRL-10317
DOI: 10.1016/j.devcel.2024.07.003
Resource: (NCBI_Iran Cat# C609, RRID:CVCL_0598)
Curator: @vtello
SciCrunch record: RRID:CVCL_0598
-
CRL-1730
DOI: 10.1016/j.devcel.2024.07.003
Resource: (IZSLER Cat# BS CL 145, RRID:CVCL_2959)
Curator: @vtello
SciCrunch record: RRID:CVCL_2959
-
CRL-3397
DOI: 10.1016/j.devcel.2024.07.003
Resource: CVCL_M095
Curator: @vtello
SciCrunch record: RRID:CVCL_M095
-
12022001
DOI: 10.1016/j.devcel.2024.07.003
Resource: (RRID:CVCL_0063)
Curator: @vtello
SciCrunch record: RRID:CVCL_0063
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-
www.sciencedirect.com www.sciencedirect.com
-
Addgene_172115
DOI: 10.1016/j.molcel.2024.07.003
Resource: Addgene_172115
Curator: @vtello
SciCrunch record: RRID:Addgene_172115
-
Addgene_12259
DOI: 10.1016/j.molcel.2024.07.003
Resource: RRID:Addgene_12259
Curator: @vtello
SciCrunch record: RRID:Addgene_12259
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Addgene_102586
DOI: 10.1016/j.molcel.2024.07.003
Resource: Addgene_102586
Curator: @vtello
SciCrunch record: RRID:Addgene_102586
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Cat#A14527
DOI: 10.1016/j.molcel.2024.07.003
Resource: CVCL_D615
Curator: @vtello
SciCrunch record: RRID:CVCL_D615
-
Strain: 765000
DOI: 10.1016/j.molcel.2024.07.003
Resource: CVCL_B5P3
Curator: @vtello
SciCrunch record: RRID:CVCL_B5P3
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Cat#HZGHC003349c001
DOI: 10.1016/j.molcel.2024.07.003
Resource: CVCL_SE19
Curator: @vtello
SciCrunch record: RRID:CVCL_SE19
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www.sciencedirect.com www.sciencedirect.com
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Plasmid #36917
DOI: 10.1016/j.cell.2024.07.005
Resource: RRID:Addgene_36917
Curator: @vtello
SciCrunch record: RRID:Addgene_36917
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Cat# CRL-3216
DOI: 10.1016/j.cell.2024.07.005
Resource: (RRID:CVCL_0063)
Curator: @vtello
SciCrunch record: RRID:CVCL_0063
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www.sciencedirect.com www.sciencedirect.com
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004781
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:004781
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:004781
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005582
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:005582
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:005582
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020940
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:020940
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:020940
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017586
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:017586
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:017586
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000664
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:000664
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:000664
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007906
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:007906
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:007906
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007914
DOI: 10.1016/j.cell.2024.07.002
Resource: IMSR_JAX:007914
Curator: @vtello
SciCrunch record: RRID:IMSR_JAX:007914
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www.biorxiv.org www.biorxiv.org
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RRID:Addgene 19319
DOI: 10.1101/2024.07.25.605098
Resource: RRID:Addgene_19319
Curator: @dhovakimyan1
SciCrunch record: RRID:Addgene_19319
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www.biorxiv.org www.biorxiv.org
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Addgene #8454
DOI: 10.1101/2024.07.25.605204
Resource: RRID:Addgene_8454
Curator: @dhovakimyan1
SciCrunch record: RRID:Addgene_8454
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bpspubs.onlinelibrary.wiley.com bpspubs.onlinelibrary.wiley.com
-
RRID:AB_2714020
DOI: 10.1111/bph.16469
Resource: AB_2714020
Curator: @dhovakimyan1
SciCrunch record: RRID:AB_2714020
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Bloomington Drosophila Stock Center
DOI: 10.1101/2023.07.17.549367
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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BDSC 25710
DOI: 10.3390/genes14071502
Resource: RRID:BDSC_25710
Curator: @anisehay
SciCrunch record: RRID:BDSC_25710
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Sb158
DOI: 10.1038/s41598-023-39360-7
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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w*; ProtamineB-eGFP/CyO; dj-GFP/TM3
DOI: 10.1038/s41598-023-39360-7
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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w1118
DOI: 10.1038/s41598-023-39360-7
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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y1 ac1 w1118
DOI: 10.1038/s41598-023-39360-7
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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Bloomington Drosophila Stock Center
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-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
https://bdsc.indiana.edu/information/recipes/hardagar.html
DOI: 10.1093/g3journal/jkad191
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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UAS-dpp
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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UAS-gfp-aub, UAS-armi-gfp
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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UAS-flag3-myc6-ago3 (ref. 80)
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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bam-gal4:VP16
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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nos-gal4:VP16
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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Df(2L)BSC323
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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zucEY11457
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
-
aubQC42
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
-
aubHN2
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
-
armi72.1
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
-
armi1
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
-
C(1)RM/C(X:Y)y1f1w1
DOI: 10.1038/s41556-023-01227-4
Resource: SCR_006457
Curator: @anisehay
SciCrunch record: RRID:SCR_006457
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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UAS-PGRP-LCa
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UAS-PGRP-LCx
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UAS-Rel.68
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GS106-GAL4
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w1118
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-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
Bloomington Drosophila Stock Center
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-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_022170
Tags
Annotators
URL
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-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_008801
DOI: 10.3389/fimmu.2024.1440262
Resource: SCR_008801
Curator: @scibot
SciCrunch record: RRID:SCR_008801
Tags
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:AB_143165
Tags
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_014601
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_014601
Curator: @scibot
SciCrunch record: RRID:SCR_014601
-
RRID:SCR_001905
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_001905
Curator: @scibot
SciCrunch record: RRID:SCR_001905
-
RRID:SCR_015654
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_015654
Curator: @scibot
SciCrunch record: RRID:SCR_015654
-
RRID:SCR_001591
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_001591
Curator: @scibot
SciCrunch record: RRID:SCR_001591
-
RRID:SCR_007931
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_007931
Curator: @scibot
SciCrunch record: RRID:SCR_007931
-
RRID:SCR_010910
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_010910
Curator: @scibot
SciCrunch record: RRID:SCR_010910
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RRID:SCR_002105
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_002105
Curator: @scibot
SciCrunch record: RRID:SCR_002105
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RRID:SCR_004463
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_004463
Curator: @scibot
SciCrunch record: RRID:SCR_004463
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RRID:SCR_022376
DOI: 10.1186/s12915-024-01953-7
Resource: SCR_022376
Curator: @scibot
SciCrunch record: RRID:SCR_022376
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RRID:AB_3097753
DOI: 10.1186/s12915-024-01953-7
Resource: (Abcam Cat# ab220822, RRID:AB_3097753)
Curator: @scibot
SciCrunch record: RRID:AB_3097753
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
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RRID:SCR_002798
-
RRID:SCR_003070
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_022556
Tags
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_017759
DOI: 10.1128/msphere.00450-24
Resource: Wisconsin-Madison University Biotechnology Center DNA Sequencing Core Facility (RRID:SCR_017759)
Curator: @scibot
SciCrunch record: RRID:SCR_017759
Tags
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
RRID:SCR_023673
DOI: 10.1128/msphere.00360-24
Resource: SCR_023673
Curator: @scibot
SciCrunch record: RRID:SCR_023673
Tags
Annotators
URL
-
-
www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
-
AB_2895004
DOI: 10.1210/endocr/bqad119
Resource: (Abcam Cat# ab136933, RRID:AB_2895004)
Curator: @scibot
SciCrunch record: RRID:AB_2895004
-
RRID:AB_2935793
DOI: 10.1210/endocr/bqad119
Resource: (Cayman Chemical Cat# 500370, RRID:AB_2935793)
Curator: @scibot
SciCrunch record: RRID:AB_2935793
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-
www.sciencedirect.com www.sciencedirect.com
-
AB_1240824
DOI: 10.1016/j.scr.2024.103506
Resource: AB_1240824
Curator: @scibot
SciCrunch record: RRID:AB_1240824
-
AB_1952557
DOI: 10.1016/j.scr.2024.103506
Resource: (GeneTex Cat# GTX100619, RRID:AB_1952557)
Curator: @scibot
SciCrunch record: RRID:AB_1952557
-
AB_2888491
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2888491
Curator: @scibot
SciCrunch record: RRID:AB_2888491
-
RRID:AB_162543
DOI: 10.1016/j.scr.2024.103506
Resource: (Molecular Probes Cat# A-31572, RRID:AB_162543)
Curator: @scibot
SciCrunch record: RRID:AB_162543
-
RRID:AB_2556542
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2556542
Curator: @scibot
SciCrunch record: RRID:AB_2556542
-
RRID:AB_2535792
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2535792
Curator: @scibot
SciCrunch record: RRID:AB_2535792
-
RRID:AB_2536180
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2536180
Curator: @scibot
SciCrunch record: RRID:AB_2536180
-
RRID:AB_846478
DOI: 10.1016/j.scr.2024.103506
Resource: (GeneTex Cat# GTX93470, RRID:AB_846478)
Curator: @scibot
SciCrunch record: RRID:AB_846478
-
RRID:AB_2223500
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2223500
Curator: @scibot
SciCrunch record: RRID:AB_2223500
-
RRID:AB_10704920
DOI: 10.1016/j.scr.2024.103506
Resource: AB_10704920
Curator: @scibot
SciCrunch record: RRID:AB_10704920
-
RRID:AB_10715580
DOI: 10.1016/j.scr.2024.103506
Resource: AB_10715580
Curator: @scibot
SciCrunch record: RRID:AB_10715580
-
RRID:AB_396871
DOI: 10.1016/j.scr.2024.103506
Resource: AB_396871
Curator: @scibot
SciCrunch record: RRID:AB_396871
-
RRID:AB_396091
DOI: 10.1016/j.scr.2024.103506
Resource: AB_396091
Curator: @scibot
SciCrunch record: RRID:AB_396091
-
RRID:AB_10894210
DOI: 10.1016/j.scr.2024.103506
Resource: AB_10894210
Curator: @scibot
SciCrunch record: RRID:AB_10894210
-
RRID:AB_1645318
DOI: 10.1016/j.scr.2024.103506
Resource: AB_1645318
Curator: @scibot
SciCrunch record: RRID:AB_1645318
-
RRID:AB_10895118
DOI: 10.1016/j.scr.2024.103506
Resource: (BD Biosciences Cat# 562195, RRID:AB_10895118)
Curator: @scibot
SciCrunch record: RRID:AB_10895118
-
RRID:AB_778563
DOI: 10.1016/j.scr.2024.103506
Resource: (Abcam Cat# ab16288, RRID:AB_778563)
Curator: @scibot
SciCrunch record: RRID:AB_778563
-
RRID:AB_778073
DOI: 10.1016/j.scr.2024.103506
Resource: (Abcam Cat# ab16287, RRID:AB_778073)
Curator: @scibot
SciCrunch record: RRID:AB_778073
-
RRID:AB_444714
DOI: 10.1016/j.scr.2024.103506
Resource: AB_444714
Curator: @scibot
SciCrunch record: RRID:AB_444714
-
RRID:AB_446437
DOI: 10.1016/j.scr.2024.103506
Resource: AB_446437
Curator: @scibot
SciCrunch record: RRID:AB_446437
-
RRID:AB_2341193
DOI: 10.1016/j.scr.2024.103506
Resource: AB_2341193
Curator: @scibot
SciCrunch record: RRID:AB_2341193
Tags
- RRID:AB_10895118
- RRID:AB_2341193
- RRID:AB_444714
- RRID:AB_162543
- RRID:AB_10704920
- RRID:AB_1240824
- RRID:AB_1645318
- RRID:AB_1952557
- RRID:AB_2888491
- RRID:AB_446437
- RRID:AB_10715580
- RRID:AB_396091
- RRID:AB_2535792
- RRID:AB_778073
- RRID:AB_2536180
- RRID:AB_396871
- RRID:AB_778563
- RRID:AB_2223500
- RRID:AB_2556542
- RRID:AB_846478
- RRID:AB_10894210
Annotators
URL
-
-
www.sciencedirect.com www.sciencedirect.com
-
RRID:AB_143165
DOI: 10.1016/j.scr.2024.103513
Resource: AB_143165
Curator: @scibot
SciCrunch record: RRID:AB_143165
-
RRID:AB_2534088
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2534088
Curator: @scibot
SciCrunch record: RRID:AB_2534088
-
RRID:AB_2896332
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2896332
Curator: @scibot
SciCrunch record: RRID:AB_2896332
-
RRID:AB_2535851
DOI: 10.1016/j.scr.2024.103513
Resource: (Thermo Fisher Scientific Cat# A-21430, RRID:AB_2535851)
Curator: @scibot
SciCrunch record: RRID:AB_2535851
-
RRID:AB_2535846
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2535846
Curator: @scibot
SciCrunch record: RRID:AB_2535846
-
RRID:AB_10854564
DOI: 10.1016/j.scr.2024.103513
Resource: (Thermo Fisher Scientific Cat# 14-5698-82, RRID:AB_10854564)
Curator: @scibot
SciCrunch record: RRID:AB_10854564
-
RRID:AB_10010994
DOI: 10.1016/j.scr.2024.103513
Resource: (Novus Cat# NBP1-47996, RRID:AB_10010994)
Curator: @scibot
SciCrunch record: RRID:AB_10010994
-
RRID:AB_2576440
DOI: 10.1016/j.scr.2024.103513
Resource: (Thermo Fisher Scientific Cat# 710730, RRID:AB_2576440)
Curator: @scibot
SciCrunch record: RRID:AB_2576440
-
RRID:AB_2800286
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2800286
Curator: @scibot
SciCrunch record: RRID:AB_2800286
-
RRID:AB_2799983
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2799983
Curator: @scibot
SciCrunch record: RRID:AB_2799983
-
RRID:AB_1904140
DOI: 10.1016/j.scr.2024.103513
Resource: AB_1904140
Curator: @scibot
SciCrunch record: RRID:AB_1904140
-
RRID:AB_2799037
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2799037
Curator: @scibot
SciCrunch record: RRID:AB_2799037
-
RRID:AB_3095810
DOI: 10.1016/j.scr.2024.103513
Resource: AB_3095810
Curator: @scibot
SciCrunch record: RRID:AB_3095810
-
RRID:AB_3095809
DOI: 10.1016/j.scr.2024.103513
Resource: AB_3095809
Curator: @scibot
SciCrunch record: RRID:AB_3095809
-
RRID:AB_3095807
DOI: 10.1016/j.scr.2024.103513
Resource: AB_3095807
Curator: @scibot
SciCrunch record: RRID:AB_3095807
-
RRID:AB_10828386
DOI: 10.1016/j.scr.2024.103513
Resource: AB_10828386
Curator: @scibot
SciCrunch record: RRID:AB_10828386
-
RRID:AB_3095806
DOI: 10.1016/j.scr.2024.103513
Resource: AB_3095806
Curator: @scibot
SciCrunch record: RRID:AB_3095806
-
RRID:AB_2533506
DOI: 10.1016/j.scr.2024.103513
Resource: AB_2533506
Curator: @scibot
SciCrunch record: RRID:AB_2533506
-
RRID:AB_10559205
DOI: 10.1016/j.scr.2024.103513
Resource: AB_10559205
Curator: @scibot
SciCrunch record: RRID:AB_10559205
-
RRID:AB_11219471
DOI: 10.1016/j.scr.2024.103513
Resource: AB_11219471
Curator: @scibot
SciCrunch record: RRID:AB_11219471
-
RRID:AB_823583
DOI: 10.1016/j.scr.2024.103513
Resource: AB_823583
Curator: @scibot
SciCrunch record: RRID:AB_823583
Tags
- RRID:AB_2534088
- RRID:AB_2799037
- RRID:AB_3095809
- RRID:AB_10559205
- RRID:AB_10010994
- RRID:AB_2576440
- RRID:AB_2896332
- RRID:AB_3095810
- RRID:AB_10854564
- RRID:AB_2799983
- RRID:AB_2533506
- RRID:AB_11219471
- RRID:AB_3095807
- RRID:AB_1904140
- RRID:AB_2535846
- RRID:AB_3095806
- RRID:AB_2800286
- RRID:AB_10828386
- RRID:AB_823583
- RRID:AB_2535851
- RRID:AB_143165
Annotators
URL
-
-
www.sciencedirect.com www.sciencedirect.com
-
RRID:AB_2534064
DOI: 10.1016/j.scr.2024.103509
Resource: (Thermo Fisher Scientific Cat# A-10684, RRID:AB_2534064)
Curator: @scibot
SciCrunch record: RRID:AB_2534064
-
RRID:AB_2535814
DOI: 10.1016/j.scr.2024.103509
Resource: (Thermo Fisher Scientific Cat# A-21246, RRID:AB_2535814)
Curator: @scibot
SciCrunch record: RRID:AB_2535814
-
RRID:AB_2195767
DOI: 10.1016/j.scr.2024.103509
Resource: (Cell Signaling Technology Cat# 3579, RRID:AB_2195767)
Curator: @scibot
SciCrunch record: RRID:AB_2195767
-
RRID:AB_2167691
DOI: 10.1016/j.scr.2024.103509
Resource: (Cell Signaling Technology Cat# 2840, RRID:AB_2167691)
Curator: @scibot
SciCrunch record: RRID:AB_2167691
-
RRID:AB_10559205
DOI: 10.1016/j.scr.2024.103509
Resource: AB_10559205
Curator: @scibot
SciCrunch record: RRID:AB_10559205
-
RRID:AB_2119060
DOI: 10.1016/j.scr.2024.103509
Resource: (Cell Signaling Technology Cat# 4745, RRID:AB_2119060)
Curator: @scibot
SciCrunch record: RRID:AB_2119060
-
RRID:AB_2119059
DOI: 10.1016/j.scr.2024.103509
Resource: AB_2119059
Curator: @scibot
SciCrunch record: RRID:AB_2119059
-
RRID:AB_1264259
DOI: 10.1016/j.scr.2024.103509
Resource: AB_1264259
Curator: @scibot
SciCrunch record: RRID:AB_1264259
-
-
www.sciencedirect.com www.sciencedirect.com
-
AB_2535764
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2535764
Curator: @scibot
SciCrunch record: RRID:AB_2535764
-
AB_2535811
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2535811
Curator: @scibot
SciCrunch record: RRID:AB_2535811
-
AB_2534102
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2534102
Curator: @scibot
SciCrunch record: RRID:AB_2534102
-
AB_141784
DOI: 10.1016/j.scr.2024.103518
Resource: (Molecular Probes Cat# A-21428, RRID:AB_141784)
Curator: @scibot
SciCrunch record: RRID:AB_141784
-
AB_2576439
DOI: 10.1016/j.scr.2024.103518
Resource: (Thermo Fisher Scientific Cat# 701698, RRID:AB_2576439)
Curator: @scibot
SciCrunch record: RRID:AB_2576439
-
AB_355060
DOI: 10.1016/j.scr.2024.103518
Resource: AB_355060
Curator: @scibot
SciCrunch record: RRID:AB_355060
-
AB_2533534
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2533534
Curator: @scibot
SciCrunch record: RRID:AB_2533534
-
AB_2157172
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2157172
Curator: @scibot
SciCrunch record: RRID:AB_2157172
-
AB_2552412
DOI: 10.1016/j.scr.2024.103518
Resource: AB_2552412
Curator: @scibot
SciCrunch record: RRID:AB_2552412
-
AB_2200235
DOI: 10.1016/j.scr.2024.103518
Resource: (R and D Systems Cat# AF2085, RRID:AB_2200235)
Curator: @scibot
SciCrunch record: RRID:AB_2200235
-
AB_10842165
DOI: 10.1016/j.scr.2024.103518
Resource: (Santa Cruz Biotechnology Cat# sc-365823, RRID:AB_10842165)
Curator: @scibot
SciCrunch record: RRID:AB_10842165
-
AB_1607719
DOI: 10.1016/j.scr.2024.103518
Resource: AB_1607719
Curator: @scibot
SciCrunch record: RRID:AB_1607719
-
AB_628051
DOI: 10.1016/j.scr.2024.103518
Resource: (Santa Cruz Biotechnology Cat# sc-5279, RRID:AB_628051)
Curator: @scibot
SciCrunch record: RRID:AB_628051
-
-
www.sciencedirect.com www.sciencedirect.com
-
RRID:SCR_019063
DOI: 10.1016/j.polymer.2024.127444
Resource: University of Massachusetts Amherst Mass Spectrometry Core Facility (RRID:SCR_019063)
Curator: @scibot
SciCrunch record: RRID:SCR_019063
-
-
www.sciencedirect.com www.sciencedirect.com
-
RRID:SCR_014579
DOI: 10.1016/j.heliyon.2024.e35198
Resource: SCR_014579
Curator: @scibot
SciCrunch record: RRID:SCR_014579
-
RRID:SCR_013672
DOI: 10.1016/j.heliyon.2024.e35198
Resource: SCR_013672
Curator: @scibot
SciCrunch record: RRID:SCR_013672
-
-
www.sciencedirect.com www.sciencedirect.com
-
RRID:SCR_023355
DOI: 10.1016/j.jchemneu.2024.102449
Resource: University of Arizona Imaging Cores Optical Core Facility (RRID:SCR_023355)
Curator: @scibot
SciCrunch record: RRID:SCR_023355
-
-
www.sciencedirect.com www.sciencedirect.com
-
JAX:003556
DOI: 10.1016/j.celrep.2024.114558
Resource: IMSR_JAX:003556
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:003556
-
AB_627663
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_627663
Curator: @scibot
SciCrunch record: RRID:AB_627663
-
AB_2879278
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_2879278
Curator: @scibot
SciCrunch record: RRID:AB_2879278
-
AB_1031062
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_1031062
Curator: @scibot
SciCrunch record: RRID:AB_1031062
-
AB_2099233
DOI: 10.1016/j.celrep.2024.114558
Resource: (Cell Signaling Technology Cat# 7074, RRID:AB_2099233)
Curator: @scibot
SciCrunch record: RRID:AB_2099233
-
AB_2737428
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_2737428
Curator: @scibot
SciCrunch record: RRID:AB_2737428
-
AB_3096176
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_3096176
Curator: @scibot
SciCrunch record: RRID:AB_3096176
-
AB_10950321
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_10950321
Curator: @scibot
SciCrunch record: RRID:AB_10950321
-
AB_2799034
DOI: 10.1016/j.celrep.2024.114558
Resource: (Cell Signaling Technology Cat# 33360, RRID:AB_2799034)
Curator: @scibot
SciCrunch record: RRID:AB_2799034
-
AB_11141240
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_11141240
Curator: @scibot
SciCrunch record: RRID:AB_11141240
-
AB_2728743
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_2728743
Curator: @scibot
SciCrunch record: RRID:AB_2728743
-
AB_2797776
DOI: 10.1016/j.celrep.2024.114558
Resource: (Cell Signaling Technology Cat# 11956, RRID:AB_2797776)
Curator: @scibot
SciCrunch record: RRID:AB_2797776
-
AB_313495
DOI: 10.1016/j.celrep.2024.114558
Resource: AB_313495
Curator: @scibot
SciCrunch record: RRID:AB_313495
-
AB_1134168
DOI: 10.1016/j.celrep.2024.114558
Resource: (BioLegend Cat# 110730, RRID:AB_1134168)
Curator: @scibot
SciCrunch record: RRID:AB_1134168
-
AB_492872
DOI: 10.1016/j.celrep.2024.114558
Resource: (BioLegend Cat# 109820, RRID:AB_492872)
Curator: @scibot
SciCrunch record: RRID:AB_492872
-
AB_313341
DOI: 10.1016/j.celrep.2024.114558
Resource: (BioLegend Cat# 108104, RRID:AB_313341)
Curator: @scibot
SciCrunch record: RRID:AB_313341
-