宣政院
原(元)来,“宣”和“藏”是反义词!
宣政院
原(元)来,“宣”和“藏”是反义词!
黄巢
看到一个“巢”(坑),本能反应就是去“补平”
reconstructing the development environme
agent installs env, tools etc...
Sconversation,Srepo,Smachine,Scheckpoints)
why store the mahcine state? if the agent weights are constant? not sure.... conversation state, repo state still make sense.
und Mehrsprachigkeit wie Mehrwährung liegen in der Basis und stehen sch
mehrsprachigkeit sowie mehrwarhung.....please
im Kern die deutschsprachigen plus UPS, und Zollinhaltserklärungen entstehen für DHL-Sendungen.
i dont think its clear what the deutschsprachigen means? german distributors? dhl? hermes? post? no idea
eis lässt sich auf Lieferland, Währung, Kundenklasse und Verkaufskanal einschränken: Wer d
lieferland? would just use land
Das Handbuch listet 41 Währungen, und jeder Verkaufspreis lässt sich auf Lieferla
welches handbuch? dont write handbuch....start directly with 41 waehrungen etc. or similar
Zielland, ein Lager, das dort vorhält, und eine Rücksendung mit kurzem Weg. Fünf Dimensionen entscheiden über die Auslandsfähigkeit einer Software:
ein lager das vorhaelt, does not sound correct? ein lokals lager....
Steuerlich gilt bis 10.000 Euro EU-weitem Fernverkaufsumsatz der deutsche Satz, darüber der des Empfängerlandes.
need to mention umsatzsteuersatz, otherwise unclear
李自成
农民想要“自成”(自给自足),就必须得有“田”,还得“免粮”。
东汉
太阳出“东”方,大地重见“光”。
OpenPlato online course.
Add the link to the Open Plato course
FAIR Assessments and Metrics
To suppress: we won't produce this epoc.
Episode 4 - Producing research Data - Summary : correct "Let's see..."
A DMP reflects all the stages of your research data life cycle from data collection to sharing and archiving. Its drafting requires expertise and input from numerous data specialists and research managers: Project research manager leads DMP drafting, writing, implementation and updates; decisions about sharing and preservation; Data steward: advises on repositories, storage solutions, metadata standards, General Data Protection Regulation (GDPR), FAIR data; Research data librarian supports data documentation, metadata, repositories, supporting resources, DMP review; IT services: ensure storage availability, backup, security, software; Repository manager: handles repository requirements, metadata, licence, long-term preservation; Legal, ethics and tech transfer: covers data consent, anonymisation, retention period, intellectual property, license, patents, or commercial data use, regulations. While the core content of the DMP comes from the project manager, as early career researchers you may have to draft some sections of the DMP.
Same here: do not go into those details because they are presented in the ePoc about DMP.
Metadata standards
why this page about metadata in this chapter about DMP?
The CEI’s platform Ada used to initiate her project DMP offers the benefits of a Machine-Actionable DMP. It interacts with repositories, FAIR assessment tools and knowledge graphs which helps Ada improve the quality of information about her shared data.
Use a specific visual presentation when the content is about Ada so that we can differentiate general information and content linked to Ada's scenario.
The key sections of a DMP:
Maybe not useful to go into those details here as there is a specific epoc on the subject ? Maybe juste keep the title of the sections?
A great way to achieve this is to create tags for the ‘Do’, ‘Schedule’, and ‘Delegate’ categories.
Do: Important & Urgent;
Schedule: Important & un-Urgent;
Delegate: un-Imoprtant & Urgent.
And while CEOs pull away at the top, the first rung has been quietly climbing in the south:
it says it has been "climibing" - so that means it was lower in the years before? As in can we see a development? Also, it says "in the south" but then it mentions poland, Germany, France....
I guess there is historical data on this, as in how did this metric change ove rthe the last 10 years. Would this be interesting?
Base pay only, throughout: tax-free expense allowances and supplements, which are substantial in some countries (notably Poland, Romania and Belgium), are excluded everywhere in this chapter.
This is the same info as in the graph, right? I would get rid of it here and move it somewhere else (intro to disclaim it for all) and /or methodology.
Decomposition As Filtering
decompose task into smaller ones, and allocate then, ,
SAS
scaling agent systems.
Stronger models are better able to internally organize reasoning, reducing the need for explicit decomposition into multiple agents.
interesting, so they don't need agents. but if the agents are robots, this is needed, its a physical constraint.
ical observ
basically, central agent doing reasoning and planning > multi-agent,
however, master can assign tasks to several slaves, they can asynchronously perform them and return.
曲辕犁
:唐朝不仅美人讲究“曲线”,连最“精良”的农具也长出了“曲线”(曲辕犁)
RRID: CVCL_0063
DOI: 10.1186/s40246-026-00989-w
Resource: (RRID:CVCL_0063)
Curator: @evieth
SciCrunch record: RRID:CVCL_0063
RRID:CVCL_0030
DOI: 10.1186/s40246-026-00989-w
Resource: (TKG Cat# TKG 0331, RRID:CVCL_0030)
Curator: @scibot
SciCrunch record: RRID:CVCL_0030
RRID:SCR_008520
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: FlowJo (RRID:SCR_008520)
Curator: @evieth
SciCrunch record: RRID:SCR_008520
RRID:SCR_018655
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: BD LSRFortessa cell analyzer (RRID:SCR_018655)
Curator: @evieth
SciCrunch record: RRID:SCR_018655
JAX:023329
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (IMSR Cat# JAX_023329,RRID:IMSR_JAX:023329)
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:023329
RRID:SCR_028138
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: RRID:SCR_028138
Curator: @scibot
SciCrunch record: RRID:SCR_028138
RRID:SCR_017344
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Cell Ranger (RRID:SCR_017344)
Curator: @scibot
SciCrunch record: RRID:SCR_017344
RRID:SCR_022870
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: msigdbr (RRID:SCR_022870)
Curator: @scibot
SciCrunch record: RRID:SCR_022870
RRID:SCR_016387
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Illumina NovaSeq 6000 Sequencing System (RRID:SCR_016387)
Curator: @scibot
SciCrunch record: RRID:SCR_016387
RRID:SCR_025788
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: University of Michigan School of Medicine Advanced Genomics Core Facility (RRID:SCR_025788)
Curator: @scibot
SciCrunch record: RRID:SCR_025788
RRID:SCR_020938
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: fgsea (RRID:SCR_020938)
Curator: @scibot
SciCrunch record: RRID:SCR_020938
RRID:SCR_016341
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Seurat (RRID:SCR_016341)
Curator: @scibot
SciCrunch record: RRID:SCR_016341
RRID:SCR_001905
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: R Project for Statistical Computing (RRID:SCR_001905)
Curator: @scibot
SciCrunch record: RRID:SCR_001905
RRID:SCR_005012
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Gene Expression Omnibus (GEO) (RRID:SCR_005012)
Curator: @scibot
SciCrunch record: RRID:SCR_005012
RRID:SCR_002709
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: NCBI database of Genotypes and Phenotypes (RRID:SCR_002709)
Curator: @scibot
SciCrunch record: RRID:SCR_002709
RRID:SCR_002798
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: GraphPad Prism (RRID:SCR_002798)
Curator: @scibot
SciCrunch record: RRID:SCR_002798
RRID:SCR_014043
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Cytobank (RRID:SCR_014043)
Curator: @scibot
SciCrunch record: RRID:SCR_014043
RRID:SCR_012360
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: University of Rochester Medical Center Flow Cytometry Core Facility (RRID:SCR_012360)
Curator: @scibot
SciCrunch record: RRID:SCR_012360
RRID:AB_312866
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BioLegend Cat# 102101, RRID:AB_312866)
Curator: @scibot
SciCrunch record: RRID:AB_312866
RRID:SCR_019916
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Fluidigm CyTOF Helios Mass Cytometer (RRID:SCR_019916)
Curator: @scibot
SciCrunch record: RRID:SCR_019916
RRID:SCR_008520
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: FlowJo (RRID:SCR_008520)
Curator: @scibot
SciCrunch record: RRID:SCR_008520
RRID:AB_312658
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BioLegend Cat# 100201, RRID:AB_312658)
Curator: @scibot
SciCrunch record: RRID:AB_312658
RRID:SCR_019826
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Cytek Aurora Spectral Analyzer (RRID:SCR_019826)
Curator: @scibot
SciCrunch record: RRID:SCR_019826
RRID:AB_2869624
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BD Biosciences Cat# 564907, RRID:AB_2869624)
Curator: @scibot
SciCrunch record: RRID:AB_2869624
RRID:SCR_018655
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: BD LSRFortessa cell analyzer (RRID:SCR_018655)
Curator: @scibot
SciCrunch record: RRID:SCR_018655
RRID:AB_11147170
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BioLegend Cat# 102116, RRID:AB_11147170)
Curator: @scibot
SciCrunch record: RRID:AB_11147170
RRID:AB_11149115
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BioLegend Cat# 100340, RRID:AB_11149115)
Curator: @scibot
SciCrunch record: RRID:AB_11149115
RRID:IMSR_JAX:000664
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: RRID:IMSR_JAX:000664
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:000664
RRID:AB_10950309
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0204, RRID:AB_10950309)
Curator: @scibot
SciCrunch record: RRID:AB_10950309
RRID:SCR_014551
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Olympus cellSens Software (RRID:SCR_014551)
Curator: @scibot
SciCrunch record: RRID:SCR_014551
RRID:AB_1107780
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0090, RRID:AB_1107780)
Curator: @scibot
SciCrunch record: RRID:AB_1107780
RRID:AB_1107636
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0003-1, RRID:AB_1107636)
Curator: @scibot
SciCrunch record: RRID:AB_1107636
RRID:AB_10949073
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0101, RRID:AB_10949073)
Curator: @scibot
SciCrunch record: RRID:AB_10949073
RRID:AB_1125541
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0061, RRID:AB_1125541)
Curator: @scibot
SciCrunch record: RRID:AB_1125541
RRID:AB_1107769
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0089, RRID:AB_1107769)
Curator: @scibot
SciCrunch record: RRID:AB_1107769
RRID:AB_1107721
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0075-1, RRID:AB_1107721)
Curator: @scibot
SciCrunch record: RRID:AB_1107721
RRID:IMSR_JAX:008652
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: RRID:IMSR_JAX:008652
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:008652
RRID:AB_1107775
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (Bio X Cell Cat# BE0088, RRID:AB_1107775)
Curator: @scibot
SciCrunch record: RRID:AB_1107775
RRID:IMSR_JAX:008179
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (IMSR Cat# JAX_008179,RRID:IMSR_JAX:008179)
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:008179
RRID:AB_312801
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: (BioLegend Cat# 101302, RRID:AB_312801)
Curator: @scibot
SciCrunch record: RRID:AB_312801
RRID:SCR_002285
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Fiji (RRID:SCR_002285)
Curator: @scibot
SciCrunch record: RRID:SCR_002285
RRID:SCR_024663
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: Leica STELLARIS 5 microscope (RRID:SCR_024663)
Curator: @scibot
SciCrunch record: RRID:SCR_024663
RRID:IMSR_JAX:032932
DOI: 10.1158/2326-6066.CIR-25-1300
Resource: RRID:IMSR_JAX:032932
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:032932
RRID: AB_2878683
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_2878683
Curator: @evieth
SciCrunch record: RRID:AB_2878683
RRID: SCR_017655
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Cancer Dependency Map Portal (RRID:SCR_017655)
Curator: @evieth
SciCrunch record: RRID:SCR_017655
RRID: CVCL_0395
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (DSMZ Cat# ACC-256, RRID:CVCL_0395)
Curator: @evieth
SciCrunch record: RRID:CVCL_0395
RRID: AB_2609095
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_2609095
Curator: @evieth
SciCrunch record: RRID:AB_2609095
RRID: AB_2924439
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Aves Labs Cat# BCAT-0100, RRID:AB_2924439)
Curator: @evieth
SciCrunch record: RRID:AB_2924439
RRID: AB_626780
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Santa Cruz Biotechnology Cat# sc-8426, RRID:AB_626780)
Curator: @evieth
SciCrunch record: RRID:AB_626780
RRID: AB_2924438
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Aves Labs Cat# OLIG2-0100, RRID:AB_2924438)
Curator: @evieth
SciCrunch record: RRID:AB_2924438
RRID: AB_10611364
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_10611364
Curator: @evieth
SciCrunch record: RRID:AB_10611364
RRID: CVCL_1577
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (IZSLER Cat# BS TCL 218, RRID:CVCL_1577)
Curator: @evieth
SciCrunch record: RRID:CVCL_1577
RRID: CVCL_1045
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (ECACC Cat# 05092802, RRID:CVCL_1045)
Curator: @evieth
SciCrunch record: RRID:CVCL_1045
RRID: SCR_004463
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: rna-star (RRID:SCR_004463)
Curator: @evieth
SciCrunch record: RRID:SCR_004463
RRID: CVCL_2235
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (ATCC Cat# CRL-2876, RRID:CVCL_2235)
Curator: @evieth
SciCrunch record: RRID:CVCL_2235
RRID:SCR_001905
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: R Project for Statistical Computing (RRID:SCR_001905)
Curator: @scibot
SciCrunch record: RRID:SCR_001905
RRID:SCR_007322
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: SEURAT (RRID:SCR_007322)
Curator: @scibot
SciCrunch record: RRID:SCR_007322
RRID:SCR_010943
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: LIMMA (RRID:SCR_010943)
Curator: @scibot
SciCrunch record: RRID:SCR_010943
RRID:SCR_002798
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: GraphPad Prism (RRID:SCR_002798)
Curator: @scibot
SciCrunch record: RRID:SCR_002798
RRID:SCR_015687
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: DESeq2 (RRID:SCR_015687)
Curator: @scibot
SciCrunch record: RRID:SCR_015687
RRID:SCR_018217
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Umap (RRID:SCR_018217)
Curator: @scibot
SciCrunch record: RRID:SCR_018217
RRID:SCR_002344
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Ensembl (RRID:SCR_002344)
Curator: @scibot
SciCrunch record: RRID:SCR_002344
RRID:SCR_022206
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Harmony (RRID:SCR_022206)
Curator: @scibot
SciCrunch record: RRID:SCR_022206
RRID:SCR_021058
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: GSVA (RRID:SCR_021058)
Curator: @scibot
SciCrunch record: RRID:SCR_021058
RRID:SCR_022146
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: sctransform (RRID:SCR_022146)
Curator: @scibot
SciCrunch record: RRID:SCR_022146
RRID:SCR_016431
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: FCS Express (RRID:SCR_016431)
Curator: @scibot
SciCrunch record: RRID:SCR_016431
RRID:SCR_003070
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: ImageJ (RRID:SCR_003070)
Curator: @scibot
SciCrunch record: RRID:SCR_003070
RRID:AB_306371
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Abcam Cat# ab8226, RRID:AB_306371)
Curator: @scibot
SciCrunch record: RRID:AB_306371
RRID:AB_2572779
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_2572779
Curator: @scibot
SciCrunch record: RRID:AB_2572779
RRID:AB_10859439
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_10683191
Curator: @scibot
SciCrunch record: RRID:AB_10683191
RRID:CVCL_1579
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (CLS Cat# 300185/p530_NCI-H69, RRID:CVCL_1579)
Curator: @scibot
SciCrunch record: RRID:CVCL_1579
RRID:SCR_019937
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Gatan K3 Camera Transmission Electron Microscope (TEM) Imaging and Spectroscopy (RRID:SCR_019937)
Curator: @scibot
SciCrunch record: RRID:SCR_019937
RRID:AB_2687967
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (R and D Systems Cat# MAB7335, RRID:AB_2687967)
Curator: @scibot
SciCrunch record: RRID:AB_2687967
RRID:AB_2532313
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Thermo Fisher Scientific Cat# 700286, RRID:AB_2532313)
Curator: @scibot
SciCrunch record: RRID:AB_2532313
RRID:SCR_013836
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Cancer Cell Line Encyclopedia (RRID:SCR_013836)
Curator: @scibot
SciCrunch record: RRID:SCR_013836
RRID:SCR_008539
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: QIAGEN (RRID:SCR_008539)
Curator: @scibot
SciCrunch record: RRID:SCR_008539
RRID:SCR_005012
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Gene Expression Omnibus (GEO) (RRID:SCR_005012)
Curator: @scibot
SciCrunch record: RRID:SCR_005012
RRID:SCR_019033
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: Tecan Infinite M200 Pro (RRID:SCR_019033)
Curator: @scibot
SciCrunch record: RRID:SCR_019033
RRID:AB_2687655
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Cell Signaling Technology Cat# 13684, RRID:AB_2687655)
Curator: @scibot
SciCrunch record: RRID:AB_2687655
RRID:AB_2819037
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Abcam Cat# ab184674, RRID:AB_2819037)
Curator: @scibot
SciCrunch record: RRID:AB_2819037
RRID:AB_2750877
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Cell Signaling Technology Cat# 14058, RRID:AB_2750877)
Curator: @scibot
SciCrunch record: RRID:AB_2750877
RRID:CVCL_7U50
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:CVCL_7U50
Curator: @scibot
SciCrunch record: RRID:CVCL_7U50
RRID:CVCL_0035
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (ECACC Cat# 90112714, RRID:CVCL_0035)
Curator: @scibot
SciCrunch record: RRID:CVCL_0035
RRID:CVCL_0105
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (CLS Cat# 300168/p708_DU-145, RRID:CVCL_0105)
Curator: @scibot
SciCrunch record: RRID:CVCL_0105
RRID:AB_2924440
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: RRID:AB_2924440
Curator: @scibot
SciCrunch record: RRID:AB_2924440
RRID:AB_10611320
DOI: 10.1158/1078-0432.CCR-26-0642
Resource: (Santa Cruz Biotechnology Cat# sc-293072, RRID:AB_10611320)
Curator: @scibot
SciCrunch record: RRID:AB_10611320
SCR_014596
DOI: 10.1038/s42003-026-10212-0
Resource: 7500 Real-Time PCR Software (RRID:SCR_014596)
Curator: @sonofthor
SciCrunch record: RRID:SCR_014596
RRID:SCR_005619
DOI: 10.3389/fonc.2026.1892760
Resource: 3D Slicer (RRID:SCR_005619)
Curator: @scibot
SciCrunch record: RRID:SCR_005619
RRID:IMSR_JAX:001976
DOI: 10.3389/fimmu.2026.1779014
Resource: RRID:IMSR_JAX:001976
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:001976
RRID:SCR_002438
DOI: 10.1523/JNEUROSCI.2313-25.2026
Resource: Mindboggle (RRID:SCR_002438)
Curator: @scibot
SciCrunch record: RRID:SCR_002438
RRID:SCR_001847
DOI: 10.1523/JNEUROSCI.2313-25.2026
Resource: FreeSurfer (RRID:SCR_001847)
Curator: @scibot
SciCrunch record: RRID:SCR_001847
RRID:SCR_002823
DOI: 10.1523/JNEUROSCI.2313-25.2026
Resource: FSL (RRID:SCR_002823)
Curator: @scibot
SciCrunch record: RRID:SCR_002823
RRID:AB_2750576
DOI: 10.1242/jcs.264894
Resource: (Sigma-Aldrich Cat# SAB4301138, RRID:AB_2750576)
Curator: @scibot
SciCrunch record: RRID:AB_2750576
Addgene_109421
DOI: 10.1242/jcs.264894
Resource: RRID:Addgene_109421
Curator: @scibot
SciCrunch record: RRID:Addgene_109421
RRID:AB_444306
DOI: 10.1242/jcs.264894
Resource: (Abcam Cat# ab18184, RRID:AB_444306)
Curator: @scibot
SciCrunch record: RRID:AB_444306
RRID:AB_2314622
DOI: 10.1242/jcs.264894
Resource: (Roche Cat# 3F10, RRID:AB_2314622)
Curator: @scibot
SciCrunch record: RRID:AB_2314622
RRID:AB_793541
DOI: 10.1242/jcs.264894
Resource: (Santa Cruz Biotechnology Cat# sc-53029, RRID:AB_793541)
Curator: @scibot
SciCrunch record: RRID:AB_793541
RRID:AB_259529
DOI: 10.1242/jcs.264894
Resource: (Sigma-Aldrich Cat# F3165, RRID:AB_259529)
Curator: @scibot
SciCrunch record: RRID:AB_259529
RRID:AB_1079189
DOI: 10.1242/jcs.264894
Resource: (Sigma-Aldrich Cat# HPA005684, RRID:AB_1079189)
Curator: @scibot
SciCrunch record: RRID:AB_1079189
RRID:AB_1859055
DOI: 10.1242/jcs.264894
Resource: (Sigma-Aldrich Cat# HPA014909, RRID:AB_1859055)
Curator: @scibot
SciCrunch record: RRID:AB_1859055
RRID:AB_2687407
DOI: 10.1242/jcs.264894
Resource: (Roche Cat# ROAHAHA, RRID:AB_2687407)
Curator: @scibot
SciCrunch record: RRID:AB_2687407
RRID:AB_323104
DOI: 10.1242/jcs.264894
Resource: (Bio-Rad Cat# AHP500G, RRID:AB_323104)
Curator: @scibot
SciCrunch record: RRID:AB_323104
RRID:AB_1270588
DOI: 10.1242/jcs.264894
Resource: RRID:AB_1270588
Curator: @scibot
SciCrunch record: RRID:AB_1270588
RRID:AB_477010
DOI: 10.1186/s40478-026-02240-y
Resource: (Sigma-Aldrich Cat# G3893, RRID:AB_477010)
Curator: @scibot
SciCrunch record: RRID:AB_477010
RRID:AB_2572311
DOI: 10.1186/s40478-026-02240-y
Resource: (EnCor Biotechnology Cat# MCA-5C10, RRID:AB_2572311)
Curator: @scibot
SciCrunch record: RRID:AB_2572311
RRID:AB_3678889
DOI: 10.1186/s40478-026-02240-y
Resource: RRID:AB_3678889
Curator: @scibot
SciCrunch record: RRID:AB_3678889
RRID:AB_2109953
DOI: 10.1186/s40478-026-02240-y
Resource: (EnCor Biotechnology Cat# CPCA-GFAP, RRID:AB_2109953)
Curator: @scibot
SciCrunch record: RRID:AB_2109953
RRID:AB_2050678
DOI: 10.1186/s40478-026-02240-y
Resource: (Enzo Life Sciences Cat# BML-FG6090-0100, RRID:AB_2050678)
Curator: @scibot
SciCrunch record: RRID:AB_2050678
RRID:AB_3678888
DOI: 10.1186/s40478-026-02240-y
Resource: RRID:AB_3678888
Curator: @scibot
SciCrunch record: RRID:AB_3678888
RRID:AB_3711244
DOI: 10.1186/s40478-026-02240-y
Resource: RRID:AB_3711244
Curator: @scibot
SciCrunch record: RRID:AB_3711244
RRID:AB_10013382
DOI: 10.1186/s40478-026-02240-y
Resource: (Agilent Cat# Z0334, RRID:AB_10013382)
Curator: @scibot
SciCrunch record: RRID:AB_10013382
RRID:SCR_005012
DOI: 10.1172/JCI200438
Resource: Gene Expression Omnibus (GEO) (RRID:SCR_005012)
Curator: @scibot
SciCrunch record: RRID:SCR_005012
RRID:SCR_022612
DOI: 10.1172/JCI200438
Resource: Fred Hutchinson Cancer Center Experimental Histopathology Core Facility (RRID:SCR_022612)
Curator: @scibot
SciCrunch record: RRID:SCR_022612
RRID:SCR_015656
DOI: 10.1172/JCI200438
Resource: R package: lmerTest (RRID:SCR_015656)
Curator: @scibot
SciCrunch record: RRID:SCR_015656
RRID:SCR_022606
DOI: 10.1172/JCI200438
Resource: Fred Hutchinson Cancer Center Genomics and Bioinformatics Core Facility (RRID:SCR_022606)
Curator: @scibot
SciCrunch record: RRID:SCR_022606
RRID:SCR_001905
DOI: 10.1172/JCI200438
Resource: R Project for Statistical Computing (RRID:SCR_001905)
Curator: @scibot
SciCrunch record: RRID:SCR_001905
RRID:AB_2811171
DOI: 10.1172/JCI200438
Resource: (Roche Cat# 760-4815, RRID:AB_2811171)
Curator: @scibot
SciCrunch record: RRID:AB_2811171
RRID:BCBC_4142
DOI: 10.1172/JCI200438
Resource: RRID:BCBC_4142
Curator: @scibot
SciCrunch record: RRID:BCBC_4142
RRID:AB_2614925
DOI: 10.1172/JCI200438
Resource: (Abcam Cat# ab46540, RRID:AB_2614925)
Curator: @scibot
SciCrunch record: RRID:AB_2614925
RRID:SCR_008520
DOI: 10.1172/JCI200438
Resource: FlowJo (RRID:SCR_008520)
Curator: @scibot
SciCrunch record: RRID:SCR_008520
RRID:AB_2070042
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 9664, RRID:AB_2070042)
Curator: @scibot
SciCrunch record: RRID:AB_2070042
RRID:AB_2565785
DOI: 10.1172/JCI200438
Resource: (BioLegend Cat# 410707, RRID:AB_2565785)
Curator: @scibot
SciCrunch record: RRID:AB_2565785
RRID:AB_2864403
DOI: 10.1172/JCI200438
Resource: Nolan lab - Stanford Cat# 453M, RRID:AB_2864403
Curator: @scibot
SciCrunch record: RRID:AB_2864403
RRID:SCR_021240
DOI: 10.1172/JCI200438
Resource: rstatix (RRID:SCR_021240)
Curator: @scibot
SciCrunch record: RRID:SCR_021240
RRID:SCR_004463
DOI: 10.1172/JCI200438
Resource: rna-star (RRID:SCR_004463)
Curator: @scibot
SciCrunch record: RRID:SCR_004463
RRID:AB_2106450
DOI: 10.1172/JCI200438
Resource: Agilent Cat# M3620, RRID:AB_2106450
Curator: @scibot
SciCrunch record: RRID:AB_2106450
RRID:AB_1307590
DOI: 10.1172/JCI200438
Resource: (myNeuroLab.com Cat# PV6119, RRID:AB_1307590)
Curator: @scibot
SciCrunch record: RRID:AB_1307590
RRID:AB_2341188
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 9661, RRID:AB_2341188)
Curator: @scibot
SciCrunch record: RRID:AB_2341188
RRID:AB_2617137
DOI: 10.1172/JCI200438
Resource: (Agilent Cat# P0447, RRID:AB_2617137)
Curator: @scibot
SciCrunch record: RRID:AB_2617137
RRID:AB_627678
DOI: 10.1172/JCI200438
Resource: (Santa Cruz Biotechnology Cat# sc-47724, RRID:AB_627678)
Curator: @scibot
SciCrunch record: RRID:AB_627678
RRID:AB_2532215
DOI: 10.1172/JCI200438
Resource: (Thermo Fisher Scientific Cat# 436400, RRID:AB_2532215)
Curator: @scibot
SciCrunch record: RRID:AB_2532215
RRID:AB_2800128
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 88677, RRID:AB_2800128)
Curator: @scibot
SciCrunch record: RRID:AB_2800128
RRID:Addgene_98293
DOI: 10.1172/JCI200438
Resource: RRID:Addgene_98293
Curator: @scibot
SciCrunch record: RRID:Addgene_98293
RRID:AB_2722740
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 94296, RRID:AB_2722740)
Curator: @scibot
SciCrunch record: RRID:AB_2722740
RRID:AB_626736
DOI: 10.1172/JCI200438
Resource: (Santa Cruz Biotechnology Cat# sc-7382, RRID:AB_626736)
Curator: @scibot
SciCrunch record: RRID:AB_626736
RRID:AB_2228008
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 2764, RRID:AB_2228008)
Curator: @scibot
SciCrunch record: RRID:AB_2228008
RRID:AB_628082
DOI: 10.1172/JCI200438
Resource: (Santa Cruz Biotechnology Cat# sc-126, RRID:AB_628082)
Curator: @scibot
SciCrunch record: RRID:AB_628082
RRID:AB_395259
DOI: 10.1172/JCI200438
Resource: (BD Biosciences Cat# 554136, RRID:AB_395259)
Curator: @scibot
SciCrunch record: RRID:AB_395259
RRID:AB_10691557
DOI: 10.1172/JCI200438
Resource: (Cell Signaling Technology Cat# 2724, RRID:AB_10691557)
Curator: @scibot
SciCrunch record: RRID:AB_10691557
RRID:CVCL_0395
DOI: 10.1172/JCI200438
Resource: (DSMZ Cat# ACC-256, RRID:CVCL_0395)
Curator: @scibot
SciCrunch record: RRID:CVCL_0395
RRID:CVCL_D603
DOI: 10.1172/JCI200438
Resource: (ATCC Cat# PTA-5080, RRID:CVCL_D603)
Curator: @scibot
SciCrunch record: RRID:CVCL_D603
RRID:CVCL_0063
DOI: 10.1172/JCI200438
Resource: (RRID:CVCL_0063)
Curator: @scibot
SciCrunch record: RRID:CVCL_0063
RRID:AB_11156085
DOI: 10.1172/JCI200438
Resource: (Abcam Cat# ab133273, RRID:AB_11156085)
Curator: @scibot
SciCrunch record: RRID:AB_11156085
RRID:IMSR_JAX:026801
DOI: 10.1172/JCI193035
Resource: (IMSR Cat# JAX_026801,RRID:IMSR_JAX:026801)
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:026801
RRID:IMSR_JAX:019549
DOI: 10.1172/JCI193035
Resource: RRID:IMSR_JAX:019549
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:019549
RRID:IMSR_JAX:007576
DOI: 10.1172/JCI193035
Resource: (IMSR Cat# JAX_007576,RRID:IMSR_JAX:007576)
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:007576
RRID:SCR_014387
DOI: 10.1172/JCI193035
Resource: Integrated Islet Distribution Program (IIDP) (RRID:SCR_014387)
Curator: @scibot
SciCrunch record: RRID:SCR_014387
RRID:IMSR_JAX:003548
DOI: 10.1172/JCI193035
Resource: (IMSR Cat# JAX_003548,RRID:IMSR_JAX:003548)
Curator: @scibot
SciCrunch record: RRID:IMSR_JAX:003548
SCR_022931
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: CompuSyn (RRID:SCR_022931)
Curator: @scibot
SciCrunch record: RRID:SCR_022931
RRID:SCR_002798
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: GraphPad Prism (RRID:SCR_002798)
Curator: @scibot
SciCrunch record: RRID:SCR_002798
RRID:SCR_018938
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: UCSC Xena (RRID:SCR_018938)
Curator: @scibot
SciCrunch record: RRID:SCR_018938
RRID:SCR_025286
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: floreada.io (RRID:SCR_025286)
Curator: @scibot
SciCrunch record: RRID:SCR_025286
RRID:AB_2118010
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Cell Signaling Technology Cat# 2577, RRID:AB_2118010)
Curator: @scibot
SciCrunch record: RRID:AB_2118010
RRID:AB_3678660
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Abcam Cat# ab211529, RRID:AB_3678660)
Curator: @scibot
SciCrunch record: RRID:AB_3678660
RRID:SCR_019627
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: Beckman Coulter CytoFLEX Flow Cytometer (RRID:SCR_019627)
Curator: @scibot
SciCrunch record: RRID:SCR_019627
RRID:SCR_019037
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: Bio Rad ChemiDoc MP Imaging System (RRID:SCR_019037)
Curator: @scibot
SciCrunch record: RRID:SCR_019037
RRID:AB_2879941
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: RRID:AB_2879941
Curator: @scibot
SciCrunch record: RRID:AB_2879941
RRID:AB_2104785
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: RRID:AB_2104785
Curator: @scibot
SciCrunch record: RRID:AB_2104785
RRID:AB_2819160
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Abcam Cat# ab205718, RRID:AB_2819160)
Curator: @scibot
SciCrunch record: RRID:AB_2819160
RRID:AB_302995
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Abcam Cat# ab2346, RRID:AB_302995)
Curator: @scibot
SciCrunch record: RRID:AB_302995
RRID:AB_2755049
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Abcam Cat# ab205719, RRID:AB_2755049)
Curator: @scibot
SciCrunch record: RRID:AB_2755049
RRID:SCR_023156
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: BioRad Trans Blot Turbo system (RRID:SCR_023156)
Curator: @scibot
SciCrunch record: RRID:SCR_023156
RRID:AB_3065024
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Abcam Cat# ab205723, RRID:AB_3065024)
Curator: @scibot
SciCrunch record: RRID:AB_3065024
RRID:AB_626632
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Santa Cruz Biotechnology Cat# sc-47778, RRID:AB_626632)
Curator: @scibot
SciCrunch record: RRID:AB_626632
RRID:SCR_003070
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: ImageJ (RRID:SCR_003070)
Curator: @scibot
SciCrunch record: RRID:SCR_003070
RRID:SCR_026523
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: ECHO Revolve Microscope (RRID:SCR_026523)
Curator: @scibot
SciCrunch record: RRID:SCR_026523
RRID:AB_2716249
DOI: 10.1158/2767-9764.CRC-26-0275
Resource: (Cell Signaling Technology Cat# 8889, RRID:AB_2716249)
Curator: @scibot
SciCrunch record: RRID:AB_2716249
RRID:CVCL_0598
DOI: 10.1158/2159-8290.CD-25-0231
Resource: (ATCC Cat# CRL-10317, RRID:CVCL_0598)
Curator: @scibot
SciCrunch record: RRID:CVCL_0598
RRID:SCR_016387
DOI: 10.1158/2159-8290.CD-25-0231
Resource: Illumina NovaSeq 6000 Sequencing System (RRID:SCR_016387)
Curator: @scibot
SciCrunch record: RRID:SCR_016387
RRID:SCR_010296
DOI: 10.1158/1078-0432.CCR-26-0144
Resource: Common Terminology Criteria for Adverse Events (RRID:SCR_010296)
Curator: @scibot
SciCrunch record: RRID:SCR_010296
RRID:SCR_026435
DOI: 10.1158/1078-0432.CCR-26-0144
Resource: Response Evaluation Criteria in Solid Tumors (RRID:SCR_026435)
Curator: @scibot
SciCrunch record: RRID:SCR_026435
RRID:SCR_013652
DOI: 10.1158/1078-0432.CCR-26-0144
Resource: Ventana Medical Systems inc. (RRID:SCR_013652)
Curator: @scibot
SciCrunch record: RRID:SCR_013652
RRID:AB_2811182
DOI: 10.1158/1078-0432.CCR-26-0144
Resource: (Abcam Cat# ab214488, RRID:AB_2811182)
Curator: @scibot
SciCrunch record: RRID:AB_2811182