ABSTRACT
To overcome the ethical and technical limitations of in vivo human disease models, the broader scientific community frequently employs model organism-derived cell lines to investigate of disease mechanisms, pathways, and therapeutic strategies. Despite the widespread use of certain in vitro models, many still lack contemporary genomic analysis supporting their use as a proxy for the affected human cells and tissues. Consequently, it is imperative to determine how accurately and effectively any proposed biological surrogate may reflect the biological processes it is assumed to model. One such cellular surrogate of human disease is the established mouse neural precursor cell line, SN4741, which has been used to elucidate mechanisms of neurotoxicity in Parkinson disease for over 25 years. Here, we are using a combination of classic and contemporary genomic techniques – karyotyping, RT-qPCR, single cell RNA-seq, bulk RNA-seq, and ATAC-seq – to characterize the transcriptional landscape, chromatin landscape, and genomic architecture of this cell line, and evaluate its suitability as a proxy for midbrain dopaminergic neurons in the study of Parkinson disease. We find that SN4741 cells possess an unstable triploidy and consistently exhibits low expression of dopaminergic neuron markers across assays, even when the cell line is shifted to the non-permissive temperature that drives differentiation. The transcriptional signatures of SN4741 cells suggest that they are maintained in an undifferentiated state at the permissive temperature and differentiate into immature neurons at the non-permissive temperature; however, they may not be dopaminergic neuron precursors, as previously suggested. Additionally, the chromatin landscapes of SN4741 cells, in both the differentiated and undifferentiated states, are not concordant with the open chromatin profiles of ex vivo, mouse E15.5 forebrain- or midbrain-derived dopaminergic neurons. Overall, our data suggest that SN4741 cells may reflect early aspects of neuronal differentiation but are likely not a suitable a proxy for dopaminergic neurons as previously thought. The implications of this study extend broadly, illuminating the need for robust biological and genomic rationale underpinning the use of in vitro models of molecular processes.
Competing Interest Statement
The authors have declared no competing interest.
Footnotes
Electronic addresses: Rachel J. Boyd - rboyd25{at}jhmi.edu, Sarah A. McClymont - sarahmcclymont{at}gmail.com, Nelson B. Barrientos - nbarrie1{at}jhu.edu, Paul W. Hook - phook2{at}jhmi.edu, William D. Law - williamdlaw{at}gmail.com, Rebecca J. Rose – rrose10{at}jhmi.edu, Eric L. Waite – eric.waite{at}pennmedicine.upenn.edu, Dimitrios Avramopoulos - adimitr1{at}jhmi.edu, Andrew S. McCallion - andy{at}jhmi.edu
LIST OF ABBREVIATIONS
- ActB
- β-actin
- Aldh1a1
- Aldehyde Dehydrogenase 1 Family Member A1
- ATAC-seq
- Assay for Transposase-Accessible Chromatin using Sequencing
- BAM
- Binary Alignment and Map
- Cacna1b
- Calcium channel, voltage-dependent, N type, alpha 1B subunit
- Ccna2
- Cyclin A2
- Cdc6
- Cell division cycle 6
- Cdh13
- Cadherin 13
- CEAS
- Cis-Regulatory Element Annotation System
- Celf5
- CUGBP Elav-Like Family Member 5
- Cenpf
- Centromere protein F
- Cntn2
- Contactin 2
- CO2
- Carbon Dioxide
- CRE
- Cis Regulatory Element
- DA
- Dopaminergic
- DMEM
- Dulbecco’s Modified Eagle Medium
- Dpysl5
- Dihydropyrimidinase-like 5
- E13.5/15.5
- Embryonic Day 13.5/15.5
- ENCODE
- Encyclopedia of DNA Elements
- FB
- Forebrain
- FBS
- Fetal Bovine Serum
- FDR
- False Discovery Rate
- Foxa2
- Forkhead Box A2
- Gins1
- GINS complex subunit 1 (Psf1 homolog)
- GO
- Gene Ontology
- GRCF
- Genetics Core Research Facility
- GWAS
- Genome-Wide Association study
- Hdac11
- Histone deacetylase 11
- Hmga2
- High Mobility Group AT-Hook 2
- Id2
- Inhibitor Of DNA Binding 2
- IGV
- Integrative Genomics Viewer
- Il33
- Interleukin 33
- Irx3
- Iroquois Homeobox 3
- KEGG
- Kyoto Encyclopedia of Genes and Genomes
- LFC
- Log Fold-Change
- Lmx1b
- LIM Homeobox Transcription Factor 1 Beta
- MB
- Midbrain
- Mki67
- Marker of Proliferation Ki-67
- Nes
- Nestin
- Nova2
- NOVA alternative splicing regulator 2
- Nr4a2
- Nuclear Receptor Subfamily 4 Group A, Member 2
- Nrx1
- Neurexin 1
- Ntrk1
- Neurotrophic receptor tyrosine kinase 1
- OCR
- Open Chromatin Region
- Olig3
- Oligodendrocyte transcription factor 3
- PC(A)
- Principal Component (Analysis)
- pcHi-C
- Promoter-Capture Hi-C
- PD
- Parkinson Disease
- Pitx3
- Paired-like homeodomain 3
- Ptgds
- Prostaglandin D2 synthase
- (q)PCR
- (Quantitative) Polymerase Chain Reaction
- QC
- Quality Control
- RNA
- Ribonucleic Acid
- RPKM
- Reads per kilobase of exon per million reads mapped
- RT
- Reverse Transcriptase
- Scn1b
- Sodium Voltage-Gated Channel Beta Subunit 1
- scRNA-seq
- Single Cell RNA sequencing
- Slc6a3
- Solute Carrier Family 6 Member 3
- SN
- Substantia Nigra
- SNCA/Snca
- Alpha-synuclein
- SV40Tag
- Simian Virus 40 T antigen
- TH/Th
- Tyrosine Hydroxylase
- Tmem179
- Transmembrane protein 179
- ts
- Temperature-Sensitive
- TSS
- Transcriptional Start Site
- Unc13a
- Unc-13 homolog A
- vst
- Variance Stabilizing Transformation