Asynchronous excitatory neuron development in an isogenic cortical spheroid model of Down syndrome
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Abstract
The intellectual disability (ID) in Down syndrome (DS) is thought to result from a variety of developmental deficits such as alterations in neural progenitor division, neurogenesis, gliogenesis, cortical architecture, and reduced cortical volume. However, the molecular processes underlying these neurodevelopmental changes are still elusive, preventing an understanding of the mechanistic basis of ID in DS. In this study, we used a pair of isogenic (trisomic and euploid) induced pluripotent stem cell (iPSC) lines to generate cortical spheroids (CS) that model the impact of trisomy 21 on brain development. Cortical spheroids contain neurons, astrocytes, and oligodendrocytes and they are widely used to approximate early neurodevelopment. Using single cell RNA sequencing (scRNA-seq), we uncovered cell type-specific transcriptomic changes in the trisomic CS. In particular, we found that excitatory neuron populations were most affected and that a specific population of cells with a transcriptomic profile resembling layer IV cortical neurons displayed the most profound divergence in developmental trajectory between trisomic and euploid genotypes. We also identified candidate genes potentially driving the developmental asynchrony between trisomic and euploid excitatory neurons. Direct comparison between the current isogenic CS scRNA-seq data and previously published datasets revealed several recurring differentially expressed genes between DS and control samples. Altogether, our study highlights the power and importance of cell type-specific analyses within a defined genetic background, coupled with broader examination of mixed samples, to comprehensively evaluate cellular phenotypes in the context of DS.
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Results from induced pluripotent stem cell studies of neurogenesis are discordant: the generation of neurons from induced pluripotent stem cells has been reported in some studies to be impaired and in others not to be impaired, which may be explained by technical differences in the cell lines and protocols used.
“However, results from these studies are discordant: the generation of neurons from iPSCs has been reported in some studies to be impaired74,77–79 and in others not to be impaired75,80,81, which may be explained by technical differences in the cell lines and protocols used (see Box 1).”
From Consequences of trisomy 21 for brain development in Down syndrome (2024) · cites this paper as [74]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredAnalyses of neural progenitor cells arising from trisomy 21 induced pluripotent stem cells have provided conflicting data, with some suggesting that apoptosis is increased and others seeing no effect.
“Analyses of NPCs arising from T21 iPSCs have provided conflicting data, with some suggesting that apoptosis is increased74,79,95 and others seeing no effect75,77,81,96.”
From Consequences of trisomy 21 for brain development in Down syndrome (2024) · cites this paper as [74]
The Results section, “Trisomic cortical spheroids display a reduced cortical volume” (page unavailable), reports increased apoptosis-marker staining in trisomic versus euploid spheroids at days 90 and 130, but no significant difference at day 30. The spheroids were derived from iPSCs and contained neural progenitors alongside other cell types; the apoptosis measurement was not specific to progenitor cells, so the NPC-specific wording is not fully supported. (LLM, conf=0.84)
Experimental — accuracy not yet measuredGenome-wide dysregulation of gene expression in neurons likely leads to over-expression and/or under-expression of key genes that regulate synaptogenesis.
“Genome-wide dysregulation of gene expression (Box 3) in neurons likely leads to over-expression and/or under-expression of key genes that regulate synaptogenesis, but specific candidates have yet to be identified74,77,81,143.”
From Consequences of trisomy 21 for brain development in Down syndrome (2024) · cites this paper as [74]
The Results report up- and down-regulated genes in excitatory neurons, and the Discussion identifies BCL11B—a gene important for synapse formation—as less associated with trisomic ExN4 cells. This supports a possible link between neuronal gene dysregulation and synaptic development, but the paper does not establish that genome-wide dysregulation causes altered expression of synaptogenesis-regulating genes. (LLM, conf=0.82)
Experimental — accuracy not yet measuredT21 impacts gene expression across the genome.
“However, unbiased analyses using omics technology have recently revealed that T21 impacts gene expression across the genome39,74,143,156–159.”
From Consequences of trisomy 21 for brain development in Down syndrome (2024) · cites this paper as [74]
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References 128 · Cited by 24
Research works printed but not linked: 107
- Ábrahám H. Vincze A. Veszprémi B. Kravják A. Gömöri É Kovács G. G. (2012). Impaired myelination of the human hippocampal formation in Down syndrome. Int. J. Dev. Neurosci. 30 147– 158. 10.1016/J.IJDEVNEU.2011.11.005 22155002 · DOI · Paper page
- Adams R. H. Betz H. Püschel A. W. (1996). A novel class of murine semaphorins with homology to thrombospondin is differentially expressed during early embryogenesis. Mech. Dev. 57 33– 45. 10.1016/0925-4773(96)00525-4 8817451 · DOI
- Agoglia R. M. Sun D. Birey F. Yoon S. J. Miura Y. Sabatini K. (2021). Primate cell fusion disentangles gene regulatory divergence in neurodevelopment. Nature 592 421– 427. 10.1038/S41586-021-03343-3 33731928 PMC8719633 · DOI
- Ahn E. Y. DeKelver R. C. Lo M. C. Nguyen T. A. Matsuura S. Boyapati A. (2011). SON controls cell-cycle progression by coordinated regulation of RNA splicing. Mol. Cell 42 185– 198. 10.1016/J.MOLCEL.2011.03.014 21504830 PMC3137374 · DOI
- Ainsworth R. I. Ai R. Ding B. Li N. Zhang K. Wang W. (2018). Bayesian Networks Predict Neuronal Transdifferentiation. G3 8 2501– 2511. 10.1534/G3.118.200401 29848620 PMC6027867 · DOI
- Angerer P. Haghverdi L. Büttner M. Theis F. J. Marr C. Buettner F. (2016). destiny: Diffusion maps for large-scale single-cell data in R. Bioinformatics 32 1241– 1243. 10.1093/BIOINFORMATICS/BTV715 26668002 · DOI · Paper page
- Armstrong N. J. Mather K. A. Sargurupremraj M. Knol M. J. Malik R. Satizabal C. L. (2020). Common Genetic Variation Indicates Separate Causes for Periventricular and Deep White Matter Hyperintensities. Stroke 51 2112– 2121. 10.1161/STROKEAHA.119.027544 32517579 PMC7365038 · DOI
- Artegiani B. Lyubimova A. Muraro M. van Es J. H. van Oudenaarden A. Clevers H. (2017). A Single-Cell RNA Sequencing Study Reveals Cellular and Molecular Dynamics of the Hippocampal Neurogenic Niche. Cell Rep. 21 3271– 3284. 10.1016/j.celrep.2017.11.050 29241552 · DOI · Paper page
- Baburamani A. A. Vontell R. T. Uus A. Pietsch M. Patkee P. A. Wyatt-Ashmead J. (2020). Assessment of radial glia in the frontal lobe of fetuses with Down syndrome. Acta Neuropathol. Commun. 8: 141. 10.1186/s40478-020-01015-3 32819430 PMC7441567 · DOI · Paper page
- Baker K. Baldeweg T. Sivagnanasundaram S. Scambler P. Skuse D. (2005). COMT Val108/158 Met modifies mismatch negativity and cognitive function in 22q11 deletion syndrome. Biol. Psychiatry 58 23– 31. 10.1016/J.BIOPSYCH.2005.03.020 15935994 · DOI
- Bearden C. E. Jawad A. F. Lynch D. R. Sokol S. Kanes S. J. McDonald-McGinn D. M. (2004). Effects of a functional COMT polymorphism on prefrontal cognitive function in patients with 22q11.2 deletion syndrome. Am. J. Psychiatry 161 1700– 1702. 10.1176/APPI.AJP.161.9.1700 15337663 · DOI
- Becht E. McInnes L. Healy J. Dutertre C.-A. Kwok I. W. H. Ng L. G. (2018). Dimensionality reduction for visualizing single-cell data using UMAP. Nat. Biotechnol. 37 38– 44. 10.1038/nbt.4314 30531897 · DOI · Paper page
- Belichenko P. V. Masliah E. Kleschevnikov A. M. Villar A. J. Epstein C. J. Salehi A. (2004). Synaptic structural abnormalities in the Ts65Dn mouse model of Down Syndrome. J. Comp. Neurol. 480 281– 298. 10.1002/CNE.20337 15515178 · DOI · Paper page
- Bells S. Lefebvre J. Longoni G. Narayanan S. Arnold D. L. Yeh E. A. (2019). White matter plasticity and maturation in human cognition. Glia 67 2020– 2037. 10.1002/GLIA.23661 31233643 · DOI
- Bergström S. Remnestål J. Yousef J. Olofsson J. Markaki I. Carvalho S. (2021). Multi-cohort profiling reveals elevated CSF levels of brain-enriched proteins in Alzheimer’s disease. Ann. Clin. Transl. Neurol. 8 1456– 1470. 10.1002/ACN3.51402 34129723 PMC8283172 · DOI
- Bimonte-Nelson H. A. Hunter C. L. Nelson M. E. Granholm A. C. E. (2003). Frontal cortex BDNF levels correlate with working memory in an animal model of Down syndrome. Behav. Brain Res. 139 47– 57. 10.1016/S0166-4328(02)00082-7 12642175 · DOI
- Brennaman L. H. Moss M. L. Maness P. F. (2014). EphrinA/EphA-induced ectodomain shedding of neural cell adhesion molecule regulates growth cone repulsion through ADAM10 metalloprotease. J. Neurochem. 128 267– 279. 10.1111/JNC.12468 24117969 PMC8529540 · DOI
- Cao J. Spielmann M. Qiu X. Huang X. Ibrahim D. M. Hill A. J. (2019). The single-cell transcriptional landscape of mammalian organogenesis. Nature 566 496– 502. 10.1038/S41586-019-0969-X 30787437 PMC6434952 · DOI · Paper page
- Chang H. Hoshina N. Zhang C. Ma Y. Cao H. Wang Y. (2018). The protocadherin 17 gene affects cognition, personality, amygdala structure and function, synapse development and risk of major mood disorders. Mol. Psychiatry 23 400– 412. 10.1038/MP.2016.231 28070120 PMC5794872 · DOI
- Chen J. G. Rašin M. R. Kwan K. Y. Šestan N. (2005). Zfp312 is required for subcortical axonal projections and dendritic morphology of deep-layer pyramidal neurons of the cerebral cortex. Proc. Natl. Acad. Sci. U.S.A. 102 17792– 17797. 10.1073/PNAS.0509032102 16314561 PMC1308928 · DOI
- Chen M. Gos A. Morris M. A. Antonarakis S. E. (1996). Localization of a human homolog of the mouse pericentrin gene (PCNT) to chromosome 21qter. Genomics 35 620– 624. 10.1006/GENO.1996.0411 8812505 · DOI
- Chien W. Pei L. (2000). A novel binding factor facilitates nuclear translocation and transcriptional activation function of the pituitary tumor-transforming gene product. J. Biol. Chem. 275 19422– 19427. 10.1074/JBC.M910105199 10781616 · DOI
- Craddock N. Owen M. J. O’Donovan M. C. (2006). The catechol-O-methyl transferase (COMT) gene as a candidate for psychiatric phenotypes: Evidence and lessons. Mol. Psychiatry 11 446– 458. 10.1038/SJ.MP.4001808 16505837 · DOI · Paper page
- Da Silva F. Zhang K. Pinson A. Fatti E. Wilsch-Bräuninger M. Herbst J. (2021). Mitotic WNT signalling orchestrates neurogenesis in the developing neocortex. EMBO J. 40 10.15252/EMBJ.2021108041 34431536 PMC8488556 · DOI
- Dierssen M. Benavides-Piccione R. Martínez-Cué C. Estivill X. Flórez J. Elston G. N. (2003). Alterations of neocortical pyramidal cell phenotype in the Ts65Dn mouse model of Down syndrome: Effects of environmental enrichment. Cereb. Cortex 13 758– 764. 10.1093/CERCOR/13.7.758 12816891 · DOI
- Du H. Wang Z. Guo R. Yang L. Liu G. Zhang Z. (2021). Transcription Factors Bcl11a and Bcl11b Are Required for the Production and Differentiation of Cortical Projection Neurons. Cereb. Cortex 29: bhab437. 10.1093/CERCOR/BHAB437 34963132 PMC9433425 · DOI
- Ferrer I. Gullotta F. (1990). Down’s syndrome and Alzheimer’s disease: Dendritic spine counts in the hippocampus. Acta Neuropathol. 79 680– 685. 10.1007/BF00294247 2141748 · DOI · Paper page
- Fiorino A. Manenti G. Gamba B. Bucci G. De Cecco L. Sardella M. (2016). Retina-derived POU domain factor 1 coordinates expression of genes relevant to renal and neuronal development. Int. J. Biochem. Cell Biol. 78 162– 172. 10.1016/J.BIOCEL.2016.07.013 27425396 · DOI
- Florentinus-Mefailoski A. Bowden P. Scheltens P. Killestein J. Teunissen C. Marshall J. G. (2021). The plasma peptides of Alzheimer’s disease. Clin. Proteomics 18: 17. 10.1186/S12014-021-09320-2 34182925 PMC8240224 · DOI
- García-Calero E. Puelles L. (2005). Pallial expression of Enc1 RNA in postnatal mouse telencephalon. Brain Res. Bull. 66 445– 448. 10.1016/J.BRAINRESBULL.2005.05.003 16144629 · DOI
- Gardiner K. Fortna A. Bechtel L. Davisson M. T. (2003). Mouse models of Down syndrome: How useful can they be? Comparison of the gene content of human chromosome 21 with orthologous mouse genomic regions. Gene 318 137– 147. 10.1016/S0378-1119(03)00769-8 14585506 · DOI
- Gnirke A. Barnes T. S. Patterson D. Schild D. Featherstone T. Olson M. V. (1991). Cloning and in vivo expression of the human GART gene using yeast artificial chromosomes. EMBO J. 10: 1629. 10.1002/j.1460-2075.1991.tb07685.x 2050105 PMC452831 · DOI
- Golden J. A. Hyman B. T. (1994). Development of the superior temporal neocortex is anomalous in trisomy 21. J. Neuropathol. Exp. Neurol. 53 513– 520. 10.1097/00005072-199409000-00011 8083693 · DOI · Paper page
- Guidi S. Bonasoni P. Ceccarelli C. Santini D. Gualtieri F. Ciani E. (2008). Neurogenesis impairment and increased cell death reduce total neuron number in the hippocampal region of fetuses with Down syndrome. Brain Pathol. 18 180– 197. 10.1111/J.1750-3639.2007.00113.X 18093248 PMC8095525 · DOI · Paper page
- Guipponi M. Scott H. S. Chen H. Schebesta A. Rossier C. Antonarakis S. E. (1998). Two isoforms of a human intersectin (ITSN) protein are produced by brain-specific alternative splicing in a stop codon. Genomics 53 369– 376. 10.1006/GENO.1998.5521 9799604 · DOI
- Gupta M. Dhanasekaran A. R. Gardiner K. J. (2016). Mouse models of Down syndrome: Gene content and consequences. Mamm. Genome 27 538– 555. 10.1007/S00335-016-9661-8 27538963 PMC5471624 · DOI
- Gustavson K. -H. Flodérus Y. Jagell S. Wetterberg L. Ross S. B. (1982). Catechol-o-methyltransferase activity in erythrocytes in Down’s syndrome: Family studies. Clin. Genet. 22 22– 24. 10.1111/J.1399-0004.1982.TB01405.X 6216990 · DOI
- Hallen A. Cooper A. J. L. (2017). Reciprocal Control of Thyroid Binding and the Pipecolate Pathway in the Brain. Neurochem. Res. 42 217– 243. 10.1007/S11064-016-2015-9 27518089 · DOI
- Hanna M. C. Turner A. J. Kirkness E. F. (1997). Human pyridoxal kinase. cDNA cloning, expression, and modulation by ligands of the benzodiazepine receptor. J. Biol. Chem. 272 10756– 10760. 10.1074/JBC.272.16.10756 9099727 · DOI
- Haydar T. F. Reeves R. H. (2012). Trisomy 21 and early brain development. Trends Neurosci. 35 81– 91. 10.1016/J.TINS.2011.11.001 22169531 PMC3273608 · DOI · Paper page
- Hoshina N. Johnson-Venkatesh E. M. Hoshina M. Umemori H. (2021). Female-specific synaptic dysfunction and cognitive impairment in a mouse model of PCDH19 disorder. Science 372: eaaz3893. 10.1126/science.aaz3893 33859005 PMC9873198 · DOI
- Huang D. W. Sherman B. T. Lempicki R. A. (2009). Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat. Protoc. 4 44– 57. 10.1038/nprot.2008.211 19131956 · DOI · Paper page
- Huang H. Rambaldi I. Daniels E. Featherstone M. (2003). Expression of the Wdr9 gene and protein products during mouse development. Dev. Dyn. 227 608– 614. 10.1002/DVDY.10344 12889071 · DOI
- Javier-Torrent M. Marco S. Rocandio D. Pons-Vizcarra M. Janes P. W. Lackmann M. (2019). Presenilin/γ-secretase-dependent EphA3 processing mediates axon elongation through non-muscle myosin IIA. Elife 8: e43646. 10.7554/ELIFE.43646 31577226 PMC6774734 · DOI
- Jia E. Pan M. Liu Z. Zhou Y. Zhao X. Dong J. (2020). Transcriptomic profiling of differentially expressed genes and related pathways in different brain regions in Parkinson’s disease. Neurosci. Lett. 732: 135074. 10.1016/J.NEULET.2020.135074 32446776 · DOI
- Kanno N. Fujiwara K. Yoshida S. Kato T. Kato Y. (2019). Dynamic Changes in the Localization of Neuronatin-Positive Cells during Neurogenesis in the Embryonic Rat Brain. Cells. Tissues. Organs 207 127– 137. 10.1159/000504359 31805566 · DOI
- Kathuria A. Lopez-Lengowski K. Watmuff B. Karmacharya R. (2020). Comparative Transcriptomic Analysis of Cerebral Organoids and Cortical Neuron Cultures Derived from Human Induced Pluripotent Stem Cells. Stem Cells Dev. 29 1370– 1381. 10.1089/SCD.2020.0069 32862797 PMC7698857 · DOI
- Kim M. Y. Lee H. K. Park J. S. Park S. H. Kwon H. B. Soh J. (1999). Identification of a zeta-crystallin (quinone reductase)-like 1 gene (CRYZL1) mapped to human chromosome 21q22.1. Genomics 57 156– 159. 10.1006/GENO.1998.5714 10191096 · DOI
- Kirchner A. Bagla S. Dachet F. Loeb J. A. (2020). DUSP4 appears to be a highly localized endogenous inhibitor of epileptic signaling in human neocortex. Neurobiol. Dis. 145: 105073. 10.1016/J.NBD.2020.105073 32890776 PMC7959561 · DOI
- Klein J. A. Li Z. Rampam S. Cardini J. Ayoub A. Shaw P. (2022). Sonic Hedgehog Pathway Modulation Normalizes Expression of Olig2 in Rostrally Patterned NPCs With Trisomy 21. Front. Cell. Neurosci. 15: 105073. 10.3389/FNCEL.2021.794675 35058753 PMC8763807 · DOI · Paper page
- Klibaite U. Kislin M. Verpeut J. L. Bergeler S. Sun X. Shaevitz J. W. (2022). Deep phenotyping reveals movement phenotypes in mouse neurodevelopmental models. Mol. Autism 13: 12. 10.1186/S13229-022-00492-8 35279205 PMC8917660 · DOI · Paper page
- Kong X. D. Liu N. Xu X. J. (2014). Bioinformatics analysis of biomarkers and transcriptional factor motifs in Down syndrome. Br. J. Med. Biol. Res. 47 834– 841. 10.1590/1414-431X20143792 25118625 PMC4181218 · DOI
- Labudova O. Krapfenbauer K. Moenkemann H. Rink H. Kitzmüller E. Cairns N. (1998). Decreased transcription factor junD in brains of patients with Down syndrome. Neurosci. Lett. 252 159– 162. 10.1016/S0304-3940(98)00569-2 9739985 · DOI
- Lanzillotta C. Zuliani I. Tramutola A. Barone E. Blarzino C. Folgiero V. (2021). Chronic PERK induction promotes Alzheimer-like neuropathology in Down syndrome: Insights for therapeutic intervention. Prog. Neurobiol. 196: 101892. 10.1016/J.PNEUROBIO.2020.101892 32795489 · DOI
- Lencer R. Mills L. J. Alliey-Rodriguez N. Shafee R. Lee A. M. Reilly J. L. (2017). Genome-wide association studies of smooth pursuit and antisaccade eye movements in psychotic disorders: Findings from the B-SNIP study. Transl. Psychiatry 7: e1249. 10.1038/TP.2017.210 29064472 PMC5682604 · DOI
- Lessel D. Gehbauer C. Bramswig N. C. Schluth-Bolard C. Venkataramanappa S. van Gassen K. L. I. (2018). BCL11B mutations in patients affected by a neurodevelopmental disorder with reduced type 2 innate lymphoid cells. Brain 141 2299– 2311. 10.1093/BRAIN/AWY173 29985992 PMC6061686 · DOI
- Levanon D. Danciger E. Dafni N. Bernstein Y. Elson A. Moens W. (1989). The primary structure of human liver type phosphofructokinase and its comparison with other types of PFK. DNA 8 733– 743. 10.1089/DNA.1989.8.733 2533063 · DOI
- Li H. Radford J. C. Ragusa M. J. Shea K. L. McKercher S. R. Zaremba J. D. (2008). Transcription factor MEF2C influences neural stem/progenitor cell differentiation and maturation in vivo. Proc. Natl. Acad. Sci. U.S.A. 105 9397– 9402. 10.1073/PNAS.0802876105 18599437 PMC2453715 · DOI
- Li M. Santpere G. Imamura Kawasawa Y. Evgrafov O. V. Gulden F. O. Pochareddy S. (2018). Integrative functional genomic analysis of human brain development and neuropsychiatric risks. Science 362: eaat7615. 10.1126/science.aat7615 30545854 PMC6413317 · DOI · Paper page
- Li W. Yu Z. X. Kotin R. M. (2005). Profiles of PrKX expression in developmental mouse embryo and human tissues. J. Histochem. Cytochem. 53 1003– 1009. 10.1369/JHC.4A6568.2005 15879576 · DOI
- Liu X.-Y. Wei B. Shi H.-X. Shan Y.-F. Wang C. (2010). Tom70 mediates activation of interferon regulatory factor 3 on mitochondria. Cell Res. 20 994– 1011. 10.1038/cr.2010.103 20628368 · DOI
- Love M. I. Huber W. Anders S. (2014). Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15: 550. 10.1186/PREACCEPT-8897612761307401 25516281 PMC4302049 · DOI
- Madhavan M. Nevin Z. S. Shick H. E. Garrison E. Clarkson-Paredes C. Karl M. (2018). Induction of myelinating oligodendrocytes in human cortical spheroids. Nat. Methods 15 700– 706. 10.1038/S41592-018-0081-4 30046099 PMC6508550 · DOI · Paper page
- Mai C. T. Isenburg J. L. Canfield M. A. Meyer R. E. Correa A. Alverson C. J. (2019). National population-based estimates for major birth defects, 2010–2014. Birth Defects Res. 111 1420– 1435. 10.1002/BDR2.1589 31580536 PMC7203968 · DOI
- Maisonpierre P. C. Le Beau M. M. Espinosa R. Belluscio L. de la Monte S. M. (1991). Human and rat brain-derived neurotrophic factor and neurotrophin-3: Gene structures, distributions, and chromosomal localizations. Genomics 10 558– 568. 10.1016/0888-7543(91)90436-I 1889806 · DOI
- Mandal M. Maienschein-Cline M. Maffucci P. Veselits M. Kennedy D. E. McLean K. C. (2018). BRWD1 orchestrates epigenetic landscape of late B lymphopoiesis. Nat. Commun. 9: 3888. 10.1038/S41467-018-06165-6 30250168 PMC6155124 · DOI
- Matsuda T. Irie T. Katsurabayashi S. Hayashi Y. Nagai T. Hamazaki N. (2019). Pioneer Factor NeuroD1 Rearranges Transcriptional and Epigenetic Profiles to Execute Microglia-Neuron Conversion. Neuron 101 472– 485.e7. 10.1016/J.NEURON.2018.12.010 30638745 · DOI
- Medalla M. Gilman J. P. Wang J. Y. Luebke J. I. (2017). Strength and Diversity of Inhibitory Signaling Differentiates Primate Anterior Cingulate from Lateral Prefrontal Cortex. J. Neurosci. 37 4717– 4734. 10.1523/JNEUROSCI.3757-16.2017 28381592 PMC5426565 · DOI
- Milani P. Gagliardi S. Cova E. Cereda C. (2011). SOD1 Transcriptional and Posttranscriptional Regulation and Its Potential Implications in ALS. Neurol. Res. Int. 2011: 458427. 10.1155/2011/458427 21603028 PMC3096450 · DOI
- Miyazaki K. Fujita T. Ozaki T. Kato C. Kurose Y. Sakamoto M. (2004). NEDL1, a novel ubiquitin-protein isopeptide ligase for dishevelled-1, targets mutant superoxide dismutase-1. J. Biol. Chem. 279 11327– 11335. 10.1074/JBC.M312389200 14684739 · DOI
- Moldrich R. X. Lainé J. Visel A. Beart P. M. Laffaire J. Rossier J. (2008). Transmembrane protein 50b (C21orf4), a candidate for Down syndrome neurophenotypes, encodes an intracellular membrane protein expressed in the rodent brain. Neuroscience 154 1255– 1266. 10.1016/J.NEUROSCIENCE.2008.01.089 18541381 · DOI
- Molyneaux B. J. Arlotta P. Hirata T. Hibi M. Macklis J. D. (2005). Fezl is required for the birth and specification of corticospinal motor neurons. Neuron 47 817– 831. 10.1016/J.NEURON.2005.08.030 16157277 · DOI
- Nava E. Hartmann B. Boxheimer L. Capone Mori A. Nuoffer J.-M. Sargsyan Y. (2022). How to Detect Isolated PEX10-Related Cerebellar Ataxia? Neuropediatrics 53 159– 166. 10.1055/S-0041-1741383 35038753 · DOI
- Novick D. Cohen B. Rubinstein M. (1994). The human interferon alpha/beta receptor: Characterization and molecular cloning. Cell 77 391– 400. 10.1016/0092-8674(94)90154-6 8181059 · DOI
- Ogura Y. Uehara T. Ujibe K. Yoshihashi H. Yamada M. Suzuki H. (2022). The p.Thr395Met missense variant of NFIA found in a patient with intellectual disability is a defective variant. Am. J. Med. Genet. A 188 1184– 1192. 10.1002/AJMG.A.62638 35018717 · DOI
- Oviya R. P. Gopal G. Shirley S. S. Sridevi V. Jayavelu S. Rajkumar T. (2021). Mitochondrial ribosomal small subunit proteins (MRPS) MRPS6 and MRPS23 show dysregulation in breast cancer affecting tumorigenic cellular processes. Gene 790: 145697. 10.1016/J.GENE.2021.145697 33964376 · DOI
- Parrini M. Ghezzi D. Deidda G. Medrihan L. Castroflorio E. Alberti M. (2017). Aerobic exercise and a BDNF-mimetic therapy rescue learning and memory in a mouse model of Down syndrome. Sci. Rep. 7: 16825. 10.1038/S41598-017-17201-8 29203796 PMC5715062 · DOI
- Puente X. S. Sánchez L. M. Overall C. M. López-Otín C. (2003). Human and mouse proteases: A comparative genomic approach. Nat. Rev. Genet. 4 544– 558. 10.1038/NRG1111 12838346 · DOI
- Punwani D. Zhang Y. Yu J. Cowan M. J. Rana S. Kwan A. (2016). Multisystem Anomalies in Severe Combined Immunodeficiency with Mutant BCL11B. N. Engl. J. Med. 375 2165– 2176. 10.1056/NEJMOA1509164 27959755 PMC5215776 · DOI
- Qian X. Song H. Ming G. L. (2019). Brain organoids: Advances, applications and challenges. Development 146: dev166074. 10.1242/DEV.166074 30992274 PMC6503989 · DOI · Paper page
- Rosen D. R. Siddique T. Patterson D. Figlewicz D. A. Sapp P. Hentati A. (1993). Mutations in Cu/Zn superoxide dismutase gene are associated with familial amyotrophic lateral sclerosis. Nature 362 59– 62. 10.1038/362059A0 8446170 · DOI · Paper page
- Rudolph J. Zimmer G. Steinecke A. Barchmann S. Bolz J. (2010). Ephrins guide migrating cortical interneurons in the basal telencephalon. Cell Adh. Migr. 4 400– 408. 10.4161/CAM.4.3.11640 20473036 PMC2958617 · DOI
- Sadegh C. Ebina W. Arvanites A. C. Davidow L. S. Rubin L. L. Macklis J. D. (2021). Synthetic modified Fezf2 mRNA (modRNA) with concurrent small molecule SIRT1 inhibition enhances refinement of cortical subcerebral/corticospinal neuron identity from mouse embryonic stem cells. PLoS One 16: e0254113. 10.1371/journal.pone.0254113 34473715 PMC8412356 · DOI
- Schmidt-Sidor B. Wisniewski K. E. Shepard T. H. Sersen E. A. (1990). Brain growth in Down syndrome subjects 15 to 22 weeks of gestational age and birth to 60 months. Clin. Neuropathol. 9 181– 190. 2146054
- Scott H. S. Antonarakis S. E. Lalioti M. D. Rossier C. Silver P. A. Henry M. F. (1998). Identification and characterization of two putative human arginine methyltransferases (HRMT1L1 and HRMT1L2). Genomics 48 330– 340. 10.1006/GENO.1997.5190 9545638 · DOI
- Scuderi S. Altobelli G. G. Cimini V. Coppola G. Vaccarino F. M. (2021). Cell-to-Cell Adhesion and Neurogenesis in Human Cortical Development: A Study Comparing 2D Monolayers with 3D Organoid Cultures. Stem Cell Rep. 16 264– 280. 10.1016/J.STEMCR.2020.12.019 33513360 PMC7878838 · DOI
- Sharma A. Chunduri A. Gopu A. Shatrowsky C. Crusio W. E. Delprato A. (2020). Common genetic signatures of Alzheimer’s disease in Down Syndrome. F1000Res. 9: 1299. 10.12688/F1000RESEARCH.27096.2 33633844 PMC7871416 · DOI
- Shemesh M. Lochte S. Piehler J. Schreiber G. (2021). IFNAR1 and IFNAR2 play distinct roles in initiating type I interferon-induced JAK-STAT signaling and activating STATs. Sci. Signal. 14: eabe4627. 10.1126/SCISIGNAL.ABE4627 34813358 · DOI
- Shen P. Canoll P. D. Sap J. Musacchio J. M. (1999). Expression of a truncated receptor protein tyrosine phosphatase kappa in the brain of an adult transgenic mouse. Brain Res. 826 157– 171. 10.1016/S0006-8993(99)01179-8 10224293 · DOI
- Shibata H. Aramaki T. Sakai M. Ninomiya H. Tashiro N. Iwata N. (2006). Association study of polymorphisms in the GluR7, KA1 and KA2 kainate receptor genes (GRIK3, GRIK4, GRIK5) with schizophrenia. Psychiatry Res. 141 39– 51. 10.1016/J.PSYCHRES.2005.07.015 16325263 · DOI
- Shigeoka T. Koppers M. Wong H. H. W. Lin J. Q. Cagnetta R. Dwivedy A. (2019). On-Site Ribosome Remodeling by Locally Synthesized Ribosomal Proteins in Axons. Cell Rep. 29 3605.e– 3619.e. 10.1016/J.CELREP.2019.11.025 31825839 PMC6915326 · DOI
- Shim S. Kwan K. Y. Li M. Lefebvre V. Šestan N. (2012). Cis-regulatory control of corticospinal system development and evolution. Nature 486: 74. 10.1038/nature11094 22678282 PMC3375921 · DOI · Paper page
- Simon R. Brylka H. Schwegler H. Venkataramanappa S. Andratschke J. Wiegreffe C. (2012). A dual function of Bcl11b/Ctip2 in hippocampal neurogenesis. EMBO J. 31 2922– 2936. 10.1038/EMBOJ.2012.142 22588081 PMC3395096 · DOI
- Smith S. A. Holik P. R. Stevens J. Melis R. White R. Albertsen H. (1995). Isolation and mapping of a gene encoding a novel human ADP-ribosylation factor on chromosome 17q12-q21. Genomics 28 113– 115. 10.1006/GENO.1995.1115 7590735 · DOI
- Stoner R. Chow M. L. Boyle M. P. Sunkin S. M. Mouton P. R. Roy S. (2014). Patches of disorganization in the neocortex of children with autism. N. Engl. J. Med. 370 1209– 1219. 10.1056/NEJMOA1307491 24670167 PMC4499461 · DOI · Paper page
- Stuart T. Butler A. Hoffman P. Hafemeister C. Papalexi E. Mauck W. M. (2019). Comprehensive Integration of Single-Cell Data. Cell 177 1888– 1902.e21. 10.1016/j.cell.2019.05.031 31178118 PMC6687398 · DOI · Paper page
- Suetsugu M. Mehraein P. (1980). Spine distribution along the apical dendrites of the pyramidal neurons in Down’s syndrome. A quantitative Golgi study. Acta Neuropathol. 50 207– 210. 10.1007/BF00688755 6447982 · DOI · Paper page
- Tsyporin J. Tastad D. Ma X. Nehme A. Finn T. Huebner L. (2021). Transcriptional repression by FEZF2 restricts alternative identities of cortical projection neurons. Cell Rep. 35: 109269. 10.1016/J.CELREP.2021.109269 34161768 PMC8327856 · DOI
- Tyler W. A. Haydar T. F. (2013). Multiplex genetic fate mapping reveals a novel route of neocortical neurogenesis, which is altered in the Ts65Dn mouse model of Down syndrome. J. Neurosci. 33 5106– 5119. 10.1523/JNEUROSCI.5380-12.2013 23516277 PMC3785112 · DOI · Paper page
- Usardi A. Iyer K. Sigoillot S. M. Dusonchet A. Selimi F. (2017). The immunoglobulin-like superfamily member IGSF3 is a developmentally regulated protein that controls neuronal morphogenesis. Dev. Neurobiol. 77 75– 92. 10.1002/DNEU.22412 27328461 · DOI
- Vohr B. R. Garcia-Coll C. Mayfield S. Brann B. Shaul P. Oh W. (1989). Neurologic and developmental status related to the evolution of visual-motor abnormalities from birth to 2 years of age in preterm infants with intraventricular hemorrhage. J. Pediatr. 115 296– 302. 10.1016/S0022-3476(89)80089-7 2474065 · DOI
- Weitzman J. B. Fiette L. Matsuo K. Yaniv M. (2000). JunD protects cells from p53-dependent senescence and apoptosis. Mol. Cell 6 1109– 1119. 10.1016/S1097-2765(00)00109-X 11106750 · DOI
- Wickham H. (2009). Ggplot2: Elegant Graphics for Data Analysis. Berlin: Springer.
- Wisniewski K. E. (1990). Down syndrome children often have brain with maturation delay, retardation of growth, and cortical dysgenesis. Am. J. Med. Genet. 274– 281. 10.1002/ajmg.1320370755 2149962 · DOI · Paper page
- Yazdani U. Terman J. R. (2006). The semaphorins. Genome Biol. 7: 211. 10.1186/GB-2006-7-3-211 16584533 PMC1557745 · DOI
- Ypsilanti A. R. Pattabiraman K. Catta-Preta R. Golonzhka O. Lindtner S. Tang K. (2021). Transcriptional network orchestrating regional patterning of cortical progenitors. Proc. Natl. Acad. Sci. U.S.A. 118: e2024795118. 10.1073/pnas.2024795118 34921112 PMC8713794 · DOI
- Yun M. E. Johnson R. R. Antic A. Donoghue M. J. (2003). EphA family gene expression in the developing mouse neocortex: Regional patterns reveal intrinsic programs and extrinsic influence. J. Comp. Neurol. 456 203– 216. 10.1002/CNE.10498 12528186 · DOI
- Authors
- Li, Z., Klein, J. A., Rampam, S., Kurzion, R., Campbell, N. B., Patel, Y., Haydar, T. F., & Zeldich, E.
- Affiliations
- Children's National (US)
- Boston University (US)
- Corresponding author
- Haydar, Tarik F.
- Zeldich, Ella
- ORCID
- Venue
- Frontiers in Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2022-09-07
- Volume
- 16
- Pages
- 932384-932384
- ISSN
- 1662-453X (ISSN-L)
- PMC
- PMC9504873
- OpenAlex
- W4294935527
- Cited by
- 24
- References
- 128
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 3 · 2023: 3 · 2022: 2
- FWCI
- 3.75
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Neuroscience (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- School of Medicine, Boston University
- Children’s Hospital of Wisconsin Research Institute
- Children's National Hospital
- National Institutes of Health (1r21ns125469-01a1)
- Intellectual and Developmental Disabilities Research Center (P50HD105328)
- Center for Neuroscience Research
- National Institute on Aging (R01AG078460)
- National Institute of Neurological Disorders and Stroke (R01NS105138, R21 NS125469, R21-HD098542)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (P50HD105328)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Down syndrome and intellectual disability research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Pluripotent Stem Cells Research
- Life Sciences › Neuroscience › Developmental Neuroscience › Neurogenesis and neuroplasticity mechanisms
- Keywords
- Down syndrome, intellectual disability, excitatory neurons, isogenic iPSC lines, brain development, cell type-specific transcriptomics, asynchronous development, differentially expressed genes, single-cell RNA sequencing
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