Stem Cell Reports
○ Elsevier BV
Preprints posted in the last 90 days, ranked by how well they match Stem Cell Reports's content profile, based on 130 papers previously published here. The average preprint has a 0.11% match score for this journal, so anything above that is already an above-average fit.
Agger, A. S. P.; Kafkia, E.; Larsen, M. B.; Moritz, T.; Madsen, C. T.; de Lichtenberg, K. H.; Halloin, C.; Serup, P.; Zylicz, J. J.; Honore, C.
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Human pluripotent stem cells (hPSCs) are increasingly expanded in 3D suspension culture to support scalable cell culturing, yet how the transition from 2D to 3D cultures affects hPSCs remains poorly understood. Here, we compare hPSCs in 2D and 3D cultures using transcriptomics, proteomics, spent medium analysis, and stable-isotope tracing. hPSCs maintained pluripotency in both formats, although suspension culture showed altered growth dynamics and increased initial cell loss. Multi-omics analysis identified culture format as the dominant driver of molecular variation and revealed changes in adhesion, cytoskeletal organization, glycolysis, and oxidative phosphorylation. Functional analyses showed increased lactate production from glucose and stable-isotope tracing revealed increased glucose-derived pyruvate formation and altered partitioning of glucose-derived carbon within the TCA cycle in 3D suspension cultures. Glutamine contribution to the TCA cycle was reduced, whereas relative reductive carboxylation was increased in 3D suspension cultures. Together, these findings show that transition from 2D to 3D suspension culture induces metabolic rewiring in hPSCs.
ABATAN, A.; Polentes, J.; Bouquier, M.; Beuriot, A.; Chose, O.; Mahiou, H.; El Kassar, L.; Giraud-Triboult, K.; CHATROUSSE, L.; Benchoua, A.; Tome, S.; Gourdon, G.; Gomes-Pereira, M.; BAGHDOYAN, S.; MARTINAT, C.
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Myotonic dystrophy type 1 (DM1) is caused by an expansion of a CTG repeat in the 3' untranslated region of the DMPK gene, leading to accumulation of toxic CUG-repeat RNAs, sequestration of MBNL proteins and widespread splicing dysregulation. Congenital DM1 (CDM), the most severe form of the disease, is associated with profound muscular and neurodevelopmental defects, yet the mechanisms underlying early human brain involvement remain poorly understood. Here, we generated cortical organoids from patient-derived pluripotent stem cells carrying >1000 CTG repeats, an expansion typically associated with CDM, to model early human neurodevelopment. DM1 molecular and cellular hallmarks were detected at early developmental stages, including nuclear DMPK RNA foci in neural progenitor cells and reduced proliferative capacity. As organoids matured, CDM cultures displayed altered cortical composition, with reduced CTIP2 and SATB2 neuronal populations and increased NFIA/GFAP glial cells. In parallel, 120-day-old organoids recapitulated splicing abnormalities previously identified in DM1 patient brain tissue. To assess the contribution of MBNL dysfunction, we analyzed cortical organoids derived from MBNL2 and MBNL1/2/3 knockout induced pluripotent stem cells, which reproduced key neurodevelopmental phenotypes observed in CDM organoids, supporting a central role for MBNL loss of function in impaired corticogenesis. Finally, we evaluated the translational relevance of this model using tideglusib and erythromycin, two compounds currently under clinical evaluation in DM1 patients. Both treatments reduced DMPK RNA foci and restored proliferation defects in SOX2 neural progenitors. Together, these findings establish cortical organoids as a robust human model of CDM-associated neurodevelopmental defects, uncover MBNL-dependent mechanisms underlying early corticogenesis impairment and demonstrate the utility of this platform for translational therapeutic discovery in DM1.
Yang, D.; Choi, S.; Piao, J.; Evangelisti, A.; Yang, Z.; Bocchi, V. D.; Donohue, S. A.; Claros, N.; Jungverdorben, J.; Sidharta, M.; Wu, Y.; Pasolli, H. A.; Kim, T. W.; Zhou, T.; Sulzer, D.; Mosharov, E.; Tabar, V.; Studer, L.
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Midbrain dopaminergic (mDA) neurons comprise molecularly and functionally distinct subtypes with differential vulnerability in neurodegenerative and psychiatric disorders. However, the mechanisms specifying subtype identity remain poorly understood, and protocols for the selective derivation of human mDA subtypes are lacking. Here we establish a strategy to derive substantia nigra (A9) and ventral tegmental area (A10) mDA neurons from human pluripotent stem cells (hPSCs). A9 identity is specified by dual-SMAD activation through Activin A and BMP7 at the midbrain floor-plate progenitor stage, whereas A10 identity is promoted by BMP inhibition. A9 mDA neurons are purified based on ALDH1A1 expression, and subtype identity is maintained by continued TGF-{beta} modulation and ESRRB activation in vitro and upon transplantation in vivo. Single-cell RNA sequencing and biochemical analyses demonstrate that hPSC-derived A9 neurons exhibit increased oxidative phosphorylation, neuromelanin-like pigmentation, elevated dopamine synthesis and release, and electrophysiological properties characteristic of A9 mDA neurons in vivo. Integration with human fetal midbrain datasets confirms strong transcriptional concordance between in vitro-derived and in vivo mDA subtypes. Neuromelanin-like structures produced by hPSC-derived A9 neurons trigger pro-inflammatory cytokine secretion from hPSC-derived microglia, and A9 neurons are primed to upregulate MHC-I genes in response to interferon-{gamma}, features which may contribute to the selective vulnerability of A9 neurons. Together, these results establish a robust in vitro platform to interrogate human mDA subtype development, function, and selective vulnerability, enabling mechanistic studies relevant to Parkinson's disease and the development of cell-based therapies.
Borges, A. C.; Branco, M. A.; Cotovio, J. P.; Gomes, A. R.; Saraiva, J. E.; Moreira, L. M.; Cabral, J. M. S.; Henrique, D.; Diogo, M. M.; Fernandes, T. G.
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Human pluripotent stem cells serve as a vital model for studying early human lineage specification, yet conventional assessments relying on endpoint canonical markers of the three germ layers may overlook transient intermediate states and broader cellular programs. Here we combined directed differentiation of human induced pluripotent stem cells toward neuroectodermal, cardiac mesodermal, and hepatic endodermal lineages with comparative transcriptomic profiling across timepoints. Our analyses revealed a transient primitive streak-like mesendodermal state shared by mesodermal and endodermal trajectories, followed by lineage-specific divergence characterized by distinct transcriptional, metabolic, proliferative, and chromatin remodeling dynamics. Notably, endodermal differentiation exhibited rapid definitive endoderm commitment with enriched oxidative metabolism, whereas cardiac mesoderm differentiation showed progressive transcriptional remodeling and cardiac progenitor activation. These findings demonstrate that comparative transcriptomics can resolve developmental intermediates and cellular-state dynamics during human germ layer specification, providing a framework for evaluating lineage commitment beyond endpoint canonical marker expression, and to inform strategies for optimizing or redirecting differentiation.
Badja, C.; Boushaki, S.; Kumar, Y.; Roumeliotis, T. I.; Curle, A. J.; Guiloff, A. E.; Degasperi, A.; Momen, S.; Robert, F.; Memari, Y.; Shooter, S.; Kozik, Z.; Zhao, S. J.; Toong, P. J.; Baker, I.; Hendrich, B.; Barker, R. A.; Choudhary, J.; Koh, G. C. C.; Nik-Zainal, S.
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Human induced pluripotent stem cells (hiPSCs) are widely used for disease modelling and regenerative medicine, yet their utility depends on maintaining molecular integrity during long-term culture. BCOR (BCL6 Co-Repressor) mutations are among the most recurrent culture-acquired alterations in hiPSCs, but their functional consequences remain poorly understood. Here, we show that hiPSC BCOR mutations are predominantly truncating indels enriched in exon 7, defining a mutational landscape distinct from that observed in cancer. Multi-omics profiling reveals that BCOR loss drives widespread chromatin, transcriptomic and proteomic remodelling, with coordinated activation of developmental, pluripotency-associated and mitochondrial metabolism programmes. To facilitate routine surveillance, we develop a cost-effective TaqMan qPCR assay that accurately identifies BCOR-mutant hiPSCs across independent cell lines. Finally, we demonstrate that correction of BCOR mutation by CRISPR-Cas9 only partially restores the wildtype molecular state, highlighting the importance of early detection and monitoring of adaptive mutations in hiPSC cultures.
Haberhausen, D.; Woehle, C.; Raab, C.; Ludwig, C.; Kuchler, T.; Barth, S.; Wuellner, U.; Bosio, A.; Johannsen, H.; Knoebel, S.
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Induced pluripotent stem cells (iPSCs) hold great promise for both allogeneic and autologous cellular therapies. However, broad application and clinical translation is hindered by fragmented, complex and time-intensive workflows, resulting in high manufacturing costs, poor standardization and increased risk of genomic aberrations in derived iPSCs. In this study we developed a standardizable, automatable and time- efficient process for the derivation of monoclonal iPSC lines straight from skin including a comprehensive and cascaded OC strategy. We generated monoclonal iPSC lines derived from human skin punch biopsies of ten donors (age 49-81) via mRNA-based reprogramming that subsequently underwent comprehensive and thorough characterization of phenotypic and genetic properties. The use of a combined mechanical and enzymatic fibroblast isolation protocol and a transient non-integrative reprogramming technology allowed us to obtain 78 monoclonal iPSC lines, ready for banking, molecular characterization and further differentiation within seven weeks from initial sample processing to passage four iPSC lines. The phenotypical characterization via flow cytometry-based pluripotency marker expression and 2D-directed differentiation into the three germ layers showed low intra- and inter-donor variability over all generated lines. A combination of SNP array based CNV analysis followed by whole exome sequencing proved to be the most efficient approach for assessment of genomic integrity. Proof-of-concept experiments for closed system processing revealed that a substantial part of the most error-prone and technically demanding steps can be transferred to semi- automated, closed systems. In conclusion, the described protocol allows for time- efficient, standardizable and automatable generation of high-quality monoclonal iPSC lines from human skin punch biopsies within seven weeks, thus moving the field of autologous iPSC manufacturing one step further towards cost-efficient clinical implementation.
Fukushima, T.; Nishiyama, A.; Koide, S.; Isobe, T.; Yabushita, T.; Asada, S.; Goyama, S.; Iwama, A.; Yamazaki, S.; Tamura, T.; Kitamura, T.; Suda, T.; Tanaka, Y.
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Hematopoietic stem cells(HSCs) maintain their pools by stem-stem division and produce mature blood cells through stem-progenitor or progenitor-progenitor division. A paired daughter cell(PDC) assay combined with single cell transplantation is a powerful method to compare the lineage outputs of two HSC daughter cells. However, single-cell transplantation precludes large-scale analysis of daughter-cell pairs, as only one cell can be transplanted per recipient. Here, we developed a DNA barcoding-based PDC assay to overcome this limitation, enabling simultaneous analysis of 476 daughter pairs from individual HSC divisions and revealing that daughter-cell fates are coordinated and that HSC division patterns are biased toward stem-stem and progenitor-progenitor divisions rather than stem-progenitor divisions. These findings indicate that HSC fate outcomes are directed toward symmetric division outcomes. Integration of single-cell RNA sequencing with DNA barcoding revealed a continuum of HSC states--from balanced HSCs to myeloid-biased HSCs and ultimately to a low-output HSC subset--in which progressively reduced production of mature blood cells relative to stem cell expansion, a proxy for stem-stem division bias, exhibits distinct activities of transcription factors and signaling pathways. Overall, our analysis uncovers characteristic patterns of HSC division and links stem maintenance with distinct molecular features.
Neureiter, A.; Ruessmann, L.; Hautvast, P.; van den Braak, N. W. M.; Stoppe, A.; Haeusler, M.; Lischka, A.; Eggermann, K.; Lampert, A.
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Induced pluripotent stem cell (iPSC) workflows typically rely on monoclonal cultures, requiring multiple independent cell lines to compensate for clonal variability. This increases workload, cost, and limits scalability for translational applications. Here, we establish polyclonal reprogramming strategies using Sendai virus to generate clonally diverse iPSC cultures already during reprogramming through FACS, MACS, manual selection, or prolonged culture. Both monoclonal and FACS-derived polyclonal cultures reached pluripotency. Reprogramming transgenes were silenced, whereas Sendai virus (SeV) mRNA persisted across passages in both culture types; heat treatment at 38.5C markedly reduced SeV levels. Monoclonal and polyclonal cultures differentiated efficiently into neural crest-like cells and sensory neurons. As a second polyclonal strategy, monoclonal cultures were pooled at day5 of sensory neuron differentiation to generate percentage-controlled progenitor mixtures. TRPA1 protein expression has not been shown reliably in iPS-derived sensory neurons. We hypothesized that increased clonal diversity might facilitate detection of TRPA1 protein expression. Despite rigorous antibody validation, TRPA1 protein expression was detectable only diffusely across the whole cell area. Together, our results show that polyclonal iPSC strategies enable clonally inclusive generation of patient-specific sensory neurons. These workflows reduce early workload and provide a robust foundation for scalable drug-screening and patient-in-a-dish applications.
Gomez-Oliva, R.; Helgueta, S.; Alonso-Galeron, N.; Cambier, A.; Ghanavatinejad, F.; Masset, G.; Collin, L.; Nunez-Abades, P.; Hernandez-Galan, R.; Castro, C.; Espuny Camacho, I.
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Neuronal loss resulting from brain injury and neurodegenerative diseases currently lacks effective regenerative therapies. While neurogenic compounds and cell transplantation hold promise, clinical translation is hindered by poor graft integration and limited cell survival. Here, we developed a novel organoid-to-organoid transplantation model using human pluripotent stem cell-derived cortical organoids (hCOs) to evaluate a dual cell transplantation and pro-neurogenic strategy for brain repair. We demonstrate that pro-neurogenic treatment with ER272 stimulates early-stage hCO growth and enhances neurogenesis through a PKC- and Notch-dependent pathway. Mechanistically, ER272 upregulates genes associated with extracellular matrix, cell adhesion and growth factor signaling. Notably, combining early-stage hCO transplantation with ER272 treatment significantly enhanced graft integration and improved neuronal repair in an ischemic-like model of late-stage host hCOs. This novel human organoid-to-organoid platform offers a robust translational tool to test regenerative therapies and highlight the potential of combining cell transplantation with pro-neurogenic stimulation for the treatment of neurological conditions associated with neuronal loss.
Chankhunthod, A.; Sorenson-Graff, R.; Mercoli, J.; Ishida, T.; Dozono, S.; Wellington, R.; Fong, Y.; Hadland, B.; Zhao, H. G.
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Achieving near-single-cell precision in the prospective identification of long-term engrafting hematopoietic stem cells (LT-HSCs) remains challenging, likely because current static, point-in-time single-cell phenotyping technologies do not capture the dynamic nature of cell fate decisions. Here, we overcome this barrier by longitudinally tracking individual hematopoietic stem and progenitor cells (HSPCs) in ex vivo niche cultures using live imaging, coupled with downstream immunophenotyping, single-cell transcriptomics, and transplant assays. Deep learning analysis of live imaging data achieved 98.5% average precision in predicting serially-engrafting LT-HSC (serial-LT-HSC) identity from the behaviorome (the totality of observed behaviors) of each cell, outperforming currently available technologies. Serial-LT-HSCs exhibited lower motility among HSPC populations, which was associated with reduced Activin signaling activity and elevated expression of cell adhesion genes. Correspondingly, antagonizing Activin signaling by Inhibin-A treatment in ex vivo niche cultures suppressed HSPC motility while increasing the frequency of post-expansion serial-LT-HSCs, revealing a novel role for Activin signaling in HSPC behavior and fate determination. Collectively, this study establishes a broadly applicable framework that connects behavioromic analysis and single-cell transcriptomics to enable near-single-cell precision in predicting stem cell fate and uncover molecular mechanisms governing behavior-fate relationships.
Dufault-Hunter, S. D.; Periwal, V.; Hara, M.
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Stem cell-derived (SC) islets hold promise as a transformative therapy for type 1 diabetes (T1D). To enhance graft uniformity, SC-islet organoids are often dissociated and reaggregated into standardized sizes. However, how endocrine cell composition varies with islet size in native human islets remains largely unknown. Defining this relationship is essential for establishing physiological benchmarks for islet engineering for transplantation. In this study, we examined the relationships among islet size, endocrine cell composition, and spatial distribution throughout whole pancreata from 10 age-matched, non-diabetic male subjects. Insulin-, glucagon-, and somatostatin-positive endocrine cells were identified as single-, double-, and triple-hormone populations ranging from non-islet single endocrine cells and small clusters (niSSCs) to large islets. Approximately 80% of the total endocrine area was contained in islets positive for all three hormones. Islet size strongly correlated with endocrine composition. Specifically, larger islets had increased alpha-cell fractions and reduced beta-cell fractions, while delta-cell fractions were consistent across sizes. Spatial analysis revealed that niSSCs, mono-, and tri-hormone islets frequently exhibit a clustered distribution. Additionally, tri-hormone islets were positioned near the core of the pancreas, whereas mono-somatostatin islets were often localized in the periphery. These findings were consistent across all three pancreatic regions (head, body and tail).
Tsikandelova, R.; Schettler, R.; Teasdale, M. D.; Kelk, J.; Boczonadi, V.; Dorgau, B.; Hussain, R.; Coxhead, J. M.; Medina, R.; White, S.; Zweigerdt, R.; Armstrong, L.; Hilgen, G.; Lako, M.
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Retinal organoids (ROs) model human retinogenesis but remain avascular and lack immune components, limiting their utility for studying vascular retinopathies. We generated vascular organoids (VOrs) from human pluripotent stem cells and evaluated their integration into developing ROs. Dissociated VOr cells (day 12 or day 30) were seeded onto 2D retinal neuroepithelium before 3D transition, followed by long-term culture to day 210. VOr derived cells migrated into ROs and transiently persisted. V30 ROs preserved retinal lamination, major neuronal subtypes and light evoked retinal ganglion cell responses comparable to non vascularised controls, whereas media-only ROs cultured in proangiogenic conditions showed structural disorganisation and reduced neuronal survival. Single-cell RNA sequencing revealed an endogenous, inflammatory endothelial-like population with partial endothelial-to-mesenchymal features and a perivascular fibroblast-like cluster in pro-angiogenic media only RO controls. The endothelial-like cell cluster was significantly enriched for genes upregulated in human retinal endothelial cells exposed to high glucose, indicating a diabetic retinopathy like transcriptional state. Microglia like and border associated macrophage populations were present across all conditions, with developmental shifts in morphology and marker expression. Our findings define conditions under which vascular cells can be incorporated into human ROs without disrupting retinal architecture, while uncovering an intrinsic capacity for inflammatory endothelial activation that partially recapitulates diabetic retinopathy. This work advances the engineering of vascularised, immunocompetent retinal models and highlights endogenous vascular immune programmes that must be considered when modelling retinal disease in vitro.
Nikolova, M. T.; Freitag, K.; Okamoto, R.; Catellani, A.; Hinke, J.; Luginbuehl, N. A.; Lin, H.-C.; Kaindl, J.; He, Z.; Wahle, P.; Rohland, J.; Geirsdottir, L.; Camp, J. G.; Winner, B.; Amit, I.; Treutlein, B.
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Microglia, the immune cells of the brain parenchyma, play a pivotal role in neurodevelopment and neuroprotection. Human stem cell-derived microglia-like cells (MGL) offer a valuable, human-relevant system to study microglia in vitro. However, their cell states and intercellular interactions within complex 3-dimensional (3D) tissue contexts in vitro remain underexplored. Here, we analyze the gene expression profiles of MGL generated by two differentiation protocols in conventional 2D cultures. We show that co-culture with neural organoids promotes a more mature, in vivo-like MGL phenotype but this signature is lost during long-term co-culture. By varying media compositions, we modulate 2D MGL states toward more active or more homeostatic identities, which may enhance the similarity to primary microglia identities upon subsequent co-culture. Moreover, forced expression of the microglial lineage regulator SALL1 shifts MGL away from a general myeloid state toward a more defined pre-microglial fate. SALL1 overexpression within a 3D neural organoid environment further amplifies the shift toward a homeostatic developmental microglia population. Collectively, our transcriptomic analysis delineates human MGL states in 2D and 3D contexts, refines existing differentiation protocols toward more authentic MGL, and establishes a framework to investigate the intricate microglia-neural tissue interplay.
Lee, M. K.; Vitale, M. R.; Sun, Y.; Wagner, N. S.; Sundar, H. A.; Sun, S.; Ramchandran, A.; Khatua, S.; Chou, H.; Huang, Y. V.; Zhuge, Y.; Wu, J. C.; Zhu, H.
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Immune checkpoint inhibitor-induced myocarditis (ICIM) is a severe immune-related adverse event with heterogeneous clinical presentations and potential genetic susceptibility. Here, we established a human induced pluripotent stem cell (iPSC) line from an ICIM patient with an HLA-type distinct from previously reported line, who developed concurrent type I diabetes following ICI treatment. This line exhibited typical morphology, normal female karyotype, pluripotency, trilineage differentiation into all three germ layers, Sendai virus clearance, and no mycoplasma contamination. Given the fulminant nature and diverse clinical presentations of ICIM, expanding the repertoire of iPSC lines are critical for investigating ICIM heterogeneity and its underlying mechanisms.
Sansa, A.; Zhemkov, V. A.; Feole, M.; Villalba, J. M.; Bell, S.; Svendsen, C. N.
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Human induced pluripotent stem cell (iPSC)-derived motor neurons are widely used for disease modeling. Stem cells can be differentiated into motor neurons by exposure to specific patterning morphogens, which can ultimately determine terminal cellular composition and developmental state. We compared two small molecule workflows for human iPSC maturation into motor neurons: a rapid direct protocol (diMN protocol) and an extended protocol (purMN protocol), with both protocols matched for 20 days in maturation medium. While the diMN protocol generated mixed neural cultures, the purMN protocol provided cultures with greater motor neuron enrichment, stronger caudal spinal identity, broader synaptic and cholinergic programs, and reduced progenitor-associated signatures. By extending the purMN protocol to 32 days in maturation media, cultures developed reinforced spinal, postsynaptic, presynaptic, calcium-signaling, and cholinergic features. Across four independent reference frameworks, deconvolution aligned diMN cultures with anterior and progenitor-associated states and purMN cultures with spinal and post-mitotic states. In a microfluidic co-culture system, purMNs formed denser, more highly branched distal neurite networks and produced more innervated acetylcholine receptor clusters compared to diMNs. Revealing how purity and maturation jointly define the transcriptomic and structural state of human iPSC-derived spinal motor neuron cultures will help the field choose optimal models for studies of neurodevelopment and neurodegenerative diseases.
Przybyla, W.; Gupta, S.; Fjerdingstad, H. B.; Selnes, P.; Sharma, K.
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We report the generation and characterization of a human induced pluripotent stem cell (iPSC) line derived from dermal fibroblasts of a patient with Skogholt disease, a rare maternally inherited neurodegenerative syndrome associated with choroid plexus dysfunction and impaired cerebrospinal fluid (CSF) homeostasis. Patient fibroblasts were reprogrammed using the non-integrating Repro-OSKGM kit. The resulting iPSC line exhibited typical pluripotent morphology, expressed canonical pluripotency markers, maintained a normal karyotype, retained the disease-associated genetic variant, was mycoplasma-free, and demonstrated trilineage differentiation potential. We also made choroid plexus (ChP) like organoids from the generated iPSCs. This patient-specific iPSC line provides a valuable resource for generating choroid plexus organoids and neurons to investigate disease mechanisms and develop therapeutic strategies.
Paul, A.; Tom, H.; Merchant, S.; Phan, J.; Lemoff, A.; Mathews, T. P.; Karner, C. M.; Hoxaj, G.; Zhao, Z.; Morrison, S. J.
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Glutathione is a redox buffer, best known for preventing oxidative stress and ferroptosis, but rarely studied in stem cells. We studied glutathione function in hematopoietic stem cells (HSCs) by deleting the glutamate-cysteine ligase catalytic subunit (GCLC), which synthesizes glutathione, or glutathione peroxidase 4 (GPX4), which employs glutathione to prevent ferroptosis. GCLC deficiency eliminated glutathione from hematopoietic cells, severely impairing HSC function and hematopoiesis. In contrast, GPX4 deficiency did not affect HSC function and had little effect on hematopoiesis, even after vitamin E depletion, suggesting glutathione has ferroptosis-independent functions in HSCs. Consistent with this, GCLC deficiency increased reactive oxygen species levels in hematopoietic cells. But treatment with antioxidants or ferroptosis inhibitors gave little or no rescue of HSC function despite reducing ROS levels. Rather, GCLC-deficient, but not GPX4-deficient, HSCs exhibited unfolded protein accumulation, proteostatic stress, and cell death marked by elevated p53 levels and Annexin V staining. Deficiency for p53 prolonged the function of GCLC-deficient HSCs after transplantation. Glutathione is thus necessary in HSCs for proteostasis but may be dispensable for ferroptosis inhibition in vivo.
Sanaki, Y.; Shigenobu, S.; Niwa, R.
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In silico perturbation (ISP) enables virtual genetic screens, prioritizing candidate regulators before costly wet-lab experiments. However, applying foundation models requires programming expertise. Here, we present the ISP Platform, that automates ISP powered by Geneformer without code execution. The platform enables cross-species analyses by independently selecting input species and human or mouse Geneformer models. The platform also implements sequential multi-gene ISP, in which each perturbation chains from the cell state produced by the preceding step. Using induced pluripotent stem cell (iPSC) datasets, the platform successfully performed cross-species analysis of human and mouse single cell-RNA (scRNA)-seq data. Screening all 24 permutations of the Yamanaka factors identified an optimal overexpression sequence that produced the highest shift toward the pluripotent state. Genome-wide knockdown screens prioritized key pluripotency regulators but revealed an asymmetric cross-species concordance. The human model effectively captured mouse pluripotency programs, whereas applying the mouse model to human cells yielded predominantly translation-related terms. Furthermore, a targeted pairwise overexpression screen nominated candidate modulators of the primed-to-naive transition beyond the conventional NANOG and KLF2 benchmark. Together, the ISP Platform provides a unified, accessible framework for three dimensions of in silico perturbation (cross-species, sequential, and multi-gene) to guide focused experimental validation and reduce exploratory animal use.
Burclaff, J.; Breau, K.; Chi, L. T.; DeLoach, W.; Amare, E. A.; Cooper, L.; Walcott, V.; Hinesley, C.; Dixit, M.; Chen, K.; Meyer, M.; Sweet, C.; Walker, D.; Bliton, R. J.; Tang, C. Y.; Magness, S. T.
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Background & Aims Dynamic cell cycle control is critical for intestinal crypt maintenance and injury responses, yet genetic regulators driving these changes remain poorly defined. As reserve intestinal stem cells (rISCs) are often considered to be slowly-cycling and can resist replication-dependent injury, factors that restrain proliferation may confer cytoprotection. Here, we define SOX9 as a regulator of intestinal stem cell (ISC) cycling and injury resistance. Methods Primary human ISCs were engineered to tune SOX9 levels, visualize cell cycle state, and manipulate cell cycle regulators. Using this system, we tested how SOX9 dosage impacts stemness, differentiation, proliferative recovery after SOX9 washout, and survival after 5-FU-mediated injury. Transcriptional analyses identified candidate links between SOX9 levels and cell cycle control, which were functionally tested using inducible INK4A (CDKN2A) and Cyclin D2 (CCND2) ISC lines. Results SOX9 induction lengthens the cell cycle in a dose-dependent manner largely by elongating G1 phase through the INK4A-Rb pathway. The effects of high SOX9 levels repressing proliferation and stem cell activity are reversible. SOX9 induction protects against 5-FU toxicity. This protection is mimicked by INK4A overexpression or pharmacological G1 phase arrest and repressed by CCND2 induction. Conclusions These findings identify SOX9-mediated G1 elongation as a reversible cytoprotective program that confers key functional properties associated with rISCs: proliferative restraint, retained stem cell potential, and resistance to replication-dependent injury. This positions G1 length as a potential determinant of which crypt cells survive injury to act as reserve stem cells.
Valenzano, R.; Lu, X.; Mulder, A. A.; van Dijk, E. H. C.; Koning, R. I.; Goncalves, M. A. F. V.; Wijnholds, J.
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Development of gene therapies for USH2A-associated diseases has been limited by the large size of the USH2A coding sequence, which exceeds the packaging capacity of adeno-associated viral vectors. Here, we evaluated high-capacity adenoviral vectors (HC-AdVs) as vehicles for a mutation-independent USH2A gene supplementation strategy in USH2A human retinal organoids. First, we generated human induced pluripotent stem cell (hiPSC) lines carrying a nonsense mutation in USH2A exon-61 (61KO). Similarly to our previously established exon-13 knockout model (13KO), 61KO hiPSC-derived retinal organoids showed reduced levels of usherin and its interacting proteins, adhesion G protein-coupled receptor V1 (ADGRV1), and whirlin, at the photoreceptor connecting cilium. Delivery of a HC-AdV5 encoding full-length USH2A under the control of the photoreceptor-specific human rhodopsin kinase (hGRK1) promoter restored usherin expression and promoted re-localization of ADGRV1 and whirlin to their physiological sites at the connecting cilium in 13KO and 61KO photoreceptors. Unexpectedly, usherin expression was also observed within mutant Muller glial cells. These findings provide proof-of-concept that HC-AdV5-mediated delivery of full-length USH2A can successfully promote the rescue of usherin and relocate its interacting partners in USH2A-defective retinal organoids, demonstrating its potential as a variant-independent therapeutic approach for inherited retinal disorders caused by USH2A mutations.