From Analysis:
Digital biomarkers and AI-driven early detection of neurodegeneration
Can speech, gait, retinal imaging, sleep, and smartphone data detect neurodegeneration 5-10 years before diagnosis?
These hypotheses emerged from the same multi-agent debate that produced this hypothesis.
Molecular Mechanism and Rationale
The blood-brain barrier (BBB) and blood-retinal barrier (BRB) share fundamental structural and functional similarities, particularly in their reliance on pericyte-endothelial cell interactions to maintain vascular integrity. This hypothesis centers on the critical role of pericyte dysfunction as a convergent mechanism underlying neurodegenerative diseases, with particular focus on the platelet-derived growth factor receptor beta (PDGFRB) and angiopoietin-1 (ANGPT1) signaling pathways. Pericytes, contractile cells that wrap around capillary endothelial cells, are essential for maintaining vascular stability through multiple molecular mechanisms.
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Although some patients with fulminant myocarditis can be rescued owing to the improvements in mechanical circulatory support therapy, there are few reports providing evidence of cardiac rehabilitation during mechanical circulatory supports, particularly among pediatric patients. We treated two pediatric patients who underwent aggressive cardiac rehabilitation during mechanical support. Five days after the initiation of extracorporeal membrane oxygenation therapy aggressive cardiac rehabilitation was started in a 10-year-old girl with fulminant myocarditis. After explantation of the device, she was discharged on postoperative day 23. A 6-year-old girl with fulminant myocarditis started receiving cardiac rehabilitation two days after the initiation of an extracorporeal left ventricular assist device, despite having hemiplegia due to a recent broad stroke. She achieved an exercise capacity of supported walking for 280 meters after 127 days of cardiac rehabilitation and then went abroad to
The diversity and complexity of the human brain are widely assumed to be encoded within a constant genome. Somatic gene recombination, which changes germline DNA sequences to increase molecular diversity, could theoretically alter this code but has not been documented in the brain, to our knowledge. Here we describe recombination of the Alzheimer's disease-related gene APP, which encodes amyloid precursor protein, in human neurons, occurring mosaically as thousands of variant 'genomic cDNAs' (gencDNAs). gencDNAs lacked introns and ranged from full-length cDNA copies of expressed, brain-specific RNA splice variants to myriad smaller forms that contained intra-exonic junctions, insertions, deletions, and/or single nucleotide variations. DNA in situ hybridization identified gencDNAs within single neurons that were distinct from wild-type loci and absent from non-neuronal cells. Mechanistic studies supported neuronal 'retro-insertion' of RNA to produce gencDNAs; this process involved trans
During navigation, rodents continually sample the environment with their whiskers. How locomotion modulates neuronal activity in somatosensory cortex, and how it is integrated with whisker-touch remains unclear. Here, we compared neuronal activity in layer 2/3 (L2/3) and L5 of barrel cortex using calcium imaging in mice running in a tactile virtual reality. Both layers increase their activity during running and concomitant whisking, in the absence of touch. Fewer neurons are modulated by whisking alone. Whereas L5 neurons respond transiently to wall-touch during running, L2/3 neurons show sustained activity. Consistently, neurons encoding running-with-touch are more abundant in L2/3 and they encode the run-speed better during touch. Few neurons across layers were also sensitive to abrupt perturbations of tactile flow during running. In summary, locomotion significantly enhances barrel cortex activity across layers with L5 neurons mainly reporting changes in touch conditions and L2/3 ne
BACKGROUND: Osteogenesis and angiogenesis are important for bone fracture healing. Irisin is a muscle-derived monokine that is associated with bone formation. METHODS: To demonstrate the effect of irisin on bone fracture healing, closed mid-diaphyseal femur fractures were produced in 8-week-old C57BL/6 mice. Irisin was administrated intraperitoneally every other day after surgery, fracture healing was assessed by using X-rays. Bone morphometry of the fracture callus were assessed by using micro-computed tomography. Femurs of mice from each group were assessed by the three-point bending testing. Effect of irisin on osteogenic differentiation in mesenchymal stem cells in vitro was evaluated by quantitative real-time polymerase chain reaction (qRT-PCR), alkaline phosphatase staining and alizarin red staining. Angiogenesis of human umbilical vein endothelial cells (HUVECs) were evaluated by qRT-PCR, migration tests, and tube formation assays. RESULTS: Increased callus formation, mineraliza
BACKGROUND: Extracellular vesicles derived from pericytes (PCEVs) have been shown to improve vascular permeability, with their therapeutic effects attributed to the presence of pro-regenerative molecules. We hypothesized that angiopoietin 1 (Angpt1) carried by PCEVs contributes to their therapeutic effects after sepsis. METHODS: A cecal ligation and puncture (CLP)-induced sepsis rat model was used in vivo, and the effects of PCEVs on vascular endothelial cells were studied in vitro. First, proteomic and Gene Ontology enrichment analyses were performed to analyze the therapeutic mechanism of PCEVs, revealing that the angiogenesis-related protein Angpt1 was highly expressed in PCEVs. We then down-regulated Angpt1 in PCEVs. The role of PCEV-carried Angpt1 on intestinal barrier function, PCs recruitment, and inflammatory cytokines was measured by using septic Sprague-Dawley rats and platelet-derived growth factor receptor beta (PDGFR-β)-Cre + mT/mG transgenic mice. RESULTS: PCEVs significa
The stimulator of interferon genes (STING) signaling pathway is a critical link between innate and adaptive immunity, and induces anti-tumor immune responses. STING is expressed in vasculatures, but its role in tumor angiogenesis has not been elucidated. Here we investigated STING-induced tumor vascular remodeling and the potential of STING-based combination immunotherapy. Endothelial STING expression was correlated with enhanced T-cell infiltration and prolonged survival in human colon and breast cancer. Intratumoral STING activation with STING agonists (cGAMP or RR-CDA) normalized tumor vasculatures in implanted and spontaneous cancers, but not in STING-deficient mice. These were mediated by upregulation of type I/II interferon genes and vascular stabilizing genes (e.g., Angpt1, Pdgfrb, and Col4a). STING in non-hematopoietic cells is as important as STING in hematopoietic cells to induce a maximal therapeutic efficacy of exogenous STING agonist. Vascular normalizing effects of STING
Polycystic ovary syndrome (PCOS) is the most common endocrinological pathology among women of reproductive age, and is characterized by abnormalities in ovarian angiogenesis, among other features. Consistent with this association, follicular fluid (FF) concentration and ovarian expression of vascular endothelial growth factor (VEGF) are increased in PCOS patients. In this study, we examined the protein levels of platelet-derived growth factor (PDGF) BB and DD (PDGFBB and PDGFDD), angiopoietin 1 and 2 (ANGPT1 and ANGPT2), and their soluble receptor sTIE2 in FF from PCOS and control patients undergoing assisted reproductive techniques. We also analyzed the effect of FF from PCOS and control patients on tight and adherens junction protein expression in an endothelial cell line. PDGFBB and PDGFDD were significantly lower whereas ANGPT1 concentration was significantly higher in FF from PCOS patients than from control patients. No changes were found in the concentration of ANGPT2 or sTIE2. E
Interactions between endothelial cells (ECs) and perivascular mural cells (MCs) via signaling molecules or physical contacts are implicated both in vascular remodeling and maintenance of vascular integrity. However, it remains unclear how MCs regulate the morphogenic activity of ECs to form an organized vascular architecture, comprising distinct artery, vein, and capillary, from a simple mesh-like network. A clear elucidation of this question requires an experimental model system in which ECs are separated from MCs and yet form vascular structures. Here we report that injection of an antagonistic mAb against PDGFR-beta into murine neonates provides such an experimental system in the retina by completely blocking MC recruitment to developing vessels. While a vascular network was formed even in the absence of MCs, it was poorly remodeled and leaky. Using this vascular system ideal for direct assessment of the activities of MC-derived molecules, we show that addition of recombinant modifi
Glioblastoma (GBM) is a highly malignant astrocytic tumor characterized by marked heterogeneity and therapeutic resistance. Cancer stem-like cells (CSCs) drive recurrence within specialized microenvironments, such as perivascular niches. Glioblastoma stem cells have been considered to interact with surrounding stromal cells, including astrocytes. To investigate these cell communications, we used a co-culture system of glioblastoma KMG4 cells and immortalized human astrocytes (NHA-TS) on hydrogels. Co-culture on hydrogel induced stemness- and epithelial-mesenchymal transition-related genes. Glioblastoma- and astrocyte-derived extracellular vesicles (EVs) were incorporated into reciprocal cells. NHA-TS-derived EVs regulated stemness of KMG4 cells, whereas KMG4-derived EVs increased expression of vascular development-related genes, such as THBS1 and ANGPT1 in astrocytes. Proteomic analysis identified COL1A1 and THBS1 in KMG4 and NHA-TS co-culture EVs. Spatial transcriptomic analysis of hu
OBJECTIVE: To examine the reciprocal longitudinal associations between depression or anxiety with work-related injury (WRI) at a large employer in the southwestern United States. METHOD: Three administrative datasets (2011-2013) were merged: employee eligibility, medical and prescription claims, and workers' compensation claims. The sample contained 69 066 active employees. Depression and anxiety were defined as episodes of medical visits care (ie, claims) with corresponding ICD-9-CM codes. For an individual's consecutive claims, a new case of depression or anxiety was defined if more than 8 weeks have passed since the prior episode. The presence of a workers' compensation injury claim was used to identify WRI. Three-wave (health plan years 2011 or T1, 2012 or T2, and 2013 or T3) autoregressive cross-lagged models were used to estimate whether depression or anxiety predicted WRI, also if WRI predicted depression or anxiety in the following year(s). RESULTS: Depression predicted injury
In this issue of Molecular Cell, Gao et al. (2012) show that the glycolytic enzyme PKM2, in its dimeric form, possesses protein kinase activity and phosphorylates STAT3 in the nucleus, thereby driving expression of genes that promote transformation.
Molecular dynamics (MD) simulations are well positioned to elucidate the aspects of electrospray ionization (ESI) and high-energy collision dissociation (HCD), as well as give insight into processes that involve neutral species that cannot be observed experimentally in ESI, HCD, and collision-induced dissociation (CID). Here, we utilize temperature dissociation molecular dynamics (TDMD) to model the HCD/CID of lithium formate clusters carrying a single positive charge. These simulations successfully reproduce the experimental ESI HCD spectra of lithium formate solutions and also support the existence of magic number clusters (MNCs) that have been observed. The simulations also provide strong evidence that the main fragmentation channel of such clusters involves neutral (LiHCOO)2 dimers.
T-cell acute lymphoblastic leukemia (T-ALL) and T-cell lymphoblastic lymphoma (T-LBL) are rare aggressive hematologic malignancies. Current treatment consists of intensive chemotherapy leading to 80% overall survival but is associated with severe toxic side effects. Furthermore, 10-20% of patients still die from relapsed or refractory disease providing a strong rationale for more specific, targeted therapeutic strategies with less toxicities. Here, we report a novel MYH9::PDGFRB fusion in a T-LBL patient, and demonstrate that this fusion product is constitutively active and sufficient to drive oncogenic transformation in vitro and in vivo. Expanding our analysis more broadly across T-ALL, we found a T-ALL cell line and multiple patient-derived xenograft models with PDGFRB hyperactivation in the absence of a fusion, with high PDGFRB expression in TLX3 and HOXA T-ALL molecular subtypes. To target this PDGFRB hyperactivation, we evaluated the therapeutic effects of a selective PDGFRB inhibitor, CP-673451, both in vitro and in vivo and demonstrated sensitivity if the receptor is hyperactivated. Altogether, our work reveals that hyperactivation of PDGFRB is an oncogenic driver in T-ALL/T-LBL, and that screening T-ALL/T-LBL patients for phosphorylated PDGFRB levels can serve as a biomarker for PDGFRB inhibition as a novel targeted therapeutic strategy in their treatment regimen.
Crenolanib (CP-868,596), a potent inhibitor of FLT3 and PDGFRα/β, is currently under phase III clinical investigation for the treatment of acute myeloid leukemia. However, the protein targets of Crenolanib in cancer cells remain obscure, which results in difficulties in understanding the mechanism of actions and side effects. To alleviate this issue, in this study, a photoaffinity probe and two fluorescent probes were created based on Crenolanib, followed by competitive protein profiling and bioimaging studies, with the aim of characterizing the cellular targets. A series of unknown protein hits, such as MAPK1, SHMT2, SLC25A11, and HIGD1A, were successfully identified by means of pull-down/LC-MS/MS; these might provide valuable clues for understanding drug action and potential toxicities. Moreover, the fluorescent probes are suitable for imaging drug distribution at the single-cell level.
Nilotinib and imatinib are tyrosine kinase inhibitors (TKIs) used in the treatment of chronic myeloid leukemia (CML) and gastrointestinal stromal tumors (GIST). In vitro, imatinib and nilotinib inhibit osteoclastogenesis, and in patients they reduce levels of bone resorption. One of the mechanisms that might underlie these effects is an increase in the production of osteoprotegerin (OPG). In the current work we report that platelet-derived growth factor receptor beta (PDGFRβ) signaling regulates OPG production in vitro. In addition, we have shown that TKIs have effects on RANKL signaling through inhibition of the PDGFRβ and other target receptors. These findings have implications for our understanding of the mechanisms by which TKIs affect osteoclastogenesis, and the role of PDGFRβ signaling in regulating osteoclastogenesis. Further studies are indicated to confirm the clinical effects of PDGFRβ-inhibitors and to elaborate the intracellular pathways that underpin these effects.
Description: Digital biomarkers revealing disrupted sleep-wake cycles and motor fluctuations indicate circadian dysregulation occurring years before clinical diagnosis. Precisely timed administration of autophagy enhancers and proteasome activators during optimal circadian windows could amplify endogenous protein clearance mechanisms. This approach leverages the natural circadian regulation of gly
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| ⚖ | Recalibrated | $0.542 | ▼ 1.0% | 2026-04-10 15:58 | |
| ⚖ | Recalibrated | $0.548 | ▲ 1.2% | 2026-04-10 15:53 | |
| ⚖ | Recalibrated | $0.541 | ▲ 5.0% | 2026-04-08 18:39 | |
| ⚖ | Recalibrated | $0.515 | ▲ 6.7% | 2026-04-06 04:04 | |
| ⚖ | Recalibrated | $0.483 | ▼ 1.0% | 2026-04-04 16:38 | |
| ⚖ | Recalibrated | $0.488 | ▲ 1.0% | 2026-04-04 16:02 | |
| 📄 | New Evidence | $0.483 | ▲ 1.3% | evidence_batch_update | 2026-04-04 09:08 |
| ⚖ | Recalibrated | $0.477 | ▼ 0.7% | 2026-04-04 01:39 | |
| ⚖ | Recalibrated | $0.480 | ▼ 4.4% | 2026-04-03 23:46 | |
| ⚖ | Recalibrated | $0.503 | ▼ 8.2% | 2026-04-02 21:55 | |
| ⚖ | Recalibrated | $0.548 | ▲ 12.6% | market_recalibrate | 2026-04-02 19:14 |
| 💬 | Debate Round | $0.487 | ▲ 1.7% | debate_engine | 2026-04-02 17:18 |
| 📄 | New Evidence | $0.479 | ▼ 4.0% | market_dynamics | 2026-04-02 17:18 |
| 📊 | Score Update | $0.499 | ▲ 0.9% | market_dynamics | 2026-04-02 13:17 |
| 📄 | New Evidence | $0.494 | ▼ 8.7% | evidence_update | 2026-04-02 11:37 |
Molecular pathway showing key causal relationships underlying this hypothesis
graph TD
PDGFRB_ANGPT1["PDGFRB/ANGPT1"] -->|associated with| neurodegeneration["neurodegeneration"]
CLOCK_ULK1["CLOCK/ULK1"] -->|co associated with| PDGFRB_ANGPT1_1["PDGFRB/ANGPT1"]
DRD2_SNCA["DRD2/SNCA"] -->|co associated with| PDGFRB_ANGPT1_2["PDGFRB/ANGPT1"]
NR3C1_CRH_TNFA["NR3C1/CRH/TNFA"] -->|co associated with| PDGFRB_ANGPT1_3["PDGFRB/ANGPT1"]
FOXP3_TGFB1["FOXP3/TGFB1"] -->|co associated with| PDGFRB_ANGPT1_4["PDGFRB/ANGPT1"]
PDGFRB_ANGPT1_5["PDGFRB/ANGPT1"] -->|co associated with| PPARGC1A_PRKAA1["PPARGC1A/PRKAA1"]
CHR2_BDNF["CHR2/BDNF"] -->|co associated with| PDGFRB_ANGPT1_6["PDGFRB/ANGPT1"]
style PDGFRB_ANGPT1 fill:#ce93d8,stroke:#333,color:#000
style neurodegeneration fill:#ef5350,stroke:#333,color:#000
style CLOCK_ULK1 fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_1 fill:#ce93d8,stroke:#333,color:#000
style DRD2_SNCA fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_2 fill:#ce93d8,stroke:#333,color:#000
style NR3C1_CRH_TNFA fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_3 fill:#ce93d8,stroke:#333,color:#000
style FOXP3_TGFB1 fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_4 fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_5 fill:#ce93d8,stroke:#333,color:#000
style PPARGC1A_PRKAA1 fill:#ce93d8,stroke:#333,color:#000
style CHR2_BDNF fill:#ce93d8,stroke:#333,color:#000
style PDGFRB_ANGPT1_6 fill:#ce93d8,stroke:#333,color:#000
neurodegeneration | 2026-04-01 | completed