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Application of the Theory of Constraints to Radiology

Radiology throughput isn’t about doing more; it’s about fixing the bottleneck. Apply the Theory of Constraints to the imaging workflow to identify true rate-limiters and target high-impact process improvements in a resource-strained environment.


Applying the theory of constraints to the radiology workflow allows identification of constraints for more targeted and higher-yield process improvement projects to increase system throughput.

Applications of Spatial Transcriptomics in Ischemic Stroke Research

Acute ischemic stroke is a complex disorder in which the damage goes beyond neuronal loss and involves dynamic responses from glial, vascular, stromal, and immune cells. Spatial transcriptomics (ST) has become a powerful tool to study these processes by preserving tissue architecture while revealing detailed gene expression patterns. This review describes how ST has advanced the understanding of cellular changes after stroke, focusing on microglia, astrocytes, and oligodendrocytes to showcase the complexity of stroke pathobiology.

Windows Update gets new controls to reduce forced restarts

Microsoft is rolling out Windows Update improvements that give users more control over how updates are installed while reducing disruption from frequent or poorly timed restarts.

The company says the improvements are now rolling out to Windows Insiders, following user feedback that highlighted two key issues: updates are disrupting workflows, and there is a lack of control over when they are installed.

“We are continually reading the feedback submitted about the Windows update experience. Personally, I’ve had the opportunity to read over 7,621 direct verbatims over the last few months,” explains Microsoft’s Aria Hanson.

Identifying High-Risk Smoldering Multiple Myeloma for Early Intervention

In a cohort study comparing high-risk definitions for smoldering multiple myeloma (#SMM), the AQUILA trial criteria was assessed against the 2/20/20 risk model.

The AQUILA criteria classified approximately 3 times more individuals as high-risk versus the 2/20/20 model, but included a substantial group with lower progression risk.

The 2/20/20 model more precisely identified a smaller group of individuals with higher risk of progression, supporting its use to target early intervention for those most likely to benefit.


This cohort study compares the AQUILA trial inclusion criteria and the 2/20/20 risk stratification model definitions for identifying individuals with smoldering multiple myeloma at high risk of progression.

Autoinhibitory control of MLKL governs pseudokinase domain phosphorylation and oligomerization during necroptosis

The current model of necroptosis assumes that MLKL’s N-terminal cytotoxic domain is unleashed from autoinhibition concurrent with phosphorylation by RIPK3. Here, Pan and Abbott show that inhibition of MLKL’s N terminus abolishes phosphorylation by RIPK3 whereas removal or relieving autoinhibition between the N-terminal and intermediate domains promotes its phosphorylation.

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