An Automated Method to Quantify Microglia Morphology and Application to Monitor Activation State Longitudinally In Vivo

Microglia are specialized immune cells of the brain. Upon insult, microglia initiate a cascade of cellular responses including a characteristic change in cell morphology. To study the dynamics of microglia immune response in situ, we developed an automated image analysis method that enables the quantitative assessment of microglia activation state within tissue based solely on cell morphology. Per cell morphometric analysis of fluorescently labeled microglia is achieved through local iterative threshold segmentation, which reduces errors caused by signal-to-noise variation across large volumes. We demonstrate, utilizing systemic application of lipopolysaccharide as a model of immune challenge, that several morphological parameters, including cell perimeter length, cell roundness and soma size, quantitatively distinguish resting versus activated populations of microglia within tissue comparable to traditional immunohistochemistry methods. Furthermore, we provide proof-of-concept data that monitoring soma size enables the longitudinal assessment of microglia activation in the mouse neocortex imaged via 2-photon in vivo microscopy. The ability to quantify microglia activation automatically by shape alone allows unbiased and rapid analysis of both fixed and in vivo central nervous system tissue

Frequent attendance and the concordance between PHQ screening and GP assessment in the detection of common mental disorders

International audienceOBJECTIVE:Frequent Attenders (FAs) have high rates of both common mental disorders (CMD) and physical disorders, partly justifying this service use behaviour. This study examines both case and non-case concordance between CMDs as estimated by a self-report screening questionnaire and as rated by the general practitioner (GP), in FAs compared to Other Attenders (OAs).METHODS:2275 patients of an overlapping sample of 55 GPs from 2 surveys performed 10 years apart, completed in the waiting room the Patient Health Questionnaire (PHQ) and Client Service Receipt Inventory on 6-month service use. For each patient, the GP rated mental health on a 0-4 scale, with a clear indication that scores of 2 and above referred to caseness. PHQ-CMDs included major and other depressive, anxiety, panic, and somatoform disorders, identified using the original PHQ DSM-IV criteria-based algorithms. FA was defined as the top 10% of attenders in age, sex and survey-year stratified subgroups.RESULTS:FAs had higher rates of PHQ-CMDs (42% versus 23% for OAs, p < .0001). They reported more personal and social problems, disability and had higher GP-rated physical illness. Survey-day antidepressant/anxiolytic medication prescription was higher for FAs (p < .0001), with (p = .02) but also without a CMD (p < .0001). Both GP/PHQ case and non-case concordance differed between FAs and OAs, with a non-case concordance odds ratio of 0.5 (95% CI: 0.3-0.7, p = .001) for FAs compared to OAs.CONCLUSION:Despite a greater likelihood of GPs detecting CMDs in FAs, our findings suggest a potential risk of 'over-detection' of patients not reaching CMD threshold criteria among FAs

Magnetic Resonance Imaging of Monocytes Labeled with Ultrasmall Superparamagnetic Particles of Iron Oxide Using Magnetoelectroporation in an Animal Model of Multiple Sclerosis

Infiltrated monocytes play a crucial role in the demyelination process during multiple sclerosis (MS), an inflammatory disease of the central nervous system (CNS). Still, methods to monitor their infiltration pattern over time are lacking. In this study, magnetoelectroporation (MEP) was used to label rat monocytes with the superparamagnetic iron oxide particles Sinerem, Endorem, and Supravist. Supravist-labeled monocytes were injected in rats that we induced with experimental autoimmune encephalomyelitis, a model for MS. Imaging at 4.7 and 9.4 T revealed multiple foci of decreased signal intensity predominantly located in the cerebellum. Immunohistochemical evaluation confirmed the presence of intracellular iron in infiltrated cells, indicating the suitability of MEP to specifically follow labeled monocytes in vivo in this disease model. This technique may be further optimized and potentially used in MS patients to assess monocyte migration into the brain and to monitor the efficacy of therapeutic agents aimed at blocking cellular migration into the CNS