- Book Chapter
- 10.1016/b978-0-443-36412-9.00002-9
Artificial intelligence in sensor technology
- Jan 01, 2026
- P Suveetha Dhanaselvam + 5 more +5
Publications from 2021 to 2026
Showing 10 of 308 papers
Artificial intelligence in sensor technology
A spatial atlas of the complement system uncovers unique expression patterns in postnatal brain development in mice
Recent studies have found non-immunological roles of the classical complement pathway (CP) in brain development and its involvement in neuropsychiatric and neurodegenerative diseases. However, multiple complement activation pathways exist beyond the CP, but their expression and function remain poorly understood in the brain. Using MERFISH, we constructed a comprehensive spatial transcriptomic atlas of the complement system in mouse brains from late embryonic stage to adulthood. Here we show that most complement genes are expressed locally with a remarkable degree of cellular, spatial, and temporal heterogeneity and that complement regulatory mechanisms are distinct from the periphery. Beyond confirming the known expression of the CP, our measurements reveal endogenous expression of the alternative pathway (AP), notably the AP activator Masp3 in immature brains. Masp3 deficiency alters molecular structure of the brain and causes working spatial memory defects, indicating a role of Masp3 in brain maturation, potentially via modulation of AP activity.
Read moreAstrocytes in the glioblastoma tumor microenvironment.
Participation of Women in Cardiovascular Trials From 2017 to 2023
Cardiovascular (CV) disease is the leading cause of death globally for both men and women, yet women remain historically underrepresented in CV clinical trials, despite facing a disproportionately high burden of morbidity and mortality in many forms of CV disease. To determine the representation of women across a broad range of CV trials. The participation of women in CV trials registered on ClinicalTrials.gov from 2017 to 2023 was systematically determined through the extraction of publicly available information. Data were extracted to identify the country of study, disease type, trial size, clinical intervention, and age of the participants. The proportion of women and the ratio of number of female to male participants (F:M ratio) were calculated for each trial. The women's participation:prevalence ratio (PPR) was estimated for each trial based on the relative prevalence of the disease by sex in the specified region. A total of 1079 registered CV trials were identified, including 1 396 104 participants, of whom 571 641 (41.0%) were women. The F:M ratio was significantly lower for studies on arrhythmia (median [IQR], 0.5), coronary heart disease (median [IQR], 0.39 [0.33-0.70]), acute coronary syndrome (median [IQR], 0.32 [0.24-0.51]), and heart failure (median [IQR], 0.51 [0.32-0.87]) but higher for obesity (median [IQR], 1.44 [1.08-4.50]) and pulmonary hypertension (median [IQR], 2.86 [1.50-3.97]) trials. The F:M ratio was higher for trials on lifestyle interventions (median [IQR], 1.51 [0.77-3.24]) than for drug trials. PPRs were low for clinical trials on coronary heart disease (median [IQR], 0.66 [0.50-0.86]), acute coronary syndrome (median [IQR], 0.79 [0.51-0.87]), and stroke (median [IQR], 0.74 [0.61-0.95]). Representation of women in CV trials varied by disease state, region, intervention, and sponsor type. These findings highlight both progress and persistent challenges in representation of women within CV trials. These gaps not only limit the generalizability of trial outcomes but also perpetuate inequities in evidence-based care for women with CV conditions.
Read moreDepletion of extracellular asparagine impairs self-reactive T cells and ameliorates autoimmunity in a murine model of multiple sclerosis
Amino acids play critical roles in the activation and function of lymphocytes. Here we show that the non-essential amino acid, asparagine, is essential for optimal activation and proliferation of CD4+ T cells. We demonstrate that asparagine depletion at different time points after CD4+ T cell activation reduces mitochondrial membrane potential and function. Furthermore, asparagine depletion at specific time points during CD4+ T cell differentiation reduces cytokine production in multiple CD4+ T cell subsets. In an adoptive transfer model of experimental autoimmune encephalomyelitis (EAE), myelin oligodendrocyte-specific pathogenic T helper 17 cells differentiated under Asn-deficient conditions exhibited reduced encephalitogenic potential and attenuated EAE severity. In a model of EAE induced by active immunization, therapeutic depletion of extracellular Asn significantly reduced disease severity. These results identify asparagine as a key metabolic regulator of the pathogenicity of autoreactive CD4+ T cells and suggest that targeting asparagine metabolism may be a novel therapeutic strategy for autoimmunity.
Read moreAnalytical ultracentrifugation
Studying C9orf72 dipeptide repeat polypeptide aggregation using an analytical ultracentrifuge equipped with fluorescence detection
Clinical Screening and Assessment Considerations for Comorbid Substance Use Disorders in Adolescents With Mood Disorders
Although prevalence rates of substance use in adolescence have remained steady or declined in recent years, there is a concerning increase in overdose deaths in the last decade. Given the significant burden associated with substance use disorders, systematic screening and assessment are important to identify substance use risk and diagnose substance use disorders. Youth with mood disorders are at an increased risk of developing a substance use disorder. Understanding risk factors is critical to effective screening and assessment as well as early identification and intervention. In the present review, we discuss current research on risk factors of comorbid substance use disorders in youth with mood disorders and provide a brief review of commonly used screening and assessment tools for use with adolescents. Finally, we conclude with considerations for next steps following screening and assessment of comorbid substance use disorders in youth with mood disorders. [ Psychiatr Ann. 2024;54(9):e248–e252.]
Read moreAuthor Correction: Comprehensive mutational scanning of EGFR reveals TKI sensitivities of extracellular domain mutants
Check for updates nature communications (2024) 15:3273 | 1 1234567890():,; 1234567890():,;
High-speed computational multiphoton imaging through scattering media
We present a novel approach to achieve high-speed depth-resolved two-photon imaging through the development of a deep-learning-based temporal-focusing two-photon microscope utilizing the De-scattering with Excitation Patterning (DEEP) method, referred to as DEEP-Line. DEEP-Line incorporates a line-scanning scheme, widefield detection utilizing a high-speed Silicon Photomultiplier array, and employs deep-learning-based image reconstruction. The performance of our system is validated using diverse biological samples. Our imaging method achieves orders of magnitude improvement in speed by reducing excitation patterns to several tens and employing MHz parallel detections. Furthermore, our approach can enable fluorescence lifetime imaging and enhances axial resolution.
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