Articles: cations.
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Introduction: Unplanned intensive care unit (ICU) admissions are associated with increased morbidity and mortality. This study uses interpretable machine learning to predict unplanned ICU admissions for initial nonoperative trauma patients admitted to non-ICU locations. Methods: TQIP (2020-2021) was queried for initial nonoperative adult patients admitted to non-ICU locations. ⋯ Dependency plots showed greater SHAP values for greater ISS, age, and presence of comorbidities. Conclusions: Machine learning may outperform prior attempts at predicting the risk of unplanned ICU admissions in trauma patients while identifying unique predictors. Despite this progress, further research is needed to improve predictive performance by addressing class imbalance limitations.
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Anesthesia and analgesia · Feb 2025
Interhemispheric and Corticothalamic White-Matter Dysfunction Underlies Affective Morbidity and Impaired Pain Modulation in Chronic Pain.
Although patients with chronic pain show behavioral signs of impaired endogenous pain modulation, responsible cerebral networks have yet to be anatomically delineated. We used diffusion tensor imaging (DTI) to examine the white-matter alterations in patients with chronic pain compared with healthy subjects. We further measured thermal pain modulatory responses using the offset analgesia (OA) paradigm. We tested whether the white-matter indices be associated with psychophysical parameters reflecting morbidity and modulatory responses of pain in patients, and whether they could serve as diagnostic biomarkers of chronic pain. ⋯ Patients with chronic pain showed dysfunction of the white matter concerned with interhemispheric communication of sensorimotor information as well as descending corticothalamic modulation of pain in association with affective morbidity and altered temporal dynamics of pain perception. We suggest that an impaired interhemispheric modulation of pain, through the corpus callosum, might be a novel cerebral mechanism in chronification of pain.
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Chronic kidney disease (CKD)-related vascular calcification (VC) is a common degenerative phenomenon of the vessel wall and its pathological basis is the phenotypic transformation of vascular smooth muscle cells (VSMCs). Zinc finger and BR-C (Broad-Complex), ttk (tramtrack), and bab (bric à brac) (BTB) domain containing 16 (ZBTB16) have been reported to be expressed in the aortic tissues in a rat model of VC. This work is conducted to reveal the functions of ZBTB16 on VC in CKD and to probe its involved reaction mechanisms. ⋯ Moreover, silencing with ZBTB16 inactivated Wingless-related integration site (Wnt)/β-catenin pathway. LiCl (Wnt/β-catenin agonist) reversed the protective effects of ZBTB16 knockdown on the calcification and osteoblastic transformation in vitro. Together, ZBTB16 silencing may downregulate Wnt/β-catenin pathway to protect against CKD-associated VC via repressing the osteoblastic transformation of VSMCs.
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Na v 1.9 is of interest to the pain community for a number of reasons, including the human mutations in the gene encoding Na v 1.9, SCN11a , that are associated with both pain and loss of pain phenotypes. However, because much of what we know about the biophysical properties of Na v 1.9 has been learned through the study of rodent sensory neurons, and there is only 76% identity between human and rodent homologs of SCN11a , there is reason to suggest that there may be differences in the biophysical properties of the channels in human and rodent sensory neurons, and consequently, the contribution of these channels to the control of sensory neuron excitability, if not pain. Thus, the purpose of this study was to characterize Na v 1.9 currents in human sensory neurons and compare the properties of these currents with those in rat sensory neurons recorded under identical conditions. ⋯ However, we noted a number of potentially important differences between the currents in human and rat sensory neurons including a lower threshold for activation, higher threshold for inactivation, slower deactivation, and faster recovery from slow inactivation. Human Na v 1.9 was inhibited by inflammatory mediators, whereas rat Na v 1.9 was potentiated. Our results may have implications for the role of Na v 1.9 in sensory, if not nociceptive signaling.
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Historical Article
Vesalius and His Manikin: An Enduring Influence on Modern Anatomic Teaching.
Anatomic teaching has long informed surgical knowledge, experience, and skills. One tool for teaching that emerged during the Renaissance was the fugitive anatomic sheet, which used flap layers to reveal different levels of anatomy. In 1538, Vogtherr introduced the first fugitive sheets, which included illustrations of male and female figures with a torso paper flap that, when lifted, revealed the internal organs in a cartoonish style. ⋯ Vesalius's groundbreaking discoveries, his use of the most advanced printing techniques, and his innovative teaching style are fundamental aspects of the legacy of medical education. This article shows these remarkable fugitive anatomic sheets from the original publications of Fabrica and Epitome together for the first time. It explores the innovative concepts and applications of Vesalius's unique printings.