Background: Critical care management of shock is a labor-intensive process. Precision Automated Critical Care Management (PACC-MAN) is an automated closed-loop system incorporating physiologic and ...hemodynamic inputs to deliver interventions while avoiding excessive fluid or vasopressor administration. To understand PACC-MAN efficacy, we compared PACC-MAN to provider-directed management (PDM). We hypothesized that PACC-MAN would achieve equivalent resuscitation outcomes to PDM while maintaining normotension with lower fluid and vasopressor requirements. Methods : Twelve swine underwent 30% controlled hemorrhage over 30 min, followed by 45 min of aortic occlusion to generate a vasoplegic shock state, transfusion to euvolemia, and randomization to PACC-MAN or PDM for 4.25 h. Primary outcomes were total crystalloid volume, vasopressor administration, total time spent at hypotension (mean arterial blood pressure <60 mm Hg), and total number of interventions. Results : Weight-based fluid volumes were similar between PACC-MAN and PDM; median and IQR are reported (73.1 mL/kg 59.0-78.7 vs. 87.1 mL/kg 79.4-91.8, P = 0.07). There was no statistical difference in cumulative norepinephrine (PACC-MAN: 33.4 μg/kg 27.1-44.6 vs. PDM: 7.5 3.3-24.2 μg/kg, P = 0.09). The median percentage of time spent at hypotension was equivalent (PACC-MAN: 6.2% 3.6-7.4 and PDM: 3.1% 1.3-6.6, P = 0.23). Urine outputs were similar between PACC-MAN and PDM (14.0 mL/kg vs. 21.5 mL/kg, P = 0.13). Conclusion : Automated resuscitation achieves equivalent resuscitation outcomes to direct human intervention in this shock model. This study provides the first translational experience with the PACC-MAN system versus PDM.
Current
three-dimensional (3D) models of liver tissue have been limited by the inability to study the effects of specific extracellular matrix (ECM) components on cell phenotypes. This is in part due ...to limitations in the availability of chemical modifications appropriate for this purpose. For example, hyaluronic acid (HA), which is a natural ECM component within the liver, lacks key ECM motifs (e.g. arginine-glycine-aspartic acid (RGD) peptides) that support cell adhesion. However, the addition of maleimide (Mal) groups to HA could facilitate the conjugation of ECM biomimetic peptides with thiol-containing end groups. In this study, we characterized a new crosslinkable hydrogel (i.e. HA-Mal) that yielded a simplified ECM-mimicking microenvironment supportive of 3D liver cell culture. We then performed a series of experiments to assess the impact of physical and biochemical signaling in the form of RGD peptide incorporation and transforming growth factor
(TGF-
) supplementation, respectively, on hepatic functionality. Hepatic stellate cells (i.e. LX-2) exhibited increased cell-matrix interactions in the form of cell spreading and elongation within HA-Mal matrices containing RGD peptides, enabling physical adhesions, whereas hepatocyte-like cells (HepG2) had reduced albumin and urea production. We further exposed the encapsulated cells to soluble TGF-
to elicit a fibrosis-like state. In the presence of TGF-
biochemical signals, LX-2 cells became activated and HepG2 functionality significantly decreased in both RGD-containing and RGD-free hydrogels. Altogether, in this study we have developed a hydrogel biomaterial platform that allows for discrete manipulation of specific ECM motifs within the hydrogel to better understand the roles of cell-matrix interactions on cell phenotype and overall liver functionality.
Abstract The lymphatic system is an extensive vascular network featuring valves and contractile walls that pump interstitial fluid and plasma proteins back to the main circulation. Immune function ...also relies on the lymphatic system's ability to transport white blood cells. Failure to drain and pump this excess fluid results in edema characterized by fluid retention and swelling of limbs. It is, therefore, important to understand the mechanisms of fluid transport and pumping of lymphatic vessels. Unfortunately, there are very few studies in this area, most of which assume Poiseuille flow conditions. In vivo observations reveal that these vessels contract strongly, with diameter changes of the order of magnitude of the diameter itself over a cycle that lasts typically 2–3 s. The radial velocity of the contracting vessel is on the order of the axial fluid velocity, suggesting that modeling flow in these vessels with a Poiseuille model is inappropriate. In this paper, we describe a model of a radially expanding and contracting lymphatic vessel and investigate the validity of assuming Poiseuille flow to estimate wall shear stress, which is presumably important for lymphatic endothelial cell mechanotransduction. Three different wall motions, periodic sinusoidal, skewed sinusoidal and physiologic wall motions, were investigated with steady and unsteady parabolic inlet velocities. Despite high radial velocities resulting from the wall motion, wall shear stress values were within 4% of quasi-static Poiseuille values. Therefore, Poiseuille flow is valid for the estimation of wall shear stress for the majority of the lymphangion contractile cycle.
Thrombelastography (TEG) maximal amplitude (mA) has also been shown to reflect hypercoagulability and increased venous thromboembolism (VTE) risk in adult trauma patients. Based on these previous ...works, we sought to identify when children become adults with respect to TEG mA values and whether this correlated with VTE risk.
We evaluated all trauma patients admitted from January 2010 to December 2013 who were highest-level activations. Age was evaluated as a continuous variable, followed by a categorical evaluation. TEG mA values were evaluated as continuous and dichotomous (hypercoagulable, mA ≥ 65 mm). Logistic regression was then constructed controlling for age categories, sex, and injury severity to assess the association with TEG mA values and VTE risk.
A total of 7,194 Level 1 trauma patients were admitted during this time frame (819 were <18 years of age). The likelihood of mA equal to or greater than 65 mm remained at 35% to 37% through age 30 years with significant increases observed at ages 31 years to 35 years (45%) and 46 years to 50 years (49%), both p < 0.01. When controlling for injury severity, race, and sex, logistic regression demonstrated that every 5-year increase in age (after age 30 years) was associated with a 16% increased likelihood of hypercoagulability at admission. Beginning with age 1 year, VTE risk remained at 1.5% or less until age 13 years where it increased to 2.3%, increasing again at age 15 years to 5.1%. Two additional significant increases were identified between ages 31 years and 35 years (5.5%) as well as 46 years and 50 years (7.6%), both p < 0.001. Logistic regression demonstrated a 3.4-fold increased risk for VTE among those aged 31 years to 50 years compared with those who are younger than 30 years. The same model noted a 2.3-fold increased risk compared with those who are older than 50 years.
Beginning at age 13 years, children transition toward adult hypercoagulability, as evidenced by elevated TEG mA values and VTE risk. However, the greatest VTE risk (and highest likelihood of hypercoagulable mA) is among those adults 31 years to 50 years of age.
Prognostic and epidemiologic study, level III.
Partial and intermittent resuscitative endovascular balloon occlusion of the aorta (pREBOA and iREBOA, respectively) are lifesaving techniques designed to extend therapeutic duration, mitigate ...ischemia, and bridge patients to definitive hemorrhage control. We hypothesized that automated pREBOA balloon titration compared with automated iREBOA would reduce blood loss and hypotensive episodes over a 90-minute intervention phase compared with iREBOA in an uncontrolled liver hemorrhage swine model.
Twenty-four pigs underwent an uncontrolled hemorrhage by liver transection and were randomized to automated pREBOA (n = 8), iREBOA (n = 8), or control (n = 8). Once hemorrhagic shock criteria were met, controls had the REBOA catheter removed and received transfusions only for hypotension. The REBOA groups received 90 minutes of either iREBOA or pREBOA therapy. Surgical hemostasis was obtained, hemorrhage volume was quantified, and animals were transfused to euvolemia and then underwent 1.5 hours of automated critical care.
The control group had significantly higher mortality rate (5 of 8) compared with no deaths in both REBOA groups, demonstrating that the liver injury is highly lethal ( p = 0.03). During the intervention phase, animals in the iREBOA group spent a greater proportion of time in hypotension than the pREBOA group (20.7% 16.2-24.8% vs. 0.76% 0.43-1.14%; p < 0.001). The iREBOA group required significantly more transfusions than pREBOA (21.0 20.0-24.9 mL/kg vs. 12.1 9.5-13.9 mL/kg; p = 0.01). At surgical hemostasis, iREBOA had significantly higher hemorrhage volumes compared with pREBOA (39.2 29.7-44.95 mL/kg vs. 24.7 21.6-30.8 mL/kg; p = 0.04).
Partial REBOA animals spent significantly less time at hypotension and had decreased transfusions and blood loss. Both pREBOA and iREBOA prevented immediate death compared with controls. Further refinement of automated pREBOA is necessary, and controller algorithms may serve as vital control inputs for automated transfusion.
Therapeutic/Care Management; Level III.
Background TNF-alpha-stimulated gene 6 (TSG-6) protein, a TNF-alpha-responsive hyaladherin, possesses enzymatic activity that can catalyze covalent crosslinks of the polysaccharide hyaluronic acid ...(HA) to another protein to form heavy chain-hyaluronic acid (HC-HA) complexes in pathological conditions such as osteoarthritis (OA). Here, we examined HA synthase and inflammatory gene expression; synovial fluid HA, TNF-alpha, and viscosity; and TSG-6-mediated HC-HA complex formation in an equine OA model. The objectives of this study were to (1) evaluate the TNF-alpha-TSG-6-HC-HA signaling pathway across multiple joint tissues, including synovial membrane, cartilage, and synovial fluid, and (2) determine the impact of OA on synovial fluid composition and biophysical properties. Methods HA and inflammatory cytokine concentrations (TNF-alpha, IL-1beta, CCL2, 3, 5, and 11) were analyzed in synovial fluid from 63 OA and 25 control joints, and HA synthase (HAS1-3), TSG-6, and hyaluronan-degrading enzyme (HYAL2, HEXA) gene expression was measured in synovial membrane and cartilage. HA molecular weight (MW) distributions were determined using agarose gel electrophoresis and solid-state nanopore measurements, and HC-HA complex formation was detected via immunoblotting and immunofluorescence. SEC-MALS was used to evaluate TSG-6-mediated HA crosslinking, and synovial fluid and HA solution viscosities were analyzed using multiple particle-tracking microrheology and microfluidic measurements, respectively. Results TNF-alpha concentrations were greater in OA synovial fluid, and TSG6 expression was upregulated in OA synovial membrane and cartilage. TSG-6-mediated HC-HA complex formation was greater in OA synovial fluid and tissues than controls, and HC-HA was localized to both synovial membrane and superficial zone chondrocytes in OA joints. SEC-MALS demonstrated macromolecular aggregation of low MW HA in the presence of TSG-6 and inter-alpha-inhibitor with concurrent increases in viscosity. Conclusions Synovial fluid TNF-alpha concentrations, synovial membrane and cartilage TSG6 gene expression, and HC-HA complex formation were increased in equine OA. Despite the ability of TSG-6 to induce macromolecular aggregation of low MW HA with resultant increases in the viscosity of low MW HA solutions in vitro, HA concentration was the primary determinant of synovial fluid viscosity rather than HA MW or HC-HA crosslinking. The TNF-alpha-TSG-6-HC-HA pathway may represent a potential therapeutic target in OA. Keywords: Synovial fluid, Viscosity, Microrheology, SEC-MALS, Heavy chain-hyaluronic acid, Cartilage, Synovial membrane
The transfusion of older packed RBCs may be harmful in critically ill patients. We seek to determine the association between packed RBC age and mortality among trauma patients requiring massive ...packed RBC transfusion.
We analyzed data from the Pragmatic, Randomized Optimal Platelet and Plasma Ratios trial. Subjects in the parent trial included critically injured adult patients admitted to 1 of 12 North American Level I trauma centers who received at least 1 unit of packed RBCs and were predicted to require massive blood transfusion. The primary exposure was volume of packed RBC units transfused during the first 24 hours of hospitalization, stratified by packed RBC age category: 0 to 7 days, 8 to 14 days, 15 to 21 days, and greater than or equal to 22 days. The primary outcome was 24-hour mortality. We evaluated the association between transfused volume of each packed RBC age category and 24-hour survival, using random-effects logistic regression, adjusting for total packed RBC volume, patient age, sex, race, mechanism of injury, Injury Severity Score, Revised Trauma Score, clinical site, and trial treatment group.
The 678 patients included in the analysis received a total of 8,830 packed RBC units. One hundred patients (14.8%) died within the first 24 hours. On multivariable analysis, the number of packed RBCs greater than or equal to 22 days old was independently associated with increased 24-hour mortality (adjusted odds ratio OR 1.05 per packed RBC unit; 95% confidence interval CI 1.01 to 1.08): OR 0.97 for 0 to 7 days old (95% CI 0.88 to 1.08), OR 1.04 for 8 to 14 days old (95% CI 0.99 to 1.09), and OR 1.02 for 15 to 21 days old (95% CI 0.98 to 1.06). Results of sensitivity analyses were similar only among patients who received greater than or equal to 10 packed RBC units.
Increasing quantities of older packed RBCs are associated with increased likelihood of 24-hour mortality in trauma patients receiving massive packed RBC transfusion (≥10 units), but not in those who receive fewer than 10 units.
The classic definition of massive transfusion, 10 or more units of red blood cells (RBCs) in 24 hours, has never been demonstrated as a valid surrogate for severe hemorrhage and can introduce ...survival bias. In addition, the definition fails to capture other products that the clinician may have immediately available, and may use, during the initial resuscitation. Assuming that units of resuscitative fluids reflect patient illness, our objective was to identify a rate of resuscitation intensity (RI) that could serve as an early surrogate of sickness for patients with substantial bleeding after injury.
Adult patients surviving at least 30 minutes after admission and receiving one or more RBCs within 6 hours of admission from 10 US Level 1 trauma centers were enrolled in the PRospective Observational Multicenter Major Trauma Transfusion (PROMMTT) study. Total fluid units were calculated as the sum of the number of crystalloid units (1 L = 1 U), colloids (0.5 L = 1 U), and blood products (1 RBC = 1 U, 1 plasma = 1 U, 6 pack platelets = 1 U). Univariable and multivariable logistic regressions were used to evaluate associations between RI and 6-hour mortality, adjusting for age, center, penetrating injury, weighted Revised Trauma Score (RTS), and Injury Severity Score (ISS).
A total of 1,096 eligible patients received resuscitative fluids within 30 minutes, including 620 transfused with blood products. Despite varying products used, the total fluid RI was similar across all sites (3.2 ± 2.5 U). Patients who received four or more units of any resuscitative fluid had a 6-hour mortality rate of 14.4% versus 4.5% in patients who received less than 4 U. The adjusted odds ratio of 6-hour mortality for patients receiving 4 U or more within 30 minutes was 2.1 (95% confidence interval, 1.2-3.5).
Resuscitation with four or more units of any fluid was significantly associated with 6-hour mortality. This study suggests that early RI regardless of fluid type can be used as a surrogate for sickness and mortality in severely bleeding patients.
Endotheliopathy of trauma is characterized by breakdown of the endothelial glycocalyx. Elevated biomarkers of endotheliopathy, such as serum syndecan-1 (Synd-1) ≥ 40 ng/mL, have been associated with ...increased need for transfusions, complications, and mortality. We hypothesized that severely injured trauma patients who exhibit elevated Synd-1 levels shortly after admission have an increased likelihood of developing sepsis.
We analyzed a subset of patients from the Pragmatic, Randomized Optimal Platelet and Plasma Ratios (PROPPR) trial who survived at least 72 hours after hospital admission, and we determined elevated Synd-1 levels (≥ 40 ng/mL) 4 hours after hospital arrival. Sepsis was defined a priori as meeting systemic inflammatory response criteria and having a known or suspected infection. Univariate analysis was performed to identify variables associated with elevated Synd-1 levels and sepsis. Significant variables at a value of p < 0.2 in the univariate analysis were chosen by purposeful selection and analyzed in a mixed effects multivariate logistic regression model to account for the 12 different study sites.
We included 512 patients. Of these, 402 (79%) had elevated Synd-1 levels, and 180 (35%) developed sepsis. Median Synd-1 levels at 4 hours after admission were 70 ng/dL (interquartile range IQR 36 to 157 ng/dL) in patients who did not develop sepsis, and 165 ng/dL IQR 67 to 336 ng/dL in those who did (p < 0.001). Adjusting for treatment arm and site, multivariable analyses revealed that elevated Synd-1 status, Injury Severity Score (ISS), and total blood transfused were significantly associated with an increased likelihood of developing sepsis.
Elevated Synd-1 levels 4 hours after admission in severely injured adult trauma patients who survived the initial 72 hours after hospital admission are associated with subsequent sepsis.
The current study leveraged data from the Early Whole Blood (EWB) trial to explore the effects of modified whole blood (mWB) versus component (COMP) transfusions on coagulation parameters over time ...using longitudinal statistical methods.
The EWB study was a single-center randomized controlled trial, approved by the local IRB. Adult patients at highest-level trauma activations were randomized into mWB or COMP groups. Coagulation status was evaluated (at times 0, 3, 6, 12, and 24 h postadmission) using thrombelastography, platelet aggregometry, and calibrated automated thrombograms. Longitudinal statistical analyses with generalized estimating equations (GEE) were used to evaluate the effects of group, time, transfusion types, and their respective interactions on changes in measured coagulation markers.
A total of 59 patients were enrolled and adhered to protocol in the EWB trial, 25 in the mWB group, and 34 in the COMP group. Patients in both the mWB and COMP groups demonstrated a significant decline in their thrombelastography parameters during the first 3-6 h, specifically K-time, α-angle, maximum amplitude, G, and LY30. Patients receiving mWB exhibited improved thrombin potential than those receiving COMP. Platelet count and function declined over time in both mWB and COMP groups; however, platelet aggregation in response to ristocetin in the mWB group was significantly improved at 12 h compared with the COMP group. The longitudinal GEE model revealed significant group-time interactive effects on the changes in coagulation markers and significant effect of platelet transfusions on improvements in coagulation profile.
We observed significant interactive group-time effects, indicating that the types of transfusion as well as the time of transfusion significantly affect the patient's coagulation status. Our pilot data suggest that there is an improvement in platelet function with mWB, but further studies are needed. Regardless, platelet transfusions were associated with improvements in coagulation over time in both the groups.
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