Hemostatic function of cold-stored platelets in a thrombocytopenic rabbit bleeding model.

BACKGROUND: Transfusion of cold-stored platelet concentrates (CS-PCs) appears effective in massively bleeding patients. However, few studies have evaluated their in vivo hemostatic function in severe thrombocytopenia. STUDY DESIGN AND METHODS: The in vivo function of plasma-depleted human PCs was evaluated in rabbits with a blocked reticuloendothelial system and busulfan-induced thrombocytopenia. On day 1, a human apheresis PC was processed in a platelet additive solution (PAS-PC) and split evenly for cold or room temperature storage (RTS). On days 3, 6, or 9, RTS- or CS-PAS-PCs were transfused (4.0 × 109 platelets/kg) after plasma depletion into two to four rabbits that developed adequate thrombocytopenia (<25 × 109 /L). Ear bleeding time was measured by two incisions in small veins. The hemostatic rate was defined as the percentage of rabbits achieving bleeding cessation within 600 s at either incision. The experiment was repeated using five different PCs on each storage day. RESULTS: The mean pre-transfusion rabbit platelet count was 8.6 ± 5.2 × 109 /L. The hemostatic rates with RTS- and CS-PAS-PCs were both 100% on day 3, 93 ± 15% and 73 ± 15% on day 6 (p = .07), and 65 ± 36% and 73 ± 37% on day 9 (p = .27), respectively, with no statistical differences. Total platelet counts were significantly lower after CS-PAS-PC than RTS-PAS-PC transfusion on all days (e.g., 58.7 ± 5.7 vs. 42.4 ± 14.7 × 109 /L, p = .0007, day 9), and did not reach 50 × 109 /L in several experiments. Platelet count increments correlated significantly with hemostatic efficacy for CS-PAS-PC transfusion only. DISCUSSION: CS-PAS-PCs might achieve similar hemostasis as RTS-PAS-PCs in thrombocytopenic patients with mild bleeding. Hemostatic efficacy could be improved by transfusing more CS-PAS-PCs.

Starting Neurohormonal Antagonists in Patients With Acute Heart Failure With Mid-Range and Preserved Ejection Fraction.

BACKGROUND: The clinical benefits of neurohormonal antagonists for patients with heart failure (HF) with mid-range and preserved ejection fraction (HFmrEF and HFpEF) are uncertain.Methods and Results: This study analyzed 858 consecutive patients with HFmrEF (EF: 40-49%) or HFpEF (EF ≥50%), who were hospitalized for acute HF, and who were discharged alive, and were not taking angiotensin-converting enzyme inhibitors (ACE)-I/ angiotensin II receptor blockers (ARB) or ß-blockers at admission. The study population was classified into 4 groups according to the status of prescription of ACE-I/ARB and ß-blocker at discharge: no neurohormonal antagonist (n=342, 39.9%), ACE-I/ARB only (n=128, 14.9%), ß-blocker only (n=189, 22.0%), and both ACE-I/ARB and ß-blocker (n=199, 23.2%) groups. The primary outcome measure was a composite of all-cause death or HF hospitalization. The cumulative 1-year incidence of the primary outcome measure was 41.2% in the no neurohormonal antagonist group, 34.0% in the ACE-I/ARB only group, 28.6% in the ß-blocker only group, and 16.4% in the both ACE-I/ARB and ß-blocker group (P<0.001). Compared with the no neurohormonal antagonist group, both the ACE-I/ARB and ß-blocker groups were associated with a significantly lower risk for a composite of all-cause death or HF hospitalization (HR: 0.46, 95% CI: 0.28-0.76, P=0.002). CONCLUSIONS: In hospitalized patients with HFmrEF and HFpEF, starting both ACE-I/ARB and a ß-blocker was associated with a reduced risk of the composite of all-cause death or HF hospitalization compared with patients not starting on an ACE-I/ARB or ß-blocker.

In vitro thrombus formation and in vivo hemostasis mediated by platelets irradiated with bactericidal ultraviolet C from xenon flash under flow conditions.

BACKGROUND: We previously reported a flow path-ultraviolet C (UVC) irradiation system for platelet concentrates (PCs) with platelet additive solution (PAS) to minimize contamination by bacteria. Here, we investigated functionalities of irradiated platelets (PLTs) in in vitro thrombus formation and in vivo hemostasis. STUDY DESIGN AND METHODS: PAS-PCs were irradiated with flash UVC using the flow path system. Their variables (PLT count, mean platelet volume, pH, glucose, lactate, glycoprotein [GP] Ib, and activated integrin αIIbß3) were evaluated. Static adhesion to collagen or fibrinogen was analyzed using fluorescent microscopy. Thrombus formation under flow conditions was assessed using a collagen-coated bead column. Adenosine diphosphate (ADP)-induced Akt phosphorylation was determined by western blot. In vivo hemostasis and circulatory survival of PLTs were assessed with a rabbit bleeding model. RESULTS: All variables, except for GPIb expression, were slightly, but significantly, impaired after flash UVC irradiation throughout the 6-day storage period. No difference was observed in static adhesion to either collagen or fibrinogen between irradiated and nonirradiated PAS-PCs. In vitro thrombus formation of flash UVC-irradiated PAS-PCs was significantly greater than that of nonirradiated PAS-PCs. ADP-induced Akt phosphorylation was enhanced in irradiated PAS-PCs. In vivo hemostatic efficacy was comparable between the groups on Day 1. The efficacy declined in nonirradiated PAS-PCs on Day 5, while it was retained in flash UVC-irradiated PAS-PCs. Circulatory survival of PLTs was lower in irradiated PAS-PCs. CONCLUSIONS: PAS-PCs irradiated with UVC from xenon flash have favorable properties to achieve hemostasis compared with nonirradiated PAS-PCs.

Flow path system of ultraviolet C irradiation from xenon flash to reduce bacteria survival in platelet products containing a platelet additive solution.

BACKGROUND: Our previous study showed that ultraviolet C (UVC) from xenon (Xe) flash without any photoreactive compounds inactivated bacteria in platelet concentrates (PCs) with less damage to platelets (PLTs) as compared with Xe flash containing ultraviolet A, ultraviolet B, and visible light. Here, we report a UVC irradiation system for PCs under flow conditions consisting of a flow path-irradiation sheet, a peristaltic pump, and a collection bag. STUDY DESIGN AND METHODS: Platelet concentrates containing Ringer's solution (R-PCs) inoculated with bacteria were injected into a flow path sheet using a peristaltic pump, being irradiated with UVC from Xe flash. The quality of the irradiated PCs containing platelet additive solution (PAS-PCs) was assessed based on PC variables, PLT surface markers, and aggregation ability. RESULTS: Streptococcus dysgalactiae (12 tests) and Escherichia coli (11) were all negative on bacterial culture, while Staphylococcus aureus (12) and Klebsiella pneumoniae (14) grew in one and two R-PCs, respectively. Bacillus cereus spores were inactivated in 7 of 12 R-PCs. PC variables became significantly different between irradiated and nonirradiated PAS-PCs. P-selectin, first procaspase-activating compound (PAC-1) binding, and phosphatidylserine increased by irradiation. Aggregability stimulated by adenosine diphosphate, collagen, or thromboxane A2 increased in the irradiated PAS-PCs, while that by thrombin became smaller compared with nonirradiated controls. CONCLUSION: This newly developed system inactivated bacteria including spores in R-PCs. PAS-PCs irradiated by this system retained acceptable in vitro quality and aggregability. Usage of a peristaltic pump instead of agitator during irradiation may enable this system to be directly combined with an apheresis blood cell separator.

Correlation between platelet thrombus formation on collagen-coated beads and platelet aggregation induced by ADP.

BACKGROUND: The thrombus-forming ability is a critical in vitro parameter to assess platelets (PLTs), but flow-based methods using collagen-coated materials generally require multistep, proficiency, and advanced analysis. STUDY DESIGN AND METHODS: Commercially available collagen-coated bead columns were examined to assess thrombus-forming ability of PLTs. The retention rate as an index of thrombus formation was calculated using the PLT count before and after column passage. Thrombi were imaged by anti-CD41 using a fluorescent microscope. PLT aggregation was measured by light-transmitting aggregometry. RESULTS: The retention rate was low when apheresis-collected PLT concentrates (PCs) were suspended in plasma either with or without Ca2+. Reconstitution of PCs with red blood cells (RBCs) increased the retention rate with good reproducibility on repeated-measurements, and therefore, PLT samples were reconstructed with RBCs in subsequent experiments. The retention rate of PCs varied widely in a product-dependent manner, and was correlated with the aggregation rate induced by ADP, but not that by collagen. Using platelet-rich-plasma, antagonists of P2Y1 or P2Y12 receptors for ADP reduced both the retention and aggregation of PLTs. Acetylsalicylic acid reduced retention, although it had no effect on ADP-induced aggregation. Prostaglandin E1 significantly inhibited both retention and aggregation. These anti-PLT reagents resulted in reduced or no thrombus formation on the beads. CONCLUSION: The collagen-coated bead column was useful to readily examine the thrombus-forming ability of PLTs. Variance of the PLT retention rate was correlated with responsiveness to ADP. Results from anti-PLT reagents revealed that thrombus formation on collagen-coated beads was similar to in vivo thrombus development.

Altered activation of integrin ɑIIbß3 on platelets irradiated with ultraviolet C from pathogen-reducing xenon flash.

Irradiation of platelets with filtered xenon (fXe) flash for pathogen inactivation increases PAC-1 binding, but does not cause discernible aggregation. We aimed to determine whether PAC-1-positive platelets irradiated with fXe flash can bind to fibrinogen. Apheresis-collected platelets (Aph-PLTs) were irradiated with fXe flash (fXe-PLTs). Activation of integrin αIIbß3 was determined by the binding of PAC-1, fibrinogen Alexa Fluor 488-conjugate (fibrinogen-AF488), and anti-fibrinogen antibody (clone 9F9) using flow cytometry under resting or ADP-stimulated conditions. PAC-1 binding to fXe-PLTs increased in an fXe flash dose-dependent manner. The fraction of PAC-1 binding to fXe-PLTs suspended in either phosphate-buffered saline (PBS) or plasma was larger than that to Aph-PLTs in a resting state. However, no difference of fibrinogen-AF488 binding between fXe-PLTs and Aph-PLTs in PBS was observed under either resting or ADP-stimulated conditions. The binding of anti-fibrinogen to fXe-PLTs in plasma was marginally increased compared with Aph-PLTs, but the magnitude of the positive fraction was significantly smaller than that of PAC-1. Pathogen-inactivating fXe irradiation per se did not induce fibrinogen binding to platelets, while PAC-1 binding was increased in a resting state. On the other hand, the fraction of fibrinogen binding was equivalent to that of PAC-1 under ADP-stimulated conditions.

Restored response to ADP downstream of purinergic P2Y12 receptor in apheresis platelets after pathogen-reducing xenon flash treatment.

BACKGROUND: Our previous study revealed that pathogen-reducing filtered xenon flash-treated platelets (fXe-PLTs) showed sustained aggregation in response to adenosine diphosphate (ADP), but apheresis-collected PLTs (Aph-PLTs) showed reversible aggregation. STUDY DESIGN AND METHODS: Aph-PLTs, fXe-PLTs, and freshly prepared PLTs (PRP-PLTs) from whole blood were used to investigate the following responses to ADP: concentration response and effects of ADP receptor antagonists on aggregation, the cytosolic calcium (Ca2+ ) flux downstream of P2Y1 receptor signaling, and phosphorylation of vasodilator-stimulated phosphoprotein (VASP) and signaling intermediate protein Akt downstream of the P2Y12 receptor. RESULTS: The aggregation of Aph-PLTs by ADP (10 µM) changed from reversible to sustained in an fXe flash dose-dependent manner. The concentration-response curve of Aph-PLTs showed a fivefold higher 50% effective concentration compared with PRP-PLTs, and fXe treatment decreased it to threefold. While the basal Ca2+ level was higher both in Aph- and fXe-PLTs than in PRP-PLTs, the increase of cytosolic Ca2+ by ADP remained unchanged in Aph- and PRP-PLTs, but was slightly reduced in fXe-PLTs. Although the forskolin-induced VASP phosphorylation was significantly reduced in Aph-PLTs, and partially restored by the fXe treatment, ADP stimulation attenuated this phosphorylation to an equivalent extent among the three PLT types. The ADP-stimulated time-dependent Akt phosphorylation was weak in Aph-PLTs, whereas fXe-PLTs and PRP-PLTs showed a marked increase. CONCLUSION: These results indicate that the reversible aggregation of Aph-PLTs is the consequence of insufficient Akt phosphorylation. The fXe treatment restores the increase of phosphorylated Akt, resulting in the sustained aggregation of fXe-PLTs similar to those of PRP-PLTs.

Application of immortalized human erythroid progenitor cell line in serologic tests to detect red blood cell alloantibodies.

BACKGROUND: Antibody screening in pretransfusion tests is necessary to avoid critical complications of blood transfusion. Although red blood cells (RBCs) expressing relevant alloantigen(s) have been used for serologic antibody screening, little attention has been given to the use of cell lines, in which blood group antigen gene(s) are transduced, as reagent RBCs for antibody screening. STUDY DESIGN AND METHODS: The use of an erythroid progenitor cell line for serologic tests was studied. The expression of blood group antigens of erythroid progenitor cells was analyzed by genotyping and flow cytometry. Serologic analysis including hemagglutination was performed using erythroid progenitor cells to evaluate their sensitivity for antibody detection. Overexpression of exogenous erythroid antigen by lentiviral transduction was carried out and investigated for antibody detection sensitivity. RESULTS: Erythroid progenitor cells contained a substantial amount of hemoglobin and expressed sufficient levels of blood group antigens to detect corresponding monoclonal antibodies. Furthermore, the cell line could acquire an exogenous RBC antigen after lentiviral transduction and detected corresponding monoclonal and alloantibodies with equal sensitivity to antigen-positive RBCs. CONCLUSION: Application of erythroid progenitor cell lines for screening for unexpected antibodies could be helpful in solving issues such as reagent availability associated with the conventional RBC-based assay. The genetic expandability of erythroid progenitor cell lines by gene modification techniques could lead to the development of more convenient reagent RBCs.

Pulsed xenon flash treatment inactivates bacteria in apheresis platelet concentrates while preserving in vitro quality and functionality.

BACKGROUND: Pulsed xenon (Xe) flash without any photoreactive compounds has been shown to inactivate a type of bacteria spiked into platelet (PLT) suspension in plasma, but enhanced the PLT storage lesion (PSL). Predicting reduction of PSL with increasing bactericidal ability, pulsed Xe flash was filtered through a band-stop filter, which excluded ultraviolet (UV)A, UVB, and visible light. STUDY DESIGN AND METHODS: Apheresis PLT concentrates (PCs) inoculated with bacteria were irradiated with filtered Xe flash (fXe treatment). For in vitro functional quality assessment, PLT aggregation and thrombin generation together with other assays that monitor the PSL were investigated. RESULTS: Staphylococcus aureus and Streptococcus dysgalactiae could be inactivated without regrowth during 6 days of storage. PC variables, such as PLT count, concentrations of soluble CD40 ligand, and ratio of aggregated PLTs, were not significantly different between fXe-treated and untreated PCs after 6 days of storage, while PAC-1 binding increased in the fXe-treated PLTs. Responsiveness of fXe-treated PLTs to ADP was maintained over a 6-day storage period as shown by the up regulation of P-selectin expression and induction of both integrin αIIbß3 conformational change and PLT aggregation. The fXe-treated PLTs showed a sustained aggregation curve in response to ADP, whereas untreated PLTs transiently aggregated and then subsequently dissociated. Thrombin-generating kinetics of fXe-treated PLTs via PLT membrane surface were equivalent to those of untreated PLTs. CONCLUSIONS: The fXe treatment inactivated bacteria in apheresis PCs in plasma without additional chemical compounds. The fXe-treated PCs retained acceptable in vitro properties of PC quality and PLT functionality.

Effects of riboflavin and ultraviolet light treatment on platelet thrombus formation and thrombus stability on collagen.

BACKGROUND: Pathogen reduction technologies (PRTs) are considered for the implementation of safer platelet (PLT) transfusion. PRT treatment involves the addition of a photosensitizer to a blood component followed by ultraviolet (UV) light irradiation. However, the effects of PRT treatment on PLT thrombus formation and thrombus stability have not been satisfactorily clarified. STUDY DESIGN AND METHODS: Leukoreduced PLT concentrates (PCs) were treated with riboflavin and UV light (Mirasol PRT). PLT thrombus formation on collagen was evaluated by the microchannel method, by which the total amount of PLTs deposited was measured as indices of thrombus formation and thrombus stability. Using a cone-plate shear-induced PLT aggregometer, PLT reactivity in blood flow was examined in a wide range of shear stresses of 6 to 108 dyn/cm2 . RESULTS: There was no significant difference in surface coverage between PRT-treated PLTs and control PLTs on collagen. On the other hand, the total amount of PRT-treated PLTs deposited was higher than that of control PLTs. The promotive effect of PRT treatment on PLT deposition completely disappeared in the presence of tirofiban, a potent integrin αIIbß3 inhibitor. The percentage of the dissociation of PRT-treated PLTs on collagen was lower than that of control PLTs after flushing with phosphate-buffered saline. PRT treatment significantly inhibited PLT aggregation under high-shear-stress conditions. CONCLUSION: Riboflavin-based PRT treatment of PCs leads to the enhancement of PLT thrombus formation and thrombus stability on collagen. However, it does not enhance the reactivity of PLTs not in contact with collagen under high-shear-stress conditions.

Refined methods to evaluate the in vivo hemostatic function and viability of transfused human platelets in rabbit models.

BACKGROUND: To bridge the gap between in vitro function and clinical efficacy of platelet (PLT) transfusion products, reliable in vivo PLT functional assays for hemostasis and survival in animal models are required. However, there are no standardized methods for assessing the in vivo quality of transfused human PLTs. STUDY DESIGN AND METHODS: Plasma-depleted human PLT concentrates (PCs; Day 3, Day 5, Day 7, Day 10, and damaged) were transfused into busulfan-induced rabbits with thrombocytopenia with prolonged bleeding times 1 day after treatment with ethyl palmitate (EP) to block their reticuloendothelial systems. The hemostatic effect of PC transfusion was evaluated by the ear fine vein bleeding time. For the in vivo survival assay, splenectomized EP-treated rabbits were transfused with human PCs, and viability of the human PLTs in the rabbits was determined by flow cytometry using human PLT-specific antibodies and Trucount tubes. RESULTS: The hemostatic effect of PCs was slightly reduced with increasing storage periods for early time points, but more dramatically reduced for later time points. PLT survival was similar after 3 and 7 days of storage, but PLTs stored for 10 days showed significantly poorer survival than those stored only 3 days. CONCLUSION: Our new and improved protocol for in vivo assessment of transfused PLTs is sufficiently sensitive to detect subtle changes in hemostatic function and viability of human PLTs transfused into rabbit models. This protocol could contribute to preclinical in vivo functional assessment and clinical quality assurance of emerging novel PLT products such as cultured cell-derived human PLTs.

Comparison between in vitro properties of washed platelet concentrates suspended in M-sol and those in BRS-A, both of which were prepared with an automated cell processor.

BACKGROUND: Washed platelet concentrate (WPC) is prepared manually in general, but automated preparation is desirable to minimize variation in the WPC quality and enhance WPC production. Recently, the software was improved for an automated cell processor (ACP) to control all processes of WPC preparation. M-sol and BRS-A, which are mixtures of medical solutions, are widely used for WPC preparation with a manual method in Japan. In this study, we prepared WPC suspended in M-sol (WPC-M) or BRS-A (WPC-B) with the ACP, and compared their in vitro properties during 7-day storage. STUDY DESIGN AND METHODS: PC was divided into two equal aliquots for WPC-M and WPC-B. A divided PC, medical solutions and disposable materials were set in the ACP, and it was started to prepare WPC-M or WPC-B on Day 0. Prepared WPC was stored on a flatbed shaker until Day 7. RESULTS: The pH of WPC-M and WPC-B was maintained above 6.8 during the 7-day storage. The differences in aggregation (%), HSR (%), P-selectin expression, GPIbα expression, and phosphatidylserine expression between WPC-M and WPC-B were minimal until Day 3. CONCLUSION: The in vitro properties of WPC-B are not markedly different from those of WPC-M until Day 3.

Reduction of bacteria and human immunodeficiency virus Type 1 infectivity of platelet suspension in plasma using xenon flash-pulse light in a bench-scale trial.

BACKGROUND: Current pathogen reduction systems for platelet concentrates (PCs) require addition of chemical compounds and/or reduction of plasma content in PCs. We have investigated a new method using xenon (Xe) flash-pulse light without additional compounds or plasma replacement. STUDY DESIGN AND METHODS: An aliquot of apheresis platelets (PLTs) in plasma inoculated with bacteria or human immunodeficiency virus Type 1 (HIV-1) was irradiated with Xe flash-pulse light (Xe flash phototreatment). Bacterial growth was monitored up to 6 days of storage, whereas HIV-1 infectivity was assayed just after treatment. Pairs of Xe flash-phototreated and untreated PCs were examined for PLT lesion during the storage period. RESULTS: Under the current conditions, a low titer (1.8 colony-forming units [CFUs]/mL) of Staphylococcus aureus did not proliferate during the 6-day storage period, but grew in some cases at high-titer (24.0 CFUs/mL) inoculation. HIV-1 infectivity was reduced by 1.8 log. PLT recovery of the treated PCs was lower than untreated ones. An increase of mean PLT volume and glucose consumption, together with a decrease of hypotonic shock response and pH, were enhanced by the treatment. CD62P- and PAC-1-positive PLTs increased after the treatment, indicating the induction of PLT activation. Among biologic response modifiers, soluble CD40 ligand was significantly increased in the treated PCs on Day 6. CONCLUSIONS: Xe flash phototreatment could prevent bacterial proliferation and reduce HIV-1 infectivity in 100% plasma PCs without any additional compounds, but enhanced PLT storage lesions. Further improvement is required to increase the potency of pathogen inactivation with reducing PLT damage.

Real-time measurement of platelet shape change by light scattering under riboflavin and ultraviolet light treatment.

BACKGROUND: The adoption of pathogen reduction technologies (PRTs) is considered for the implementation of safer platelet (PLT) transfusion. However, the effects of PRT treatment including irradiation with ultraviolet (UV) light on PLT shape have not yet been fully clarified. STUDY DESIGN AND METHODS: Leukoreduced PLT concentrates (PCs) were treated with riboflavin and UV light (Mirasol PRT, TerumoBCT). PLT shape and adenosine diphosphate (ADP)-induced shape change were evaluated by a light scattering method where the amplitude of the scattered signal intensity was measured as the indicator of the proportion of discoid PLTs. Using a modified fluorometer, the real-time effects of different wavelengths of UV light on PLT shape were examined over the range of 300 to 360 nm at the same dose. RESULTS: The proportion of discoid PLTs in the Mirasol PRT-treated PCs decreased immediately after treatment. The difference in the proportion between PRT-treated and untreated PLTs became larger with storage. Although this modification correlated significantly with the pH decrease and P-selectin expression, the Mirasol PRT-treated PLTs retained sufficient ability to undergo an ADP-induced shape change. In the study using the modified fluorometer, the proportion of discoid PLTs significantly decreased with the wavelength (< 320 nm) of irradiated UV light. CONCLUSION: Mirasol PRT treatment of PCs decreases the proportion of discoid PLTs, which seemed to be caused by the irradiation with UV light of short wavelengths (< 320 nm), not that of long wavelengths (≥ 320 nm) in the Mirasol PRT system. Modification of UV light wavelength may improve the quality of PRT-treated PCs.

Rheophytic Osmunda lancea (Osmundaceae) exhibits large flexibility in the petiole.

The riparian zone, found alongside rivers and streams, is a unique habitat characterized by its vulnerability to sudden floods following intense rainfall. To cope with these challenging conditions, a specific group of plants with linear and lanceolate lamina have adapted to thrive in these environments. Despite their unique ability to withstand the forceful water flow, the specific adaptive characteristics of the petioles, which support the lamina remain unknown. Our morphological, anatomical, and mechanical analyses on the petioles of Osmunda lancea (Osmundaceae) along the river and an inland sister species of O. japonica revealed that the petioles of O. lancea had a larger cell volume in subepidermal cortex and were more flexible than those of O. japonica.

Cobalt protoporphyrin promotes heme oxygenase 1 expression and ameliorates cardiac dysfunction in long-term fasting mice.

BACKGROUND: The association between malnutrition and cardiac dysfunction has been reported. Heme oxygenase (HO)-1 played protective roles in the animals functioning as a myocardial infarction, heart failure, or cardiomyopathy model. We hypothesized that the administration of HO-1 inducer, cobalt protoporphyrin (CoPP) reduces oxidative stress and ameliorates cardiac systolic dysfunction in long-term fasting mice. METHODS: C57BL/6 J mice were classified into three groups: fed mice (fed group), 48-h fasting mice with a single intraperitoneal injection of the corresponding vehicle (fasting group), and 48-h fasting mice with a single intraperitoneal injection of 5 mg/kg CoPP (CoPP group). RESULTS: The fasting group showed a significant increase in heme and 4-hydroxy-2-nonenal (4HNE) protein in the heart tissue, and reduced left ventricular ejection fraction (LVEF) when compared with the fed group. The CoPP group showed significantly increased protein levels of nuclear factor-erythroid 2-related factor 2 and HO-1, and increased mRNA expression levels of HO-1, peroxisome proliferator-activated receptor gamma coactivator 1-alpha, forkhead box protein O1, sirtuin-1, cyclooxygenase 2, and superoxide dismutase 2, and reduced levels of heme and 4HNE protein when compared with the fasting group. LVEF were significantly higher in the CoPP group than in the fasting group. CONCLUSIONS: Administration of CoPP reduced heme accumulation and oxidative stress, and ameliorated cardiac systolic dysfunction in long-term fasting mice. This study suggests that heme accumulation may be associated with impaired cardiac function induced by long-term fasting and that HO-1 may be a key factor or therapeutic target.

Development of interpretable machine learning models to predict in-hospital prognosis of acute heart failure patients.

AIMS: In recent years, there has been remarkable development in machine learning (ML) models, showing a trend towards high prediction performance. ML models with high prediction performance often become structurally complex and are frequently perceived as black boxes, hindering intuitive interpretation of the prediction results. We aimed to develop ML models with high prediction performance, interpretability, and superior risk stratification to predict in-hospital mortality and worsening heart failure (WHF) in patients with acute heart failure (AHF). METHODS AND RESULTS: Based on the Kyoto Congestive Heart Failure registry, which enrolled 4056 patients with AHF, we developed prediction models for in-hospital mortality and WHF using information obtained on the first day of admission (demographics, physical examination, blood test results, etc.). After excluding 16 patients who died on the first or second day of admission, the original dataset (n = 4040) was split 4:1 into training (n = 3232) and test datasets (n = 808). Based on the training dataset, we developed three types of prediction models: (i) the classification and regression trees (CART) model; (ii) the random forest (RF) model; and (iii) the extreme gradient boosting (XGBoost) model. The performance of each model was evaluated using the test dataset, based on metrics including sensitivity, specificity, area under the receiver operating characteristic curve (AUC), Brier score, and calibration slope. For the complex structure of the XGBoost model, we performed SHapley Additive exPlanations (SHAP) analysis, classifying patients into interpretable clusters. In the original dataset, the proportion of females was 44.8% (1809/4040), and the average age was 77.9 ± 12.0. The in-hospital mortality rate was 6.3% (255/4040) and the WHF rate was 22.3% (900/4040) in the total study population. In the in-hospital mortality prediction, the AUC for the XGBoost model was 0.816 [95% confidence interval (CI): 0.815-0.818], surpassing the AUC values for the CART model (0.683, 95% CI: 0.680-0.685) and the RF model (0.755, 95% CI: 0.753-0.757). Similarly, in the WHF prediction, the AUC for the XGBoost model was 0.766 (95% CI: 0.765-0.768), outperforming the AUC values for the CART model (0.688, 95% CI: 0.686-0.689) and the RF model (0.713, 95% CI: 0.711-0.714). In the XGBoost model, interpretable clusters were formed, and the rates of in-hospital mortality and WHF were similar among each cluster in both the training and test datasets. CONCLUSIONS: The XGBoost models with SHAP analysis provide high prediction performance, interpretability, and reproducible risk stratification for in-hospital mortality and WHF for patients with AHF.

Effect of strong wind on laminas and petioles of Farfugium japonicum (L.) Kitam. var. japonicum (Asteraceae).

Farfugium japonicum (L.) Kitam. var. japonicum grows mainly in the coastal areas of Japan. Meteorological recording data from natural habitats were used to investigate the factors associated with the laminas and petioles of radical leaves of F. japonicum var. japonicum to avoid or resist higher wind stress. Our morphological and mechanical results indicated that petiole length and petiole cross-sectional area had a weak correlation with wind speed and breaking strength, and the petiole second area moment of inertia did not differ significantly among populations. However, both lamina area and petiole length per petiole cross-sectional area decreased with increasing wind speed, indicating that F. japonicum var. japonicum resisted or avoided an increase in wind speed outdoors by reducing the lamina area and petiole length per petiole cross-sectional area without qualitative changes in their petioles. The results of this study indicated that densely distributed recording stations of the Automated Meteorological Data Acquisition System (AMeDAS) by the Japan Meteorological Agency can be used for environmental adaptation studies of plants in the field using nearby plant populations.