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1.
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue ; 36(4): 441-444, 2024 Apr.
Article in Chinese | MEDLINE | ID: mdl-38813643

ABSTRACT

The pathophysiological mechanism of cerebral ischemia/reperfusion injury (CIRI) is complex, and the current treatment methods are limited and the efficacy is not good. Previous therapeutic strategies of CIRI mostly target neurons, but no significant progress has been made. At present, astrocytes are expected to be promising effector cells for the treatment of CIRI. Astrocytes are a "double-edged sword" in the pathological process of CIRI, with both neurotoxic and neuroprotective effects on the central nervous system. How to effectively use astrocytes to treat CIRI has become a research hotspot. In this review, the dual roles of astrocytes in CIRI mechanism were reviewed, and the related mechanisms of astrocytes in relieving oxidative stress induced by CIRI were emphasized, in order to provide new ideas for the treatment of CIRI.


Subject(s)
Astrocytes , Brain Ischemia , Oxidative Stress , Reperfusion Injury , Humans , Animals , Neurons
2.
Clin Pharmacol Ther ; 2024 May 16.
Article in English | MEDLINE | ID: mdl-38757305

ABSTRACT

Building trust in public health agencies like the US Food and Drug Administration (FDA) has become a key government priority. Understanding the roots of FDA mistrust is important if the agency is to develop targeted messaging and reforms aimed at building confidence in the agency. We conducted a survey of 2,021 respondents in the US probing attitudes toward the FDA. The primary outcome was FDA trust, defined as the mean score that each respondent assigned to the FDA across four prespecified axes: (1) competence and effectiveness; (2) commitment to acting in the best interests of the American public; (3) abiding by the rules and regulations set forth by policy or law; and (4) expertise in health, science, and medicine. On multivariable ordinal logistic regression, FDA mistrust was associated with female gender (odds ratio [OR] = 0.74, 95% confidence interval [CI] 0.62-0.88), rural community (OR 0.85, 95% CI 0.75-0.96), conservative political views (OR 0.77, 95% CI 0.74-0.81), worse self-reported health (OR 0.89, 95% CI 0.80-0.98), lower satisfaction with health care received (OR 0.63, 95% CI 0.56-0.71), less attention to health and science news (OR 0.72, 95% CI 0.64-0.80), and not having children under the age of 18 (OR 0.72, 95% CI 0.60-0.86). These findings underscore the challenges faced by US political leaders in convincing a heterogeneous American public to trust the FDA. The FDA should develop and deploy targeted outreach strategies to populations with lower levels of trust and strengthen internal processes that minimize biases and ensure sound decision-making.

3.
Sci Rep ; 14(1): 9147, 2024 04 21.
Article in English | MEDLINE | ID: mdl-38644461

ABSTRACT

To investigate the predictive value of baseline platelet count and its short-term dynamic changes in the prognosis of patients with acute heart failure (AHF) in the intensive care unit. Patients diagnosed with AHF in the medical information mart for intensive care III and their clinical data were retrospectively filtered. Patients were divided into survivor and non-survivor groups based on their prognosis during hospitalization, and differences in baseline data between groups were compared. Logistic regression models and restricted cubic spline (RCS) plots were performed to evaluate the relationship between baseline platelet counts and in-hospital mortality. Changes and trends in platelet counts were compared between the survivor and non-survivor groups after adjusting for confounders with the generalized additive mixing model (GAMM). A total of 2930 critical patients with acute heart failure were included, of which 2720 were survivors and 210 were non-survivors. Multiple logistic regression models revealed that baseline platelet count was an independent factor in hospital mortality (OR 0.997, 95% CI 0.994-0.999, P-value = 0.018). The RCS plot demonstrated a U-shaped dose-response relationship between baseline platelet count and in-hospital mortality. GAMM analysis suggested that the platelet counts decreased and then increased in the survivor group and gradually decreased in the non-survivor group, with a gradual increase of difference between two groups. After adjusting for confounders, the mean daily increase was -6.014 (95% CI -7.076-4.953, P-value < 0.001). Baseline platelet demonstrated a U-shaped dose-response relationship with adverse outcomes in critical patients with AHF. Early elevation of platelet was correlated with higher in-hospital mortality, indicating that tracking early changes in platelet might help determine the short-term prognosis of critical patients with AHF.


Subject(s)
Heart Failure , Hospital Mortality , Humans , Heart Failure/mortality , Heart Failure/blood , Male , Female , Platelet Count , Aged , Prognosis , Retrospective Studies , Middle Aged , Acute Disease , Aged, 80 and over , Intensive Care Units
4.
Food Funct ; 15(8): 4527-4537, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38576413

ABSTRACT

Artificial sweeteners (ASs) have been widely added to food and beverages because of their properties of low calories and sweet taste. However, whether the consumption of ASs is causally associated with cancer risk is not clear. Here, we utilized the two-sample Mendelian randomization (MR) method to study the potential causal association. Genetic variants like single-nucleotide polymorphisms (SNPs) associated with exposure (AS consumption) were extracted from a genome-wide association study (GWAS) database including 64 949 Europeans and the influence of confounding was removed. The outcome was from 98 GWAS data and included several types of cancers like lung cancer, colorectal cancer, stomach cancer, breast cancer, and so on. The exposure-outcome SNPs were harmonized and then MR analysis was performed. The inverse-variance weighted (IVW) with random effects was used as the main analytical method accompanied by four complementary methods: MR Egger, weighted median, simple mode, and weighted mode. Sensitivity analyses consisted of heterogeneity, pleiotropy, and leave-one-out analysis. Our results demonstrated that ASs added to coffee had a positive association with high-grade and low-grade serous ovarian cancer; ASs added to tea had a positive association with oral cavity and pharyngeal cancers, but a negative association with malignant neoplasm of the bronchus and lungs. No other cancers had a genetic causal association with AS consumption. Our MR study revealed that AS consumption had no genetic causal association with major cancers. Larger MR studies or RCTs are needed to investigate small effects and support this conclusion.


Subject(s)
Genome-Wide Association Study , Mendelian Randomization Analysis , Neoplasms , Polymorphism, Single Nucleotide , Sweetening Agents , Humans , Female , Neoplasms/genetics , Sweetening Agents/adverse effects , Tea , Coffee , Ovarian Neoplasms/genetics , Risk Factors
5.
Mol Pain ; 20: 17448069241254201, 2024.
Article in English | MEDLINE | ID: mdl-38670551

ABSTRACT

It has been widely recognized that electroacupuncture (EA) inducing the release of ß-endorphin represents a crucial mechanism of EA analgesia. The arcuate nucleus (ARC) in the hypothalamus is a vital component of the endogenous opioid peptide system. Serving as an integration center, the periaqueductal gray (PAG) receives neural fiber projections from the frontal cortex, insular cortex, and ARC. However, the specific mechanisms how EA facilitates the release of ß-endorphin within the ARC, eliciting analgesic effects are yet to be elucidated. In this study, we conducted in vivo and in vitro experiments by transcriptomics, microdialysis, photogenetics, chemical genetics, and calcium imaging, combined with transgenic animals. Firstly, we detected 2 Hz EA at the Zusanli (ST36) increased the level of ß-endorphin and transcriptional level of proopiomelanocortin (POMC). Our transcriptomics profiling demonstrated that 2 Hz EA at the ST36 modulates the expression of c-Fos and Jun B in ARC brain nuclear cluster, and the transcriptional regulation of 2 Hz EA mainly occur in POMC neurons by Immunofluorescence staining verification. Meaning while, 2 Hz EA specifically activated the cAMP-PKA-CREB signaling pathway in ARC which mediating the c-Fos and Jun B transcription, and 2 Hz EA analgesia is dependent on the activation of cAMP-PKA-CREB signaling pathway in ARC. In order to investigate how the ß-endorphin produced in ARC transfer to integration center PAG, transneuronal tracing technology was used to observe the 2 Hz EA promoted the neural projection from ARC to PAG compared to 100 Hz EA and sham mice. Inhibited PAGGABA neurons, the transfer of ß-endorphin from the ARC nucleus to the PAG nucleus through the ARCPOMC-PAGGABA neural circuit. Furthermore, by manipulating the excitability of POMC neurons from ARCPOMC to PAGGABA using inhibitory chemogenetics and optogenetics, we found that this inhibition significantly reduced transfer of ß-endorphin from the ARC nucleus to the PAG nucleus and the effectiveness of 2 Hz EA analgesia in neurological POMC cyclization recombination enzyme (Cre) mice and C57BL/6J mice, which indicates that the transfer of ß-endorphin depends on the activation of POMC neurons prefect from ARCPOMC to PAGGABA. These findings contribute to our understanding of the neural circuitry underlying the EA pain-relieving effects and maybe provide valuable insights for optimizing EA stimulation parameters in clinical pain treatment using the in vivo dynamic visual investigating the central analgesic mechanism.


Subject(s)
Arcuate Nucleus of Hypothalamus , Electroacupuncture , Periaqueductal Gray , Pro-Opiomelanocortin , beta-Endorphin , Animals , Pro-Opiomelanocortin/metabolism , Pro-Opiomelanocortin/genetics , Periaqueductal Gray/metabolism , Arcuate Nucleus of Hypothalamus/metabolism , Electroacupuncture/methods , beta-Endorphin/metabolism , Male , Mice, Transgenic , Mice, Inbred C57BL , Mice , Proto-Oncogene Proteins c-fos/metabolism , Neurons/metabolism
6.
Sci Rep ; 14(1): 5974, 2024 03 12.
Article in English | MEDLINE | ID: mdl-38472267

ABSTRACT

Schistosomiasis is a major Neglected Tropical Disease, caused by the infection with blood flukes in the genus Schistosoma. To complete the life cycle, the parasite undergoes asexual and sexual reproduction within an intermediate snail host and a definitive mammalian host, respectively. The intra-molluscan phase provides a critical amplification step that ensures a successful transmission. However, the cellular and molecular mechanisms underlying the development of the intra-molluscan stages remain poorly understood. Here, single cell suspensions from S. mansoni mother sporocysts were produced and sequenced using the droplet-based 10X Genomics Chromium platform. Six cell clusters comprising two tegument, muscle, neuron, parenchyma and stem/germinal cell clusters were identified and validated by in situ hybridisation. Gene Ontology term analysis predicted key biological processes for each of the clusters, including three stem/germinal sub-clusters. Furthermore, putative transcription factors predicted for stem/germinal and tegument clusters may play key roles during parasite development and interaction with the intermediate host.


Subject(s)
Parasites , Schistosomiasis mansoni , Schistosomiasis , Animals , Gene Expression Profiling , Mammals/genetics , Mollusca/genetics , Parasites/genetics , Schistosoma mansoni/genetics , Schistosomiasis/parasitology , Schistosomiasis mansoni/parasitology
7.
Eur J Pharmacol ; 971: 176439, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38401605

ABSTRACT

AIMS: Ischemic stroke accounts for 87% of all strokes, and its death and disability bring a huge burden to society. Brain injury caused by ischemia-reperfusion (I/R) is also a major difficulty in clinical treatment and prognosis. Sophoricoside (SOP) is an isoflavone glycoside isolated from the seed of medical herb Sophora japonica L. Previously, SOP was found to be effective in anti-inflammation and glucose-lipid metabolism-related diseases. In order to investigate whether SOP has a regulatory effect on cerebral I/R injury, we conducted this study. METHODS: Here, by application of SOP into MCAO (transient middle cerebral artery occlusion)-induced mice and OGD/R (oxygen glucose deprivation/reperfusion)-induced primary neurons, the regulation effects of SOP was analyzed by detecting neurological score of post-stroke mice, phenotypes of brains and brain sections, cell viabilities, and apoptosis- and inflammation-regulation. RNA sequencing and molecular biology experiments were performed to explore the mechanism of SOP regulating cerebral I/R injury. RESULTS: SOP administration decreased the infarct size, neurological deficit score, neuronal cell injury, inflammation and apoptosis. Mechanistically, SOP exerted its protective effect by activating the AMP-activated protein kinase (AMPK) signaling pathway. CONCLUSION: SOP inhibits cerebral I/R injury by promoting the phosphorylation of AMPK.


Subject(s)
Benzopyrans , Brain Ischemia , Reperfusion Injury , Stroke , Mice , Animals , AMP-Activated Protein Kinases/metabolism , Stroke/drug therapy , Reperfusion Injury/drug therapy , Reperfusion Injury/metabolism , Brain Ischemia/metabolism , Infarction, Middle Cerebral Artery/complications , Infarction, Middle Cerebral Artery/drug therapy , Infarction, Middle Cerebral Artery/metabolism , Glucose/metabolism , Inflammation , Apoptosis
8.
Clin Pharmacol Ther ; 115(6): 1293-1303, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38375585

ABSTRACT

The US Food and Drug Administration can require risk evaluation and mitigation strategy (REMS) programs for prescription drugs to ensure the benefits of use outweigh the risks. We conducted a national survey of physicians' experiences prescribing eight REMS-covered drugs: (1) ambrisentan; (2) bosentan; (3) clozapine; (4) isotretinoin; (5-7) the multiple myeloma (MM) drugs lenalidomide, pomalidomide, thalidomide; and (8) sodium oxybate. Between May 2022 and January 2023, we surveyed 5,331 physician prescribers of these drugs, and 1,295 (24%) returned surveys (range: 149 for bosentan to 226 for MM drugs). Although 765 (68%) respondents thought the certification process provided useful drug information, 757 (67%) wanted materials to include benefit data and 944 (84%) non-REMS-related risk data. A majority (704, 63%) thought the safe use requirements facilitated discussion with patients, but a similar number (637, 57%) attributed delayed medication access to these requirements. In multivariable modeling, MM drug and isotretinoin respondents were less likely than sodium oxybate respondents to agree that the certification process provided useful drug information (MM drug: odds ratio (OR) = 0.37, 95% confidence interval (CI) = 0.25-0.55; isotretinoin: OR = 0.39, 95% CI = 0.25-0.61), and isotretinoin, clozapine, and bosetan respondents were more likely than sodium oxybate respondents to agree that the safe use requirements often delayed medication access (isotretinoin: OR = 5.83, 95% CI = 3.70-9.19; clozapine: OR = 1.65, 95% CI = 1.08-2.54; bosentan: OR = 1.78, 95% CI = 1.12-2.85). Most physicians believe REMS programs convey useful drug safety information and facilitate discussion with patients but also seek information on benefits and non-REMS-related risks and better integration of REMS processes into clinical workflows.


Subject(s)
Physicians , Practice Patterns, Physicians' , Risk Evaluation and Mitigation , Humans , Practice Patterns, Physicians'/standards , Practice Patterns, Physicians'/statistics & numerical data , United States , Surveys and Questionnaires , United States Food and Drug Administration , Prescription Drugs/adverse effects , Prescription Drugs/therapeutic use , Male , Female , Risk Assessment
9.
Molecules ; 29(4)2024 Feb 12.
Article in English | MEDLINE | ID: mdl-38398578

ABSTRACT

The primary aim of this study was to investigate the boron leaching process from alkali-activated ludwigite ore. Initially, the ore underwent activation through roasting at 1050 °C for 60 min with 20% sodium carbonate. Subsequently, the study examined the influence of leaching parameters, including temperature, time, liquid-to-solid ratio, and particle size, using the activated ore as the raw material. Additionally, water leaching characteristics of the residues and boron kinetics were analyzed. The results demonstrated that boron leaching efficiency reached 93.71% from the reduced ludwigite ore under specific conditions: leaching temperature of 180 °C, leaching time of 6 h, liquid-to-solid ratio of 8:1, and feed particle size of 52.31 µm (average particle size). Leach residue characteristics indicated the dissolution of minerals during the process. The boron behavior during water leaching followed the Avrami Equation, and the kinetics equation was derived by fitting the leaching data. Moreover, the activation energy (Ea) value for boron leaching was determined to be 8.812 kJ·mol-1 using the Arrhenius Equation, indicating that the leaching process is controlled by diffusion.

11.
Health Aff (Millwood) ; 43(1): 27-35, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38190596

ABSTRACT

Physicians' knowledge of Food and Drug Administration (FDA) approval processes is important in informing clinical decisions and patient discussions. Among a randomly selected national sample of 509 internists, cardiologists, and oncologists, 41 percent reported moderate or better understanding of the FDA's drug approval process, and 17 percent reported moderate or better understanding of the FDA's medical device approval process. Nearly all physicians thought that randomized, blinded trials that met primary endpoints should be very important factors required to secure regulatory approval. Also, nearly all physicians thought that the FDA should revoke approval for accelerated-approval drugs or breakthrough devices that did not show benefit in postapproval studies. Our findings suggest that physicians commonly lack familiarity with drug and medical device regulatory practices and are under the impression that the data supporting FDA drug and high-risk device approvals are more rigorous than they often are. Physicians would value more rigorous premarket evidence, as well as regulatory action for drugs and devices that do not demonstrate safety and effectiveness in the postmarket setting.


Subject(s)
Oncologists , Physicians , United States , Humans , United States Food and Drug Administration , Drug Approval , Research Design
13.
Am J Epidemiol ; 193(1): 203-213, 2024 Jan 08.
Article in English | MEDLINE | ID: mdl-37650647

ABSTRACT

We developed and validated a claims-based algorithm that classifies patients into obesity categories. Using Medicare (2007-2017) and Medicaid (2000-2014) claims data linked to 2 electronic health record (EHR) systems in Boston, Massachusetts, we identified a cohort of patients with an EHR-based body mass index (BMI) measurement (calculated as weight (kg)/height (m)2). We used regularized regression to select from 137 variables and built generalized linear models to classify patients with BMIs of ≥25, ≥30, and ≥40. We developed the prediction model using EHR system 1 (training set) and validated it in EHR system 2 (validation set). The cohort contained 123,432 patients in the Medicare population and 40,736 patients in the Medicaid population. The model comprised 97 variables in the Medicare set and 95 in the Medicaid set, including BMI-related diagnosis codes, cardiovascular and antidiabetic drugs, and obesity-related comorbidities. The areas under the receiver-operating-characteristic curve in the validation set were 0.72, 0.75, and 0.83 (Medicare) and 0.66, 0.66, and 0.70 (Medicaid) for BMIs of ≥25, ≥30, and ≥40, respectively. The positive predictive values were 81.5%, 80.6%, and 64.7% (Medicare) and 81.6%, 77.5%, and 62.5% (Medicaid), for BMIs of ≥25, ≥30, and ≥40, respectively. The proposed model can identify obesity categories in claims databases when BMI measurements are missing and can be used for confounding adjustment, defining subgroups, or probabilistic bias analysis.


Subject(s)
Medicare , Obesity , Aged , Humans , United States/epidemiology , Obesity/epidemiology , Body Mass Index , Comorbidity , Hypoglycemic Agents , Electronic Health Records
15.
Sci Data ; 10(1): 775, 2023 11 07.
Article in English | MEDLINE | ID: mdl-37935722

ABSTRACT

The flatworm Schistosoma mansoni is an important but neglected pathogen that causes the disease schistosomiasis in millions of people worldwide. The parasite has a complex life cycle, undergoing sexual reproduction in a mammalian host and asexual replication in a snail host. Understanding the molecular mechanisms that the parasite uses to transition between hosts and develop into dimorphic reproductively competent adults may reveal new strategies for control. We present the first comprehensive transcriptomic analysis of S. mansoni, from eggs to sexually naïve worms. Focusing on eight life stages spanning free-living water-borne and parasitic stages from both intermediate and definitive hosts, we have generated deep RNA-seq data for five replicates per group for a total of 75 data sets. The data were produced using a single approach to increase the accuracy of stage-to-stage comparisons and made accessible via a user-friendly tool to visualise and explore gene expression ( https://lifecycle.schisto.xyz/ ). These data are valuable for understanding the biology and sex-specific development of schistosomes and the interpretation of complementary genomic and functional genetics studies.


Subject(s)
Schistosoma mansoni , Transcriptome , Animals , Female , Humans , Male , Gene Expression Profiling , Schistosoma mansoni/genetics , Schistosomiasis mansoni/metabolism , Schistosomiasis mansoni/parasitology , Sex Factors
16.
Nature ; 621(7980): 830-839, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37674079

ABSTRACT

The immune-suppressive tumour microenvironment represents a major obstacle to effective immunotherapy1,2. Pathologically activated neutrophils, also known as polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs), are a critical component of the tumour microenvironment and have crucial roles in tumour progression and therapy resistance2-4. Identification of the key molecules on PMN-MDSCs is required to selectively target these cells for tumour treatment. Here, we performed an in vivo CRISPR-Cas9 screen in a tumour mouse model and identified CD300ld as a top candidate of tumour-favouring receptors. CD300ld is specifically expressed in normal neutrophils and is upregulated in PMN-MDSCs upon tumour-bearing. CD300ld knockout inhibits the development of multiple tumour types in a PMN-MDSC-dependent manner. CD300ld is required for the recruitment of PMN-MDSCs into tumours and their function to suppress T cell activation. CD300ld acts via the STAT3-S100A8/A9 axis, and knockout of Cd300ld reverses the tumour immune-suppressive microenvironment. CD300ld is upregulated in human cancers and shows an unfavourable correlation with patient survival. Blocking CD300ld activity inhibits tumour development and has synergistic effects with anti-PD1. Our study identifies CD300ld as a critical immune suppressor present on PMN-MDSCs, being required for tumour immune resistance and providing a potential target for cancer immunotherapy.


Subject(s)
Myeloid-Derived Suppressor Cells , Neoplasms , Neutrophils , Receptors, Immunologic , Animals , Humans , Mice , CRISPR-Cas Systems , Disease Progression , Gene Editing , Immunotherapy , Myeloid-Derived Suppressor Cells/immunology , Myeloid-Derived Suppressor Cells/pathology , Neoplasms/immunology , Neoplasms/pathology , Neutrophils/immunology , Neutrophils/pathology , Receptors, Immunologic/immunology , Survival Analysis , T-Lymphocytes/cytology , T-Lymphocytes/immunology , T-Lymphocytes/pathology , Tumor Microenvironment , Lymphocyte Activation
17.
ACS Omega ; 8(31): 28511-28518, 2023 Aug 08.
Article in English | MEDLINE | ID: mdl-37576623

ABSTRACT

A series of novel vancomycin analogues with quaternary ammonium moieties have been designed and synthesized for fighting with clinically isolated drug-resistant bacteria. Partial target molecules exhibited potent activity against the tested strains. Among all of the compounds, a triazole quaternary ammonium vancomycin (QAV) derivative QAV-a1 exerted the best antibacterial activities. QAV-a1 was found to be 4- to 32-fold more efficacious than vancomycin against MRSA. Meanwhile, QAV-a1 showed a good pharmacokinetic profile with a half-life of 5.19 ± 0.10 h, which is longer than that of vancomycin (4.3 ± 1.9 h). These results provided guidance for the further exploitation of vancomycin derivatives against drug-resistant bacteria.

18.
Sensors (Basel) ; 23(10)2023 May 15.
Article in English | MEDLINE | ID: mdl-37430677

ABSTRACT

In this paper, a novel staggered double-segmented grating slow-wave structure (SDSG-SWS) is developed for wide-band high-power submillimeter wave traveling-wave tubes (TWTs). The SDSG-SWS can be considered as a combination of the sine waveguide (SW) SWS and the staggered double-grating (SDG) SWS; that is, it is obtained by introducing the rectangular geometric ridges of the SDG-SWS into the SW-SWS. Thus, the SDSG-SWS has the advantages of the wide operating band, high interaction impedance, low ohmic loss, low reflection, and ease of fabrication. The analysis for high-frequency characteristics shows that, compared with the SW-SWS, the SDSG-SWS has higher interaction impedance when their dispersions are at the same level, while the ohmic loss for the two SWSs remains basically unchanged. Furthermore, the calculation results of beam-wave interaction show that the output power is above 16.4 W for the TWT using the SDSG-SWS in the range of 316 GHz-405 GHz with a maximum power of 32.8 W occurring at 340 GHz, whose corresponding maximum electron efficiency is 2.84%, when the operating voltage is 19.2 kV and the current is 60 mA.

19.
J Chromatogr A ; 1706: 464244, 2023 Sep 13.
Article in English | MEDLINE | ID: mdl-37523905

ABSTRACT

Stir bar sorptive extraction is an effective technique for trapping odorants, but there are limited studies on the effect of varying thermal desorption conditions on desorption efficiency of odorants. Therefore, we conducted this study to explore the relationship between desorption conditions and desorption efficiency for 18 odorants with diverse physicochemical properties using instrumental analysis and mathematical modeling. We trained four types of machine learning models using a dataset comprising 864 different combinations of four desorption conditions (each three levels) and physicochemical properties. The prediction value of the selected model was validated using a validation dataset of six new odorants. The Random Forest model had the highest performance (R = 0.910). The order of feature importance using this model was as follows: cryo-focusing temperature, molecular weight, log P, boiling point, desorption temperature, desorption time, and helium flow. For testing on new odorants, the correlations between predicted and experimental data for terpene (R = 0.99), alcohol (R = 0.98), ester (R = 0.92), sulfide (R = 0.89), phenol (R = 0.88), and aldehyde (R = 0.61) were determined.


Subject(s)
Ethanol , Phenols , Reproducibility of Results
20.
Eur Radiol ; 33(11): 8191-8202, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37286790

ABSTRACT

OBJECTIVES: To compare the financial and clinical outcomes of CT myocardial perfusion imaging (CT-MPI) + coronary CT angiography (CCTA)-guided versus CCTA-guided strategy in patients suspected of chronic coronary syndrome (CCS). MATERIALS AND METHODS: This study retrospectively included consecutive patients suspected of CCS and referred for CT-MPI+CCTA-guided and CCTA-guided treatment. The details of medical costs within 3 months after index imaging, including downstream invasive procedures, hospitalization, and medications, were recorded. All patients were followed up for major adverse cardiac events (MACE) at a median time of 22 months. RESULTS: A total of 1335 patients (559 in the CT-MPI+CCTA group and 776 in the CCTA group) were finally included. In the CT-MPI+CCTA group, 129 patients (23.1%) underwent ICA and 95 patients (17.0%) received revascularization. In the CCTA group, 325 patients (41.9%) underwent ICA whereas 194 patients (25.0%) received revascularization. An addition of CT-MPI in the evaluation strategy remarkably reduced the healthcare expenditure, compared with CCTA-guided strategy (USD 1441.36 vs. USD 232.91, p < 0.001). After adjustment for potential cofounders after inverse probability weighting, the CT-MPI+CCTA strategy was significantly associated with lower medical expenditure [adjusted cost ratio (95% CI) for total costs: 0.77 (0.65-0.91), p < 0.001]. In addition, there was no significant difference regarding the clinical outcome between the two groups (adjusted HR= 0.97; p = 0.878). CONCLUSIONS: CT-MPI+CCTA considerably reduced medical expenditures in patients suspected of CCS, compared to the CCTA strategy alone. Moreover, CT-MPI+CCTA led to a lower rate of invasive procedures with a similar long-term prognosis. CLINICAL RELEVANCE STATEMENT: CT myocardial perfusion imaging + coronary CT angiography-guided strategy reduced medical expenditure and invasive procedure rate. KEY POINTS: • CT-MPI+CCTA strategy yielded significantly lower medical expenditure than did the CCTA strategy alone in patients with suspected CCS. • After adjustment for potential confounders, the CT-MPI+CCTA strategy was significantly associated with lower medical expenditure. • No significant difference was observed regarding the long-term clinical outcome between the two groups.


Subject(s)
Coronary Artery Disease , Myocardial Perfusion Imaging , Humans , Computed Tomography Angiography/methods , Myocardial Perfusion Imaging/methods , Retrospective Studies , Coronary Angiography/methods , Tomography, X-Ray Computed , Coronary Artery Disease/diagnostic imaging , Predictive Value of Tests
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