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1.
Gerontology ; 70(2): 115-124, 2024.
Article in English | MEDLINE | ID: mdl-37926080

ABSTRACT

INTRODUCTION: Previous studies have suggested that the D-dimer to fibrinogen ratio (DD/Fg) could be a potential predictor for deep vein thrombosis, pulmonary embolism, and stroke severity. However, the association between plasma DD/Fg and functional outcome following acute ischemic stroke (AIS) has been unclear. METHODS: Our study followed the STROBE guideline and used a prospective cohort design to investigate this association. A total of 454 patients with AIS were enrolled consecutively in our study, and the National Institute of Health Stroke Scale (NIHSS) and modified Rankin Scale (mRS) were assessed for stroke severity and functional outcome, respectively. RESULTS: We found a significant difference in DD/Fg values between the three groups based on NIHSS scores at admission. Specifically, the DD/Fg values were higher in the poor functional outcome group (mRS score of 2-6) compared to the favorable functional outcome group (mRS score of 0-1) at the 1-year follow-up (p < 0.001). Additionally, the DD/Fg values were independently associated with poor functional prognosis at 1 year following the onset of stroke, even after adjusting for potential confounders (OR 9.21, 95% CI, 3.68-23.02, p < 0.001). CONCLUSIONS: Our findings suggest that DD/Fg values at admission may serve as risk predictors for poor functional outcomes in patients with AIS 1 year after the stroke.


Subject(s)
Fibrin Fibrinogen Degradation Products , Ischemic Stroke , Stroke , Humans , Fibrinogen , Longitudinal Studies , Prospective Studies , Treatment Outcome , Retrospective Studies
2.
J Magn Reson Imaging ; 55(5): 1491-1503, 2022 05.
Article in English | MEDLINE | ID: mdl-34549842

ABSTRACT

BACKGROUND: Preoperative assessment of the consistency of pituitary macroadenomas (PMA) might be needed for surgical planning. PURPOSE: To investigate the diagnostic performance of radiomics models based on multiparametric magnetic resonance imaging (mpMRI) for preoperatively evaluating the tumor consistency of PMA. STUDY TYPE: Retrospective. POPULATION: One hundred and fifty-six PMA patients (soft consistency, N = 104 vs. hard consistency, N = 52), divided into training (N = 108) and test (N = 48) cohorts. The tumor consistency was determined on surgical findings. FIELD STRENGTH/SEQUENCE: T1-weighted imaging (T1WI), contrast-enhanced T1WI (T1CE), and T2-weighted imaging (T2WI) using spin-echo sequences with a 3.0-T scanner. ASSESSMENT: An automated three-dimensional (3D) segmentation was performed to generate the volume of interest (VOI) on T2WI, then T1WI/T1CE were coregistered to T2WI. A total of 388 radiomic features were extracted on each VOI of mpMRI. The top-discriminative features were identified using the minimum-redundancy maximum-relevance method and 0.632+ bootstrapping. The radiomics models based on each sequence and their combinations were established via the random forest (RF) and support vector machine (SVM), and independently evaluated for their ability in distinguishing PMA consistency. STATISTICAL TESTS: Mann-Whitney U-test and Chi-square test were used for comparison analysis. The area under the receiver operating characteristic curve (AUC), accuracy (ACC), sensitivity (SEN), specificity (SPE), and relative standard deviation (RSD) were calculated to evaluate each model's performance. ACC with P-value<0.05 was considered statistically significant. RESULTS: Eleven mpMRI-based features exhibited statistically significant differences between soft and hard PMA in the training cohort. The radiomics model built on combined T1WI/T1CE/T2WI demonstrated the best performance among all the radiomics models with an AUC of 0.90 (95% confidence interval [CI]: 0.87-0.92), ACC of 0.87 (CI: 0.84-0.89), SEN of 0.83 (CI: 0.81-0.85), and SPE of 0.87 (CI: 0.85-0.99) in the test cohort. DATA CONCLUSION: Radiomic features based on mpMRI have good performance in the presurgical evaluation of PMA consistency. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY: Stage 2.


Subject(s)
Multiparametric Magnetic Resonance Imaging , Pituitary Neoplasms , Humans , Magnetic Resonance Imaging , Pituitary Neoplasms/diagnostic imaging , Retrospective Studies , Support Vector Machine
3.
BMC Cancer ; 21(1): 1063, 2021 Sep 28.
Article in English | MEDLINE | ID: mdl-34583662

ABSTRACT

BACKGROUND: Transarterial chemoembolization (TACE) is an effective treatment for patients with hepatocellular carcinoma (HCC). However, the impact of hepatitis B viral (HBV) infection and body mass index (BMI) on TACE is controversial. The present study aimed to compare the influence of HBV and high BMI on TACE outcomes in advanced HCC. METHODS: Based on HBV infection history and BMI, patients were assigned to different subgroups. Blood samples were collected and analyzed by an enzyme-linked immunosorbent assay (ELISA) kit. The primary endpoint was progression-free survival (PFS) and the overall survival (OS) in the population. RESULTS: Compared to overweight combined HBV patients who received TACE, people with normal weight or no viral infection had significantly better OS and PFS. Sex, age, portal vein tumor thrombus, BCLC, ECOG, and tumor diameter are the main risk factors affecting PFS and OS. Except for the postoperative fever, no significant difference was detected in adverse reactions. Irrespective of TACE, the average expression of HMGB1 in hepatitis or obesity patients was higher than that in normal individuals and did not show upregulation after TACE. Patients without overweight or HBV infection had a low expression of serum HMGB1 that was substantially upregulated after TACE. CONCLUSIONS: In this study, overweight combined HBV infection patients had shorter PFS and OS than other HCC patients. Thus, HBV and BMI maybe two factors affecting the efficacy of TACE via upregulated HMGB1.


Subject(s)
Carcinoma, Hepatocellular/therapy , Chemoembolization, Therapeutic/methods , Hepatitis B/complications , Liver Neoplasms/therapy , Overweight/complications , Age Factors , Body Mass Index , Carcinoma, Hepatocellular/mortality , Chemoembolization, Therapeutic/adverse effects , Female , HMGB1 Protein/blood , Hepatitis B/blood , Hepatitis B/mortality , Hepatitis B virus , Humans , Kaplan-Meier Estimate , Liver Neoplasms/mortality , Male , Middle Aged , Overweight/blood , Overweight/mortality , Portal Vein , Progression-Free Survival , Retrospective Studies , Risk Factors , Sex Factors , Thrombosis/complications , Treatment Outcome
4.
Eur Radiol ; 31(12): 9287-9295, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34021389

ABSTRACT

OBJECTIVES: To evaluate the diagnostic accuracy of super-selective pseudo-continuous arterial spin labeling (ss-pCASL) at depicting external carotid artery (ECA) perfusion territory in moyamoya disease (MMD). METHODS: In total, 103 patients with MMD who underwent both ss-pCASL and digital subtraction angiography (DSA, the reference standard) were included. There were 3, 184, and 19 normal, preoperative, and postoperative MMD hemispheres, respectively. The ss-pCASL results were interpreted by two different visual inspection criteria: presence or absence and definite or indefinite ECA perfusion territory. The performance of ss-pCASL at depiction of ECA perfusion territory was compared to that of DSA. The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy were calculated. The κ statistic was used to assess intermodality and inter-reader agreement. RESULTS: When interpreted as presence or absence, the sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of ss-pCASL for depicting ECA perfusion territory were 78.3 %, 79.6 %, 92.5 %, 53.4 %, and 78.6 %, respectively, and the intermodality and inter-reader agreement were κ = 0.49 (CI: 0.43 - 0.55, p < 0.01) and 0.71 (CI: 0.66 - 0.76, p < 0.01), respectively. When interpreted as definite or indefinite, the respective values were 61.1%, 100%, 100%, 44.5%, 70.4%, κ = 0.42 (CI: 0.37 - 0.47, p < 0.01), and 0.90 (CI: 0.87 - 0.93, p < 0.01). CONCLUSION: ss-pCASL has substantial sensitivity and specificity compared with DSA for depicting the presence versus absence of ECA perfusion territory in MMD. As a noninvasive method in which no ion radiation or contrast medium is needed, ss-pCASL may potentially reduce the need for repeated DSA examination. KEY POINTS: • Super-selective pseudo-continuous arterial spin labeling (ss-pCASL) is a noninvasive vessel-selective MR technique to demonstrate perfusion territory of a single cerebral artery. • Compared with digital subtraction angiography, ss-pCASL has substantial sensitivity and specificity for depicting the perfusion territory of the external carotid artery in brain parenchyma in moyamoya disease. • ss-pCASL may potentially reduce the need for repeated DSA examination.


Subject(s)
Moyamoya Disease , Angiography, Digital Subtraction , Carotid Artery, External , Cerebrovascular Circulation , Humans , Magnetic Resonance Angiography , Moyamoya Disease/diagnostic imaging , Spin Labels
5.
Eur Radiol ; 31(12): 9252-9261, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34263361

ABSTRACT

OBJECTIVES: To evaluate whether the signal intensity ratio (rSI) of the draining vein on silent MR angiography is correlated with arteriovenous (A-V) transit time on digital subtraction angiography (DSA), thereby identifying high-flow A-V shunt in brain arteriovenous malformation (BAVM), and to analyze whether the rSI and the characteristic of draining veins on silent MRA are associated with hemorrhage presentation. METHODS: Eighty-one draining veins of 46 participants with BAVM (mean age 33.2 ± 16.9 years) who underwent silent MRA and DSA were evaluated retrospectively. The correlation between the rSI of the draining vein on silent MRA and A-V transit time on DSA was examined. The AUC-ROC was obtained to evaluate the performance of the rSI in determining the presence of high-flow A-V shunt. The characteristics of draining veins with the maximum rSI (rSImax) were further compared between the hemorrhagic and non-hemorrhagic untreated BAVM. RESULTS: The rSI of each draining vein on silent MRA was significantly correlated with A-V transit time from DSA (r = -0.81, p < .001). The AUC-ROC was 0.89 for using the rSI to determine the presence of high-flow A-V shunt. A cut-off rSI value of 1.09 yielded a sensitivity of 82.4% and a specificity of 82.8%. The draining vein with rSImax and no ectasia was significantly more observed in the hemorrhagic group (p = 0.045). CONCLUSIONS: The rSI of the draining vein on silent MRA is significantly correlated with A-V transit time on DSA, and it can be used as an indicator of high-flow A-V shunt in BAVM. KEY POINTS: • The signal intensity ratio (rSI) of the draining vein on silent MRA significantly correlated with arteriovenous (A-V) transit time of brain arteriovenous malformation (BAVM) on digital subtraction angiography (DSA). • The area under the receiver operating characteristic curve (AUC) was 0.89 for using the rSI of draining veins to determine high-flow A-V shunt. • Draining veins with maximum rSI and no ectasia were significantly more observed in the hemorrhagic group of BAVM (p = 0.045).


Subject(s)
Intracranial Arteriovenous Malformations , Adolescent , Adult , Angiography, Digital Subtraction , Brain/diagnostic imaging , Humans , Intracranial Arteriovenous Malformations/complications , Intracranial Arteriovenous Malformations/diagnostic imaging , Magnetic Resonance Angiography , Middle Aged , Retrospective Studies , Young Adult
6.
Nutr Metab Cardiovasc Dis ; 31(9): 2700-2706, 2021 08 26.
Article in English | MEDLINE | ID: mdl-34218986

ABSTRACT

BACKGROUND AND AIMS: Gender-specific differences were found in serum uric acid (SUA) levels and the risk of isolated distal deep vein thrombosis (IDDVT). This study aimed to explore the association among gender, SUA, and IDDVT in stroke patients. METHODS AND RESULTS: Finally, 3404 patients were recruited and divided into two groups: IDDVT (n = 1233) and Non-IDDVT (n = 2171) groups. Propensity score matching (PSM) was conducted to match the patients. Binary logistic regression was adopted to explore the association between SUA and IDDVT, with the SUA divided into quartiles. After PSM, 975 patients were included in each group. Non-IDDVT group had a larger proportion of male than IDDVT group (64.9% vs. 52.7%, p < 0.001). Moreover, males showed higher SUA levels than females (316.7 ± 102.1 vs. 261.8 ± 94.0 µmol/L, t = 12.1, p < 0.001). The highest quartile of SUA (≥346 µmol/L) showed a lower risk of IDDVT (OR = 0.629, p = 0.001), while the lowest quartile (≤225 µmol/L) showed a higher risk of IDDVT (OR = 1.361, p = 0.022). CONCLUSION: In patients with stroke, SUA played a protective role in IDDVT. Females had a higher risk of IDDVT, which may be owing to the lower SUA levels than males. In clinical practice, more attention should be paid to the risk of IDDVT in females, especially those with lower SUA levels.


Subject(s)
Health Status Disparities , Stroke/blood , Uric Acid/blood , Venous Thrombosis/blood , Aged , Aged, 80 and over , Biomarkers/blood , China/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Protective Factors , Risk Assessment , Risk Factors , Sex Factors , Stroke/diagnosis , Stroke/epidemiology , Venous Thrombosis/diagnostic imaging , Venous Thrombosis/epidemiology
7.
Stroke ; 51(10): 2997-3006, 2020 10.
Article in English | MEDLINE | ID: mdl-32951540

ABSTRACT

BACKGROUND AND PURPOSE: Symptomatic hemorrhage contributes to an increased risk of repeated bleeding and morbidity in cerebral cavernous malformation (CCM). A better understanding of morbidity after CCM hemorrhage would be helpful to identify patients of higher risk for unfavorable outcome and tailor individualized management. METHODS: We identified 282 consecutive patients who referred to our institute from 2014 to 2018 for CCM with symptomatic hemorrhage and had an untreated follow-up period over 6 months after the first hemorrhage. The morbidity after hemorrhage was described in CCM of different features. Nomogram to predict morbidity was formulated based on the multivariable model of risk factors. The predictive accuracy and discriminative ability of nomogram were determined with concordance index (C-index) and calibration curve, and further validated in an independent CCM cohort of a prospective multicenter study from 2019 to 2020. RESULTS: The overall morbidity of CCM was 26.2% after a mean follow-up of 1.9 years (range 0.5-3.5 years) since the first hemorrhage. The morbidity during untreated follow-up was associated with hemorrhage ictus (adjusted odds ratio per ictus increase, 4.17 [95% CI, 1.86-9.33]), modified Rankin Scale score at initial hemorrhage (adjusted odds ratio per point increase, 2.57 [95% CI, 1.82-3.63]), brainstem location (adjusted odds ratio, 2.93 [95% CI, 1.28-6.68]), and associated developmental venous anomaly (adjusted odds ratio, 2.21 [95% CI, 1.01-4.83]). Subgroup analysis revealed similar findings in brainstem and non-brainstem CCM. Nomogram was contracted based on these features. The calibration curve showed good agreement between nomogram prediction and actual observation. The C-index of nomogram predicting morbidity was 0.83 (95% CI, 0.77-0.88). In validation cohort, the nomogram maintained the discriminative ability (C-index, 0.87 [95% CI, 0.78-0.96]). CONCLUSIONS: Multiple symptomatic hemorrhages, initial neurological function after hemorrhage, brainstem location, and associated developmental venous anomaly were associated with morbidity of CCM hemorrhage. The nomogram represented a practical approach to provide individualized risk assessment for CCM patients. Registration: URL: https://www.clinicaltrials.gov. Unique identifier: NCT04076449.


Subject(s)
Hemangioma, Cavernous, Central Nervous System/complications , Intracranial Hemorrhages/etiology , Adult , Female , Follow-Up Studies , Hemangioma, Cavernous, Central Nervous System/diagnostic imaging , Humans , Intracranial Hemorrhages/diagnostic imaging , Magnetic Resonance Imaging , Male , Middle Aged , Nomograms , Recurrence , Risk Assessment , Risk Factors , Young Adult
8.
Neuroradiology ; 62(1): 39-47, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31482190

ABSTRACT

PURPOSE: To search for the risk factors closely related to cerebral cavernous malformation associated with developmental venous anomaly (CCM-DVA) lesions rupture, laying foundations for the development of reasonable individual treatment plans for patients. METHODS: In this retrospective study, we collected CCM-DVA patients who met the inclusion criteria in our outpatient department from 2014 to 2017, MRI scans were performed including susceptibility-weighted imaging (SWI) and contrast-enhanced imaging, characteristics and basic clinical information were collected then statistically analyzed, CCM-DVA lesions were divided into 3 types according to the location and quantitative relationship between CCM and DVA. RESULTS: A total number of 319 adult patients were identified with 41.2±11.9 years on average, though univariate and multivariate regression analysis, ruptured presentations were more common in patients with prior hemorrhage (p=0.003), type III CCM-DVA lesions (p=0.001), lesions volume>1 cm3 (p<0.001), infratentorial lesions especially located in midbrain (p=0.019), pontine (p=0.007), medulla (p=0.015). Caplan-Meier curve shows a lower Hemorrhage-free survival rate on patients with type III CCM-DVA lesions (log-rank, p=0.0222), functional area lesions (log-rank, p<0.001), lesions volume>1 cm3 (log-rank, p<0.001), infratentorial lesions (log-rank, p=0.0002). CONCLUSION: The classification based on the relationship between CCM and DVA may be meaningful to predict the risk of lesion rupture and CCM lesions next to DVA distal branches showed a higher risk of rupture.


Subject(s)
Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/etiology , Hemangioma, Cavernous, Central Nervous System/complications , Hemangioma, Cavernous, Central Nervous System/diagnostic imaging , Intracranial Arteriovenous Malformations/complications , Intracranial Arteriovenous Malformations/diagnostic imaging , Adolescent , Adult , Aged , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Retrospective Studies , Risk Assessment , Rupture , Young Adult
9.
Eur Radiol ; 27(7): 2868-2876, 2017 Jul.
Article in English | MEDLINE | ID: mdl-27900505

ABSTRACT

OBJECTIVES: Children with brain arteriovenous malformations (bAVMs) are at risk of life-threatening haemorrhage in their early lives. Our aim was to analyse various angioarchitectural features of bAVM to predict the risk of subsequent haemorrhage during follow-up in children. METHODS: We identified all consecutive children admitted to our institution for bAVMs between July 2009 and September 2015. Children with at least 1 month of treatment-free follow-up after diagnosis were included in further analysis. Annual rates of AVM rupture as well as several potential risk factors for subsequent haemorrhage were analysed using Kaplan-Meier analyses and Cox proportional hazards regression models. RESULTS: We identified 110 paediatric patients with a mean follow-up period of 2.1 years (range, 1 month-15.4 years). The average annual risk of haemorrhage from untreated AVMs was 4.3 % in children. No generalised venous ectasia in conjunction with fast arteriovenous shunt was predictive of subsequent haemorrhage (RR, 7.55; 95 % CI 1.96-29.06). The annual rupture risk was 11.1 % in bAVMs without generalised venous ectasia but with fast arteriovenous shunt. CONCLUSIONS: bAVM angiographic features suggesting unbalanced inflow and outflow might be helpful to identify children at higher risk for future haemorrhage. KEY POINTS: • Haemorrhage risk stratification is important for children with untreated brain AVM. • Angiographic features suggesting unbalanced inflow and outflow predict paediatric brain AVM haemorrhage. • Identifying AVMs with high rupture risk help patient selection and tailoring treatment.


Subject(s)
Cerebral Angiography/methods , Cerebral Hemorrhage/diagnosis , Cerebrovascular Circulation/physiology , Intracranial Arteriovenous Malformations/diagnosis , Magnetic Resonance Imaging/methods , Risk Assessment/methods , Adolescent , Cerebral Hemorrhage/epidemiology , Cerebral Hemorrhage/etiology , Child , Child, Preschool , China/epidemiology , Female , Humans , Incidence , Infant , Infant, Newborn , Intracranial Arteriovenous Malformations/complications , Intracranial Arteriovenous Malformations/physiopathology , Kaplan-Meier Estimate , Male , Proportional Hazards Models , Risk Factors , Survival Rate/trends , Tomography, X-Ray Computed
10.
Cerebrovasc Dis ; 43(5-6): 231-241, 2017.
Article in English | MEDLINE | ID: mdl-28241126

ABSTRACT

BACKGROUND: Children with untreated brain arteriovenous malformations (bAVM) are at risk of encountering life-threatening hemorrhage very early in their lives. The primary aim of invasive treatment is to reduce unfavorable outcome associated with a bAVM rupture. A better understanding of the morbidity of bAVM hemorrhage might be helpful for weighing the risks of untreated bAVM and invasive treatment. Our aim was to assess the clinical outcome after bAVM rupture and identify features to predict severe hemorrhage in children. METHODS: We identified all consecutive children admitted to our institution for bAVMs between July 2009 and December 2014. Clinical outcome after hemorrhagic presentation and subsequent hemorrhage was evaluated using the modified Rankin Scale (mRS) for children. The association of demographic characteristics and bAVM morphology with severe hemorrhage (mRS >3 or requiring emergency hematoma evacuation) was studied using univariate and multivariable regression analyses. A nomogram based on multivariable analysis was formulated to predict severe hemorrhage risk for individual patients. RESULTS: A total of 134 patients were identified with a mean treatment-free follow-up period of 2.1 years. bAVM ruptured in 83 (62%) children: 82 had a hemorrhage at presentation and 6 of them experienced a recurrent hemorrhage during follow-up; 1 patient had other diagnostic symptoms but bled during follow-up. Among them, 49% (41/83) had a severe hemorrhage; emergency hematoma evacuation was required in 28% of them (23/83), and 24% (20/83) remained as disabled (mRS ≥3) at last follow-up. Forty-six percent (38/82) of children with hemorrhagic presentation were severely disabled (mRS >3). Forty-three percent (3/7) were severely disabled after subsequent hemorrhage. The annual rate of severe subsequent hemorrhage was 1% in the overall cohort and 3.3% in children with ruptured presentation. All the subsequent severe hemorrhage events occurred in children with severe hemorrhage history (7%, 3/41). Periventricular location, non-temporal lobe location, and long draining vein were predictors for severe hemorrhage in pediatric untreated bAVMs. A nomogram based on bAVM morphology was contracted to predict severe hemorrhage risk for individual patients, which was well calibrated and had a good discriminative ability (adjusted C-statistic, 0.72). CONCLUSIONS: Evaluating bAVM morbidity and morphology might be helpful for weighing the risks of untreated bAVM in pediatric patients.


Subject(s)
Hematoma/etiology , Intracranial Arteriovenous Malformations/complications , Intracranial Hemorrhages/etiology , Adolescent , Age Factors , Chi-Square Distribution , Child , Child, Preschool , Databases, Factual , Disability Evaluation , Female , Hematoma/diagnostic imaging , Hematoma/physiopathology , Hematoma/therapy , Humans , Infant , Intracranial Arteriovenous Malformations/diagnostic imaging , Intracranial Hemorrhages/diagnostic imaging , Intracranial Hemorrhages/physiopathology , Intracranial Hemorrhages/therapy , Logistic Models , Male , Multivariate Analysis , Nomograms , Odds Ratio , Prognosis , Risk Assessment , Risk Factors , Severity of Illness Index
11.
Sensors (Basel) ; 17(11)2017 Nov 03.
Article in English | MEDLINE | ID: mdl-29099793

ABSTRACT

Sensors are increasingly used in mobile environments with wireless network connections. Multiple sensor types measure distinct aspects of the same event. Their measurements are then combined to produce integrated, reliable results. As the number of sensors in networks increases, low energy requirements and changing network connections complicate event detection and measurement. We present a data fusion scheme for use in mobile wireless sensor networks with high energy efficiency and low network delays, that still produces reliable results. In the first phase, we used a network simulation where mobile agents dynamically select the next hop migration node based on the stability parameter of the link, and perform the data fusion at the migration node. Agents use the fusion results to decide if it should return the fusion results to the processing center or continue to collect more data. In the second phase. The feasibility of data fusion at the node level is confirmed by an experimental design where fused data from color sensors show near-identical results to actual physical temperatures. These results are potentially important for new large-scale sensor network applications.

12.
Sensors (Basel) ; 16(12)2016 Dec 09.
Article in English | MEDLINE | ID: mdl-27941662

ABSTRACT

The design of movement trajectories for mobile sink plays an important role in data gathering for Wireless Sensor Networks (WSNs), as it affects the network coverage, and packet delivery ratio, as well as the network lifetime. In some scenarios, the whole network can be divided into subareas where the nodes are randomly deployed. The node densities of these subareas are quite different, which may result in a decreased packet delivery ratio and network lifetime if the movement trajectory of the mobile sink cannot adapt to these differences. To address these problems, we propose an adjustable trajectory design method based on node density for mobile sink in WSNs. The movement trajectory of the mobile sink in each subarea follows the Hilbert space-filling curve. Firstly, the trajectory is constructed based on network size. Secondly, the adjustable trajectory is established based on node density in specific subareas. Finally, the trajectories in each subarea are combined to acquire the whole network's movement trajectory for the mobile sink. In addition, an adaptable power control scheme is designed to adjust nodes' transmitting range dynamically according to the movement trajectory of the mobile sink in each subarea. The simulation results demonstrate that the proposed trajectories can adapt to network changes flexibly, thus outperform both in packet delivery ratio and in energy consumption the trajectories designed only based on the network size and the whole network node density.

13.
Sensors (Basel) ; 16(4): 449, 2016 Mar 29.
Article in English | MEDLINE | ID: mdl-27043562

ABSTRACT

Existing methods for tracking mobile sinks in Wireless Sensor Networks (WSNs) often incur considerable energy consumption and overhead. To address this issue, we propose a Detour-Aware Mobile Sink Tracking (DAMST) method via analysis of movement angle changes of mobile sinks, for collecting data in a low-overhead and energy efficient way. In the proposed method, while a mobile sink passes through a region, it appoints a specific node as a region agent to collect information of the whole region, and records nodes near or on its trajectory as footprints. If it needs information from the region agent in a future time it will construct an energy efficient path from the region agent to itself by calculating its own movement angles according to the footprints, as well as getting rid of detours by analyzing these movement angles. Finally, the performance of the tracking method is evaluated systematically under different trajectory patterns and footprint appointment intervals. The simulation results consolidate that DAMST has advantages in reducing energy consumption and data overhead.

14.
Zhongguo Dang Dai Er Ke Za Zhi ; 16(12): 1206-10, 2014 Dec.
Article in Zh | MEDLINE | ID: mdl-25523566

ABSTRACT

OBJECTIVE: To study the clinical effect and mechanisms of specific sublingual immunotherapy (SLIT) for the treatment of allergic rhinitis or asthma in children. METHODS: Thirty children suffering from Dermatophagoides farinae-allergic rhinitis or asthma (case group) and 30 healthy children (control group) were enrolled in this study. The case group accepted SLIT between January and December 2011. The ratio of forced expiratory volume in one second (FEV1) and its expected value, the ratio of airway resistance and its expected value, peripheral blood eosinophil (Eos) count and serum levels of IL-17 and IL-35 were measured before treatment and one and two years after treatment. The rhinitis or asthma symptom scores were rated and the level of asthma control was monitored. RESULTS: Serum IL-17 level in the case group was significantly higher than in the control group before treatment and one year after treatment (P<0.01). Furthermore, serum IL-17 level in the case group gradually decreased from before treatment to 1 year to 2 years after treatment (P<0.01). By two years of treatment, there was no significant difference in serum IL-17 level between the case and control groups (P>0.05). The changes of serum IL-35 level after treatment were opposite to serum IL-17 in the case group. The ratio of FEV1 and its expected value gradually increased from before treatment to 1 year to 2 years after treatment (P<0.01) in the case group. In contrast, the change of the ratio of airway resistance and its expected value and Eos count gradually decreased from before treatment to 1 year to 2 years after treatment (P<0.01) in the case group. More patients achieved improved rhinitis or asthma symptom scores two years after treatment than one year after treatment in the case group (P<0.01). SLIT was effective in 85% of children with allergic rhinitis one after treatment vs 100% two years after treatment. Asthma control was observed in 76% of the asthmatic patients one after treatment vs 92% two years after treatment. CONCLUSIONS: SLIT is effective for allergic rhinitis and asthma in children, and the treatment period of two years seems to be superior to one year. The mechanism of action of SLIT for the treatment of allergic rhinitis and asthma may be associated with inhibition of IL-17 expression and promotion of IL-35 expression.


Subject(s)
Asthma/therapy , Interleukin-17/blood , Interleukins/blood , Rhinitis, Allergic/therapy , Sublingual Immunotherapy , Adolescent , Asthma/blood , Child , Child, Preschool , Female , Humans , Male , Rhinitis, Allergic/blood
15.
Microbiome ; 12(1): 130, 2024 Jul 18.
Article in English | MEDLINE | ID: mdl-39026313

ABSTRACT

BACKGROUND: The gut virome has been implicated in inflammatory bowel disease (IBD), yet a full understanding of the gut virome in IBD patients, especially across diverse geographic populations, is lacking. RESULTS: In this study, we conducted a comprehensive gut virome-wide association study in a Chinese cohort of 71 IBD patients (15 with Crohn's disease and 56 with ulcerative colitis) and 77 healthy controls via viral-like particle (VLP) and bulk virome sequencing of their feces. By utilizing an integrated gut virus catalog tailored to the IBD virome, we revealed fundamental alterations in the gut virome in IBD patients. These characterized 139 differentially abundant viral signatures, including elevated phages predicted to infect Escherichia, Klebsiella, Enterococcus_B, Streptococcus, and Veillonella species, as well as IBD-depleted phages targeting Prevotella, Ruminococcus_E, Bifidobacterium, and Blautia species. Remarkably, these viral signatures demonstrated high consistency across diverse populations such as those in Europe and the USA, emphasizing their significance and broad relevance in the disease context. Furthermore, fecal virome transplantation experiments verified that the colonization of these IBD-characterized viruses can modulate experimental colitis in mouse models. CONCLUSIONS: Building upon these insights into the IBD gut virome, we identified potential biomarkers for prognosis and therapy in IBD patients, laying the foundation for further exploration of viromes in related conditions. Video Abstract.


Subject(s)
Feces , Gastrointestinal Microbiome , Inflammatory Bowel Diseases , Virome , Humans , Gastrointestinal Microbiome/genetics , Animals , Feces/virology , Feces/microbiology , Mice , Inflammatory Bowel Diseases/virology , Inflammatory Bowel Diseases/microbiology , Female , Male , Adult , Middle Aged , Crohn Disease/virology , Crohn Disease/microbiology , Bacteriophages/genetics , Bacteriophages/isolation & purification , Colitis, Ulcerative/virology , Colitis, Ulcerative/microbiology , Bacteria/classification , Bacteria/genetics , Bacteria/isolation & purification , China , Fecal Microbiota Transplantation , Case-Control Studies , Viruses/classification , Viruses/isolation & purification , Viruses/genetics
16.
Eur J Radiol ; 178: 111572, 2024 Jun 13.
Article in English | MEDLINE | ID: mdl-39002268

ABSTRACT

OBJECTIVE: Accurate nidus segmentation and quantification have long been challenging but important tasks in the clinical management of Cerebral Arteriovenous Malformation (CAVM). However, there are still dilemmas in nidus segmentation, such as difficulty defining the demarcation of the nidus, observer-dependent variation and time consumption. The aim of this study isto develop an artificial intelligence model to automatically segment the nidus on Time-Of-Flight Magnetic Resonance Angiography (TOF-MRA) images. METHODS: A total of 92patients with CAVM who underwent both TOF-MRA and DSA examinations were enrolled. Two neurosurgeonsmanually segmented the nidusonTOF-MRA images,which were regarded as theground-truth reference. AU-Net-basedAImodelwascreatedfor automatic nidus detectionand segmentationonTOF-MRA images. RESULTS: The meannidus volumes of the AI segmentationmodeland the ground truthwere 5.427 ± 4.996 and 4.824 ± 4.567 mL,respectively. The meandifference in the nidus volume between the two groups was0.603 ± 1.514 mL,which wasnot statisticallysignificant (P = 0.693). The DSC,precision and recallofthe testset were 0.754 ± 0.074, 0.713 ± 0.102 and 0.816 ± 0.098, respectively. The linear correlation coefficient of the nidus volume betweenthesetwo groupswas 0.988, p < 0.001. CONCLUSION: The performance of the AI segmentationmodel is moderate consistent with that of manual segmentation. This AI model has great potential in clinical settings, such as preoperative planning, treatment efficacy evaluation, riskstratification and follow-up.

17.
Ann Transl Med ; 11(1): 13, 2023 Jan 15.
Article in English | MEDLINE | ID: mdl-36760245

ABSTRACT

Background: Sepsis-induced cardiac dysfunction (SICD) is a common complication of sepsis and contributes to mortality and the complexity of management in patients with sepsis. Recombinant human angiotensin-converting enzyme 2 (rhACE2) has been reported to protect the heart from injury and dysfunction in conditions which involve increased angiotensin II (Ang II). In this study, we aimed to detect the effects of rhACE2 on SICD. Methods: A SICD model was developed in male C57/B6 mice by lipopolysaccharide (LPS) intraperitoneal injection. When cardiac dysfunction was confirmed by echocardiography 3 hours after LPS administration, mice were treated with either saline, rhACE2, or rhACE2 + A779. All mice received echocardiographic examination at 6 hours after LPS injection and then were sacrificed for serum and myocardial tissues collection. Angiotensin, cardiac troponin I (cTnI), and inflammatory markers in serum were measured. Histopathology features were examined by hematoxylin and eosin (HE) and terminal deoxynucleotidyl transferase (TdT) dUTP nick-end labeling (TUNEL) staining to evaluate structure injury and cell pyroptosis rate in heart tissue respectively. Pyroptosis-related proteins and signaling pathways involved in nucleotide binding and oligomerization domain-like receptor family pyrin domain-containing 3 (NLRP3) inflammasome activation in heart tissue were investigated by western blot (WB). Results: RhACE2 relieved myocardial injury and improved cardiac function in mice with SICD accompanied by decrease of Ang II and increase of angiotensin 1-7 (Ang 1-7) in serum. RhACE2 diminished activation of NLRP3 inflammasome, inflammatory response, and cell pyroptosis induced by LPS. In addition, rhACE2 partly inhibited activation of nuclear factor κB (NF-κB), the p38 mitogen-activated protein kinase (MAPK) pathway, and promoted activation of the AMP-activated protein kinase-α1 (AMPK-α1) pathway in heart tissue. Administration of A779 offset the inhibitive effects of rhACE2 on NLRP3 expression and protective role on cardiac injury and dysfunction in mice with SICD. Conclusions: RhACE2 plays a protective role in SICD, ameliorating cardiac injury and dysfunction through NF-κB, p38 MAPK, and the AMPK-α1/NLRP3 inflammasome pathway dependent on converting Ang II to Ang 1-7.

18.
Exp Anim ; 72(3): 356-366, 2023 Aug 07.
Article in English | MEDLINE | ID: mdl-36927982

ABSTRACT

Myocardial cell damage is associated with apoptosis and excessive inflammatory response in sepsis. Histone deacetylases (HDACs) are implicated in the progression of heart diseases. This study aims to explore the role of histone deacetylase 9 (HDAC9) in sepsis-induced myocardial injury. Lipopolysaccharide (LPS)-induced Sprague Dawley rats and cardiomyocyte line H9C2 were used as models in vivo and in vitro. The results showed that HDAC9 was significantly upregulated after LPS stimulation, and HDAC9 knockdown remarkably improved cardiac function, as evidenced by decreased left ventricular internal diameter end diastole (LVEDD) and left ventricular internal diameter end systole (LVESD), and increased fractional shortening (FS)% and ejection fraction (EF)%. In addition, HDAC9 silencing alleviated release of inflammatory cytokines (tumor necrosis factor-α (TNF-α), IL-6 and IL-1ß) and cardiomyocyte apoptosis in vivo and in vitro. Furthermore, HDAC9 inhibition was proved to suppress nuclear factor-kappa B (NF-κB) activation with reducing the levels of p-IκBα and p-p65, and p65 nuclear translocation. Additionally, interaction between miR-214-3p and HDAC9 was determined through bioinformatics analysis, RT-qPCR, western blot and dual luciferase reporter assay. Our data revealed that miR-214-3p directly targeted the 3'UTR of HDAC9. Our findings demonstrate that HDAC9 suppression ameliorates LPS-induced cardiac dysfunction by inhibiting the NF-κB signaling pathway and presents a promising therapeutic agent for the treatment of LPS-stimulated myocardial injury.


Subject(s)
MicroRNAs , Sepsis , Animals , Rats , Apoptosis/genetics , Histone Deacetylases/genetics , Lipopolysaccharides/pharmacology , MicroRNAs/metabolism , NF-kappa B/metabolism , Rats, Sprague-Dawley , Sepsis/complications , Sepsis/drug therapy
19.
J Cancer Res Ther ; 19(6): 1525-1532, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-38156918

ABSTRACT

OBJECTIVE: To comparatively evaluate drug-eluting bead transarterial chemoembolization (DEB-TACE) and conventional transarterial chemoembolization (cTACE) for efficacy, safety, and related prognostic factors in the treatment of colorectal liver metastasis (CRLM). MATERIALS AND METHODS: This study retrospectively analyzed 75 patients with CRLM-administered DEB-TACE (n = 36) or cTACE (n = 39) between January 2016 and December 2017. Local control, survival outcome, and complications were compared between the two groups. Univariate and multivariate analyses of prognostic factors affecting progression-free survival (PFS) and overall survival (OS) were performed. RESULTS: The median follow-up in the two groups was 10.5 months (range, 0.5-22). Median PFS and OS in the DEB-TACE group were 10.0 and 13.0 months, respectively, and 6.0 and 8.5 months in the cTACE group, respectively (P = 0.009 and P = 0.008). The 3-, 6-, and 12-month OS rates in the DEB-TACE group were 100.0%, 94.4%, and 55.6%, respectively, and 92.3%, 71.8%, and 35.9% in the cTACE group, respectively. The 3-month OS rate (P = 0.083) showed no significant difference between the two groups, but significant differences were found in the 6- and 12-month OS rates (P = 0.008 and P = 0.030). Univariate and multivariate survival analyses showed that treatment method, tumor size, and tumor number were independent prognostic factors affecting PFS and OS. CONCLUSION: DEB-TACE has advantages over cTACE in prolonging PFS and OS in patients with CRLM. Treatment method, tumor number, and tumor size are important prognostic factors affecting PFS and OS. However, further multicenter and prospective trials are needed to confirm a deeper comparison between DEB-TACE and cTACE in patients with CRLM.


Subject(s)
Carcinoma, Hepatocellular , Chemoembolization, Therapeutic , Colorectal Neoplasms , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/pathology , Chemoembolization, Therapeutic/methods , Colorectal Neoplasms/therapy , Liver Neoplasms/pathology , Microspheres , Prognosis , Prospective Studies , Retrospective Studies , Treatment Outcome
20.
Transl Androl Urol ; 12(12): 1871-1884, 2023 Dec 31.
Article in English | MEDLINE | ID: mdl-38196698

ABSTRACT

Background: Sepsis-associated acute kidney injury (SA-AKI) is a common complication of sepsis and greatly increases patient mortality. Recombinant human Klotho protein (Klotho) is a protective protein that can be secreted by the kidney. The aim of this study was to explore the protective effect of Klotho on SA-AKI and its molecular mechanism. Methods: In vivo, a mouse SA-AKI model was constructed by cecum ligation perforation (CLP). In vitro, a human renal tubular cell epithelial cell line (HK2) was induced with lipopolysaccharide (LPS) in the SA-AKI model. Determine renal injury markers, inflammatory factors, oxidative stress and molecular proteins related to the ferroptosis signaling pathway. Results: Klotho reduced the release of renal injury markers and inflammatory cytokines, decreased oxidative stress, improved renal histopathological changes, ameliorated mitochondrial damage in mouse renal tubular epithelial cells, increased HK2 cell viability and reduced reactive oxygen species (ROS) accumulation. Exogenous supplementation with Klotho increased the Klotho content in circulating blood, renal tissue and HK2 cells. Conclusions: In the SA-AKI model, Klotho attenuated renal tissue injury, increased HK2 cell viability, decreased inflammatory factor expression and oxidative stress, restored tubular epithelial mitochondrial function, and increased its level in circulating blood, renal tissue and HK2 cells. Klotho probably exerts its protective effects by activating Nrf2 to inhibit the ferroptosis signaling pathway.

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