Quantitative imaging for predicting hematoma expansion in intracerebral hemorrhage: A multimodel comparison.

BACKGROUND: Several studies report that radiomics provides additional information for predicting hematoma expansion in intracerebral hemorrhage (ICH). However, the comparison of diagnostic performance of radiomics for predicting revised hematoma expansion (RHE) remains unclear. METHODS: The cohort comprised 312 consecutive patients with ICH. A total of 1106 radiomics features from seven categories were extracted using Python software. Support vector machines achieved the best performance in both the training and validation datasets. Clinical factors models were constructed to predict RHE. Receiver operating characteristic curve analysis was used to assess the abilities of non-contrast computed tomography (NCCT) signs, radiomics features, and combined models to predict RHE. RESULTS: We finally selected the top 21 features for predicting RHE. After univariate analysis, 4 clinical factors and 5 NCCT signs were selected for inclusion in the prediction models. In the training and validation dataset, radiomics features had a higher predictive value for RHE (AUC = 0.83) than a single NCCT sign and expansion-prone hematoma. The combined prediction model including radiomics features, clinical factors, and NCCT signs achieved higher predictive performances for RHE (AUC = 0.88) than other combined models. CONCLUSIONS: NCCT radiomics features have a good degree of discrimination for predicting RHE in ICH patients. Combined prediction models that include quantitative imaging significantly improve the prediction of RHE, which may assist in the risk stratification of ICH patients for anti-expansion treatments.

Incidence, characteristics and outcome of post-stroke recrudescence in the Chinese population: a single-centre observational study.

OBJECTIVES: The aim of our observational study was to investigate the incidence, clinical characteristics and outcome of post-stroke recrudescence (PSR) in the Chinese population. DESIGN AND SETTING: Single-centre prospective observational study in China. PARTICIPANTS: A total of 1114 patients who had a suspected stroke were prospectively screened from October 2020 to February 2022. OUTCOME MEASURES: The primary outcome was the proportion of patients with functional independence defined as a score of 0-2 on the modified Rankin Scale (mRS) at 3 months. Secondary outcomes were: early neurological improvement (ENI), defined as a National Institutes of Health Stroke Scale (NIHSS) score of 0 or an improvement of ≥2 points from admission at 24 hours; mortality within 3 months; stroke recurrence within 3 months and length of stay in hospital. RESULTS: A total of 959 patients with cerebral infarction and 30 patients without an available magnetic resonance imaging (MRI) scan were excluded. Among the 125 included patients, 27 cases of PSR (2.4%), 50 cases of transient ischaemic attack (TIA) (4.5%) and 48 cases of stroke mimics (SMs) (4.3%) were identified. A higher frequency of infection at admission (22.2% vs 2%, p=0.007) was observed in patients with PSR compared with patients with TIA, and a lower proportion of functional independence at 3 months (80% vs 98%, p=0.015) was seen. Patients with TIA had a higher frequency of ENI compared with patients with PSR and SMs (98% vs 59.3%, p<0.001; 98% vs 52.1%, p<0.001). Patients with PSR exhibited a higher frequency of grade 2 Fazekas deep white matter hyperintensity compared with those with SMs (33.3% vs 8.3%, p=0.010). CONCLUSIONS: PSR is not uncommon in patients presenting with stroke symptoms and can be distinguished from TIA and SMs based on a combination of clinical features and trigger in the Chinese population. The neurological deficits of patients with PSR often resolve within several days following the resolution of the trigger.

[Three-Step Interdisciplinary Team Program for Nasogastric Tube Care].

Patients with chewing disorders and dysphagia often take nutrition via nasogastric tube feeding. Patients with indwelling nasogastric tubes often experience discomfort, resulting in increased incidences of self-extubation and slippage. Frequent changes or misplacement of the nasogastric tube may also cause patient safety issues such as aspiration pneumonia, gastrointestinal trauma, and pneumothorax. Collaboration within the interdisciplinary team is needed to provide proper nasogastric tube care prior to placement, during the indwelling process, and during the removal of the nasogastric tube. Interdisciplinary teams should develop standardized procedures for nasogastric tube care, initiate swallow screening, oral care and training early, and develop a care plan for nasogastric tube removal. An evidence-based, practical example of nasogastric tube care implemented by an interdisciplinary team in a neurology unit is presented in this article. Interdisciplinary teams may assist patients to prepare to return to a normal tube-free life using individualized, safe, and dignified nasogastric tube care to improve quality of life.

Evaluation of the Chinese version of the swallowing screen in stroke patients with dysphagia.

OBJECTIVE: The purpose of this study was to validate a Chinese version of the modified Standardized Swallowing Assessment (SSA) instrument used by nurses in stroke patients with dysphagia and explore the feasibility of the simplified instrument. MATERIALS AND METHODS: This study involved a cross-sectional design. Nurses independently applied the modified SSA to 127 patients with stroke before a complete dysphagia evaluation conducted by a speech-language pathologist. Factor analysis of eight dysphagia variables in the modified SSA was performed to evaluate construct validity. The accuracy of the screening instrument was assessed through receiver operating characteristic (ROC) analysis. RESULTS: The comprehensive swallowing assessment revealed that 49.6% of the stroke patients had dysphagia. The modified SSA had an acceptable internal consistency coefficient. The inter-rater agreement between nurses using the modified SSA showed a Kappa coefficient of 0.509. All items had a communality loading of >0.5, and two factors accounted for 73.89% of the response variance. The area under the ROC curve was 0.79 (95% confidence interval: 0.71-0.87). The sensitivity and specificity derived for dysphagia detection were satisfactory according to the results obtained from the original 8-item and simplified 6-item scales (sensitivities = 82.50% and 81.00% and specificities = 59.40% and 64.10%, respectively; accuracy = 70.87% and 72.44%, respectively). CONCLUSION: This preliminary study suggests that the modified SSA is a potentially reliable and valid nurse-administered screening instrument for dysphagia detection in patients with stroke.

Clinical implications of evolutionary patterns of homologous, full-length hepatitis B virus quasispecies in different hosts after perinatal infection.

Chronic hepatitis B virus (HBV) infection via perinatal transmission is common in the Asia-Pacific region, but related quasispecies (QS) characteristics are not yet defined. To investigate the homologous, full-length HBV QS after perinatal infection and their clinical implications, five pairs of mother-daughter patients with chronic HBV infection (one patient with liver cirrhosis, one with immune tolerance, and eight with chronic hepatitis) were included. Full-length HBV were amplified by PCR from serum samples before antiviral treatment and cloned; an average of 17 clones per sample were sequenced, and the QS complexities, diversities, and evolution patterns were analyzed. Full-length HBV sequence similarities within mother-daughter pairs were 91.3 to 98.3%. The QS complexities of full-length HBV were similar between mothers and daughters (median of 0.9734 compared to 0.9688, P>0.05), as were the diversities (median of 3.396×10(-3) compared to 4.617×10(-3) substitutions/site, P>0.05). However, the distribution patterns of QS complexities and diversities within specific genes were different, and QS genetic distances of the mothers were higher than those of daughters, both more evident in pairs with different antiviral responses and different immune phases or stages. The nucleotide substitution rate of full-length HBV was 14.388×10(-5) substitutions/site/year, whereas the preC/C gene rate was the highest. Mutations and indels were more common in clones from the mothers, which decreased the affinity of epitopes by 6- to 89-fold. The various genes from homologous HBV genomes evolved in different patterns despite numerically comparable full-length QS complexities and diversities. The different patterns may correlate with the immune stages of chronic HBV infection, which warrants further study.

Evolutionary patterns of hepatitis B virus quasispecies under different selective pressures: correlation with antiviral efficacy.

OBJECTIVE: To investigate the evolution of hepatitis B virus (HBV) quasispecies (QS) within the reverse transcriptase (RT) region during the early stage of entecavir treatment and its impact on virological response, and to compare evolutionary patterns under different selective pressures. METHODS: 31 patients with chronic hepatitis B receiving entecavir (17 responders and 14 partial responders according to the HBV DNA levels at week 48) and 25 patients receiving lamivudine (14 responders and 11 non-responders) as controls were included. An average of 26 clones (2892 total from both groups) spanning the RT region per sample was sequenced. RESULTS: QS complexity and diversity, in addition to alanine aminotransferase and HBV DNA levels, were comparable between responders and partial responders at baseline. However, QS complexity in responders at week 4 was statistically lower than that in partial responders at the nucleotide level (0.6494 vs. 0.7723, p=0.039). Net changes in diversity as well as the viral nucleotide substitution rate of responders were higher than those of partial responders, and both correlated with virological responses at both week 48 and the final visit (mean: 28 months). A preliminary model of QS evolution variables predicted 16 of 17 responders and 13 of 14 partial responders in the entecavir group. Despite significant differences between responders to entecavir and responders to lamivudine at week 4, the characteristics of QS were quite similar between partial responders to entecavir and non-responders to lamivudine. CONCLUSIONS: The evolutionary patterns of HBV RT QS differ between responders and partial responders during the early stage of entecavir treatment. Characteristics of HBV QS evolution during the first 4 weeks contribute to the prediction of long-term virological responses. The similar patterns of HBV RT QS in partial responders and non-responders receiving different nucleoside analogues may imply a novel mechanism of drug resistance, which warrants further investigation.