Enhancing trainee performance in obstetric ultrasound through an artificial intelligence system: randomized controlled trial.

OBJECTIVE: Performing obstetric ultrasound scans is challenging for inexperienced operators; therefore, the prenatal screening artificial intelligence system (PSAIS) software was developed to provide real-time feedback and guidance for trainees during their scanning procedures. The aim of this study was to investigate the potential benefits of utilizing such an artificial intelligence system to enhance the efficiency of obstetric ultrasound training in acquiring and interpreting standard basic views. METHODS: A prospective, single-center randomized controlled study was conducted at The First Affiliated Hospital of Sun Yat-sen University. From September 2022 to April 2023, residents with no prior obstetric ultrasound experience were recruited and assigned randomly to either a PSAIS-assisted training group or a conventional training group. Each trainee underwent a four-cycle practical scan training program, performing 20 scans in each cycle on pregnant volunteers at 18-32 gestational weeks, focusing on acquiring and interpreting standard basic views. At the end of each cycle, a test scan evaluated trainees' ability to obtain standard ultrasound views without PSAIS assistance, and image quality was rated by both the trainees themselves and an expert (in a blinded manner). The primary outcome was the number of training cycles required for each trainee to meet a certain standard of proficiency (i.e. end-of-cycle test scored by the expert at ≥ 80%). Secondary outcomes included the expert ratings of the image quality in each trainee's end-of-cycle test and the discordance between ratings by trainees and the expert. RESULTS: In total, 32 residents and 1809 pregnant women (2720 scans) were recruited for the study. The PSAIS-assisted trainee group required significantly fewer training cycles compared with the non-PSAIS-assisted group to meet quality requirements (P = 0.037). Based on the expert ratings of image quality, the PSAIS-assisted training group exhibited superior ability in acquiring standard imaging views compared with the conventional training group in the third (P = 0.012) and fourth (P < 0.001) cycles. In both groups, the discordance between trainees' ratings of the quality of their own images and the expert's ratings decreased with increasing training time. A statistically significant difference in overall trainee-expert rating discordance between the two groups emerged at the end of the first training cycle and remained at every cycle thereafter (P < 0.013). CONCLUSION: By assisting inexperienced trainees in obtaining and interpreting standard basic obstetric scanning views, the use of artificial intelligence-assisted systems has the potential to improve training effectiveness. © 2024 International Society of Ultrasound in Obstetrics and Gynecology.

Genomic glucocorticoid action in embryonic mouse neural stem cells.

Prenatal exposure to synthetic glucocorticoids (sGCs) reprograms brain development and predisposes the developing fetus towards potential adverse neurodevelopmental outcomes. Using a mouse model of sGC administration, previous studies show that these changes are accompanied by sexually dimorphic alterations in the transcriptome of neural stem and progenitor cells (NSPCs) derived from the embryonic telencephalon. Because cell type-specific gene expression profiles tightly regulate cell fate decisions and are controlled by a flexible landscape of chromatin domains upon which transcription factors and enhancer elements act, we multiplexed data from four genome-wide assays: RNA-seq, ATAC-seq (assay for transposase accessible chromatin followed by genome wide sequencing), dual cross-linking ChIP-seq (chromatin immunoprecipitation followed by genome wide sequencing), and microarray gene expression to identify novel relationships between gene regulation, chromatin structure, and genomic glucocorticoid receptor (GR) action in NSPCs. These data reveal that GR binds preferentially to predetermined regions of accessible chromatin to influence gene programming and cell fate decisions. In addition, we identify SOX2 as a transcription factor that impacts the genomic response of select GR target genes to sGCs (i.e., dexamethasone) in NSPCs.

[Prenatal genetic diagnosis of the fetuses with isolated corpus callosum abnormality].

Objective: To explore the application value of chromosome karyotype analysis, chromosomal microarray analysis (CMA) and whole exome sequencing (WES) in prenatal diagnosis of isolated corpus callosum abnormality (CCA) fetus. Methods: Fetuses diagnosed with isolated CCA by ultrasound and MRI and receiving invasive prenatal diagnosis in Guangzhou Women and Children's Medical Center and Qingyuan People's Hospital from January 2010 to April 2021 were selected. Karyotype analysis and/or CMA [or copy number variation sequencing (CNV-seq)] were performed on all fetal samples, and WES was performed on fetal samples and their parents whose karyotype analysis and/or CMA (or CNV-seq) results were not abnormal. Results: Among 65 fetuses with isolated CCA, 38 cases underwent karyotype analysis, and 3 cases were detected with abnormal karyotypes, with a detection rate of 8% (3/38). A total of 49 fetuses with isolated CCA underwent CMA (or CNV-seq) detection, and 6 cases of pathogenic CNV were detected, the detection rate was 12% (6/49). Among them, the karyotype analysis results were abnormal, and the detection rate of further CMA detection was 1/1. The karyotype results were normal, and the detection rate of further CMA (or CNV-seq) detection was 14% (3/21). The detection rate of CMA as the first-line detection technique was 7% (2/27). A total of 25 fetuses with isolated CCA with negative results of karyotyping and/or CMA were tested by WES, and 9 cases (36%, 9/25) were detected with pathogenic genes. The gradient genetic diagnosis of chromosomal karyotyping, CMA and WES resulted in a definite genetic diagnosis of 26% (17/65) of isolated CCA fetuses. Conclusions: Prenatal genetic diagnosis of isolated CCA fetuses is of great clinical significance. The detection rate of CMA is higher than that of traditional karyotyping. CMA detection could be used as a first-line detection technique for fetuses with isolated CCA. WES could increase the pathogenicity detection rate of fetuses with isolated CCA when karyotype analysis and/or CMA test results are negative.

Safety and efficacy of extra-ventricular drainage combined with urokinase administration in the management of intraventricular hemorrhage.

BACKGROUND: Intraventricular hemorrhage (IVH) is a severe form of stroke. Studies of existing treatment options are controversial. Therefore, we aimed to evaluate the safety and efficacy of extra ventricular drainage (EVD) combined with uPA administration for the treatment of IVH. METHODS: The clinical data of 157 IVH patients admitted to our department during 2019-2022 were retrospectively analyzed. Based on the Glasgow Outcome Score (GOS) after 30 days, patients were categorized into favorable outcome (GOS4-5) and poor outcome (GOS1-3), and factors with prognostic impact were screened by univariate and multifactorial analysis, followed by propensity score matching and screening of paired patients for comparative analysis between the uPA and non-uPA groups. RESULTS: Patient age, uPA use, initial GCS score, and intracranial hematoma volume can all influence the patient's GOS. After propensity score-matched screening, 72 patients were finally included, 36 each in the uPA and non-uPA groups. Analysis revealed that at the follow-up after 30 days, 50.0% of patients with a GOS score of 4-5 were in the uPA group compared with 30.6% in the non-uPA group; however, they were not statistically significantly different. In contrast, the mean clearance of hematoma after four days was significantly higher in the uPA group than in the non-uPA group (P<0.05) and did not increase the incidence of postoperative complications (P>0.05). CONCLUSION: uPA treatment may eliminate hematomas faster and reduce the rate of obstruction. However, its effectiveness in improving patient prognosis does not appear to be significant. Therefore, studies with larger samples may be needed to further validate its effectiveness.

Mathematical method for physics-based rill erosion process using detachment and transport capacities.

Quantification of rill erosion processes is of great importance in both model parameter estimations for process-based rill erosion models and in model performance verification. This study presents a mathematical method to determine a physics-based rill erosion process derived from the feedback relationship of transport capacity and detachment capacity. Experimental data sets were used to determine transport capacities under steep slope gradients of 15°, 20°, and 25° and the detachment capacities. The estimated transport and detachment capacities were then used to determine the sediment delivery processes under different hydraulic regimes. The sediment concentrations along the rill determined with the mathematical method were compared with the experimental measurements to verify the methodology and the mathematics. Results showed that the mathematical model results agreed well with the experimental data in references. The predicted detachment capacity calculated by the new method was capable of predicting saturated, unsaturated, and thawed slope, but incapable of partially thawed soil. This study not only supports the analytical solution to the differential equation of rill erosion, but also verifies that the experimental method was fit well with the mathematical concept. The new method provides a useful and efficient way to quantify rill erosion processes.

[Related factors of postoperative complications of radical resection for adenocarcinoma of esophagogastric junction].

Adenocarcinoma of esophagogastric junction (AEG) is at a special anatomic site with obviously higher morbidity of postoperative complication than gastric cancers at other sites. Postoperative quality of life and survival rate are influenced by the occurrence of complications. Moreover, the perioperative complications are associated with multiple factors such as patient factors (advanced age, obesity and preoperative nutritional status), surgical factors (surgical route, surgical procedure, resection range and prophylactic multivisceral resection), tumor factors (size, stage) etc. Optimizing perioperative management and formulating standardized surgical methods are the key points to prevent postoperative complications of AEG. In conclusion, we should strive to ensure the radical resection and reduce the occurrence of postoperative complications in order to truly benefit patients.

Use of real-time artificial intelligence in detection of abnormal image patterns in standard sonographic reference planes in screening for fetal intracranial malformations.

OBJECTIVES: To develop and validate an artificial intelligence system, the Prenatal ultrasound diagnosis Artificial Intelligence Conduct System (PAICS), to detect different patterns of fetal intracranial abnormality in standard sonographic reference planes for screening for congenital central nervous system (CNS) malformations. METHODS: Neurosonographic images from normal fetuses and fetuses with CNS malformations at 18-40 gestational weeks were retrieved from the databases of two tertiary hospitals in China and assigned randomly (ratio, 8:1:1) to training, fine-tuning and internal validation datasets to develop and evaluate the PAICS. The system was built based on a real-time convolutional neural network (CNN) algorithm, You Only Look Once, version 3 (YOLOv3). An image dataset from a third tertiary hospital was used to further validate, externally, the performance of the PAICS and to compare its performance with that of sonologists with different levels of expertise. Furthermore, a prospective video dataset was employed to evaluate the performance of the PAICS in a real-time scan scenario. The diagnostic accuracy, sensitivity, specificity and area under the receiver-operating-characteristics curve (AUC) were calculated to assess the performance of the PAICS and to compare this with the performance of sonologists with different levels of experience. RESULTS: In total, 43 890 images from 16 297 pregnancies and 169 videos from 166 pregnancies were used to develop and validate the PAICS. The system achieved excellent performance in identifying 10 types of intracranial image pattern, with macro- and microaverage AUCs, respectively, of 0.933 (95% CI, 0.798-1.000) and 0.977 (95% CI, 0.970-0.985) for the internal validation image dataset, 0.902 (95% CI, 0.816-0.989) and 0.898 (95% CI, 0.885-0.911) for the external validation image dataset and 0.969 (95% CI, 0.886-1.000) and 0.981 (95% CI, 0.974-0.988) in the real-time scan setting. The performance of the PAICS was comparable to that of expert sonologists in terms of macro- and microaverage accuracy (P = 0.863 and P = 0.775, respectively), sensitivity (P = 0.883, P = 0.846) and AUC (P = 0.891, P = 0.788), but required significantly less time (0.025 s per image for PAICS vs 4.4 s for experts, P < 0.001). CONCLUSIONS: Both in the image dataset and in the real-time scan setting, the PAICS achieved excellent diagnostic performance for various fetal CNS abnormalities. Its performance was comparable to that of experts, but it required less time. A CNN algorithm can be trained to detect fetal CNS abnormalities. The PAICS has the potential to be an effective and efficient tool in screening for fetal CNS malformations in clinical practice. © 2021 International Society of Ultrasound in Obstetrics and Gynecology.

[Effect of splenectomy on the risk of hepatocellular carcinoma development among patients with liver cirrhosis and portal hypertension: a multi-institutional cohort study].

Objective: To identify whether splenectomy for treatment of hypersplenism has any impact on development of hepatocellular carcinoma(HCC) among patients with liver cirrhosis and hepatitis. Methods: Patients who underwent splenectomy for hypersplenism secondary to liver cirrhosis and portal hypertension between January 2008 and December 2012 were included from seven hospitals in China, whereas patients receiving medication treatments for liver cirrhosis and portal hypertension (non-splenectomy) at the same time period among the seven hospitals were included as control groups. In the splenectomy group, all the patients received open or laparoscopic splenectomy with or without pericardial devascularization. In contrast, patients in the control group were treated conservatively for liver cirrhosis and portal hypertension with medicines (non-splenectomy) with no invasive treatments, such as transjugular intrahepatic portosystemic shunt, splenectomy or liver transplantation before HCC development. All the patients were routinely screened for HCC development with abdominal ultrasound, liver function and alpha-fetoprotein every 3 to 6 months. To minimize the selection bias, propensity score matching (PSM) was used to match the baseline data of patients among splenectomy versus non-splenectomy groups. The Kaplan-Meier method was used to calculate the overall survival and cumulative incidence of HCC development, and the Log-rank test was used to compare the survival or disease rates between the two groups. Univariate and Cox proportional hazard regression models were used to analyze the potential risk factors associated with development of HCC. Results: A total of 871 patients with liver cirrhosis and hypertension were included synchronously from 7 tertiary hospitals. Among them, 407 patients had a history of splenectomy for hypersplenism (splenectomy group), whereas 464 patients who received medical treatment but not splenectomy (non-splenectomy group). After PSM,233 pairs of patients were matched in adjusted cohorts. The cumulative incidence of HCC diagnosis at 1,3,5 and 7 years were 1%,6%,7% and 15% in the splenectomy group, which was significantly lower than 1%,6%,15% and 23% in the non-splenectomy group (HR=0.53,95%CI:0.31 to 0.91,P=0.028). On multivariable analysis, splenectomy was independently associated with decreased risk of HCC development (HR=0.55,95%CI:0.32 to 0.95,P=0.031). The cumulative survival rates of all the patients at 1,3,5,and 7 years were 100%,97%,91%,86% in the splenectomy group,which was similar with that of 100%,97%,92%,84% in the non-splenectomy group (P=0.899). In total,49 patients (12.0%) among splenectomy group and 75 patients (16.2%) in non-splenectomy group developed HCC during the study period, respectively. Compared to patients in non-splenectomy group, patients who developed HCC after splenectomy were unlikely to receive curative resection for HCC (12.2% vs. 33.3%,χ²=7.029, P=0.008). Conclusion: Splenectomy for treatment of hypersplenism may decrease the risk of HCC development among patients with liver cirrhosis and portal hypertension.

[Analysis of families with fetal congenital abnormalities but negative prenatal diagnosis by whole exome sequencing].

Objective: To evaluate the value of whole exome sequencing (WES) in prenatal clinical application. Methods: A total of 1 152 cases of congenital abnormal [including structural malformation, nuchal translucency (NT) thickening and intrauterine growth restriction] with traditional prenatal diagnosis [including G-band karyotype analysis and chromosome microarray analysis (CMA)] negative were analyzed. The congenital abnormal fetuses were divided into retrospective group and prospective group according to the time of WES detection, that is whether the pregnancy termination or not. According to the specific location of fetal malformation and their family history, the cohort was divided into subgroups. The clinical prognosis of all fetuses were followed up, and the effect of WES test results on pregnancy decision-making and clinical intervention were analyzed. According to the follow-up results, the data of fetuses with new phenotypes in the third trimester or after birth were re-analyzed. Results: Among 1 152 families who received WES, 5 families were excluded because of nonbiological parents. Among the remaining 1 147 families, 152 fetuses obtained positive diagnosis (13.3%,152/1 147), including 74 fetuses in the retrospective group (16.1%,74/460) and 78 fetuses in the prospective group (11.4%,78/687). In fetuses with negative CMA and G-band karyotype analysis results but new phenotypes in the third trimester or after birth, the positive rate by WES data re-analysis was 4.9% (8/163). A total of 34 (21.3%, 34/160) fetuses were directly affected by the corresponding positive molecular diagnosis. Among 68 cases of live births with diagnostic variation grade 4, 29 cases (42.7%, 29/68) received appropriate medical intervention through rapid review of WES results. Conclusions: WES could increase the detection rate of abnormal fetuses with negative G-banding karyotype analysis and CMA by 13.3%. Prenatal WES could guide pregnancy decision-making and early clinical intervention. It might be an effective strategy to pay attention to the special follow-up of the third trimester and postnatal fetus and to re-analyze the WES data.

[Study on the expression of microRNA-1825 in serum of pre-operative and post-operative patients with breast cancer].

By measuring the relative expression level of miR-1825 in serum of pre-operative and post-operative patients with breast cancer and healthy subjects, the clincal value of miR-1825 for pre-operative and post-operative breast cancer patients was evaluated.The serum of pre-operative breast cancer patients(n=92), post-operative breast cancer patients(n=64) and healthy subjects(n=60) were collected from General Hospital of Southern Theatre Command of PLA from October 2018 to March 2021. Real-time quantitative PCR was used to detect the relative expression of miR-1825 in the serum of breast cancer patients and healthy controls. The clinicopathological data were used to analyze the correlation between the expression level of miR-1825 and serum tumor markers level. The receiver operating characteristic curve (ROC) was used to evaluate the diagnosis value of breast cancer with miR-1825, CA15-3. Mann-Whitney U test was used for comparisons between two groups,and Kruskal-Wallis H test was used for multiple group comparisons. The correlation between miR-1825 and CEA, CA15-3, CA-125 expression were analyzed using Spearman correlation test.The relative expression level of miR-1825 in serum of pre-operative patients with breast cancer 1.290(0.705, 1.793) was significantly higher than that of healthy controls 0.18(-0.876, 0.725), but decreased after surgery and chemotherapy -0.080(-0474, 0.405). The analysis of clinicopathological characteristics found that the expression level of miR-1825 was higher in patients with stage Ⅲ-Ⅳ, low degree of tissue differentiation, and tumor larger than 2 cm[stageⅠ-Ⅱ:0.975(0.458, 1.380), stageⅢ-Ⅳ: 1.955(1.663, 2.535), U=98.000, P<0.001;low degree of tissue differentiation:1.685(1.448, 2.143), high/medium degree of tissue differentiation:0.700(0.395, 0.898), U=15.500, P<0.001; tumor smaller than 2 cm:0.935(0.438, 1.370), tumor larger than 2 cm:1.915(1.580, 2.288), U=215.500, P<0.001].Spearman analysis result showed that the expression of serum miR-1825 in breast cancer patients was linearly correlated with the expression of CEA (r=0.274, P=0.008) and CA15-3 (r=0.587, P<0.001); ROC curve result showed that miR-1825 was able to distinguish preoperative breast cancer patients from healthy people and postoperative patients. When using one biomarker to discriminate pre-operation and post-operation patients,miR-1825 had the best diagnostic efficiency,with an area under the ROC curve(AUC) of 0.914(95%CI: 0.872-0.956). miR-1825 may become a potential serum marker for the diagnosis of breast cancer and monitoring of therapeutic efficacy.

[Bimatoprost promotes hair growth of reconstructed hair follicles in mice through activation of the Wnt/ß-catenin signaling pathway].

Objective: To investigate effect of Bimatoprost (BimP) on growth of reconstructed hair follicles in recipient nude mice. Methods: Primary epidermal and dermal cells were isolated from newborn C57BL/6J mice (1-day-old) skins, and the reconstructed hair follicles was implanted in the dorsal skin of Balb/c-nu nude mice using a silicon chamber protocol, then, the 18 nude mice were randomly divided into control group, BimP group and minoxidil group, with 6 mice in each group. After 2 weeks, topical treatment was applied to the grafted area of the nude mice by 2% minoxidil 100 µl, 0.03% BimP 100 µl and saline 100 µl, respectively, once daily for 2 weeks. At day 14 after treatment, the mice were euthanized to measure the length of dorsal hair, and the number and hair cycle of the reconstructed follicles was observed histologically. The total mRNA and proteins expression of Wnt3a, LEF1, ß-catenin and Frizzled7 were determined by qPCR and Western Blotting. The distribution and expression of ß-catenin in the reconstructed follicles was detected by immunofluorescence staining. Results: As compared to the control group, the BimP group had thicker and longer hair [(0.57±0.07) vs (0.36±0.05) cm, P<0.01], no significant difference was seen between the BimP and minoxidil group. The mRNA expression levels of Wnt3a (2.73±0.17 vs 1.00±0.14, P<0.01)、LEF1(1.71±0.12 vs 1.00±0.19, P<0.01)、ß-catenin (2.37±0.21vs 1.00±0.11, P<0.01) and Frizzled7 (2.62±0.15vs 1.00±0.18, P<0.01) were significantly increased in BimP group compared with the control group. Western Blotting showed the same results, the protein expression levels of Wnt3a (1.44±0.21vs 1.00±0.13, P<0.05)、LEF1 (1.36±0.15 vs 1.00±0.09, P<0.05)、ß-catenin (1.60±0.13 vs 1.00±0.16, P<0.01) and Frizzled7 (1.52±0.15 vs 1.00±0.21, P<0.05) in BimP group were higher than those in control group, and the difference was statistically significant. Immunofluorescence staining showed that ß-catenin was strongly expressed in hair bulb cells and sebaceous gland cells of reconstructed hair follicles in BimP group and minoxidil group, whereas barely seen in the control group. Conclusion: BimP directly promotes growth of reconstructed hair follicles in mice by activating canonical Wnt/ß-catenin signaling pathway.

Maternal plasma soluble neuropilin-1 is downregulated in fetal growth restriction complicated by abnormal umbilical artery Doppler: a pilot study.

OBJECTIVES: Placental expression of neuropilin-1 (NRP1), a proangiogenic member of the vascular endothelial growth factor receptor family involved in sprouting angiogenesis, was recently discovered to be downregulated in pregnancies with fetal growth restriction (FGR) and abnormal umbilical artery (UA) Doppler. Soluble NRP1 (sNRP1) is an antagonist to NRP1; however, little is known about its role in normal and FGR pregnancies. This study tested the hypotheses that, first, sNRP1 would be detectable in maternal circulation and, second, its concentration would be upregulated in FGR pregnancies compared to those with normal fetal growth and this would correlate with the severity of the disease as assessed by UA Doppler. METHODS: This was a prospective case-control pilot study of 40 singleton pregnancies (20 FGR cases and 20 uncomplicated controls) between 24 + 0 and 40 + 0 weeks' gestation followed in an academic perinatal center from January 2015 to May 2017. FGR was defined as an ultrasound-estimated fetal weight < 10th percentile for gestational age. The control group was matched to the FGR group for maternal age and gestational age at assessment. Fetal ultrasound biometry and UA Doppler were performed using standard protocols. Maternal plasma sNRP1 measurements were performed using a commercially available ELISA. RESULTS: Contrary to the study hypothesis, maternal plasma sNRP1 levels were significantly decreased in FGR pregnancies as compared to those with normal fetal growth (137.4 ± 44.8 pg/mL vs 166.7 ± 36.9 pg/mL; P = 0.03). However, there was no significant difference in sNRP1 concentration between the control group and FGR pregnancies that had normal UA Doppler. Plasma sNRP1 was downregulated in FGR pregnancies with elevated UA systolic/diastolic ratio (P = 0.023) and those with UA absent or reversed end-diastolic flow (P = 0.005) in comparison to FGR pregnancies with normal UA Doppler. This suggests that biometrically small fetuses without hemodynamic compromise are small-for-gestational age rather than FGR. CONCLUSIONS: This study demonstrated a significant decrease in maternal plasma sNRP1 concentration in growth-restricted pregnancies with fetoplacental circulatory compromise. These findings suggest a possible role of sNRP1 in modulating fetal growth and its potential as a biomarker for FGR. © 2021 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.