Objective To study the molecular genetic mechanism of congenital central hypoventilation syndrome ( CCHS).Method The clinical data and molecular genetics results of CCHS diagnosed in neonatology department from 2014 to 2016 were analyzed retrospectively.The relationship between genotypes and clinical phenotypes in patients of CCHS was analyzed , and the diagnostic thinkings , follow－up and prognosis were summarized.Result A total of 4 infants with CCHS were included in this study.Among them, 2 were boys and the other 2 were girls.They were all full－term neonates without asphyxia at birth , but they soon sufferd from dyspnea and cyanosis , required assisted ventilation.One case had difficult defecation. All 4 cases had difficulty in weaning.The respiratory rhythm became weak developed apnea and carbon dioxide retention was detected in blood gas analysis.All the 4 cases died after withdrawal of treatment.The results of molecular genetic testing were as follows.There was a 38bp heterozygous deletion mutation in exon 3 of gene PHOX2B ( e.756＿776 del21bp).Three cases were found small fragment insertion in exon 3 of gene PHOX2B, which attributed to polyalanine repeat expansion mutations (PARMs).One case belonged to type 20/27 and another 2 cases belonged to type 20/26.Conclusion The main manifestation of CCHS in the neonatal period is ventilator dependant , which can combined with megacolon and atypical autonomic nerve disorder.According to the literature, more than 95%of CCHS are caused by the PHOX2B mutation. The symptom is severe when it got a non－PARMs mutation.It′s useful to make a definite diagnosis with genetic diagnosis results , which could be helpful for treating and predicting.Only effective respiratory support and standardized follow－up system can improve the quality of life in patients of CCHS.

OBJECTIVE: To explore the genetic basis for a neonate featuring hyperammonemia. METHODS: The patient was examined and tested by tandem mass spectrometry and next generation sequencing (NGS). Suspected mutations were confirmed by Sanger sequencing of the proband and her parents. Potential impact of the mutation was predicted with SIFT, PolyPhen-2 and MutationTaste software. RESULTS: Plasma ammonia and alanine were significantly increased in the proband, while serum citrulline was decreased. The neonate was found to harbor compound heterozygous mutations of the CPS1 gene [c.1631C>T(p.T544M) and c.1981G>T(p.G661C)], which were respectively inherited from her father and mother. CONCLUSION The carbamoyl phosphate synthetase I deficiency of the proband can probably be attributed to the mutations of the CPS1 gene. Above finding has expanded the spectrum of CPS1 mutations in association with carbamoyl phosphate synthetase I deficiency.
Carbamoyl-Phosphate Synthase (Ammonia) ; genetics ; Carbamoyl-Phosphate Synthase I Deficiency Disease ; genetics ; Female ; High-Throughput Nucleotide Sequencing ; Humans ; Hyperammonemia ; diagnosis ; genetics ; Infant, Newborn ; Mutation

Objective:To establish an artificial intelligence (AI)-assisted diagnostic system for lung cancer via deep transfer learning.Methods:The researchers collected 519 lung pathologic slides from 2016 to 2019, covering various lung tissues, including normal tissues, adenocarcinoma, squamous cell carcinoma and small cell carcinoma, from the Beijing Chest Hospital, the Capital Medical University. The slides were digitized by scanner, and 316 slides were used as training set and 203 as the internal test set. The researchers labeled all the training slides by pathologists and establish a semantic segmentation model based on DeepLab v3 with ResNet-50 to detect lung cancers at the pixel level. To perform transfer learning, the researchers utilized the gastric cancer detection model to initialize the deep neural network parameters. The lung cancer detection convolutional neural network was further trained by fine-tuning of the labeled data. The deep learning model was tested by 203 slides in the internal test set and 1 081 slides obtained from TCIA database, named as the external test set.Results:The model trained with transfer learning showed substantial accuracy advantage against the one trained from scratch for the internal test set [area under curve (AUC) 0.988 vs. 0.971, Kappa 0.852 vs. 0.832]. For the external test set, the transferred model achieved an AUC of 0.968 and Kappa of 0.828, indicating superior generalization ability. By studying the predictions made by the model, the researchers obtained deeper understandings of the deep learning model.Conclusions:The lung cancer histopathological diagnostic system achieves higher accuracy and superior generalization ability. With the development of histopathological AI, the transfer learning can effectively train diagnosis models and shorten the learning period, and improve the model performance.

AIM: To explore the variance in efficacy between botulinum toxin A(BTA)injection and extraocular muscle surgery in managing large-angle(≥+60 PD)acute acquired concomitant esotropia(AACE).METHODS: A retrospective analysis was conducted on clinical data of 60 patients with AACE treated at our hospital from June 2020 to December 2022. Patients were divided into three groups based on different treatments: 2.5 IU BTA injection group(14 cases), 5.0 IU BTA injection group(29 cases), and surgical group(17 cases). Follow-up was conducted for 6 mo after treatment to observe the degree of strabismus after the correction of refractive error, visual function, treatment effectiveness, and occurrence of complications after BTA injection.RESULTS: At 6 mo post-treatment, the degree of strabismus in the surgical group and the 5.0 IU BTA injection group was lower than that in the 2.5 IU BTA injection group(P<0.017). However, there was no significant difference in the degree of strabismus between the surgical group and the 5.0 IU BTA injection group(P>0.017). The effective rate of the 5.0 IU BTA injection group was higher than that of the 2.5 IU BTA injection group(86% vs 43%, P<0.017). There was no difference in visual function among the three groups(P>0.05). The incidence of complications after treatment was not significantly different between the 2.5 IU BTA injection group and the 5.0 IU BTA injection group(43% vs 52%, P>0.05).CONCLUSION: For AACE patients with esotropia degree ≥+60 PD, bilateral medial rectus injection of 5.0 IU BTA can yield outcomes comparable to traditional extraocular muscle surgery, with the advantages of minimal trauma and simple and convenient operation.