Objective To evaluate the recognition capability of AI-enabled Cellsee CS-BM1 automatic cell morphology analyzer for pe-ripheral blood smears and its roles in assisting manual classification,and explore the application value of AI system in the diagnosis network of tiered primary medical units.Methods The blood samples which triggered the re-examination rules were collected from six primary medical units,including the Laboratory Department of Shanghai Jiahui International Hospital,and so on,from March to No-vember 2023.The smears of peripheral blood were prepared and AI analyzer was used for pre-classification to evaluate its recognition performance in identifying the samples with abnormal WBC and RBC.The sensitivity,specificity,and accuracy of WBC classification by six junior and intermediate technicians,both with and without AI assistance,were analyzed.Additionally,the roles of the AI system in tiered diagnosis of primary medical units were also evaluated.Results The sensitivity,specificity,and accuracy of AI system in recognizing malignant primitive cells were 92.86％,95.16％,and 95.10％,respectively.The sensitivities of AI system in recognizing immature granulocytes,reactive lymphocytes,and nucleated RBCs were all greater than 90％.The sensitivity of AI system in identif-ying abnormal morphology of RBCs reached 99.59％,along with rapid quantitative analysis for various anomalous types of RBCs.In AI-assisted mode,the sensitivity of recognition for all cell types was improved to varying degrees by junior and intermediate technicians,and the sensitivity for recognizing malignant primitive cells,reactive lymphocytes,and immature granulocytes increased to 58.24％,53.39％,and 62.37％for junior technicians,and to 92.06％,83.24％,and 83.12％for intermediate technicians,respectively.The improvements for junior technicians were particularly significant,with increases of 12.46％,10.61％,and 3.71％for each cell type,respectively.Both groups achieved higher specificity and accuracy.Through AI pre-classification and manual review,a variety of pe-ripheral blood cell-related diseases were accurately diagnosed in the tiered healthcare practice of primary medical units,including 339 cases(11.13％)of red blood cell diseases,5 cases(0.16％)of platelet diseases,2 343 cases(76.90％)of infection-related disea-ses,and 28 cases(0.92％)of malignant hematological diseases.In addition,332 cases(10.90％)which lacked an obvious related cause or required further examinations were identified as well.Conclusion AI pre-classification has demonstrated strong cell recogni-tion capabilities and may assist technicians in improving the sensitivity,specificity,and accuracy of blood cell classification.AI could en-hance the disease-screening capabilities in the tiered diagnosis network of primary medical units,presenting a broad application prospect.

Objective:To investigate the clinical efficacy and safety of laser ablation and closure for the treatment of sacrococcygeal pilonidal disease (SPD) and to analyze risk factors for postoperative recurrence in male patients.Methods:A retrospective observational study was conducted to collect clinical data of 369 patients with SPD who underwent laser ablation and closure in the Anorectal Department of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine Affiliated to Shanghai University of Traditional Chinese Medicine between March 2019 and December 2024. Perioperative outcomes and postoperative recurrence were analyzed. The cohort included 313 males and 56 females, with 43 patients aged ≤18 years. The median body mass index was 26.3 (IQR: 22.9, 29.6) kg/m2, and the median disease duration was 28 months (IQR: 4, 76). Among them, 218 male SPD patients who underwent surgery received preoperative sex hormone testing. A logistic regression model was used to analyze the risk factors for recurrence.Results:All patients completed the surgery. The median intraoperative ablation energy delivered was 426.8 (IQR: 243.9, 683.9) J, with no occurrence of major intraoperative complications. Postoperatively, a total of 31 patients (8.4%) required analgesic medication. Within the first postoperative week, 12 patients experienced wound oozing/bleeding; hemostasis was achieved by compression alone in 5 cases, while the remaining 7 instances required suture hemostasis after failed compression attempts. No other complications were observed. The median postoperative hospital stay was 6 (IQR: 4, 8) days, and the median time to return to regular work and life was 7 (IQR: 5, 12) days. The wound healing rate was 100%, with a median wound healing time of 35 (IQR: 30, 42) days. Postoperative recurrence occurred in 19 patients (5.1%), all of whom were male. Multivariate logistic regression analysis identified age ≤18 years (OR = 4.764, 95%CI: 2.424-34.905, P = 0.008) and a history of previous SPD surgery (OR = 5.078, 95%CI: 1.431-18.019, P = 0.012) as independent risk factors for recurrence after SPD laser ablation and closure surgery. Conclusion:Laser ablation and closure are safe, effective, and minimally invasive treatments for SPD. However, particular attention should be paid to the risk of recurrence in young male patients and those with a history of previous SPD surgery.

Objective:To summarize the clinical phenotypes, genotypes, and treatment outcomes of NPRL2-related epilepsy. Methods:This was a case summary.Clinical data of patients with NRPL2 variants admitted to the Department of Pediatrics, Peking University People′s Hospital between October 1, 2013 and October 31, 2023 were retrospectively analyzed.Previous reports of patients with the same disease were reviewed. Results:Six cases of NPRL2-related epilepsy were collected, and 37 cases were reported in the previous literatures.The age of onset ranged from 3 days to 18 years with the median age of 24 months.There were 15 patients with onset in infancy.Among the 41 patients diagnosed with epilepsy, 73.1% (30/41) had focal seizures, 34.1% (14/41) had frontal lobe epilepsy, and 17.1% (7/41) had epileptic spasms.Among the patients with known cranial imaging, 58.6% (17/29) had cortical malformations. NPRL2 variants involved 11 nonsense mutations, 10 splice site mutations, 7 frameshift mutations, 1 large fragment deletion, and 14 missense mutations; among them, 39 mutations were pathogenic or likely pathogenic, while the rest 4 mutations had unclear pathogenicity.Among the 27 patients with known outcomes, 11 (40.7%) had no seizures after administration of 1 or 2 types of drugs, and 16 (59.2%) had drug-resistant epilepsy.Among the 16 patients, 1 had no seizures after treatment with 3 types of anti seizure medications, and 7 had no seizures after surgery.Most patients had varying degrees of delay in intellectual and motor development. Conclusions:Patients with NPRL2 variants usually present with frequent focal seizures and epileptic spasms, and the age of onset varies greatly.About half of the patients have drug-resistant epilepsy, half of whom have cortical malformations.For those with drug-resistant epilepsy and abnormal cranial imaging, surgery may be considered.

Objective:To summarize the phenotype and genotype of leukoencephalopathy with calcifications and cysts(LCC).Methods:A case summary.Clinical, imaging, and genetic data of 2 patients with early-onset LCC admitted to the Department of Pediatrics, Peking University People′s Hospital between December 2023 and August 2024 were retrospectively summarized.A review of the literature was also conducted.Results:Case 1: a 19-month-old female infant presented with febrile seizures in infancy and mild developmental delay.Trio whole-exome sequencing (trio-WES) identified compound heterozygous pathogenic variants in the SNORD118 gene: n.92C>T (paternally inherited) and n. 72A>G (maternally inherited). Case 2: an 11-year-and-4-month-old girl had non-specific encephalopathy in the neonatal period, developmental delay with regression, and seizures since early childhood.Trio-WES revealed compound heterozygous pathogenic variants in SNORD118: n.3C>T (paternally inherited) and n. 57G>C (maternally inherited). Both cases showed typical imaging findings of leukoencephalopathy, intracranial calcifications, and cysts.Case 2 has been treated with Bevacizumab for 3 months and remains under follow-up.Combining this 2 cases with previously reported genetically confirmed cases, a total of 97 LCC patients with identified SNORD118 variants were analyzed.The median age of onset was 5 years.Seventy-one cases had childhood onset, including 31 cases with onset at ≤1 year.The inaugural symptoms were: seizures in 40 patients (41.2%), motor disorders in 25 patients (25.8%), developmental delay or cognitive impairment in 19 patients (19.6%) and headaches or increased intracranial pressure in 13 patients (13.4%). Neurological dysfunctions progress during the course.All patients had typical leukoencephalopathy, intracranial calcifications and cysts, with varied imaging progress.A total of 61 variants of SNORD118 were reported and most were compound heterozygous variants.Treatment is primarily symptomatic.Three out of the 4 patients treated with Bevacizumab showed improvement. Conclusions:LCC is a rare autosomal recessive inherited cerebral microangiopathy, characterized by progressive neurological dysfunction and radiological triad of diffuse and asymmetric leukoencephalopathy, intracranial calcifications and cysts.Patients with pathogenic SNORD118 variants should definitely be diagnosed.Symptomatic treatment is the mainstay therapy and Bevacizumab may slow down the progression.

Objective To evaluate the recognition capability of AI-enabled Cellsee CS-BM1 automatic cell morphology analyzer for pe-ripheral blood smears and its roles in assisting manual classification,and explore the application value of AI system in the diagnosis network of tiered primary medical units.Methods The blood samples which triggered the re-examination rules were collected from six primary medical units,including the Laboratory Department of Shanghai Jiahui International Hospital,and so on,from March to No-vember 2023.The smears of peripheral blood were prepared and AI analyzer was used for pre-classification to evaluate its recognition performance in identifying the samples with abnormal WBC and RBC.The sensitivity,specificity,and accuracy of WBC classification by six junior and intermediate technicians,both with and without AI assistance,were analyzed.Additionally,the roles of the AI system in tiered diagnosis of primary medical units were also evaluated.Results The sensitivity,specificity,and accuracy of AI system in recognizing malignant primitive cells were 92.86％,95.16％,and 95.10％,respectively.The sensitivities of AI system in recognizing immature granulocytes,reactive lymphocytes,and nucleated RBCs were all greater than 90％.The sensitivity of AI system in identif-ying abnormal morphology of RBCs reached 99.59％,along with rapid quantitative analysis for various anomalous types of RBCs.In AI-assisted mode,the sensitivity of recognition for all cell types was improved to varying degrees by junior and intermediate technicians,and the sensitivity for recognizing malignant primitive cells,reactive lymphocytes,and immature granulocytes increased to 58.24％,53.39％,and 62.37％for junior technicians,and to 92.06％,83.24％,and 83.12％for intermediate technicians,respectively.The improvements for junior technicians were particularly significant,with increases of 12.46％,10.61％,and 3.71％for each cell type,respectively.Both groups achieved higher specificity and accuracy.Through AI pre-classification and manual review,a variety of pe-ripheral blood cell-related diseases were accurately diagnosed in the tiered healthcare practice of primary medical units,including 339 cases(11.13％)of red blood cell diseases,5 cases(0.16％)of platelet diseases,2 343 cases(76.90％)of infection-related disea-ses,and 28 cases(0.92％)of malignant hematological diseases.In addition,332 cases(10.90％)which lacked an obvious related cause or required further examinations were identified as well.Conclusion AI pre-classification has demonstrated strong cell recogni-tion capabilities and may assist technicians in improving the sensitivity,specificity,and accuracy of blood cell classification.AI could en-hance the disease-screening capabilities in the tiered diagnosis network of primary medical units,presenting a broad application prospect.

Objective:To investigate the clinical efficacy and safety of laser ablation and closure for the treatment of sacrococcygeal pilonidal disease (SPD) and to analyze risk factors for postoperative recurrence in male patients.Methods:A retrospective observational study was conducted to collect clinical data of 369 patients with SPD who underwent laser ablation and closure in the Anorectal Department of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine Affiliated to Shanghai University of Traditional Chinese Medicine between March 2019 and December 2024. Perioperative outcomes and postoperative recurrence were analyzed. The cohort included 313 males and 56 females, with 43 patients aged ≤18 years. The median body mass index was 26.3 (IQR: 22.9, 29.6) kg/m2, and the median disease duration was 28 months (IQR: 4, 76). Among them, 218 male SPD patients who underwent surgery received preoperative sex hormone testing. A logistic regression model was used to analyze the risk factors for recurrence.Results:All patients completed the surgery. The median intraoperative ablation energy delivered was 426.8 (IQR: 243.9, 683.9) J, with no occurrence of major intraoperative complications. Postoperatively, a total of 31 patients (8.4%) required analgesic medication. Within the first postoperative week, 12 patients experienced wound oozing/bleeding; hemostasis was achieved by compression alone in 5 cases, while the remaining 7 instances required suture hemostasis after failed compression attempts. No other complications were observed. The median postoperative hospital stay was 6 (IQR: 4, 8) days, and the median time to return to regular work and life was 7 (IQR: 5, 12) days. The wound healing rate was 100%, with a median wound healing time of 35 (IQR: 30, 42) days. Postoperative recurrence occurred in 19 patients (5.1%), all of whom were male. Multivariate logistic regression analysis identified age ≤18 years (OR = 4.764, 95%CI: 2.424-34.905, P = 0.008) and a history of previous SPD surgery (OR = 5.078, 95%CI: 1.431-18.019, P = 0.012) as independent risk factors for recurrence after SPD laser ablation and closure surgery. Conclusion:Laser ablation and closure are safe, effective, and minimally invasive treatments for SPD. However, particular attention should be paid to the risk of recurrence in young male patients and those with a history of previous SPD surgery.

Objective:To summarize the clinical phenotypes, genotypes, and treatment outcomes of NPRL2-related epilepsy. Methods:This was a case summary.Clinical data of patients with NRPL2 variants admitted to the Department of Pediatrics, Peking University People′s Hospital between October 1, 2013 and October 31, 2023 were retrospectively analyzed.Previous reports of patients with the same disease were reviewed. Results:Six cases of NPRL2-related epilepsy were collected, and 37 cases were reported in the previous literatures.The age of onset ranged from 3 days to 18 years with the median age of 24 months.There were 15 patients with onset in infancy.Among the 41 patients diagnosed with epilepsy, 73.1% (30/41) had focal seizures, 34.1% (14/41) had frontal lobe epilepsy, and 17.1% (7/41) had epileptic spasms.Among the patients with known cranial imaging, 58.6% (17/29) had cortical malformations. NPRL2 variants involved 11 nonsense mutations, 10 splice site mutations, 7 frameshift mutations, 1 large fragment deletion, and 14 missense mutations; among them, 39 mutations were pathogenic or likely pathogenic, while the rest 4 mutations had unclear pathogenicity.Among the 27 patients with known outcomes, 11 (40.7%) had no seizures after administration of 1 or 2 types of drugs, and 16 (59.2%) had drug-resistant epilepsy.Among the 16 patients, 1 had no seizures after treatment with 3 types of anti seizure medications, and 7 had no seizures after surgery.Most patients had varying degrees of delay in intellectual and motor development. Conclusions:Patients with NPRL2 variants usually present with frequent focal seizures and epileptic spasms, and the age of onset varies greatly.About half of the patients have drug-resistant epilepsy, half of whom have cortical malformations.For those with drug-resistant epilepsy and abnormal cranial imaging, surgery may be considered.

Objective:To summarize the phenotype and genotype of leukoencephalopathy with calcifications and cysts(LCC).Methods:A case summary.Clinical, imaging, and genetic data of 2 patients with early-onset LCC admitted to the Department of Pediatrics, Peking University People′s Hospital between December 2023 and August 2024 were retrospectively summarized.A review of the literature was also conducted.Results:Case 1: a 19-month-old female infant presented with febrile seizures in infancy and mild developmental delay.Trio whole-exome sequencing (trio-WES) identified compound heterozygous pathogenic variants in the SNORD118 gene: n.92C>T (paternally inherited) and n. 72A>G (maternally inherited). Case 2: an 11-year-and-4-month-old girl had non-specific encephalopathy in the neonatal period, developmental delay with regression, and seizures since early childhood.Trio-WES revealed compound heterozygous pathogenic variants in SNORD118: n.3C>T (paternally inherited) and n. 57G>C (maternally inherited). Both cases showed typical imaging findings of leukoencephalopathy, intracranial calcifications, and cysts.Case 2 has been treated with Bevacizumab for 3 months and remains under follow-up.Combining this 2 cases with previously reported genetically confirmed cases, a total of 97 LCC patients with identified SNORD118 variants were analyzed.The median age of onset was 5 years.Seventy-one cases had childhood onset, including 31 cases with onset at ≤1 year.The inaugural symptoms were: seizures in 40 patients (41.2%), motor disorders in 25 patients (25.8%), developmental delay or cognitive impairment in 19 patients (19.6%) and headaches or increased intracranial pressure in 13 patients (13.4%). Neurological dysfunctions progress during the course.All patients had typical leukoencephalopathy, intracranial calcifications and cysts, with varied imaging progress.A total of 61 variants of SNORD118 were reported and most were compound heterozygous variants.Treatment is primarily symptomatic.Three out of the 4 patients treated with Bevacizumab showed improvement. Conclusions:LCC is a rare autosomal recessive inherited cerebral microangiopathy, characterized by progressive neurological dysfunction and radiological triad of diffuse and asymmetric leukoencephalopathy, intracranial calcifications and cysts.Patients with pathogenic SNORD118 variants should definitely be diagnosed.Symptomatic treatment is the mainstay therapy and Bevacizumab may slow down the progression.

Objective To investigate the factors influencing the occurrence of small for gestational age(SGA)at different degrees and provide a basis for early identification of severe SGA cases.Methods Neonatal and maternal prenatal information were retrospectively collected from January 2018 to December 2022 at Peking University People's Hospital.The neonates were divided into three groups:severe SGA group(birth weight below the 3rd percentile for gestational age and sex),mild SGA group(birth weight ≥3rd percentile and＜10th percentile),and non-SGA group(birth weight ≥10th percentile).An ordered multinomial logistic regression model was used to analyze the factors influencing the occurrence of SGA at different degrees.Results A total of 14 821 neonates were included,including 258 cases(1.74％)in the severe SGA group,902 cases(6.09％)in the mild SGA group,and 13 661 cases(92.17％)in the non-SGA group.The proportions of preterm births and stillbirths were higher in the severe SGA group compared to the mild SGA and non-SGA groups(P＜0.0125).The proportion of neonatal asphyxia was higher in both the severe SGA and mild SGA groups compared to the non-SGA group(P＜0.0125).Ordered multinomial logistic regression analysis showed that maternal pre-pregnancy underweight(OR=1.838),maternal pre-pregnancy obesity(OR=3.024),in vitro fertilization-embryo transfer(OR=2.649),preeclampsia(OR=1.743),connective tissue disease during pregnancy(OR=1.795),nuchal cord(OR=1.213),oligohydramnios(OR=1.848),and intrauterine growth restriction(OR=27.691)were all associated with a higher risk of severe SGA(P＜0.05).Maternal parity as a multipara(OR=0.457)was associated with a lower likelihood of severe SGA(P＜0.05).Conclusions Maternal pre-pregnancy underweight,maternal pre-pregnancy obesity,in vitro fertilization-embryo transfer,preeclampsia,connective tissue disease during pregnancy,oligohydramnios,nuchal cord,and intrauterine growth restriction are closely related to the occurrence of more severe SGA.Maternal parity as a multipara acts as a protective factor against the occurrence of severe SGA.[Chinese Journal of Contemporary Pediatrics,2024,26(3):262-268]

Objective To explore the research hotspots on systemic lupus erythematosus(SLE)in pregnancy based on the bibliometric analysis of the related articles published from 2018 to 2023 and provide di-rections for the future research in this field.Methods PubMed,Web of Science,and Embase were searched for the articles on SLE in pregnancy that were published from January 1,2018 to December 31,2023.VOSviewer was used to visualize the high-frequency keywords in the selected articles.Results A total of 266 articles were selected,from which 25 high-frequency keywords were extracted.The bibliometric analysis showed that the available studies about SLE in pregnancy mainly focused on maternal complications,maternal and fetal outcomes,and medica-tions.The studies were limited regarding the predictors,autoimmunity,immunotherapy,and long-term outcomes of offspring.Conclusion Maternal complications,maternal and fetal outcomes,and medications are currently hotspots in the research on SLE in pregnancy,while predictors,autoimmunity,immunotherapy,and long-term outcomes of offspring may become future research directions.