1.Application of artificial intelligence-assisted chromosome karyotyping analysis in prenatal diagnosis of chromosomal mosaicism.
Ling ZHAO ; Shiwei SUN ; Qinghua ZHENG ; Qing YU ; Chongyang ZHU ; Ling LIU ; Yueli WU
Chinese Journal of Medical Genetics 2026;43(3):180-187
OBJECTIVE:
To explore the application value of artificial intelligence (AI)-assisted chromosomal karyotype analysis in the diagnosis of prenatal chromosomal mosaicism.
METHODS:
A retrospective analysis was conducted on 172 pregnant women who underwent amniocentesis at the Department of Medical Genetics and Prenatal Diagnosis, the Third Affiliated Hospital of Zhengzhou University between January 2019 and December 2024. All cases whose fetuses were diagnosed with chromosomal mosaicism via karyotype analysis and stratified into two groups based on the analytical software employed: the conventional analysis group (n = 70), which utilized Leica analysis software for karyotype image recognition and cell counting; and the AI-assisted analysis group (n = 102), which utilized AI-assisted software for the same procedures. The clinical performance of AI-assisted karyotype analysis in diagnosing chromosomal mosaicism was comprehensively evaluated by comparing the types of mosaic karyotypes, distribution of mosaic ratios, and verification outcomes of different detection modalities between the two groups. This study was approved by the Medical Ethics Committee of the Third Affiliated Hospital of Zhengzhou University (Ethics No.: 2024-406-01).
RESULTS:
No statistically significant difference was observed in baseline characteristics (maternal age, gestational week, and indications for prenatal diagnosis) between the two groups. Regarding the detection efficacy for numerical and structural mosaicisms, no significant difference was found in the detection of numerical mosaicism. However, the conventional analysis group exhibited a significantly higher detection rate of autosomal structural mosaicism compared to the AI-assisted group (11.43% vs. 0.98%, P < 0.05). Numerical mosaicism cases were further verified using copy number variation sequencing (CNV-seq) and/or fluorescence in situ hybridization (FISH). The AI-assisted group demonstrated a significantly lower inconsistency rate (5.56% vs. 20.41%, P < 0.05) compared to the conventional group. For low-proportion (< 10%) chromosomal mosaicism, the AI-assisted group had a significantly lower detection rate (13.25% vs. 29.69%, P < 0.05). Subsequent validation of low-proportion mosaicism by CNV-seq and/or FISH showed a higher consistency rate in the AI-assisted group (81.82% vs. 54.55%), though the difference did not reach statistical significance (P = 0.360).
CONCLUSION
For the karyotyping analysis of prenatal chromosomal mosaicism, AI-assisted karyotype analysis shows high accuracy and consistency in identifying numerical chromosomal mosaicism, particularly in reducing the detection of low-proportion (< 10%) mosaicism while improving verification accuracy. AI-assisted analysis can significantly improve the detection accuracy of numerical mosaicism and mitigate the risk of misclassification for low-proportion (< 10%) mosaicism, thereby providing more precise clinical evidence for the prenatal diagnosis of chromosomal mosaicisms.
Humans
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Female
;
Mosaicism
;
Pregnancy
;
Karyotyping/methods*
;
Artificial Intelligence
;
Prenatal Diagnosis/methods*
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Adult
;
Retrospective Studies
;
Chromosome Disorders/genetics*
;
Amniocentesis
2.Correlation Analysis Between Microbial Community Changes and Medicinal Quality Formation During Processing of Angelicae Dahuricae Radix
Xiaoyan CHEN ; Xinglong ZHU ; Qingxia GAN ; Jiahao WANG ; Guangqin AN ; Qinghua WU ; Jin PEI ; Yuntong MA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):198-207
ObjectiveTo compare the differences in color, odor, coumarin content and microbial community composition of Angelicae Dahuricae Radix(ADR) during different drying processes, and to explore the correlation between changes in microbial community composition and changes in quality indexes of ADR. MethodsThe fresh ADR was processed at three drying temperatures(50, 70, 100 ℃) by drying and steaming cutting, semi-fresh cutting and drying, fresh cutting and drying, and sulfur fumigation methods. The color values of samples were extracted by Adobe Photoshop 2022 software and subjected to principal component analysis(PCA), electronic nose was used to identify the odor information of medicinal powders and subjected to loadings analysis, PCA, and linear discriminant analysis(LDA), and high performance liquid chromatography(HPLC) was used to determine the contents of five coumarins(bergapten, oxypeucedanin, imperatorin, phellopterin, isoimperatorin). The samples for microbial detection were taken from fresh dried samples, 50 ℃(dried and steamed cut, sulfur fumigated) samples, and 100 ℃(dried and steamed cut) samples when the water content was 50% and 14%, respectively. And the changes of microbial community composition during processing were determined by high-throughput sequencing method. The relationship between the changes of microbial community composition and the changes of odor, color and active component content of ADR during drying process was analyzed by Pearson correlation analysis. ResultsThe color quantification results showed that an increase in drying temperature led to the decrease of brightness value(L), and the increases of red-green value(a) and yellow-blue value(b), and the change of processing method had no obvious effect on the color of medicinal materials. The results of odor quantification showed that W1S, W2S, W5S, W2W and W1W sensor were sensitive to the odor changes of ADR and could be used to distinguish ADR decoction pieces from different processing methods. The results of HPLC showed that the coumarin content of ADR decreased with the increase of drying temperature and the delay of processing time, the optimal processing method was drying and steaming cutting method, and the optimal temperature was 50 ℃. High-throughput sequencing results showed that the dominant bacteria in ADR during processing were Achromobacter, Agrobacterium, Nocardioides, Mycobacterium and Enterobacter, the dominant fungi were Coprinopsis, Meyerozyma and Apiotrichum. The results of correlation analysis showed that the quality indexes of ADR were positively correlated with Agrobacterium, Mycobacterium in bacteria, Candida in fungi, and negatively correlated with Bacillus in bacteria. ConclusionThere are significant differences in the color, odor, coumarin content and microbial community composition of ADR in different drying processes, and the best drying method is drying and steaming cutting at 50 ℃. The relative abundance changes of 9 bacterial genera and 4 fungal genera are closely related to the quality formation of ADR during the drying process.
3.Bibliometric Analysis of Acupuncture Treatment for Colorectal Cancer Based on CiteSpace
Hui WU ; Haitao CHEN ; Qinghua YAO
Journal of Zhejiang Chinese Medical University 2025;49(2):189-196
[Objective]Through visual analysis of the literature on acupuncture treatment of colorectal cancer in the past 25 years,to understand the current status in the field and provide a reference for future development directions.[Methods]With the theme of"colorectal cancer"and"acupuncture",the relevant literature in the field of acupuncture treatment of colorectal cancer from January 1998 to December 2023 in the China National Knowledge Infrastructure(CNKI)were searched.The selected literatures were imported into Zotero software in Refworks format for file review and imported into CiteSpace 6.2.R6 software after data format conversion for visual analysis of authors,institutions,keywords and other information.[Results]A total of 307 relevant literatures were included,and the number of literature generally showed an increasing trend,especially in 2020.A total of 262 core authors emerged from the atlas,with less collaboration between author teams.At present,the main research institutions in this field are various universities of Chinese medicine and their affiliated hospitals,and the inter-institutional cooperation and contact presents a regional nature.Keyword analysis shows that the research hotspots in recent years mainly include auricular point sticking,electroacupuncture,Zusanli,laparoscope,gastrointestinal function,etc.,and future research directions will focus on the field of rehabilitation.[Conclusion]It is necessary to strengthen the cooperation between authors and institutions,enhance cross-regional research cooperation,carry out high-quality basic research and clinical research,and intensify multidisciplinary integration in the research field of acupuncture treatment of colorectal cancer,providing sufficient evidence for the application and promotion.
4.Hematopoietic stem cell and kidney transplantation from the same donor in a patient with acute myeloid leukemia and literature review
Yan YIN ; Zilin QUAN ; Li SONG ; Zhonglin FENG ; Dongmei CUI ; Liyan ZHAO ; Yuhang HU ; Qinghua ZHOU ; Xiaoli KANG ; Junjie LIAO ; Qizhen LIANG ; Suijin WU ; Hongmei WU ; Shuangxin LIU
Chinese Journal of Nephrology 2025;41(9):691-695
The paper reports a 32-year-old female acute myeloid leukemia patient who developed graft-versus-host disease after paternal hematopoietic stem cell transplantation, which subsequently led to renal thrombotic microangiopathy. She subsequently required a kidney transplant from the same donor 5 years later due to renal failure. Considering that both the bone marrow and kidney were from the same donor and the recovery of renal function was favorable, immunosuppressive therapy was discontinued after a short course of anti-rejection treatment, with maintained stable kidney function. This case suggests that under the condition of high chimerism, allogeneic hematopoietic stem cell transplantation and kidney transplantation from the same donor can achieve immune tolerance, potentially improving solid organ transplantation success rate. The findings provide a novel therapeutic approach for solid organ transplantation following allogeneic hematopoietic stem cell transplantation.
5.One case of renal amyloidosis combined with minimal change disease
Sushan LUO ; Tong WU ; Naya HUANG ; Wenfang CHEN ; Fengxian HUANG ; Wei CHEN ; Qinghua LIU ; Jianwen YU
Chinese Journal of Nephrology 2025;41(7):540-543
This paper presents a rare case of renal amyloidosis complicated with primary minimal change disease. The patient initially presented with edema and proteinuria, accompanied by IgG-λ monoclonal immunoglobulinemia, leading to a diagnosis of primary systemic immunoglobulin light chain amyloidosis with renal involvement. Following treatment, the patient achieved both hematologic and renal remission. However, a renal relapse occurred two years later, presenting as nephrotic syndrome without hematologic disease recurrence. A repeat renal biopsy revealed no obvious change in amyloid deposition, but demonstrated markedly enlarged effacement of podocyte foot processes. Based on these findings, a secondary diagnosis of primary minimal change disease was established. The patient exhibited a rapid response to immunosuppressive therapy, achieving sustained long-term remission. This case underscores the importance of remaining vigilant to etiological changes in the treatment of renal diseases and highlights the role of repeated renal biopsy in refining the diagnosis and guiding treatment.
6.Application of"percutaneous reinforced concrete technology"in the treatment of long bone metastases
Qinghua TIAN ; Yongde CHENG ; Chungen WU
Journal of Interventional Radiology 2025;34(9):917-921
Long bone metastases often cause intractable pain,motor dysfunction,and pathological fractures,significantly compromising patients' quality of life.While conventional treatments such as radiotherapy,chemotherapy,analgesics,and surgery have inherent limitations,the"percutaneous reinforced concrete technology",i.e.percutaneous reinforced concrete osteoplasty(PRCO),has demonstrated promising minimally-invasive therapeutic outcomes through closed percutaneous puncture,coaxial placement of metal implants,and bone cement anchoring.This article comprehensively reviews the PRCO,focusing on its research background,therapeutic mechanism,technical key points,clinical efficacy,and potential complications.
7.Impacts of percutaneous endoscopic interlaminar discectomy on pain and lumbar function in patients with lumbar disc herniation
Liying CAO ; Mingjing JIANG ; Binzhen LIN ; Xiaofeng YIN ; Nan ZHONG ; Chunxiang CHEN ; Qinghua WU ; Kaiming CHEN
China Journal of Endoscopy 2025;31(3):46-52
Objective To investigate the impacts of percutaneous endoscopic interlaminar discectomy(PEID)on pain level and lumbar function in patients with lumbar disc herniation(LDH).Methods From January 2022 to August 2023,84 patients were diagnosed with L4/5 LDH based on clinical data and imaging information were selected as the study subjects.And they were assigned into 42 cases in experimental group and 42 cases in traditional groups complying with treatment methods.The traditional group underwent traditional open approach treatment,while the experimental group underwent PEID.The surgical indicators(including hospitalization time,surgical time,bed rest time,and intraoperative fluoroscopy frequency),the levels of interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)were compared between the two groups,the visual analogue scale(VAS)score and Oswestry disability index(ODI)were used to quantify the pain level of waist and lower limbs and lumbar function,and the excellent and good rate of clinical satisfaction and the incidence of complications were compared.Results The hospitalization time and bed rest time of the experimental group were obviously shorter than those of the traditional group,while the fluoroscopy frequency was less than that of the traditional group,and surgical time was longer than that of the traditional group,the differences were statistically significant(P<0.05).After treatment,the pain VAS score and ODI of waist and lower limbs,the IL-6,and TNF-α in the two groups were lower than those before treatment,the experimental group was lower than the traditional group,the differences were statistically significant(P<0.05).The excellent and good rate of the experimental group and the traditional group were 88.10%and 83.33%,respectively,with no statistically significant difference(P>0.05).There was no statistically significant difference in the total incidence of complications between the two groups(P>0.05).Conclusion PEID surgery can effectively alleviate nerve compression,alleviate pain of waist and lower limbs,promote the recovering of lumbar function,and facilitate postoperative recovery in LDH patients.
8.Opportunities and Challenges of Artificial Intelligence Assisted Blood Cell Morphology Examination
Xinrui FENG ; Weiru WU ; Xiaoli ZHANG ; Zhong YANG ; Qinghua BI
Journal of Modern Laboratory Medicine 2025;40(1):189-195
Blood cell morphology examination is the foundation and important means of diagnosing blood diseases. Artificial intelligence (AI) assisted blood cell morphology examination compensates for the shortcomings of artificial microscopy in the early detection and diagnosis of blood diseases,improves diagnostic efficiency,accuracy,and sensitivity,greatly reduces labor and time costs,significantly improves medical quality,and promotes personalized health care. Traditional manual microscopy is still the standard method in clinical practice in China. In order to encourage the improvement and development of intelligence-assisted blood cell morphology examination,this article discusses the current situation and characteristics of intelligence-assisted blood cell morphology examination. Considering the standardization,database,and ethical issues of automated blood cell morphology analysis,some challenges and limitations are summarized and analyzed,which can support the diagnosis of blood diseases and assist researchers and clinical doctors in the future.
9.Clinical characteristics and prognosis of fetuses with HNF1B gene variants: an analysis of 52 cases
Lanlan MO ; Saisai YANG ; Shumin REN ; Yaqin HOU ; Huirong SHI ; Qinghua WU
Chinese Journal of Perinatal Medicine 2025;28(4):295-300
Objective:To investigate the clinical characteristics and prognosis of fetuses with HNF1B gene variants. Methods:Fifty-two fetuses with HNF1B gene variants diagnosed by chromosomal copy number variation sequencing and/or whole exome sequencing at the First Affiliated Hospital of Zhengzhou University from January 2018 to June 2024 were retrospectively enrolled in this study, including 47 cases of 17q12 microdeletion and five cases of HNF1B point mutations. Prenatal ultrasound features, pregnancy outcomes, and postnatal manifestations were summarized and analyzed using descriptive statistics. Results:The prenatal ultrasound features of the 52 fetuses included enhanced renal parenchymal echo in 43 cases (82.7%), renal cysts in 15 cases (28.8%), enlarged kidney volume in 14 cases (26.9%), and pyelectasis in 13 cases (25.0%). Parental verification was completed for 35 cases, with 71.4% (25/35) being de novo mutations and 28.6% (10/35) inherited from either parent. Apart from eight cases with unknown pregnancy outcome (six cases were lost to follow-up, two cases refused to be followed up), the other 44 cases were successfully followed up, among which 68.2% (30/44) terminated the pregnancies and 31.8% (14/44) continued, resulting in live births. Prenatal ultrasound indicated renal abnormalities in all 14 live births, while postnatal follow-up showed seven cases with normal kidneys, one with reduced bilateral renal cysts, one with alleviated bilateral pyelectasis, four with unimproved renal structural abnormalities, and one who did not undergo a re-examination. Conclusion:The rate of renal abnormalities diagnosed by prenatal ultrasound in fetuses with HNF1B gene variants is high, and most of the pregnancies are terminated, although the renal sturctural abnormalities may improve after birth.
10.Intratumoral Gemella haemolysans promotes neoadjuvant chemoimmuno-therapy efficacy in esophageal squamous cell carcinoma-bearing mice
Qinghua SONG ; Ruijin LU ; Yutang HUANG ; Li CHEN ; Lanxiang WU
Journal of Chongqing Medical University 2025;50(10):1345-1352
Objective:To investigate whether intratumoral Gemella haemolysans(G.haemolysans)enhances the efficacy of neoadjuvant chemoimmunotherapy(NACI)in esophageal squamous cell carcinoma(ESCC)-bearing mice and the underlying mechanism.Methods:Twenty-five 4-week-old female C57BL/6 mice were randomized into five groups(n=5 per group):negative control(NC)group,chemo-therapy group,G.haemolysans+chemotherapy group,NACI group,and G.haemolysans+NACI group.A germ-free mouse model was established in each group by administering antibiotic cocktail for 2 weeks.On day 0,ESCC-bearing mouse models were built through subcutaneous inoculation of either murine esophageal cancer cell line AKR or G.haemolysans-AKR cells.On day 7 when tumors formed under the skin,drugs were injected into the abdomen thrice weekly.On day 28 when the treatments were finished,the mice were sacrificed to harvest their tumors,and then the tumors were fixed in 4%paraformaldehyde.We located and quantified G.haemolysans within the tumors through fluorescence in situ hybridization,and characterized immune cell composition in the tumor immune microen-vironment(TIME)of the mice treated with NACI through multiplex immunohistochemistry and flow cytometry.Results:G.haemolysans significantly strengthened the efficacy of NACI in ESCC(P<0.05),whereas no chemosensitizing effects were observed on chemo-therapy in ESCC-bearing mice.G.haemolysans significantly en-hanced natural killer(NK)cell infiltration within the TIME(P<0.01).Conclusion:G.haemolysans improves NACI efficacy in ESCC-bearing mice by increasing NK cell recruitment in the TIME.

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