1.Application of artificial intelligence in laboratory hematology: Advances, challenges, and prospects.
Hongyan LIAO ; Feng ZHANG ; Fengyu CHEN ; Yifei LI ; Yanrui SUN ; Darcée D SLOBODA ; Qin ZHENG ; Binwu YING ; Tony HU
Acta Pharmaceutica Sinica B 2025;15(11):5702-5733
The diagnosis of hematological disorders is currently established from the combined results of different tests, including those assessing morphology (M), immunophenotype (I), cytogenetics (C), and molecular biology (M) (collectively known as the MICM classification). In this workflow, most of the results are interpreted manually (i.e., by a human, without automation), which is expertise-dependent, labor-intensive, time-consuming, and with inherent interobserver variability. Also, with advances in instruments and technologies, the data is gaining higher dimensionality and throughput, making additional challenges for manual analysis. Recently, artificial intelligence (AI) has emerged as a promising tool in clinical hematology to ensure timely diagnosis, precise risk stratification, and treatment success. In this review, we summarize the current advances, limitations, and challenges of AI models and raise potential strategies for improving their performance in each sector of the MICM pipeline. Finally, we share perspectives, highlight future directions, and call for extensive interdisciplinary cooperation to perfect AI with wise human-level strategies and promote its integration into the clinical workflow.
2.Interleukin-33 Knockout Promotes High Mobility Group Box 1 Release from Astrocytes by Acetylation Mediated by P300/CBP-Associated Factor in Experimental Autoimmune Encephalomyelitis.
Yifan XIAO ; Liyan HAO ; Xinyi CAO ; Yibo ZHANG ; Qingqing XU ; Luyao QIN ; Yixuan ZHANG ; Yangxingzi WU ; Hongyan ZHOU ; Mengjuan WU ; Mingshan PI ; Qi XIONG ; Youhua YANG ; Yuran GUI ; Wei LIU ; Fang ZHENG ; Xiji SHU ; Yiyuan XIA
Neuroscience Bulletin 2025;41(7):1181-1197
High mobility group box 1 (HMGB1), when released extracellularly, plays a pivotal role in the development of spinal cord synapses and exacerbates autoimmune diseases within the central nervous system. In experimental autoimmune encephalomyelitis (EAE), a condition that models multiple sclerosis, the levels of extracellular HMGB1 and interleukin-33 (IL-33) have been found to be inversely correlated. However, the mechanism by which IL-33 deficiency enhances HMGB1 release during EAE remains elusive. Our study elucidates a potential signaling pathway whereby the absence of IL-33 leads to increased binding of P300/CBP-associated factor with HMGB1 in the nuclei of astrocytes, upregulating HMGB1 acetylation and promoting its release from astrocyte nuclei in the spinal cord of EAE mice. Conversely, the addition of IL-33 counteracts the TNF-α-induced increase in HMGB1 and acetylated HMGB1 levels in primary astrocytes. These findings underscore the potential of IL-33-associated signaling pathways as a therapeutic target for EAE treatment.
Animals
;
Encephalomyelitis, Autoimmune, Experimental/metabolism*
;
Astrocytes/metabolism*
;
Interleukin-33/metabolism*
;
HMGB1 Protein/metabolism*
;
Acetylation
;
Mice, Knockout
;
Mice, Inbred C57BL
;
p300-CBP Transcription Factors/metabolism*
;
Mice
;
Spinal Cord/metabolism*
;
Cells, Cultured
;
Female
;
Signal Transduction
3.Construction of a Prognostic Prediction Model of Patients with Pathologic N0 in Resected Invasive Mucinous Adenocarcinoma of the Lung
WANG ZHENG ; HE JINXIAN ; SHEN HAIBO ; CHEN XIAOHAN ; LIN CHENGBIN ; YU HONGYAN ; GAO JIAJUN ; HE XIANNENG ; SHEN WEIYU
Chinese Journal of Lung Cancer 2024;27(1):47-55
Background and objective Invasive mucinous adenocarcinoma(IMA)was a rare and specific type of lung adenocarcinoma,which was often characterized by fewer lymphatic metastases.Therefore,it was difficult to evaluate the prognosis of these tumors based on the existing tumor-node-metastasis(TNM)staging.So,this study aimed to develop Nomo-grams to predict outcomes of patients with pathologic N0 in resected IMA.Methods According to the inclusion criteria and exclusion criteria,IMA patients with pathologic N0 in The Affiliated Lihuili Hospital of Ningbo University(training cohort,n=78)and Ningbo No.2 Hospital(validation cohort,n=66)were reviewed between July 2012 and May 2017.The prognostic value of the clinicopathological features in the training cohort was analyzed and prognostic prediction models were established,and the performances of models were evaluated.Finally,the validation cohort data was put in for external validation.Results Univariate analysis showed that pneumonic type,larger tumor size,mixed mucinous/non-mucinous component,and higher overall stage were significant influence factors of 5-year progression-free survival(PFS)and overall survival(OS).Multivariate analysis further indicated that type of imaging,tumor size,mucinous component were the independent prognostic factors for poor 5-year PFS and OS.Moreover,the 5-year PFS and OS rates were 62.82%and 75.64%,respectively.In subgroups,the sur-vival analysis also showed that the pneumonic type and mixed mucinous/non-mucinous patients had significantly poorer 5-year PFS and OS compared with solitary type and pure mucinous patients,respectively.The C-index of Nomograms with 5-year PFS and OS were 0.815(95%CI:0.741-0.889)and 0.767(95%CI:0.669-0.865).The calibration curve and decision curve analysis(DCA)of both models showed good predictive performances in both cohorts.Conclusion The Nomograms based on clinicopathological characteristics in a certain extent,can be used as an effective prognostic tool for patients with pathologic N0 after IMA resection.
4.A retrospective study on iRoot BP Plus full pulpotomy for primary molars with partial irreversible pulpitis
Xiaoyan HU ; Chunhui ZHAO ; Lu WANG ; Zheng ZHANG ; Fan YANG ; Hongyan ZHANG
West China Journal of Stomatology 2024;42(2):242-248
Objective This study aimed to observe the outcomes of iRoot BP Plus full pulpotomy in primary molars with partial irreversible pulpitis retrospectively.Methods Collect 102 cases of primary molars with partial irreversible pulpitis undergoing iRoot BP Plus full pulpotomy from January 2019 to August 2023,with a follow-up period of 24-47 months.Based on the presence of irreversible pulpitis symptoms before surgery,the included cases will be divided into asymptomatic group(n=53)and symptomatic group(n=49).Observe the clinical and imaging success rates of both groups.Results Clinical success rates were 96.2%and 97.9%in asymptomatic and symptomatic groups,and ra-diographic success rates were 96.2%and 93.9%respec-tively.Conclusion iRoot BP Plus full pulpotomy can be used for the treatment of primary molars with partial irreversible pulpitis under an enhanced pulpotomy protocol.
5.A study on the characteristics of high-resolution anorectal manometry in patients with functional anorectal pain
Hongyan ZHENG ; Fan LIU ; Mengyang SUN ; Jin LIU ; Chengjing FENG ; Min NI
Chinese Journal of Digestion 2024;44(4):250-256
Objective:To explore the characteristics of anorectal motility and sensation in patients with functional anorectal pain (FAP) by high-resolution anorectal manometry (HR-ARM) .Methods:The clinical data of 81 FAP patients (FAP group) who underwent HR-ARM in Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine from January 1, 2020 to January 31, 2022 were retrospectively collected, and 80 healthy volunteers were recruited as healthy control group during the same period. The HR-ARM characteristics were compared between FAP group and the healthy control group, between the patients with different genders in the FAP group, the patients with different subtypes (proctalgia fugax, levator syndrome, and non-specific FAP) in the FAP group, which included anal resting pressure, anal squeeze pressure, rectal pressure during simulated defecation, anal residual pressure during simulated defecation, paradoxical contractions, initial sensation threshold, defecation threshold, defecation urgency threshold, and tolerance threshold. Visual analogue scale (VAS) was used to assess the pain level of the patients in the FAP group, and Spearman correlation analysis was used to analyze the correlation between VAS and HR-ARM characteristics. Independent sample t-test, least significant difference test, Tamhane′s T2 test, and Mann-Whitney U test were used for statistical analysis. Results:The anal resting pressure, anal squeeze pressure, anal residual pressure during simulated defecation, defecation urgency threshold, and tolerance threshold of the FAP group were all lower than those of the healthy control group ((59.56±24.71) mmHg (1 mmHg=0.133 kPa) vs. (81.94±15.87) mmHg, (119.04±46.94) mmHg vs.(154.62±37.95) mmHg, 59.00(40.75, 80.95) mmHg vs. 83.10(61.78, 94.30) mmHg, 70.00(55.00, 90.00) mL vs. 85.00(60.00, 110.00) mL, 105.00(87.50, 150.00) mL vs. 140.00(100.00, 180.00) mL), and the differences were all statistically significant ( t=-6.83 and -5.29, Z=-4.12, -3.12 and -2.82; all P<0.01).The rectal pressure during simulated defecation of male patients in the FAP group was higher than that of males in the healthy control group, and the defecation urgency threshold was lower than that of males in the healthy control group (42.40(29.60, 57.95) mmHg vs. 31.10(25.85, 36.80) mmHg, 80.00(62.50, 107.50) mL vs. 92.00(81.00, 140.00) mL), and the differences were statistically significant ( Z=-1.99 and -2.53, both P<0.05). The anal resting pressure, anal squeeze pressure, anal residual pressure during simulated defecation, defecation urgency threshold, and tolerance threshold of female patients in FAP group were all lower than those of female in the healthy control group ((55.67±21.61) mmHg vs. (87.04±15.54) mmHg, (102.70±37.09) mmHg vs. (155.98±31.44) mmHg, 52.55(40.53, 67.48) mmHg vs. 83.10(61.10, 94.50) mmHg, 60.00(52.50, 81.50) mL vs. 80.00(60.00, 100.00) mL, 101.00(80.00, 128.75) mL vs. 120.00(94.00, 155.00) mL), and the differences were statistically significant ( t=-8.77 and -8.16, Z=-4.57, -2.24 and -2.14; all P<0.05). The anal resting pressure, anal squeeze pressure, anal residual pressure during simulated defecation, incidence rate of paradoxical contractions, defecation urgency threshold, and tolerance threshold of female patients in FAP group were all lower than those of male patients in FAP group ((55.67±21.61) mmHg vs. (68.28±29.16) mmHg, (102.70±37.09) mmHg vs. (155.62±46.66) mmHg, 52.55(40.53, 67.48) mmHg vs. 79.00(59.55, 99.25) mmHg, 28.6%(16/56) vs. 68.0%(17/25), 44.00(35.00, 60.00) mL vs. 60.00(45.00, 70.00) mL, 60.00(52.50, 81.50) mL vs. 80.00(62.50, 107.50) mL), and the differences were statistically significant( t=2.17 and 5.47, Z=-2.96, χ2=11.10, Z=-2.93 and -2.34; all P<0.05). The anal squeeze pressure of patients with proctalgia fugax subtype was higher than that of patients with levator syndrome subtype ((140.19±56.51) mmHg vs. (80.56±30.79) mmHg), and the tolerance threshold was lower than that of patients with non-specific FAP subtype ((87.86±17.80) mL vs. (125.14±48.31) mL), and the differences were statistically significant ( t=2.35 and 2.02, both P<0.05). The results of Spearman correlation analysis showed that VAS was negatively correlated with anal resting pressure, anal squeeze pressure, and defecation urgency threshold in the patients of the FAP group ( r= -0.28, -0.23, and -0.24; all P< 0.05). Conclusion:The presence of anorectal dismotility and sensory dysfunction in FAP may be related to pelvic floor muscle abnormalities, muscle coordination disorders during defecation, and rectal hypersensitivity.
6.Experience of Integrative Palliative Care at Peking Union Medical College Hospital
Ruixuan GENG ; Ying ZHENG ; Chenchen SUN ; Xi ZENG ; Hongyan FANG ; Wenqian ZHAN ; Yuanfeng YU ; Qin YANG ; Xiaoyan DAI ; Xiaohong NING
Acta Academiae Medicinae Sinicae 2024;46(5):706-710
Objective To summarize the experience of integrative palliative care at Peking Union Medi-cal College Hospital and provide a reference for promoting the integrative palliative care model.Methods Twenty cases receiving integrative palliative care at Peking Union Medical College Hospital were collected.The clinical characteristics,reasons for initiating integrative palliative care,the process of integrative palliative care,and feedback from these cases were summarized.Results Insomnia(11 cases,55%)and pain(9 cases,45%)were the most common symptoms requiring control in the 20 cases.The integrative palliative care team assisted in medical decision-making for 17 cases(85%),prepared end-of-life for 9 cases(45%),assisted in the transfer for 3 cases(15%),and provided comfort care for all the 20 cases(100%).Conclusions The integrative palliative care model can help alleviate suffering in end-of-life patients and provide support to patients'families and the original medical teams.This model is worth further promotion within class A tertiary hospitals.
7.Role of hippocampal PTGS2 in baicalin-induced reduction of cognitive dysfunction after cerebral ischemia-reperfusion injury in mice
Qiuran ZHENG ; Xuelian LI ; Yifan LIANG ; Hongyan CHEN ; Xiaoxia DUAN
Chinese Journal of Anesthesiology 2024;44(11):1339-1344
Objective:To evaluate the role of hippocampal prostaglandin-endoperoxide synthase 2 (PTGS2) in baicalin-induced reduction of cognitive dysfunction after cerebral ischemia-reperfusion injury (CIRI) in mice.Methods:Thirty healthy male C57BL/6 mice, aged 16 weeks, weighing 20-25 g, were divided into 5 groups ( n=6 each) using a random number table method: control group (C group), CIRI group, baicalin+ CIRI group (B+ CIRI group), overexpression of PTGS2+ CIRI group (PTGS2+ CIRI group), and overexpression of PTGS2+ baicalin+ CIRI group (PTGS2+ B+ CIRI). In B+ CIRI group and PTGS2+ B+ CIRI group, baicalin-liposome 0.2 ml was injected through the tail vein, and the CIRI model was established 1 week later. In PTGS2+ CIRI group and PTGS2+ B+ CIRI group, PTGS2-overexpressed adeno-associated virus 1.2 μl was injected into the hippocampus, and the CIRI model was established 4 weeks later. CIRI model was established by using the transient (50 min) bilateral common carotid artery occlusion/reperfusion. On the 12th day after developing the model, the spatial learning and memory ability was evaluated using Morris water maze test. The expression of PTGS2 in the hippocampus was detected by Western blot, and the expression of tumor necrosis factor-alpha (TNF-α), interleukin-1beta (IL-1β), IL-6, Iba-1 and CD68 mRNA in the hippocampus was detected by quantitative real-time polymerase chain reaction. Results:Compared with C group, the escape latency was significantly prolonged, the time spent in the target quadrant was shortened, the number of crossing the original platform was reduced, and the expression of PTGS2 and expression of Iba-1, CD68, TNF-α, IL-1β and IL-6 mRNA in the hippocampus was up-regulated in CIRI group ( P<0.05). Compared with CIRI group, the escape latency was significantly shortened, the time spent in the target quadrant was prolonged, the number of crossing the original platform was increased, and the expression of PTGS2 and expression of Iba-1, CD68, TNF-α, IL-1β and IL-6 mRNA in the hippocampus was down-regulated in B+ CIRI group, and the escape latency was significantly prolonged, the time spent in the target quadrant was shortened, the number of crossing the original platform was reduced, and the expression of PTGS2 and expression of Iba-1, CD68, TNF-α, IL-1β and IL-6 mRNA in the hippocampus was up-regulated in PTGS2+ CIRI group ( P<0.05). Compared with B+ CIRI group, the escape latency was significantly prolonged, the time spent in the target quadrant was shortened, the number of crossing the original platform was reduced, and the expression of PTGS2 and expression of Iba-1, CD68, TNF-α, IL-1β and IL-6 mRNA in the hippocampus was up-regulated in PTGS2+ B+ CIRI group ( P<0.05). Conclusions:The mechanism by which baicalin attenuates cognitive dysfunction after CIRI is related to down-regulation of hippocampal PTGS2 expression and inhibition of neuroinflammation in mice.
8.Changing resistance profiles of Proteus,Morganella and Providencia in hospitals across China:results from the CHINET Antimicrobial Resistance Surveillance Program,2015-2021
Yunmin XU ; Xiaoxue DONG ; Bin SHAN ; Yang YANG ; Fupin HU ; Demei ZHU ; Yingchun XU ; Xiaojiang ZHANG ; Ping JI ; Fengbo ZHANG ; Yi XIE ; Mei KANG ; Chuanqing WANG ; Pan FU ; Yuanhong XU ; Ying HUANG ; Ziyong SUN ; Zhongju CHEN ; Yuxing NI ; Jingyong SUN ; Yunzhuo CHU ; Sufei TIAN ; Zhidong HU ; Jin LI ; Yunsong YU ; Jie LIN ; Sufang GUO ; Lianhua WEI ; Fengmei ZOU ; Hong ZHANG ; Chun WANG ; Yunjian HU ; Xiaoman AI ; Chao ZHUO ; Danhong SU ; Dawen GUO ; Jinying ZHAO ; Hua YU ; Xiangning HUANG ; Wen'en LIU ; Yanming LI ; Yan JIN ; Chunhong SHAO ; Xuesong XU ; Chao YAN ; Shanmei WANG ; Yafei CHU ; Lixia ZHANG ; Juan MA ; Shuping ZHOU ; Yan ZHOU ; Lei ZHU ; Jinhua MENG ; Fang DONG ; Hongyan ZHENG ; Fangfang HU ; Han SHEN ; Wanqing ZHOU ; Wei JIA ; Gang LI ; Jinsong WU ; Yuemei LU ; Jihong LI ; Jinju DUAN ; Jianbang KANG ; Xiaobo MA ; Yanping ZHENG ; Ruyi GUO ; Yan ZHU ; Yunsheng CHEN ; Qing MENG ; Shifu WANG ; Xuefei HU ; Jilu SHEN ; Wenhui HUANG ; Ruizhong WANG ; Hua FANG ; Bixia YU ; Yong ZHAO ; Ping GONG ; Kaizhen WEN ; Yirong ZHANG ; Jiangshan LIU ; Longfeng LIAO ; Hongqin GU ; Lin JIANG ; Wen HE ; Shunhong XUE ; Jiao FENG ; Chunlei YUE
Chinese Journal of Infection and Chemotherapy 2024;24(4):410-417
Objective To understand the changing distribution and antimicrobial resistance profiles of Proteus,Morganella and Providencia in hospitals across China from January 1,2015 to December 31,2021 in the CHINET Antimicrobial Resistance Surveillance Program.Methods Antimicrobial susceptibility testing was carried out following the unified CHINET protocol.The results were interpreted in accordance with the breakpoints in the 2021 Clinical & Laboratory Standards Institute(CLSI)M100(31 st Edition).Results A total of 32 433 Enterobacterales strains were isolated during the 7-year period,including 24 160 strains of Proteus,6 704 strains of Morganella,and 1 569 strains of Providencia.The overall number of these Enterobacterales isolates increased significantly over the 7-year period.The top 3 specimen source of these strains were urine,lower respiratory tract specimens,and wound secretions.Proteus,Morganella,and Providencia isolates showed lower resistance rates to amikacin,meropenem,cefoxitin,cefepime,cefoperazone-sulbactam,and piperacillin-tazobactam.For most of the antibiotics tested,less than 10%of the Proteus and Morganella strains were resistant,while less than 20%of the Providencia strains were resistant.The prevalence of carbapenem-resistant Enterobacterales(CRE)was 1.4%in Proteus isolates,1.9%in Morganella isolates,and 15.6%in Providencia isolates.Conclusions The overall number of clinical isolates of Proteus,Morganella and Providencia increased significantly in the 7-year period from 2015 to 2021.The prevalence of CRE strains also increased.More attention should be paid to antimicrobial resistance surveillance and rational antibiotic use so as to prevent the emergence and increase of antimicrobial resistance.
9.Qualitative study on the behavioral intentions of pediatric nurses towards the use of vascular visualization devices in light of the theory of planned behavior
Jiannan QU ; Jingwen MENG ; Mengfan LI ; Wenjun ZHENG ; Yiming HAN ; Hongyan YANG ; Jing LI
Chinese Journal of Modern Nursing 2024;30(12):1551-1556
Objective:To explore the behavioral intentions of pediatric nurses towards using vascular visualization devices in light of the theory of planned behavior.Methods:This was a qualitative study. From March to November 2023, 20 pediatric nurses from Peking University First Hospital were selected using purposive sampling for semi-structured interviews. The interview data were analyzed and themes were extracted using Colaizzi 7-step analysis method.Results:The behavioral intentions of pediatric nurses towards the use of vascular visualization devices could be summarized into nine themes based on the theory of planned behavior. Attitudes towards behavior included positive evaluations, negative evaluations, and unclear information. Subjective norms involved peers' attitudes as well as expectations and pressures from patients. Perceived behavioral control encompassed workload, level of knowledge, more limited equipment performance, and external resource support.Conclusions:The behavioral intentions of pediatric nurses towards the use of vascular visualization devices are influenced by their attitudes towards the behavior, subjective norms, and perceived behavioral control. Nursing managers should conduct standardized training on vascular visualization devices to enhance nurses' knowledge and skills, while also valuing the sources of various supports to create a supportive environment for the use of vascular visualization devices. This will improve the usage experience of pediatric nurses and promote the use of vascular visualization devices in pediatric nursing practice.
10.Evaluation index system of core competence of extracorporeal membrane oxygenation specialist nurses
Jing YE ; Qianqian ZHANG ; Xiaoyue WANG ; Hongyan GUO ; Jianxia ZHANG ; Yimei ZHENG
Chinese Journal of Modern Nursing 2024;30(30):4072-4078
Objective:To construct the evaluation index system of core competence of extracorporeal membrane oxygenation (ECMO) specialist nurses.Methods:Through literature search and analysis, an entry pool of the core competence evaluation index system for ECMO specialist nurses was initially formed, and 20 medical and nursing experts in acute and critical care and cardiovascular fields were selected for two rounds of correspondence from September to November 2022. According to experts' opinions, the evaluation indexes of core competence of ECMO specialist nurses were modified, and the analytic hierarchy process determined the weights of indexes at all levels.Results:A total of 20 questionnaires were sent out and 20 valid questionnaires were collected during each of the two rounds of expert correspondence consultation, with effective recovery rates of 100.00%. The expert authority coefficient of the second round was 0.86, and Kendall's harmony coefficient was 0.31 ( P<0.01). Finally, the evaluation index system of core competence of ECMO specialist nurses included five primary indexes (clinical professional ability, communication and collaboration ability, nursing management ability, critical thinking ability, and professional development ability), 15 secondary indexes, and 53 tertiary indexes. Conclusions:The evaluation index system of core competence of ECMO specialist nurses constructed in this study is scientific and practical, providing a reference for evaluating ECMO specialist nurses' core competence.

Result Analysis
Print
Save
E-mail