1.Clinical application of an artificial intelligence system in predicting benign or malignant pulmonary nodules and pathological subtypes
Zhuowen YANG ; Zhizhong ZHENG ; Bin LI ; Yiming HUI ; Mingzhi LIN ; Jiying DANG ; Suiyang LI ; Chunjiao ZHANG ; Long YANG ; Liang SI ; Tieniu SONG ; Yuqi MENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(08):1086-1095
Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.
2.Construction of a variety of fusion gene probes for soft tissue sarcoma based on TaqMan technique and their clinical diagnostic applications
Shunping CHEN ; Yuan WU ; Shaojun HONG ; Qiang LI ; Jianming WENG ; Zongkai ZOU ; Mingzhi CAI
Chinese Journal of Clinical and Experimental Pathology 2024;40(10):1045-1051
Purpose To design PCR combined probes u-sing TaqMan technology to detect the expression of major driver genes in a variety of soft tissue sarcomas at one time,and to dis-cuss whether the combined probes can better assist clinicopatho-logical diagnosis based on histological features and FISH results.Methods Our research group designed 32 pairs of fusion gene probes related to soft tissue sarcoma based on TaqMan tech-nique,involving 10 types of sarcoma.The histopathological specimens of 70 patients with common fusion gene soft tissue sarcoma in our hospital were examined by fusion gene combina-tion,and the histopathological specimens of 30 patients with oth-er soft tissue sarcoma without fusion gene were set as controls.Individual common sarcoma types were analyzed with FISH probe detection.At the same time,the detection performance of the combined probe was evaluated by various methods.Results The soft tissue sarcoma-related fusion gene probe designed by our research group was used to detect the confirmed soft tissue sarcomas,and the results showed that the highest sensitivity was 100%.Among the three types of tumors,protuberant dermatofi-brosarcoma,synovial sarcoma and mucinous liposarcoma were verified by FISH,and the coincidence rate of the two methods was high,with no statistical significance(P>0.05).The re-sults of interlot and intralot reproducibility of protuberous derma-tofibrosarcoma,mucinous liposarcoma and synovial sarcoma were consistent.Three different concentration limits were used to de-tect the positive plasmid of all the fused gene RNA,and 25 cop-ies/μL was the lowest concentration limit.Conclusion Com-bined with the pathological diagnosis results,TaqMan technology can be used to design PCR combined probes for soft tissue sarco-ma,which have high sensitivity and high specificity and good methodological performance,and meet the needs of primary medical institutions for one-time and rapid auxiliary pathological diagnosis of common soft tissue sarcoma.It provides a rapid and reliable method for the detection of multiple fusion genes in clin-ical soft tissue sarcoma.
3.Real experience and needs of lymphoma patients during CAR-T therapy: a qualitative study
Lei DONG ; Fengyang HU ; Chenyang GUAN ; Ting LI ; Jin HAN ; Haoyu ZHANG ; Mingzhi ZHANG
Chinese Journal of Modern Nursing 2024;30(22):3020-3024
Objective:To explore the real experience and needs of lymphoma patients during chimeric antigen receptor T cell (CAR-T) therapy, so as to provide guidance for developing nursing intervention strategies.Methods:The phenomenological research method was used to conduct semi-structured interviews with 13 lymphoma patients receiving CAR-T therapy, and the interview data was analyzed using the Colaizzi 7-step analysis method.Results:Three themes were extracted, including diverse symptom perception (systemic symptoms such as fever and fatigue, as well as multiple system symptoms such as breathing, digestion, and nerves), complex emotional experience interweaving (coexistence of hope and doubt, changes and loss of environmental adaptability, and a variety of negative emotions), and urgent social needs (treatment related information needs, desire for medical and nursing staff's attention and help, family emotional support, and home rehabilitation continuing care) .Conclusions:Lymphoma patients experience significant physical and mental pain during CAR-T therapy. Medical and nursing staff should provide patients with comprehensive support to help them identify and improve physical discomfort symptoms, reduce psychological burden, meet physical and mental needs, and promote disease recovery.
4.The biologically and ecologically important natural products from the Chinese sea hare Bursatella leachii:structures,stereochemistry and beyond
Xinyuan ZHANG ; Mingzhi SU ; Mingxin ZHU ; Sha CHEN ; Zhen GAO ; Yuewei GUO ; Xuwen LI
Chinese Journal of Natural Medicines (English Ed.) 2024;22(11):1030-1039
A novel amide alkaloid,bursatamide A(1),featuring an unprecedented propyl-hexahydronaphthalene carbon frame-work,was isolated from the infrequently studied sea hare Bursatella leachi,alongside a new 3-phenoxypropanenitrile alkaloid,bursatellin B(2),and twelve known compounds.The structures of 1 and 2 were elucidated through comprehensive spectroscopic data analyses,while their relative and absolute configurations(ACs)were established through total synthesis and a series of quantum chem-ical calculations,including calculated electronic circular dichroism(ECD)spectra,optical rotatory dispersion(ORD)methods,and DP4+probability analyses.Bursatamide A(1)demonstrated inhibitory effects against the human pathogenic bacteria Listeria monocyt-ogenes and Vibrio cholerae.Erythro-bursatellin B(21),a diastereoisomer of 2,exhibited notable antibacterial activity against the fish pathogenic bacterium Streptococcus parauberis FP KSP28,with an MIC90 value of 0.0472 μg·mL-1.
5.Efficacy and safety of separated R-CHOP in older patients with newly diagnosed dif-fuse large B-cell lymphoma
Chen ZIQI ; Li WENQI ; Sun JINMIAO ; Chang YU ; Liu XIYANG ; Zhang MINGZHI ; Zhang LEI
Chinese Journal of Clinical Oncology 2024;51(4):170-177
Objective:To investigate the efficacy and safety of separated R-CHOP in older patients with newly diagnosed diffuse large B-cell lymphoma(DLBCL).Methods:A total of 137 patients aged 65-80 years newly diagnosed with DLBCL between April 2013 and September 2022 at The First Affiliated Hospital of Zhengzhou University were enrolled.The patients were assigned into separated R-CHOP,full-dose R-CHOP,and reduced R-CHOP-like groups based on their different chemotherapy regimens.All individuals were treated in 21-day cycles for 4-8 cycles.The short-term and long-term efficacies and adverse reactions of the treatments were compared among the three groups,and factors influencing progression-free survival(PFS)and overall survival(OS)were analyzed.Results:The overall response rates(ORR)of patients in the separated R-CHOP,full-dose R-CHOP,and reduced R-CHOP-like groups were 89.7%,90.3%,and 86.1%,respectively,with no significant differences among them.The complete respond rate(CRR)of the separated R-CHOP group(64.1%)was significantly higher than that of the reduced R-CHOP-like group(33.3%)(P=0.008)but not significantly different from that of the full-dose R-CHOP group(66.1%).Survival curve analysis revealed no significant differences in PFS and OS between the separated and full-dose R-CHOP groups.Although the separated R-CHOP group showed improved PFS compared with the reduced R-CHOP-like group(P=0.036),there was no statistical difference in OS between these two groups.Multivariate analysis revealed that the international prognostic index(IPI)and separated R-CHOP had significant effects on PFS in patients with DLBCL(all P<0.05),whereas only IPI had a significant effect on OS(P<0.001).The incidence of leukopenia and grade 3-4 leukopenia in the separated R-CHOP group was significantly lower than that in the full-dose R-CHOP group(P=0.007,P=0.012),but there was no significant difference with the reduced R-CHOP-like group in this regard.Conclusions:In older patients with newly diagnosed DLBCL,separated R-CHOP showed good efficacy both in the short and long terms and had acceptable safety and tolerability profiles.
6.Clinical efficacy and safety of dot-matrix microneedles radiofrequency sequential narrow-spectrum intense pulsed light in treatment of facial photoaging
Yating XU ; Mingzhi FENG ; Shanshan LI ; Minzhi WU ; Jingjing LI
Chinese Journal of Medical Aesthetics and Cosmetology 2024;30(6):532-535
Objective:To evaluate the clinical effectiveness and safety of fractional microneedle radiofrequency (RF), subsequently followed by narrowband intense pulsed light (IPL), in the treatment of facial photoaging.Methods:A retrospective analysis was performed on 50 female patients who underwent facial photodamage treatment at the Fifth People's Hospital of Suzhou from January to December 2021, with an average age of (40±8) years. Each patient received fractional microneedle RF therapy, subsequently followed by two sessions of narrowband IPL therapy at 500-600 nm, with a 4-week interval between treatments. Before and 4 weeks after the final treatment, skin parameters including wrinkles, redness, and sunspots were quantitatively assessed using the Visia skin image analyzer. Patients self-reported their satisfaction levels, and any adverse reactions were recorded.Results:All patients completed the prescribed treatment regimen. Post-treatment evaluations revealed marked improvements in facial skin, characterized by reduced wrinkles, enhanced skin smoothness, tighter contours, and lighter pigmentation spots. Specifically, the pre-treatment scores for wrinkles, sunspots, and redness were (25.6±10.2), (312.6±75.9), and (162.0±68.6) scores, respectively, which significantly decreased to (18.3±7.4), (261.2±82.7), and (129.7±60.1) scores four weeks post-treatment (all P<0.001). The patients' satisfaction levels were (6.6±1.2) scores. During treatment, all patients experienced mild erythema and edema, which resolved within 3-4 days. No serious adverse reactions, such as blistering, hyperpigmentation, or scarring, were observed. Conclusions:Fractional microneedle RF therapy, followed by narrowband IPL therapy, emerges as an effective and safe treatment option for facial photodamage, with minimal adverse reactions.
7.Protein expression, purification and mouse antiserum preparation of monkeypox virus A23R.
Yihao WANG ; Mingzhi LI ; Mengle JIA ; Lingdi YANG ; Jiaqi XIONG ; Ting WANG ; Yu WANG ; Shurong LIU ; Wenli GUO ; Lingbao KONG ; Meifeng LI
Chinese Journal of Cellular and Molecular Immunology 2023;39(7):642-648
Objective To express the monkeypox virus (MPXV) A23R protein in Escherichia coli and purify by Ni-NTA affinity column, and to prepare mouse antiserum against MPXV A23R. Methods The recombinant plasmid pET-28a-MPXV-A23R was constructed and transformed into Escherichia coli BL21 to induce the expression of A23R protein. After optimizing the conditions of expression, A23R protein was highly expressed. Recombinant A23R protein was purified by Ni-NTA affinity column and identified by Western blot analysis. The purified protein was used to immunize mice for preparing the A23R polyclonal antibody, and the antibody titer was detected by ELISA. Results The expression of A23R recombinant protein reached the peak under the induced conditions of 0.6 mmol/L isopropyl-β-D-thiogalactoside (IPTG), 37 DegreesCelsius and 20 hours. The purity of the protein was about 96.07% and was identified by Western blot analysis. The mice were immunized with recombinant protein, and the titer of antibody reached 1:102 400 at the 6th week after immunization. Conclusion MPXV A23R is expressed highly and purified with a high purity and its antiserum from mouse is obtained with a high titre.
Animals
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Mice
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Monkeypox virus
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Antibodies
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Enzyme-Linked Immunosorbent Assay
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Blotting, Western
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Recombinant Proteins
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Escherichia coli/genetics*
8.Clinical Observation of 32 Cases of Malignant Lymphoma Treated with Brentuximab Vedotin Combined with Chemotherapy
Xiaofei CHAI ; Honghan QIAO ; Lei ZHANG ; Xin LI ; Ling LI ; Xinhua WANG ; Xiaorui FU ; Xudong ZHANG ; Zhenchang SUN ; Feifei NAN ; Mingzhi ZHANG
Cancer Research on Prevention and Treatment 2023;50(3):288-292
Objective To retrospectively evaluate the clinical efficacy and safety of brentuximab vedotin(BV) combined with chemotherapy in the treatment of malignant lymphoma. Methods We collected the data of 32 lymphoma patients with CD30-positive status, including 14 cases of Hodgkin's lymphomas, 2 cases of diffuse large B-cell lymphomas, and 16 cases of mature T/NK cell lymphomas. Chemotherapy combined with BV was administered to all patients for a minimum of two cycles. The efficacy of the treatment was evaluated according to Lugano criteria every two cycles. Results Complete response rate and overall response rate after four cycles of treatment were 22% and 50%, respectively. Sixteen cases (50.0%) had grades 1 and 2 toxicity, and 16 cases (50.0%) had grade 3 toxicity or higher. The most common adverse events were neutropenia (50.0%), pneumonia (46.9%), and anemia (43.8%). The most common grade 3 or higher adverse events were pneumonia (18.8%) and febrile neutropenia (12.5%). Four patients discontinued brentuximab vedotin because of severe adverse events. Conclusion BV is effective in treating relapsed and refractory CD30- positive Hodgkin's lymphoma and peripheral T-cell lymphoma, and its overall safety is acceptable.
9.Exploration and Construction of Dynamic Prediction Model in the Pre-Rheumatoid Arthritis State
Xuanlin LI ; Liaoyao WANG ; Lin HUANG ; Mingzhi ZHENG ; Chengping WEN
Journal of Traditional Chinese Medicine 2023;64(24):2516-2521
Pre-rheumatoid arthritis (Pre-RA) is the asymptomatic state of rheumatoid arthritis (RA), and its progression showed complexity, dynamics and significant individual differences. The dynamic prediction model is valuable in identifying individual risks and taking timely preventive and control measures. It is believed that applying the dynamic prediction model to traditional Chinese medicine (TCM) clinical studies of Pre-RA is expected to predict the critical state of Pre-RA to RA, reveal the evolution of Pre-RA, reflect the external authenticity of the TCM clinical studies, and complement the clinical efficacy evaluation method. Accordingly, it is envisioned to construct a dynamic prediction model for Pre-RA progression based on TCM clinical trial data through the dynamic prediction model algorithm, and to apply long-term follow-up cohort data for external validation, thereby providing a basis for scientific warning and clinical decision-making on the evolution of Pre-RA.
10.Bardet-Biedl syndrome: a case report
Hong LI ; Yafei BAI ; Meng ZHANG ; Lang CHEN ; Mingzhi XU
Chinese Journal of Nephrology 2023;39(7):538-541
Bardet-Biedl syndrome (BBS) is an autosomal recessive hereditary rare disease with high heterogeneity in clinical phenotypes, which can affect multiple systems, such as six fingers/digits deformity, mental impairment, retinopathy, polycystic kidney, etc, and is easily diagnosed according to a single system disease, resulting in misdiagnosis. The paper reports a case of BBS, diagnosed with "renal cyst, developmental delay, chondrosis, and left foot hexadactylism" at 5 years old, "anemia, renal insufficiency, distal renal tubule poisoning, renal osteodystrophy" at 7 years old. At 10 years old, the patient received hemodialysis treatment for uremia. Cloudy vision appeared in both eyes at 14 years old. Because of the prominent manifestation of kidney damage, the patient was misdiagnosed as "polycystic kidney" for a long time, and other systemic damages were ignored. The result of gene sequencing showed that chromosome 16 NM_031885.5 exon17 had one homozygous nonsense mutation. Therefore, the patient was accurately diagnosed as BBS. This paper is the first report of BBS in Li nationality in China. The relevant literature of BBS were reviewed to strengthen clinicians' understanding of the disease and improve patients' prognosis.

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