1.Chest computed tomography-based artificial intelligence-aided latent class analysis for diagnosis of severe pneumonia.
Caiting CHU ; Yiran GUO ; Zhenghai LU ; Ting GUI ; Shuhui ZHAO ; Xuee CUI ; Siwei LU ; Meijiao JIANG ; Wenhua LI ; Chengjin GAO
Chinese Medical Journal 2025;138(18):2316-2323
BACKGROUND:
There is little literature describing the artificial intelligence (AI)-aided diagnosis of severe pneumonia (SP) subphenotypes and the association of the subphenotypes with the ventilatory treatment efficacy. The aim of our study is to illustrate whether clinical and biological heterogeneity, such as ventilation and gas-exchange, exists among patients with SP using chest computed tomography (CT)-based AI-aided latent class analysis (LCA).
METHODS:
This retrospective study included 413 patients hospitalized at Xinhua Hospital diagnosed with SP from June 1, 2015 to May 30, 2020. AI quantification results of chest CT and their combination with additional clinical variables were used to develop LCA models in an SP population. The optimal subphenotypes were determined though evaluating statistical indicators of all the LCA models, and clinical implications of them such as guiding ventilation strategies were further explored by statistical methods.
RESULTS:
The two-class LCA model based on AI quantification results of chest CT can describe the biological characteristics of the SP population well and hence yielded the two clinical subphenotypes. Patients with subphenotype-1 had milder infections ( P <0.001) than patients with subphenotype-2 and had lower 30-day ( P <0.001) and 90-day ( P <0.001) mortality, and lower in-hospital ( P = 0.001) and 2-year ( P <0.001) mortality. Patients with subphenotype-1 showed a better match between the percentage of non-infected lung volume (used to quantify ventilation) and oxygen saturation (used to reflect gas exchange), compared with patients with subphenotype-2. There were significant differences in the matching degree of lung ventilation and gas exchange between the two subphenotypes ( P <0.001). Compared with patients with subphenotype-2, those with subphenotype-1 showed a relatively better match between CT-based AI metrics of the non-infected region and oxygenation, and their clinical outcomes were effectively improved after receiving invasive ventilation treatment.
CONCLUSIONS
A two-class LCA model based on AI quantification results of chest CT in the SP population particularly revealed clinical heterogeneity of lung function. Identifying the degree of match between ventilation and gas-exchange may help guide decisions about assisted ventilation.
Humans
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Tomography, X-Ray Computed/methods*
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Male
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Female
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Retrospective Studies
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Middle Aged
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Artificial Intelligence
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Aged
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Pneumonia/diagnosis*
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Latent Class Analysis
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Adult
2.Discovery of Yersinia LcrV as a novel biased agonist of formyl peptide receptor 1 to bi-directionally modulate intracellular kinases in triple-negative breast cancer.
Yunjun GE ; Huiwen GUAN ; Ting LI ; Jie WANG ; Liang YING ; Shuhui GUO ; Jinjian LU ; Richard D YE ; Guosheng WU
Acta Pharmaceutica Sinica B 2025;15(7):3646-3662
G protein-coupled receptors (GPCRs) are significant drug targets, but their potential in cancer therapy remains underexplored. Conventional GPCR agonists or antagonists have shown limited effectiveness in cancer treatment, necessitating new GPCR-targeting strategies for more effective therapies. This study discovers that Yersinia pestis LcrV, a crucial linker protein for plague infection, acts as a biased agonist of a GPCR, the formyl peptide receptor 1 (FPR1). The LcrV protein induces unique conformational changes in FPR1, resulting in G proteins being activated in a distinctive state without subunit dissociation. This leads to a biased signaling profile characterized by cyclic adenosine monophosphate (cAMP) responses and β-arrestin2 recruitment, but not calcium mobilization. In FPR1-expressing triple-negative breast cancer (TNBC) cells, LcrV bi-directionally modulates intracellular signaling pathways, downregulating extracellular signal-regulated kinases (ERK1/2) and Akt pathways while upregulating Jun N-terminal kinase (JNK) and p38 pathways. This dual modulation results in cell cycle arrest and the inhibition of TNBC cell proliferation. In TNBC xenograft mouse models, long-term LcrV treatment inhibits tumor growth more effectively than a conventional FPR1 antagonist. Additionally, LcrV treatment reprograms tumor cells by reducing stemness-associated proteins OCT4 and c-MYC. Our findings highlight the potential of biased GPCR agonists as a novel GPCR-targeting strategy for cancer treatment.
4.Single-nucleus transcriptomics decodes the link between aging and lumbar disc herniation.
Min WANG ; Zan HE ; Anqi WANG ; Shuhui SUN ; Jiaming LI ; Feifei LIU ; Chunde LI ; Chengxian YANG ; Jinghui LEI ; Yan YU ; Shuai MA ; Si WANG ; Weiqi ZHANG ; Zhengrong YU ; Guang-Hui LIU ; Jing QU
Protein & Cell 2025;16(8):667-684
Lumbar disc (LD) herniation and aging are prevalent conditions that can result in substantial morbidity. This study aimed to clarify the mechanisms connecting the LD aging and herniation, particularly focusing on cellular senescence and molecular alterations in the nucleus pulposus (NP). We performed a detailed analysis of NP samples from a diverse cohort, including individuals of varying ages and those with diagnosed LD herniation. Our methodology combined histological assessments with single-nucleus RNA sequencing to identify phenotypic and molecular changes related to NP aging and herniation. We discovered that cellular senescence and a decrease in nucleus pulposus progenitor cells (NPPCs) are central to both processes. Additionally, we found an age-related increase in NFAT1 expression that promotes NPPC senescence and contributes to both aging and herniation of LD. This research offers fresh insights into LD aging and its associated pathologies, potentially guiding the development of new therapeutic strategies to target the root causes of LD herniation and aging.
Intervertebral Disc Displacement/metabolism*
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Humans
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Aging/pathology*
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Nucleus Pulposus/pathology*
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Male
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Female
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Transcriptome
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Middle Aged
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Lumbar Vertebrae/pathology*
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Adult
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Cellular Senescence
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Stem Cells/pathology*
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Aged
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Intervertebral Disc Degeneration/metabolism*
5.Progress on the functions and mechanisms of natural products in anti-glioma therapy.
Yanting LI ; Shuhui QU ; Jiayi ZUO ; Haoping LONG ; Feng CAO ; Feng JIANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(5):541-559
Glioma, the most prevalent primary tumor of the central nervous system (CNS), is also the most lethal primary malignant tumor. Currently, there are limited chemotherapeutics available for glioma treatment, necessitating further research to identify and develop new chemotherapeutic agents. A significant approach to discovering anti-glioma drugs involves isolating antitumor active ingredients from natural products (NPs) and optimizing their structures. Additionally, targeted drug delivery systems (TDDSs) are employed to enhance drug solubility and stability and overcome the blood-brain barrier (BBB). TDDSs can penetrate deep into the brain, increase drug concentration and retention time in the CNS, and improve the targeting efficiency of NPs, thereby reducing adverse effects and enhancing anti-glioma efficacy. This paper reviews the research progress of anti-glioma activities of NPs, including alkaloids, polyphenols, flavonoids, terpenoids, saponins, quinones, and their synthetic derivatives over the past decade. The review also summarizes anti-glioma mechanisms, such as suppression of related protein expression, regulation of reactive oxygen species (ROS) levels, control of apoptosis signaling pathways, reduction of matrix metalloproteinases (MMPs) expression, blocking of vascular endothelial growth factor (VEGF), and reversal of immunosuppression. Furthermore, the functions and advantages of NP-based TDDSs in anti-glioma therapy are examined. The key information presented in this review will be valuable for the research and development of NP-based anti-glioma drugs and related TDDSs.
Humans
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Glioma/metabolism*
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Biological Products/therapeutic use*
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Animals
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Brain Neoplasms/genetics*
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Drug Delivery Systems
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Antineoplastic Agents/therapeutic use*
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Blood-Brain Barrier/metabolism*
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Apoptosis/drug effects*
6.Research progress of adoptive cell therapy in acute leukemia
Yifan HE ; Shuhui XU ; Zengzheng LI ; Yajie WANG
Chongqing Medicine 2025;54(6):1442-1446
Acute leukemia is a common hematological malignancy.Conventional chemotherapy,targe-ted drug therapy,hematopoietic stem cell transplantation and other treatment methods have made progress,but the mortality rate of patients after recurrence is still high.Adoptive cell therapy(ACT)has emerged as an effective therapeutic option for acute leukemia,particularly chimeric antigen receptor(CAR)T-cell therapy,which has demonstrated remarkable efficacy in treating B-cell acute lymphoblastic leukemia(B-ALL)and ma-lignant lymphoma.However,CAR-T cell therapy may induce cytokine release syndrome.Recent studies have highlighted the potent anti-leukemia effects of CAR-NK cell therapy.This review summarizeed the research progress of ACT employing various immune cells targeting different antigens in the treatment of acute leukemia.
7.Long non-coding RNA NRSN2-AS1 regulates proliferation and invasion of liver cancer cells as well as aerobic glycolysis
Shumeng WU ; Yuanjun YANG ; Zhen WANG ; Shuhui WU ; Minying CHENG ; Ling LI ; Qinong YE
Military Medical Sciences 2025;49(7):486-493
Objective To investigate the biological function and potential mechanisms of long non-coding RNA(lncRNA)neurensin 2-antisense RNA 1(NRSN2-AS1)in liver cancer cells.Methods The Encyclopedia of RNA Interactomes(ENCORI)database was used to analyze the expression levels of NRSN2-AS1 in liver cancer tissues and normal tissues as well as its association with the prognosis of patients.Stable lncRNA NRSN2-AS1 cell lines,overexpressed or knockdown,were constructed.The effects of NRSN2-AS1 on tumor cell proliferation were explored using CCK-8 and colony formation assays.Transwell and wound healing assays were employed to examine the role of NRSN2-AS1 in tumor cell migration and invasion.The impact of NRSN2-AS1 on tumor cell aerobic glycolysis was assessed by measuring hexokinase activity,glucose uptake,ATP and etracellular lactate levels.Quantitative real-time PCR(qPCR)and Western blotting were used to evaluate the effects of NRSN2-AS1 on the mRNA and protein expression levels of hexokinase 2(HK2)in tumor cells.Results Analysis from the ENCORI database revealed that NRSN2-AS1 was upregulated in liver cancer tissues compared to normal tissues,and that high expressions of NRSN2-AS1 were closely associated with poor prognosis of patients.In vitro functional assays demonstrated that overexpression of NRSN2-AS1 promoted proliferation,migration,and invasion of liver cancer cells,and enhanced glycolysis levels while knockdown of NRSN2-AS1 inhibited these processes and suppressed glycolysis.Furthermore,overexpression of NRSN2-AS1 increased the mRNA and protein levels of HK2 while knockdown of NRSN2-AS1 decreased HK2 expression in liver cancer cells.Conclusion NRSN2-AS1 is highly expressed in liver cancer tissues,and it may promote liver cancer progression by enhancing HK2 expression and aerobic glycolysis.
8.Efficacy and safety of acupoint application for gastrointestinal function in treating post-stroke depression: Protocol for a randomized controlled trial
Xuan Zhang ; Shuhui Li ; Juntao Wang ; Chung Tai Lau ; Jacky C.P. Chan
Journal of Traditional Chinese Medical Sciences 2025;2025(4):552-558
ObjectiveTo evaluate the efficacy and safety of acupoint application for post-stroke depression (PSD) by regulating gastrointestinal function. A secondary objective is to explore the potential mechanism underlying this approach from the perspective of gut microbiota.MethodsThis multicenter, randomized, double-blind (patients and assessors), placebo-controlled trial will enroll 80 patients with PSD, and include a 1-week run-in period, a 4-week treatment phase, and a 12-week follow-up. Eligible participants will randomly be assigned in a 1:1 ratio to either the acupoint application or placebo (non-acupoint) groups. Treatments will be administered thrice weekly for 4 weeks. The primary outcome is change in the Hamilton Rating Scale for Depression (HAMD) score. Secondary outcomes include the Beck Depression Inventory (BDI), 36-Item Short-Form Health Survey (SF-36), Barthel Index of Activities of Daily Living, Social Adaptation Self–Evaluation Scale (SASS), and gut microbiota profiling. All outcomes will be assessed at baseline (prior to treatment), during treatment (weeks 2 and 4), and during follow-up (weeks 8, 12, and 16). The Treatment Emergent Symptom Scale (TESS) will be used for evaluation throughout the 4-week treatment phase.DiscussionThe results of this study will provide important evidence supporting a novel treatment strategy for PSD that targets gastrointestinal regulation, potentially informing future clinical practice.
9.Oncogenic β-catenin-driven liver cancer is susceptible to methotrexate-mediated disruption of nucleotide synthesis
Fangming LIU ; Yuting WU ; Baohui ZHANG ; Shuhui YANG ; Kezhuo SHANG ; Jie LI ; Pengju ZHANG ; Weiwei DENG ; Linlin CHEN ; Liang ZHENG ; Xiaochen GAI ; Hongbing ZHANG
Chinese Medical Journal 2024;137(2):181-189
Background::Liver cancer is largely resistant to chemotherapy. This study aimed to identify the effective chemotherapeutics for β-catenin-activated liver cancer which is caused by gain-of-function mutation of catenin beta 1 ( CTNNB1), the most frequently altered proto-oncogene in hepatic neoplasms. Methods::Constitutive β-catenin-activated mouse embryonic fibroblasts (MEFs) were established by deleting exon 3 ( β-cateninΔ(ex3)/+ ), the most common mutation site in CTNNB1 gene. A screening of 12 widely used chemotherapy drugs was conducted for the ones that selectively inhibited β-cateninΔ(ex3)/+ but not for wild-type MEFs. Untargeted metabolomics was carried out to examine the alterations of metabolites in nucleotide synthesis. The efficacy and selectivity of methotrexate (MTX) on β-catenin-activated human liver cancer cells were determined in vitro. Immuno-deficient nude mice subcutaneously inoculated with β-catenin wild-type or mutant liver cancer cells and hepatitis B virus ( HBV); β-cateninlox(ex3)/+ mice were used, respectively, to evaluate the efficacy of MTX in the treatment of β-catenin mutant liver cancer. Results::MTX was identified and validated as a preferential agent against the proliferation and tumor formation of β-catenin-activated cells. Boosted nucleotide synthesis was the major metabolic aberration in β-catenin-active cells, and this alteration was also the target of MTX. Moreover, MTX abrogated hepatocarcinogenesis of HBV; β-cateninlox(ex3)/+ mice, which stimulated concurrent Ctnnb1-activated mutation and HBV infection in liver cancer. Conclusion::MTX is a promising chemotherapeutic agent for β-catenin hyperactive liver cancer. Since repurposing MTX has the advantages of lower risk, shorter timelines, and less investment in drug discovery and development, a clinical trial is warranted to test its efficacy in the treatment of β-catenin mutant liver cancer.
10.Adult carotid body tumors in Northwest China: a multicenter, retrospective cross-sectional study
Wenyu XIE ; Hongchen ZHANG ; Yuan FENG ; Zheming YUE ; Lei ZHANG ; Shuhui DAI ; Jun REN ; Chunming XIAN ; Jie ZHOU ; Bin ZHANG ; Xia LI
Chinese Journal of Neuromedicine 2024;23(1):34-41
Objective:To analyze the clinical and epidemiological characteristics of adult carotid body tumors (CBTs) in Northwest China to provide references for early diagnosis and treatment of CBTs.Methods:A multicenter, retrospective, non-intervention epidemiological investigation was conducted on adult CBTs patients who were hospitalized from January 1, 2011 to June 30, 2023 in 7 Class A tertiary hospitals in Northwest China (Departments of Neurosurgery, First Affiliated Hospital of Air Force Medical University, Second Affiliated Hospital of Lanzhou University, People's Hospital of Gansu Province, 940 th Hospital of PLA Joint Logistic Support Force, People's Hospital of Qinghai Province, General Hospital of Ningxia Medical University, People's Hospital of Ningxia Hui Autonomous Region). Medical records were collected in these patients, and they were divided into 2 groups according to their average altitude residence: high altitude group (≥1 500 m) and low altitude group (<1 500 m); meanwhile, these patients were divided into Shamblin type I, type II and type III groups according to Shamblin classification criteria; differences in general data and clinical features among patients from different altitude groups or Shamblin subgroups were compared. Independent influencing factors for Shamblin type III CBTs were analyzed by multivariate ordered Logistic regression. Results:(1) A total of 359 patients were enrolled in the study, including 276 females and 83 males, aged (48.80±12.07) years; 211 patients were into the high altitude group and 148 into the low altitude group; 165 patients were into Shamblin type I group, 146 into Shamblin type II group, and 48 into Shamblin type III group. (2) Compared with those in the low altitude group, patients in the high altitude group had higher proportion of females, older age, lower proportion of Han nationality, higher proportion of Shamblin type I, smaller tumor volume, lower platelet count, higher red blood cell count, hematocrit, hemoglobin level, platelet distribution width and mean platelet volume, and higher large platelet percentage, with significant differences ( P<0.05). (3) Compared with those in the Shamblin type I group, patients in the Shamblin type III group had younger age, lower resident altitude, larger tumor volume, longer time interval from onset to diagnosis, higher proportion of unintentional tumor discovery, larger volume of intraoperative blood loss, lower hemoglobin level, hematocrit, mean erythrocyte volume, and mean hemoglobin concentration, decreased erythrocyte distribution width variable coefficient, and increased platelet count, with significant differences ( P<0.05). Compared with those in the Shamblin type II group, patients in Shamblin type III group had younger age, larger tumor volume, longer time interval from onset to diagnosis, larger volume of intraoperative blood loss, lower hemoglobin, hematocrit and mean erythrocyte volume, higher erythrocyte distribution width variable coefficient and platelet count, with significant differences ( P<0.05). (4) Age ( OR=0.960, 95% CI: 0.942-0.977, P<0.001), residence altitude ( OR=0.992, 95% CI: 0.990-0.999, P=0.020) and time interval from onset to diagnosis ( OR=1.009, 95% CI: 1.005-1.014, P<0.001) were independent influencing factors for Shamblin type III CBTs. Conclusions:More females than males are noted in patients with adult CBTs in Northwest China, and more CBTs patients live at high altitude, with Shamblin type I enjoying the highest proportion. More female and old patients lived at high altitude is noted than those lived at low altitude; patients with Shamblin type III have the youngest age, lowest altitude, and longest time interval from onset to diagnosis. CBTs patients with young age, low residence altitude, and long time interval from onset to diagnosis are more likely to develop Shamblin type III.


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