1.Analysis of current situation and countermeasures of sex education in special education schools in Luzhou
Chinese Journal of School Health 2025;46(6):802-805
Objective:
To analyze the implementation status and challenges of sex education in special education schools, so as to provide a scientific basis for formulating effective promotion strategies.
Methods:
From November 2023 to January 2024, a census survey was conducted among 120 in service teachers from 7 special education schools in Luzhou. The questionnaire covered the current status of sex education in schools, teachers attitudes and knowledge toward sex education, and their coping methods for students inappropriate sexual behaviors.
Results:
About 77.5% of teachers reported having provided sex education to students, but 93.2% indicated a lack of specialized sex education textbooks for special children, 90.4% reported no full time teachers for sex education, and the methods of sex education were relatively limited (50.0% mainly based on lecture method). Nearly 95.8% of teachers held a positive attitude toward sex education, with 98.3% supporting its implementation. Only 26.7% of teachers demonstrated a good grasp of sex education knowledge, with the best understood topic being "recognition and protection of private parts" (21.6%). When dealing with students inappropriate sexual behaviors, the active response rate of teachers was 23.9%, with the highest active response rate observed for "intentionally hugging or kissing the opposite sex" (39.7%).
Conclusions
The special education schools in Luzhou lack comprehensive sex education curricula, teaching materials and full time teachers, sufficient knowledge among teachers, and adequate proactive responses to students inappropriate sexual behaviors. Greater emphasis should be placed on sex education for special children, including the training of dedicated teachers, to provide comprehensive and high quality sex education services for special children.
2.Decoding the immune microenvironment of secondary chronic myelomonocytic leukemia due to diffuse large B-cell lymphoma with CD19 CAR-T failure by single-cell RNA-sequencing.
Xudong LI ; Hong HUANG ; Fang WANG ; Mengjia LI ; Binglei ZHANG ; Jianxiang SHI ; Yuke LIU ; Mengya GAO ; Mingxia SUN ; Haixia CAO ; Danfeng ZHANG ; Na SHEN ; Weijie CAO ; Zhilei BIAN ; Haizhou XING ; Wei LI ; Linping XU ; Shiyu ZUO ; Yongping SONG
Chinese Medical Journal 2025;138(15):1866-1881
BACKGROUND:
Several studies have demonstrated the occurrence of secondary tumors as a rare but significant complication of chimeric antigen receptor T (CAR-T) cell therapy, underscoring the need for a detailed investigation. Given the limited variety of secondary tumor types reported to date, a comprehensive characterization of the various secondary tumors arising after CAR-T therapy is essential to understand the associated risks and to define the role of the immune microenvironment in malignant transformation. This study aims to characterize the immune microenvironment of a newly identified secondary tumor post-CAR-T therapy, to clarify its pathogenesis and potential therapeutic targets.
METHODS:
In this study, the bone marrow (BM) samples were collected by aspiration from the primary and secondary tumors before and after CD19 CAR-T treatment. The CD45 + BM cells were enriched with human CD45 microbeads. The CD45 + cells were then sent for 10× genomics single-cell RNA sequencing (scRNA-seq) to identify cell populations. The Cell Ranger pipeline and CellChat were used for detailed analysis.
RESULTS:
In this study, a rare type of secondary chronic myelomonocytic leukemia (CMML) were reported in a patient with diffuse large B-cell lymphoma (DLBCL) who had previously received CD19 CAR-T therapy. The scRNA-seq analysis revealed increased inflammatory cytokines, chemokines, and an immunosuppressive state of monocytes/macrophages, which may impair cytotoxic activity in both T and natural killer (NK) cells in secondary CMML before treatment. In contrast, their cytotoxicity was restored in secondary CMML after treatment.
CONCLUSIONS
This finding delineates a previously unrecognized type of secondary tumor, CMML, after CAR-T therapy and provide a framework for defining the immune microenvironment of secondary tumor occurrence after CAR-T therapy. In addition, the results provide a rationale for targeting macrophages to improve treatment strategies for CMML treatment.
Humans
;
Lymphoma, Large B-Cell, Diffuse/therapy*
;
Tumor Microenvironment/genetics*
;
Antigens, CD19/metabolism*
;
Leukemia, Myelomonocytic, Chronic/genetics*
;
Immunotherapy, Adoptive/adverse effects*
;
Male
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Single-Cell Analysis/methods*
;
Female
;
Sequence Analysis, RNA/methods*
;
Receptors, Chimeric Antigen
;
Middle Aged
3.Altered patterns of interhemispheric functional connectivity in the cerebral cortex connected via the corpus callosum in Alzheimer's disease
Zheyu LI ; Yifan SHEN ; Renren LI ; Chenxi PAN ; Wei ZHANG ; Zhihao XU ; Qiurong YU ; Dazhi YIN ; Mingxia FAN ; Yunxia LI ; Ruipeng NING
Chinese Journal of Medical Physics 2025;42(11):1434-1444
Objective To investigate alterations in interhemispheric functional connectivity(FC)in the cerebral cortices connected via the corpus callosum in patients with Alzheimer's disease(AD),and to explore their relationships with cognitive function and activities of daily living.Methods Resting-state functional magnetic resonance imaging data were collected from 28 patients with Alzheimer's dementia(d-AD),47 patients with mild cognitive impairment(MCI),and 37 healthy controls(HC).Using a trancallosal tract template,32 pairs of homologous cortical brain regions directly connected to 32 subregions of the corpus callosum were selected as regions of interest for interhemispheric FC analysis.Further correlation analyses were performed between FC values in patient groups and their scores on the Montreal Cognitive Assessment-Basic(MoCA-B)Scale and the Activities of Daily Living(ADL)Scale.Results Compared with HC group,both MCI and d-AD groups exhibited hyperconnectivity(significantly increased FC)in interhemispheric non-homologous brain regions.Specifically,hyperconnectivity in the MCI group was scattered across the frontal,parietal,temporal,and occipital lobes,while in the d-AD group,it was concentrated within the precentral and postcentral gyri.Notably,hyperconnectivity involving the prefrontal and occipital lobes in the MCI group showed significant declines in the d-AD group.The interhemispheric homologous FC in the d-AD group reduced more significantly than the MCI group.Additionally,in the d-AD group,2 interhemispheric FC within the prefrontal lobe(between the bilateral orbital parts of the inferior frontal gyrus,and between the left medial frontal gyrus and the right middle frontal gyrus)were correlated with MoCA-B scores,and 2 FC(between the bilateral middle occipital gyri,and between the left inferior parietal lobule and the right middle frontal gyrus)were correlated with ADL scores.Conclusion MCI and d-AD exhibit distinct patterns of interhemispheric FC alterations,and the interhemispheric FC changes in AD patients are non-progressive.The close relationships between interhemispheric homologous/non-homologous FC and MoCA-B/ADL scores in d-AD patients provide an objective basis and reference for clinical neuromodulation.
4.Exploration of the Pharmacological Substances Basis and Potential Mechanism of Anchang Formulation in the Treatment of Ulcerative Colitis Based on UPLC-Q-TOF-MS Technology and Network Pharmacology
Mingxia WU ; Nan WANG ; Yelin DING ; Mengsitong LI ; Yunqi CUI ; Zhenzhong WANG ; Yingbo YANG ; Wei XIAO
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(5):622-636
OBJECTIVE To identify and characterize the chemical ingredients of Anchang formulation,further screen the active ingredients of this formulation treating ulcerative colitis by network pharmacology,and explore the potential targets and pathways,provi-ding scientific basis for its mechanism research and clinical application.METHODS Chemical ingredients in Anchang formulation were acquired by Ultra-high performance liquid chromatography-quadrupole-time-of-flight mass spectrometry(UPLC-Q-TOF-MS)technology and literature retrieval.The potential active ingredients and key targets for the treatment were obtained from Swiss Target Prediction,GeneCards,STRING,and then Gene Ontology(GO)function and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment were analyzed in the DAVID database.The interactions between the active ingredients and the core targets were verified by using the AutoDock software.The RAW 264.7 murine-derived macrophage inflammation model was also established to val-idate the anti-inflammatory activity of the pre-screened chemical ingredients and further explore the related mechanisms.RESULTS In this study,108 chemical ingredients of Anchang formulation were characterized by UPLC-Q-TOF-MS technology,and expanded to 134 through literature search.The component-target network where 39 core active components were screened was further constructed,and 15 key therapeutic targets were screened by the protein-protein interaction network constructed.The enrichment analysis of KEGG pathway indicated that Anchang formulation can regulate TNF,PI3K-Akt,MAPK,cancer and other related signaling pathways and ex-ert a therapeutic effect.The results of cell experiments showed that Anchang formulation and its active ingredients could inhibit the re-lease of NO,TNF-α and IL-6 in the LPS-induced RAW 264.7 cell inflammation model.CONCLUSION Based on the concept of"ingredient-target-pathway",this study evaluates the anti-inflammatory effect of Anchang formulation and its active ingredients,pre-dicts the potential mechanism of treatment for UC,and provides a theoretical basis and research ideas for the quality control of the for-mulation and its treatment for UC.
5.Development of an exercise rehabilitation program based on Delphi method for the patients with upper limb lymphedema
Xuemei GUO ; Qiaoyan DAI ; Chunyan LI ; Mingxia PENG ; Zhuangle WEI ; Tianwen HUANG
Modern Clinical Nursing 2025;24(4):45-53
Objective To develop an exercise rehabilitation program for the patients with upper limb lymphedema in order to provide standardised guidance for specialised management and nursing practice,and to promote the recovery of patients.Methods With the evidence-based methods,domestic and international literaturs were retrieved and the quality of the papers was evaluated.A research team was established to discuss and draft an initial version of the rehabilitation program for the patients with upper limb lymphedema.Delphi method was used to conduct two rounds of consultation with 15 experts in lymphedema between June and September 2023.According to the expert opinions,the exercise rehabilitation program for patients with upper limb lymphedema was finalised after screening and modification of the indicators.Results The final version of the exercise rehabilitation program for patients with upper limb lymphedema includes four tier-1 indicators(routine upper limb rehabilitation exercises,aerobic exercise,anti-resistance exercise and respiratory training),15 tier-2 indicators,and 33 tier-3 indicators.The positive response rate in both rounds of expert consultation was 100.00%,with the authority coefficient at 0.95.In the second round of expert consultation,it was founds that the importance of tier-3 indicators was from 3.93 to 5.00,with the rationality from 4.13 to 5.00 and the feasibility from 3.53 to 4.93.The coefficient of variation in tier-1 and tier-2 indicators was 0.00-0.17 and 0.07-0.23,respectively.The coefficients of variation of per tier-3 indicator in importance,rationality and feasibility were from 0.00 to 0.22,0.00 to 0.22 and 0.05 to 0.22,respectively.The Kendall's coefficient of concordance(W)for tier-1 and tier-2 indicators was 0.490 and 0.387,respectively.The Kendall's W of per tier-3 indicator in importance,rationality and feasibility was 0.427,0.311 and 0.530,respectively,with statistically significant differences(P<0.001).Conclusion The exercise rehabilitation program developed in this study is scientific,comprehensive and highly targeted.It provides a theoretical basis and practical guidance for exercise rehabilitation and nursing care of the patients with upper limb lymphedema.
6.Study on the Mechanism of Angiogenesis-Regulating Anti-Lung Cancer Action of Herbal Couple Curcumae Rhizoma-Sparganii Rhizoma Based on Network Pharmacology-Molecular Docking and Zebrafish Model
Mingxia LI ; Weirui LIU ; Mengyu SUN ; Wei LIU ; Xianxian LI ; Xiuhuan WANG ; Gaimei SHE
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(5):1485-1500
Objective To predict the mechanism of herbal couple Curcumae Rhizoma-Sparganii Rhizoma(CR-SR)in modulation of angiogenesis against lung cancer based on network pharmacology and molecular docking technology,and validate by zebrafish model.Methods The active ingredients and potential targets for anti-lung cancer and antiangiogenesis of CR and SR were screened by network pharmacology.The targets were intersected with those screened from the OMIM database and GeneCards database for lung cancer and antiangiogenesis.Herbal couple-lung cancer and herbal couple-antiangiogenesis of protein-protein interaction(PPI)network was constructed by taking intersecting targets to screen the common and core targets of the herbal couple in lung cancer and anti-angiogenesis.Herbal couple-lung cancer and herbal couple-antiangiogenesis of Gene ontology(GO)function and Kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analyses were performed by Metascape database.The binding ability and the amino acid residues involved of core targets to major components were evaluated by molecular docking technique.In vitro,CCK-8 method was applied to investigate the effects of herbal couple and single drugs on the cell viability of human umbilical vein endothelial cells(HUVECs).Zebrafish embryos were randomly divided into blank control group,different concentration of drug pairs and single drug group,and positive drug control group,and the number of intersegmental vessels of zebrafish in each group was counted after 72 hour.The mRNA expression levels of angiogenesis-related genes,VEGFA,VEGFR2,VEGFR3,EGFR,etc.,were detected by qRT-PCR.Results 106 herbal couple-lung cancer common targets and 130 herbal couple-antiangiogenesis common targets were screened by network pharmacology.Meanwhile,85 of targets were identical.GO function enrichment analyses of herbal couple-lung cancer resulted in 1648 GO analysis entries,KEGG pathway enrichment analyses resulted in 186 signaling pathways.GO function enrichment analyses herbal couple-antiangiogenesis resulted in 1844 GO analysis entries,KEGG pathway enrichment analyses resulted in 188 signaling pathways.The molecular docking results showed a better affinity between the target and the components,and the forces between them mainly included hydrogen bonding and hydrophobic interactions.In vitro cellular experiments demonstrated that the two drugs were used as a drug pair to enhance the inhibitory effect on the cell viability of HUVECs.The zebrafish experiments indicated that the toxicity order of herbal couple and single drugs was CR>CR-SR>SR.The results of transgenic zebrafish vascular fluorescence model confirmed that CR-SR and single drugs had anti-angiogenic activity,with the anti-angiogenic activity order of herbal couple and single drugs was CR-SR>SR>CR.The results of qRT-PCR showed that CR-SR drug pairs and single drugs significantly reduced the expression levels of angiogenesis-related genes VEGFA,VEGFR2,EGFR,MMP9,etc.,and had anti-angiogenic effects.Conclusion CR-SR and single drugs had anti-lung cancer effects on multiple identical targets and regulated multiple identical signaling pathways,and their combination had a synergistic effect.The treatment of lung cancer may be through the regulation of angiogenesis-related target VEGFA,VEGFR2,EGFR,etc.,in order to play an anti-angiogenic effect.
7.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
8.Quantitative evaluation of left ventricular remodeling in left bundle branch block induced cardiomyopathy by multimodal imaging
Xiaoxian WANG ; Changqing MIAO ; Beibei GE ; Mingxia LI ; Fen CHEN ; Fang XU ; Ning ZHANG ; Guanjun GUO ; Wei XU ; Wenzhi SHEN ; Yingming ZHAO ; Jing YAO
Chinese Journal of Ultrasonography 2025;34(1):26-32
Objective:To quantitatively evaluate the effects of left bundle branch block(LBBB)on left ventricular structure,function and myocardial perfusion using left ventricular pressure-strain loop and single photon emission computed tomography(SPECT),and to investigate the relationship between myocardial work,myocardial perfusion and pathological changes of left ventricular remodeling in left bundle branch block induced cardiomyopathy(LBBB-CM).Methods:Fourteen male beagle dogs were selected,and the main trunk of the left bundle branch was ablated to create an LBBB dog model. Electrocardiogram(ECG),transesophageal echocardiography and arterial blood pressure data of LBBB dogs were collected before and 12 months after the ablation of left bundle branch trunk. Global and segmental myocardial work parameters were obtained by left ventricular pressure-strain loop. The differences of above parameters between baseline and 12 months after the ablation of left bundle branch were compared. SPECT was performed in LBBB dogs 12 months after the creation of LBBB. The hearts were harvested for anatomy observation and histopathological analysis in LBBB dogs and another 7 male beagle dogs(normal control group)matched by age and weight. The correlation between myocardial perfusion(percentage of regional tracer uptake)and myocardial work parameters,myocardial fibrosis in LBBB dogs were analyzed.Results:Compared with baseline,the left ventricular end-diastolic volume of 12 months after the ablation increased[(20.78 ± 5.32)ml vs(26.71 ± 7.94)ml, P = 0.003],left ventricular ejection fraction decreased[(59.17 ± 5.67)% vs(47.69 ± 5.45)%, P<0.001];left ventricular global/segmental longitudinal strain,global/segmental constructive work and global/segmental work efficiency decreased(all P<0.05),left ventricular global/segmental wasted work increased(all P<0.001). Heterogenous perfusion defect was observed in LBBB dogs by SPECT,compared with lateral wall segments,the percentage of regional tracer uptake of septum was decreased(all P<0.05). Gross anatomical and myocardial pathological changes were manifested as cardiomegaly,flaky or focal grayish thickening of endocardium,cardiomyocyte degeneration and fibrosis. Compared with normal control group,the collagen fiber volume fraction(CVF)in all segmental endocardium and partial segmental myocardium of LBBB dogs were significantly increased(all P<0.05). Percentage of regional tracer uptake was positively correlated with segmental myocardial work(SMW)and segmental myocardial efficiency(SWE)( r s = 0.49,0.31;both P<0.001),and negatively correlated with CVF and segmental wasted work(SWW)( r s = -0.51,-0.49;both P<0.001). Conclusions:Isolated LBBB is not benign,which can result in left ventricular remodeling,decreased cardiac constructive function,abnormal myocardial perfusion,endocardial fibrosis and myocardial fibrosis.The parameters of myocardial work assecsed by echocardiograpgy and myocardial perfusion,as non-invasive examination,can to some extent reflect the degree of left ventricular remodeling in LBBB-CM.
9.Exploring function-structure covariant patterns in Alzheimer's disease and mild cognitive impairment based on multimodal magnetic resonance imaging
Yifan SHEN ; Ruipeng NING ; Renren LI ; Chenxi PAN ; Wei ZHANG ; Zheyu LI ; Zhihao XU ; Qiurong YU ; Dazhi YIN ; Yunxia LI ; Mingxia FAN
Chinese Journal of Medical Physics 2025;42(10):1298-1305
Objective To explore function-structure covariant patterns in Alzheimer's disease(AD)and mild cognitive impairment(MCI),and to investigate their associations with cognitive function and activities of daily living.Methods three-way parallel group independent component analysis(three-way pGICA),was used to identify the covariant patterns of resting-state functional MRI temporal data,gray matter density maps,and fractional anisotropy(FA)maps,and the differences between different groups were compared.Furthermore,the associations of covariant patterns with the Montreal Cognitive Assessment-Basic(MoCA_B)Scale scores and Activities of Daily Living Scale scores were analyzed.Results The function-structure covariant patterns in AD and MCI were characterized by the enhanced negative functional connectivity between the left posterior salience network and the right default mode network,the decreased gray matter density in the bilateral dorsolateral prefrontal cortex,and the reduced FA values in the left superior corona radiata(correlations:P<0.001,FDR corrected).Compared with HC group,AD group showed significant abnormalities in all identified covariant patterns(P<0.01,FDR corrected),but MCI group only exhibited a significant decrease in gray matter density in the bilateral dorsolateral prefrontal cortex(P<0.05,FDR corrected).Additionally,AD group had significantly lower FA value in the left superior corona radiata than MCI group(P<0.05,FDR corrected).The loadings reflecting the degree of covariation were significantly correlated with the Activities of Daily Living Scale scores(P<0.05,FDR corrected)but not with MoCA_B Scale scores.Conclusion The function-structure covariant patterns in AD and MCI are consistent with the declines in activities of daily living.The multimodal fusion analysis(three-way pGICA)provides a novel approach to understand the brain damage mechanisms underlying the covariant evolution of MCI and AD.
10.Exploring function-structure covariant patterns in Alzheimer's disease and mild cognitive impairment based on multimodal magnetic resonance imaging
Yifan SHEN ; Ruipeng NING ; Renren LI ; Chenxi PAN ; Wei ZHANG ; Zheyu LI ; Zhihao XU ; Qiurong YU ; Dazhi YIN ; Yunxia LI ; Mingxia FAN
Chinese Journal of Medical Physics 2025;42(10):1298-1305
Objective To explore function-structure covariant patterns in Alzheimer's disease(AD)and mild cognitive impairment(MCI),and to investigate their associations with cognitive function and activities of daily living.Methods three-way parallel group independent component analysis(three-way pGICA),was used to identify the covariant patterns of resting-state functional MRI temporal data,gray matter density maps,and fractional anisotropy(FA)maps,and the differences between different groups were compared.Furthermore,the associations of covariant patterns with the Montreal Cognitive Assessment-Basic(MoCA_B)Scale scores and Activities of Daily Living Scale scores were analyzed.Results The function-structure covariant patterns in AD and MCI were characterized by the enhanced negative functional connectivity between the left posterior salience network and the right default mode network,the decreased gray matter density in the bilateral dorsolateral prefrontal cortex,and the reduced FA values in the left superior corona radiata(correlations:P<0.001,FDR corrected).Compared with HC group,AD group showed significant abnormalities in all identified covariant patterns(P<0.01,FDR corrected),but MCI group only exhibited a significant decrease in gray matter density in the bilateral dorsolateral prefrontal cortex(P<0.05,FDR corrected).Additionally,AD group had significantly lower FA value in the left superior corona radiata than MCI group(P<0.05,FDR corrected).The loadings reflecting the degree of covariation were significantly correlated with the Activities of Daily Living Scale scores(P<0.05,FDR corrected)but not with MoCA_B Scale scores.Conclusion The function-structure covariant patterns in AD and MCI are consistent with the declines in activities of daily living.The multimodal fusion analysis(three-way pGICA)provides a novel approach to understand the brain damage mechanisms underlying the covariant evolution of MCI and AD.


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