1.Policies, standards and technological models of digital rehabilitation aligned with the framework of WHO's global digital health strategy
Yaru YANG ; Zhuoying QIU ; Di CHEN ; Zhongyan WANG ; Meng ZHANG ; Qi JING ; Yaoguang ZHANG
Chinese Journal of Rehabilitation Theory and Practice 2025;31(2):125-135
ObjectiveTo systematically analyze the global policy framework, standard systems and application technology models of digital rehabilitation within the framework of the World Health Organization (WHO) Global Digital Health Strategy and propose policy recommendations for the future development of digital rehabilitation. MethodsBased on the policies on digital health and rehabilitation development issued by the WHO, focusing on the Global Digital Health Strategy, Rehabilitation 2030 Initiative, Rehabilitation in Health Systems, Rehabilitation in Health Systems: A Guide for Action, and World Report on Disability, a systematic review was conducted, to explore the policy architecture and core content of digital rehabilitation, the standard system for digitalizing rehabilitation, and key technological models for the development of digital rehabilitation. ResultsIn the context of global health and digital transformation, the development of digital rehabilitation services was an essential component of the global digital health strategy. Building a comprehensive policy framework and content system for digital rehabilitation was critical for strengthening rehabilitation data governance, enhancing data utilization efficiency, and ensuring data privacy and security. Empowering rehabilitation with digital technology was vital for improving the standardization, effectiveness, coverage, quality and safety of rehabilitation services. International digital rehabilitation policies primarily involved the following areas: policy and governance, digital standard systems, data privacy, security and ethics, digital talent cultivation and capacity building, and monitoring, evaluation and continuous improvement of digitally empowered rehabilitation services. The standard system for rehabilitation digitization covered the three major reference classifications of the WHO Family of International Classifications, including International Classification of Diseases Eleventh Revision (ICD-11), International Classification of Functioning, Disability and Health (ICF), and International Classification of Health Interventions (ICHI), especially ICF. It also included international data interoperability standards, data security and privacy protection standards, data quality and certification standards, and health information standards, etc. The application technology models of digital rehabilitation primarily included data-driven service models, artificial intelligence -enabled models, and remote rehabilitation models combined with virtual reality, augmented reality technologies, and Internet of Things support. ConclusionThe establishment and implementation of comprehensive policies, standards and technological models for digital rehabilitation are crucial for driving the digital transformation and development of global rehabilitation services. Under the framework of the WHO Global Digital Health Strategy, it is necessary to build adaptive digital rehabilitation policy frameworks, and enhance digital governance capabilities and levels, establishing and improving digital rehabilitation standard systems, and promoting the interoperability and integration of rehabilitation data with other health big data. Meanwhile, it is essential to actively develop data-driven technological models for rehabilitation services to comprehensively improve the accessibility, availability, quality and safety of rehabilitation services.
2.Safety analysis of Yttrium-90 resin microsphere selective internal radiation therapy on malignant liver tumors
Jia CAI ; Shiwei TANG ; Rongli LI ; Mingxin KONG ; Hongyan DING ; Xiaofeng YUAN ; Yuying HU ; Ruimei LIU ; Xiaoyan ZHU ; Wenjun LI ; Haibin ZHANG ; Guanwu WANG
Chinese Journal of Clinical Medicine 2025;32(1):24-29
Objective To explore the safety of Yttrium-90 resin microsphere selective internal radiation therapy (90Y-SIRT) on malignant liver tumors. Methods A retrospective analysis was conducted on 64 patients with malignant liver tumors who underwent 90Y-SIRT from February 2023 to November 2024 at Weifang People’s Hospital. The clinical characteristics of the patients and the occurrence of adverse reactions after treatment were analyzed to assess the safety of 90Y-SIRT. Results Among the 64 patients, there were 52 males (81.25%) and 12 females (18.75%); the average age was (56.29±11.08) years. Seven patients (10.94%) had tumors with maximum diameter of less than 5 cm, 38 patients (59.38%) had tumors with maximum diameter of 5-10 cm, and 19 patients (29.68%) had tumors with maximum diameter of greater than 10 cm. There were 47 cases (73.44%) of solitary lesions and 17 cases (26.56%) of multiple lesions; 53 cases (82.81%) were primary liver cancers and 11 cases (17.19%) were metastatic liver cancers. Of the 64 patients, 63 successfully completed the Technetium-99m macroaggregated albumin (99mTc-MAA) perfusion test and received the 90Y-SIRT; one patient received 90Y-SIRT after the second 99mTc-MAA perfusion test due to a work error. The most common adverse reactions included grade 1 alanine aminotransferase (ALT) elevation in 26 cases (40.62%) and grade 2 in 2 cases (9.37%), grade 1 aspartate aminotransferase (AST) elevation in 27 cases (42.18%) and grade 2 in 7 cases (10.93%); grade 1 nausea in 17 cases (26.56%) and grade 2 in 6 cases (9.37%); grade 1 abdominal pain in 12 cases (18.75%), grade 2 in 5 cases (7.81%), and grade 3 in 1 case (1.56%); grade 1 vomiting in 11 cases (17.18%), grade 2 in 5 cases (7.81%), and grade 3 in 1 case (1.56%). Conclusion The adverse reactions of 90Y-SIRT for treating malignant liver tumors are mild, indicating good safety.
3.Adrenocortical carcinoma with rhabdoid features: a case report and literature review
Mingchuan CHU ; Huimin SUN ; Hao WANG ; Jian SONG ; Yongshun GUO
Journal of Modern Urology 2025;30(1):64-68
[Objective] To investigate and summarize the clinicopathological features, diagnosis, treatment and prognosis of adrenocortical carcinoma with rhabdoid features. [Methods] The clinical diagnosis and treatment of a case of adrenocortical carcinoma with rhabdoid features admitled to Department of Urology, Weifang People's Hospital were reported.The clinical manifestations, pathological features, diagnosis and prognosis of the disease were analyzed in combination with relevant literature. [Results] A 34-year-old male patient was admitted due to scrotal distension and pain that had persisted for 6 months.Imaging examination showed a huge soft tissue tumor in the left adrenal region of the retroperitoneum with compression displacement of the left kidney, leading to obstruction of venous return in the left spermatic vein, which in turn caused varicose veins.The levels of serum renin, angiotensin, aldosterone, cortisol, and catecholamine were within normal ranges.Surgical resection of the tumor was performed, and postoperative pathological examination revealed that the tumor tissue was predominantly composed of rhabdoid cells, exhibiting positive immunohistochemical staining for INI 1, Syn, Calretinin and Vimentin.Genetic testing did not identify any deletion of SMARCB1 and SMARCA4 mutations.Therefore, the diagnosis was adrenocortical carcinoma with rhabdoid features.At the current 20-month follow-up, no recurrence or metastasis was observed.A review of the literature found that only 7 cases of this disease had been reported. [Conclusion] Adrenocortical carcinoma with rhabdoid features is a rare disease, and a definitive diagnosis is dependent upon pathological examination.Surgical resection remains the primary treatment.Long-term follow-up is essential, and further research is needed to evaluate the impact of adjuvant therapy.
4.Application value of machine learning models based on CT radiomics for assessing split renal function
Junjie ZOU ; Ruidong LI ; Hu SONG ; Feng WANG ; Ning DING ; Kongyuan ZHANG
Chinese Journal of Radiological Health 2025;34(1):108-113
Objective Based on the radiomics features extracted from the unenhanced CT images of the lower abdomen, a variety of machine learning models were constructed to explore their application value in the assessment of split renal function. Methods A retrospective analysis was conducted on the unenhanced CT images from 240 single kidneys in patients with clinically suspected renal dysfunction. Based on the results of single-photon emission computed tomography renal dynamic imaging, the cases were classified into the normal glomerular filtration rate group (n=118) and the decreased glomerular filtration rate group (n=122). The region of interest was outlined on the unenhanced CT images and the radiomics features were extracted. The features were selected by correlation analysis and least absolute shrinkage and selection operator, and the machine learning models were constructed based on the algorithms of decision tree, support vector machine, random forest, logistic regression, and extreme gradient boosting. Area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity were calculated to compare the performance of different models. Results Sixteen radiomics features were selected for constructing the machine learning models. The support vector machine model showed relatively high performance for the assessment of split renal function on the test set, with an area under the receiver operating characteristic curve value of 0.883 (95% confidence interval: 0.804-0.961), an accuracy of 0.778, a sensitivity of 0.811, and a specificity of 0.743. Conclusion The machine learning models constructed based on unenhanced CT radiomics can be used to preliminarily assess split renal function, which provides an innovative, convenient, and safe method for clinical diagnosis and has positive significance for treatment.
5.Early combination of Ranibizumab and Dexamethasone intravitreal implant in the treatment of macular edema secondary to retinal vein occlusion
Chaofan WANG ; Shuliang DING ; Junxing YANG ; Zijing FENG ; Dengfeng XU ; Jianliang LIU
International Eye Science 2025;25(4):644-649
AIM:To compare the efficacy and safety of early combination therapy with ranibizumab and dexamethasone intravitreal implants versus ranibizumab monotherapy for the treatment of macular edema secondary to retinal vein occlusion(RVO-ME).METHODS: A retrospective cohort study was conducted on a total of 62 cases(64 eyes)of patients who were first diagnosed with RVO-ME at the Eye Centre of the Affiliated Hospital of Shandong Second Medical University between February 2022 and February 2023. The subjects were divided into two groups according to the different treatment regimens: 32 cases(34 eyes)in the monotherapy group received only ranibizumab [3+pro re nata(PRN)regimen], and 30 cases(30 eyes)in the combination therapy group were injected with ranibizumab once first, followed by dexamethasone intravitreal implant 3 wk later(1+DEX regimen). The best corrected visual acuity(BCVA), central retina thickness(CRT), foveal avascular zone(FAZ)area, macular vascular density(MVD)at the level of the deep vascular complex(DVC)of the retina, the incidence of ocular adverse effects, the number of drug injections, and the total cost between the two groups were compared before and after treatment.RESULTS: At 3 wk, 3 and 6 mo, and at the final follow-up of the two groups of patients, the improvement in BCVA, CRT, and MVD in the DVC layer was significantly better than that before treatment(all P<0.05); there were differences in the comparisons of BCVA and CRT between the two groups at 6 mo and the final follow-up(all P<0.05), and the increase in the number of letters of BCVA was the most pronounced in the combination therapy group at 6 mo of treatment. Statistical significant difference was observed in the comparison of MVD in the DVC layer between the two groups at 3 and 6 mo after treatment and at the final follow-up(all P<0.05). However, no significant change in FAZ area was evident before and after treatment in both groups(P>0.05). The combination therapy group exhibited a reduced number of injections and total cost in comparison to the monotherapy group. The combination therapy group exhibited a slightly higher incidence of high intraocular pressure and cataract progression compared to the monotherapy group, with no statistical significant difference(all P>0.05). Furthermore, no serious adverse events were observed in either group following treatment.CONCLUSION:Compared with ranibizumab alone, ranibizumab combined with dexamethasone intravitreal implant significantly improved vision, reduced macular edema, and lowered the frequency of injections and total treatment cost in patients with RVO-ME. CRT and MVD in the DVC layer are reliable prognostic indicators for patients with RVO-ME.
6.Participation rate of voluntary blood donation among college students in China: a meta-analysis
Sheng WANG ; Jingquan XIE ; Fei QI
Chinese Journal of Blood Transfusion 2025;38(3):431-441
[Objective] To evaluate the participation rate of voluntary blood donation among college students in China by meta-analysis. [Methods] CNKI, Wan Fang Data, VIP, Pub Med, Web of science and Embase databases were searched to collect cross-sectional studies on the participation rate of voluntary blood donation among college students from the establishment of the database to August 10, 2024. Two researchers independently screened the literature, extracted the data and assessed the risk of bias of the included studies, and then used Stata16.1 software for meta-analysis. [Results] Finally, 36 articles were included, with a total of 37 348 research subjects and 11 541 college students participating in voluntary blood donation. The meta-analysis results showed that the participation rate of college students in voluntary blood donation in China was 34.0% [95% CI (31.0,37.0)]. The sub group analysis results showed that the participation rate of college students in voluntary blood donation in different regions was 36.1% [95% CI (24.1, 48.1)] in the eastern region, 30.2% [95% CI (26.8, 33.6)] in the central region, and 35.1% [95% CI (31.0, 39.3)] in the western region, with the eastern region higher than the central and western regions (P<0.001); The participation rate of college students in voluntary blood donation during different research periods was 32.0% before 2020 [95% CI (31.4, 32.6)] and 27.1% after 2020 [95% CI (26.3, 27.9)], with before 2020 higher than after 2020 (P<0.001); The participation rate of voluntary blood donation among college students of different genders is 36.8% for males [95% CI (32.8, 40.9)] and 28.5% for females [95% CI (24.8, 32.2)], with males higher than females (P<0.001); The participation rate of college students in voluntary blood donation among different academic backgrounds was 26.8% for associate degree students [95% CI (23.1, 30.5)], 26.4% for undergraduate students and above [95% CI (22.9, 29.8)], with no statistically significant difference (P>0.05); The participation rate of college students in voluntary blood donation among different majors is 46.4% [95% CI (34.4, 58.4)] for medical majors and 29.1% [95% CI (22.1, 36.0)] for non-medical majors, with medical majors higher than non-medical majors (P<0.001); The participation rate of college students in voluntary blood donation among different grades is 27.7% [95% CI (24.3, 31.2)] for second grade and below, 33.7% [95% CI (26.4, 40.9)] for third grade and above, with the latter higher than the former (P<0.001); The participation rate of college students in voluntary blood donation among different household registrations is 24.7% in urban areas [95% CI (21.5, 27.8)] and 26.8% in rural areas [95% CI (22.1, 31.4)], with no statistically significant difference (P>0.05); The participation rate of college students in voluntary blood donation among different family attitudes was 43.3% in support [95% CI (18.5, 68.2)] and 37.8% in non support [95% CI (26.6, 48.9)], with no statistical difference (P>0.05); The participation rate of college students in voluntary blood donation was 35.7% [95% CI (27.8, 43.5)] among those who were aware of the blood donation policies, and 24.7% [95% CI (13.7, 35.7)] among those who were not aware, with the former higher than the latter (P<0.001); The participation rate of voluntary blood donation among college students was 47.8% [95% CI (34.5, 61.0)] among those who were aware of blood donation knowledge and 38.0% [95% CI (22.1, 53.9) among those who were not aware, with the former higher than the latter (P<0.001). [Conclusion] There is still room for improvement in the rate of voluntary blood donation among college students, and the government should plan the overall situation of blood collection, and cooperate with colleges and universities to play the main role of donation publicity, and correctly identify potential donors, so as to improve the participation rate of voluntary blood donation among college students and promote the development of voluntary blood donation.
7.Clinical observation of lamellar keratectomy and corneal collagen crosslinking in the treatment of superficial fungal keratitis
Limei LIU ; Xinhong HAN ; Chunxiu MING ; Pengfei ZHANG ; Chao WANG
International Eye Science 2025;25(5):802-807
AIM:To evaluate the clinical efficacy of lamellar keratectomy and corneal collagen crosslinking(LKCCC)in treating superficial fungal keratitis.METHODS: Retrospective analysis. Totally 79 patients(79 eyes)with superficial fungal keratitis who underwent LKCCC in our hospital from January 2014 to October 2023 were included. After admission, routine antifungal drug treatment for 7 d showed no obvious improvement or progressive aggravation. The maximum diameter of corneal lesions in all patients was ≤7 mm, the maximum depth was no more than 50% of the corneal thickness at the location, and the remaining healthy corneal thickness was ≥300 μm. The follow-up time was 90 to 112 d.RESULTS:Among the included 79 eyes, the lesions were located in the central region of the cornea in 6 eyes, in the paracentral region in 61 eyes, and in the peripheral region in 12 eyes. Hypopyon was observed in 5 cases. LKCCC was successfully administered in 79 eyes, cured in 76 eyes(96%), and failed in 3 eyes(4%). The healing time of corneal epithelium in 76 cured eyes was 3-15 d, of which 51 eyes(67%)healed within 7 d and 24 eyes(32%)healed within 3 d. The uncorrected visual acuity(UCVA)and best corrected visual acuity(BCVA)of 76 eyes of cured patients were statistically significant compared with those preoperatively(P<0.0167). Two of the 3 failed eyes were located at the edge of the lesion and recovered after re-keratectomy. One eye was located in the center of the lesion and recovered after being covered by bulbar conjunctival flap. At the last follow-up, no other complications were observed in all patients except superficial cloud and thinning of cornea.CONCLUSION:LKCCC is a rapid and effective treatment for superficial fungal keratitis and can be considered a new treatment option.
8.Spherical measurement-based analysis of gradient nonlinearity in magnetic resonance imaging.
Xiaoli YANG ; Zhaolian WANG ; Qian WANG ; Yiting ZHANG ; Zixuan SONG ; Yuchang ZHANG ; Yafei QI ; Xiaopeng MA
Journal of Biomedical Engineering 2025;42(1):174-180
The gradient field, one of the core magnetic fields in magnetic resonance imaging (MRI) systems, is generated by gradient coils and plays a critical role in spatial encoding and the generation of echo signals. The uniformity or linearity of the gradient field directly impacts the quality and distortion level of MRI images. However, traditional point measurement methods lack accuracy in assessing the linearity of gradient fields, making it difficult to provide effective parameters for image distortion correction. This paper introduced a spherical measurement-based method that involved measuring the magnetic field distribution on a sphere, followed by detailed magnetic field calculations and linearity analysis. This study, applied to assess the nonlinearity of asymmetric head gradient coils, demonstrated more comprehensive and precise results compared to point measurement methods. This advancement not only strengthens the scientific basis for the design of gradient coils but also provides more reliable parameters and methods for the accurate correction of MRI image distortions.
Magnetic Resonance Imaging/instrumentation*
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Humans
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Image Processing, Computer-Assisted/methods*
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Nonlinear Dynamics
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Magnetic Fields
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Algorithms
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Phantoms, Imaging
9.Clinical application of bilateral targeted puncture based on vertebral osteodense zone in percutaneous vertebroplasty.
Bao-Xin JIA ; Jing JU ; Cheng-Zhou LIU ; Xiao-Qiang GAO ; Ting WANG
China Journal of Orthopaedics and Traumatology 2025;38(7):729-736
OBJECTIVE:
To investigate the clinical efficacy of bilateral targeted puncture in percutaneous vertebroplasty(PVP) based on the vertebral osteodense zone.
METHODS:
A retrospective analysis was conducted on 76 patients with fresh symptomatic osteoporotic vertebral compression fractures, characterized by the presence of a dense zone, who underwent percutaneous vertebroplasty (PVP) between January 2021 and December 2021. All patients involved single-level vertebral fractures. There were 19 males and 57 females, aged from 62 to 88 years old, with an average of (68.5±12.5) years old. All patients underwent bilateral transpedicular puncture procedures. Preoperative CT or MRI was utilized to ascertain the relative position of the bone osteodense zone within the vertebral body (specifically, whether this zone is situated in the upper one-third or one-quarter of the left or right sagittal plane). Considering the head and tail regions of the dense zone as puncture targets, the puncture points and paths were meticulously planned, and the working channel was subsequently established. Under continuous monitoring by a C-arm X-ray machine, bone cement was carefully and gradually injected. The operation time, bone cement injection volume, and bone cement leakage were recorded. The visual analogue scale (VAS) and Oswestry disablity index (ODI) were used to evaluate the effectiveness of the operation. ODI and anterior height (AH) of the vertebral body were used to evaluate the efficacy.
RESULTS:
All patients successfully completed the surgery and were followed up for (8.0±1.0) months. The operation time was (36.57±11.25) min, the volume of bone cement injection was(6.07±1.19) ml, and 21 patients of bone cement leakage. There were 3 patients with the VAS exceeded 4 points two days postoperatively, indicating suboptimal pain management. At the three time points of pre-operation, 2 days post-operation and 6 months post-operation, the VAS scores were(7.82±1.29), (2.11±0.44), and (2.04±0.67) respectively;the ODI percentages were(75.65±7.23)%, (29.45±4.16)%, and(28.68±5.62)%;and the AH values were (11.02±1.30), (12.87±3.91), and (12.91±3.86) cm. The differences were all statistically significant(P<0.05). The aforementioned three indices demonstrated significant improvement at both 2 days and 6 months post-operation (all P<0.05). There were no statistically significant differences in these indices between the 2-day and 6-month post-operative periods(P>0.05). The postoperative outcome was satisfactory and durable, with no evidence of vertebral height reduction.
CONCLUSION
Bilateral targeted puncture based on the osteodense dense zone within the vertebral body can achieve bilateral symmetrical and upright full vertebral bone cement reinforcement without increasing bone cement leakage, achieving good early efficacy and preventing late vertebral collapse. This has positive significance for further improving the efficacy of percutaneous vertebroplasty.
Humans
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Male
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Female
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Vertebroplasty/methods*
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Aged
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Middle Aged
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Aged, 80 and over
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Retrospective Studies
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Spinal Fractures/surgery*
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Fractures, Compression/surgery*
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Punctures
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Bone Cements
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Osteoporotic Fractures/surgery*
10.Single-cell transcriptomics combined with bioinformatics for comprehensive analysis of macrophage subpopulations and hub genes in ischemic stroke.
Jingyao XU ; Xiaolu WANG ; Shuai HOU ; Meng PANG ; Gang WANG ; Yanqiang WANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(6):505-513
Objective To explore macrophage subpopulations in ischemic stroke (IS) by using single-cell RNA sequencing (scRNA-seq) data analysis and High-Dimensional Weighted Gene Co-Expression Network Analysis (hdWGCNA). Methods Based on single-cell sequencing data, transcriptomic information for different cell types was obtained, and macrophages were selected for subpopulation identification. hdWGCNA, cell-cell communication, and pseudotime trajectory analysis were used to explore the characteristics of macrophage subpopulations following IS. Key genes related to IS were identified using microarray data and validated for diagnostic potential through Receiver Operating Characteristic (ROC) analysis. Gene Set Enrichment Analysis (GSEA) was conducted to investigate the potential functions of these genes. Results The scRNA-seq data analysis revealed significant changes in macrophage subpopulation composition after IS. A specific macrophage subpopulation enriched in the stroke group was identified and designated as MCAO-specific macrophages (MSM). Pseudotime trajectory analysis indicated that MSM cells were in an intermediate stage of macrophage differentiation. Cell-cell communication analysis uncovered complex interactions between MSM cells and other cells, with the CCL6-CCR1 signaling axis potentially playing a crucial role in neuroinflammation. Two gene modules associated with MSM were identified via hdWGCNA, significantly enriched in pathways related to NOD-like receptors and antigen processing. By integrating differentially expressed MSM genes with conventional transcriptomic data, three IS-related hub genes were identified: Arg1, CLEC4D, and CLEC4E. Conclusion This study reveals the characteristics and functions of macrophage subpopulations following IS and identifies three hub genes with potential diagnostic value, providing novel insights into the pathological mechanisms of IS.
Macrophages/metabolism*
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Computational Biology/methods*
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Single-Cell Analysis/methods*
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Transcriptome
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Ischemic Stroke/metabolism*
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Animals
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Gene Regulatory Networks
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Gene Expression Profiling
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Humans
;
Male

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