1.Pathogenesis Reasoning Chain-of-thought Supervision for Large Language Models: Syndrome Manifestation Recognition and Multidimensional Evaluation in Spleen-stomach Disorders
Shu-Han YANG ; Yu-Xin HU ; Xin-Yu YU ; Yu-Ying TU ; Yi-Chang ZANG ; Pan-Fei LI
Progress in Biochemistry and Biophysics 2026;53(5):1240-1263
ObjectiveThe essence of syndrome manifestation recognition in traditional Chinese medicine (TCM) is to infer the body’s latent pathogenesis state from clinical observational information, rather than to perform simple label matching. However, previous studies have largely modeled this task as syndrome pattern classification within a fixed label space, which does not adequately reflect the cognition process of TCM syndrome differentiation centered on pathogenesis reasoning, and is also insufficient to capture the openness, semantic variability, and cross-disease reusability of syndrome manifestation expression. This study aimed to investigate whether introducing pathogenesis reasoning chain-of-thought (PR-CoT) supervision into large language models (LLMs) could improve the quality and cognitive consistency of syndrome manifestation recognition and support cross-disease transfer. MethodsSyndrome manifestation recognition was formulated as a conditional generation task under the framework of clinical observational information (X)→pathogenesis structure (Z)→syndrome pattern output (Y), where Z serves as an explicit intermediate structural variable linking the clinical evidence and syndrome judgment. Within this framework, a PR-CoT-supervised dataset for syndrome manifestation recognition was constructed based on medical case records of spleen-stomach disorders. After preprocessing, information extraction, manual proofreading, and data cleaning, the dataset comprised 4 800 training cases, 400 development cases, and 400 test cases. Each sample was annotated with a structured PR-CoT consisting of three progressive levels: clinical information summarization, comprehensive pathogenesis analysis, and syndrome pattern output. Supervised fine-tuning was conducted on open-source LLMs, with an end-to-end model serving as the baseline. Qwen3-32B was used as the primary experimental model, and Qwen3-14B as the scale comparison model. A progressive multidimensional evaluation framework was further established, comprising a structural parsing level, a semantic similarity level, and an expert blind review level. At the structural parsing level, syndrome pattern expressions were decomposed into structural elements and evaluated using Precision, Recall, F1 score, and Jaccard similarity. At the semantic similarity level, independent LLMs scored the theoretical proximity between predicted and reference syndrome patterns. At the expert blind review level, three TCM experts independently evaluated model outputs on two dimensions: syndrome differentiation consistency and terminology standardization of syndrome patterns. In addition, zero-shot cross-disease transfer evaluation was conducted on gynecological and heart-system disorder test sets. ResultsAt the structural parsing level, PR-CoT supervision did not lead to a stable improvement in the element-wise overlap of syndrome pattern structural components. Compared with the corresponding baselines, neither Qwen3-32B nor Qwen3-14B showed consistent advantages in structural matching metrics after the introduction of PR-CoT supervision. In contrast, at the semantic similarity level, PR-CoT supervision produced stable positive gains across different model scales and evaluation systems. The average semantic score of Qwen3-32B increased from 6.425 8 in the baseline model to 6.585 0 after PR-CoT supervision, and that of Qwen3-14B increased from 5.870 0 to 5.964 2. At the expert blind review level, the overall score of Qwen3-32B (PR-CoT) was 7.026 0±0.107 7, higher than 6.416 3±0.288 9 for its baseline. In zero-shot cross-disease testing, the PR-CoT model still showed advantages in semantic evaluation and expert evaluation on both gynecological and heart-system disorder test sets, indicating a certain degree of transferability. ConclusionThe benefits of PR-CoT supervision are mainly reflected in TCM semantic consistency and clinical plausibility, rather than in improved hard matching of structural elements. These findings support understanding syndrome manifestation recognition as a process of generating and expressing latent pathogenesis structures, rather than as a classification task within a traditional fixed label space. By introducing pathogenesis reasoning as an explicit intermediate structure into the modeling process and combining it with a progressive multidimensional evaluation framework, this study provides a methodological pathway for intelligent TCM syndrome differentiation that integrates theoretical alignment, interpretability, and multi-level evaluation.
2.Pathogenesis Reasoning Chain-of-thought Supervision for Large Language Models: Syndrome Manifestation Recognition and Multidimensional Evaluation in Spleen-stomach Disorders
Shu-Han YANG ; Yu-Xin HU ; Xin-Yu YU ; Yu-Ying TU ; Yi-Chang ZANG ; Pan-Fei LI
Progress in Biochemistry and Biophysics 2026;53(5):1240-1263
ObjectiveThe essence of syndrome manifestation recognition in traditional Chinese medicine (TCM) is to infer the body’s latent pathogenesis state from clinical observational information, rather than to perform simple label matching. However, previous studies have largely modeled this task as syndrome pattern classification within a fixed label space, which does not adequately reflect the cognition process of TCM syndrome differentiation centered on pathogenesis reasoning, and is also insufficient to capture the openness, semantic variability, and cross-disease reusability of syndrome manifestation expression. This study aimed to investigate whether introducing pathogenesis reasoning chain-of-thought (PR-CoT) supervision into large language models (LLMs) could improve the quality and cognitive consistency of syndrome manifestation recognition and support cross-disease transfer. MethodsSyndrome manifestation recognition was formulated as a conditional generation task under the framework of clinical observational information (X)→pathogenesis structure (Z)→syndrome pattern output (Y), where Z serves as an explicit intermediate structural variable linking the clinical evidence and syndrome judgment. Within this framework, a PR-CoT-supervised dataset for syndrome manifestation recognition was constructed based on medical case records of spleen-stomach disorders. After preprocessing, information extraction, manual proofreading, and data cleaning, the dataset comprised 4 800 training cases, 400 development cases, and 400 test cases. Each sample was annotated with a structured PR-CoT consisting of three progressive levels: clinical information summarization, comprehensive pathogenesis analysis, and syndrome pattern output. Supervised fine-tuning was conducted on open-source LLMs, with an end-to-end model serving as the baseline. Qwen3-32B was used as the primary experimental model, and Qwen3-14B as the scale comparison model. A progressive multidimensional evaluation framework was further established, comprising a structural parsing level, a semantic similarity level, and an expert blind review level. At the structural parsing level, syndrome pattern expressions were decomposed into structural elements and evaluated using Precision, Recall, F1 score, and Jaccard similarity. At the semantic similarity level, independent LLMs scored the theoretical proximity between predicted and reference syndrome patterns. At the expert blind review level, three TCM experts independently evaluated model outputs on two dimensions: syndrome differentiation consistency and terminology standardization of syndrome patterns. In addition, zero-shot cross-disease transfer evaluation was conducted on gynecological and heart-system disorder test sets. ResultsAt the structural parsing level, PR-CoT supervision did not lead to a stable improvement in the element-wise overlap of syndrome pattern structural components. Compared with the corresponding baselines, neither Qwen3-32B nor Qwen3-14B showed consistent advantages in structural matching metrics after the introduction of PR-CoT supervision. In contrast, at the semantic similarity level, PR-CoT supervision produced stable positive gains across different model scales and evaluation systems. The average semantic score of Qwen3-32B increased from 6.425 8 in the baseline model to 6.585 0 after PR-CoT supervision, and that of Qwen3-14B increased from 5.870 0 to 5.964 2. At the expert blind review level, the overall score of Qwen3-32B (PR-CoT) was 7.026 0±0.107 7, higher than 6.416 3±0.288 9 for its baseline. In zero-shot cross-disease testing, the PR-CoT model still showed advantages in semantic evaluation and expert evaluation on both gynecological and heart-system disorder test sets, indicating a certain degree of transferability. ConclusionThe benefits of PR-CoT supervision are mainly reflected in TCM semantic consistency and clinical plausibility, rather than in improved hard matching of structural elements. These findings support understanding syndrome manifestation recognition as a process of generating and expressing latent pathogenesis structures, rather than as a classification task within a traditional fixed label space. By introducing pathogenesis reasoning as an explicit intermediate structure into the modeling process and combining it with a progressive multidimensional evaluation framework, this study provides a methodological pathway for intelligent TCM syndrome differentiation that integrates theoretical alignment, interpretability, and multi-level evaluation.
3.Study on the equivalence of different decoction processes for a shell-based traditional Chinese medicine drug pair based on rat model of hypertension with liver-yang hyperactivity
Minglu LI ; Yuhan CUI ; Fan WU ; Kexin HAN ; Li WU ; Zhuyuan FANG ; Yachun SHU
China Pharmacy 2026;37(10):1283-1289
OBJECTIVE To investigate the equivalence of different decoction processes based on rat model of hypertension with liver-yang hyperactivity. METHODS Inductively coupled plasma mass spectrometry (ICP-MS) was used to compare the dissolution differences of inorganic elements in the powder-directly-decocted decoction versus the pieces-decocted-first decoction of Ostreae Concha- Haliotidis Concha- Margaritifera Concha drug pair. Six SD rats were included in the normal group. The spontaneously hypertensive rats were given Aconite decoction for six weeks to induce the hypertension model with liver-yang hyperactivity. After successful modeling, 48 rats were randomly divided into the model group, the captopril group [positive control, 8 mL/(kg·d) ] , as well as low-, medium-, and high-dose groups of pieces decocted first or directly powder decocted [2.02, 4.05, 8.10 mL/(kg·d) ] , with 6 rats in each group. Each group received the corresponding drug or equal volume of pure water intragastrically, once a day, for two consecutive weeks. After the last administration, the degree of irritability, facial temperature, pressure pain threshold, blood pressure, and pathological changes of the thoracic aorta were observed in each group. Serum nitric oxide (NO) and plasma angiotensin Ⅱ (Ang Ⅱ), renin, and aldosterone (ALD) levels were also measured. RESULTS ICP-MS analysis results showed statistically significant differences in the contents of macroelements Li, Na, Mg, Ca, Mn, Ga, Sr, Mo, Cd, Sn, and Sb, between the powder-directly-decocted decoction and the pieces-decocted-first decoction ( P <0.05) ,the elements P, Cr, Fe, Ni, Zn, Hg, Tl, and Pb were not detected in either decoction. Animal experiments showed that after two weeks of administration, compared with the model group, the facial temperature, and blood pressure decreased in all treatment groups, while the pressure pain threshold increased; plasma levels of Ang Ⅱ, renin and ALD, as well as the serum level of NO were all decreased, and thoracic aortic media thickness was significantly reduced, most of the differences in the above indicators were statistically significant ( P <0.05 or P <0.01 or P <0.001). Pathological observation showed improvement in thoracic aortic pathological injury. CONCLUSIONS The powder-directly-decocted process for the Ostreae Concha- Haliotidis Concha- Margaritifera Concha drug pair significantly promotes the dissolution of key elements such as Ca, Mg, and Sr without increasing the dissolution of harmful elements. It is equivalent to the traditional pieces-decocted-first in alleviating liver-yang hyperactivity syndrome, lowering blood pressure, and protecting the vascular endothelium, and even shows better performance in some indicators.
4.Hepatitis E virus infection among blood donors in Ningbo
Mingxi PENG ; Yiyu LIU ; Huyan MAO ; Dan LIN ; Lu XIN ; Ning SHU ; Jianfeng HAN ; Feng DING
Chinese Journal of Blood Transfusion 2025;38(1):7-12
[Objective] To investigate the infection status and characteristics of HEV among voluntary blood donors in Ningbo, and to provide a basis for improving the blood screening strategy. [Methods] A total of 12 227 blood samples from voluntary blood donors in Ningbo from June 2022 to May 2023 were tested for HEV serology, enzymology, and nucleic acid testing. Furthermore, HEV gene sequencing was performed for genotyping analysis, and donors with reactive nucleic acid testing results were followed up to confirm their infection status. [Results] The reactivity rate of HEV Ag, anti-HEV IgM and anti-HEV IgG was 0.098%, 0.899% and 29.198%, respectively. There was no difference in the reactivity of anti-HEV IgM and anti-HEV IgG between genders, donation frequencies and donation types (P>0.05). The reactivity rate increased significantly with age (P<0.05). The rate of ALT disqualification (ALT>50U/L) was significantly higher than that in non-reactive samples (P<0.05). The HEV Ag reactivity rate (0.098%) was not correlated with gender, donation frequency, donation type or age. One HEV RNA positive case was found, with a positive rate of 0.008%(1/12 227). It was confirmed to be hepatitis E virus genotype 3 by sequencing analysis. Apart from HEV Ag reactivity, all other blood safety screening items were non-reactive, suggesting this case might be in the acute infection phase. The follow-up results showed that all indicators of the donor's previous blood donation were non-reactive. [Conclusion] Pre-donation ALT detection can reduce the risk of transfusion-transmitted HEV (TT-HEV) to a certain extent, and the effective way to prevent TT-HEV is to detect HEV RNA and serology of donor blood.
5.Meta-integration of qualitative studies on body image experience in breast cancer patients
Shu YANG ; Yihui LIN ; Zhihao HAN ; Linxia TANG ; Yunxia QIU ; Xiaoqin MA
Chinese Journal of Nursing 2025;60(14):1786-1792
Objective To systematically integrate the qualitative studies on body image experience in breast cancer patients,in order to provide references for the clinical formulation of corresponding intervention programs.Methods Systematical search was conducted for qualitative studies on the body image experiences of breast cancer patients in databases including PubMed,Web of Science,Cochrane Library,CINAHL,PsycINFO,CNKI,WanFang Database,VIP and CBM.The search period was from the establishment of the database to July 2024.The quality of the literature was evaluated using the 2016 edition of the qualitative research appraisal tool from the Evidence-Based Health Care Center of the Joanna Briggs Research Institute in Australia,and the results were integrated using the pooled integration method.Results A total of 14 pieces of the literature were included,and 36 research results were extracted and summarized into 7 new categories.Totally 3 integrated results were obtained,namely the negative impact of changes in body image,patients' self-adjustment and growth,and patients' need for external support.Conclusion Breast cancer patients are plagued by multiple body images.Medical staff should pay attention to the psychological state of patients,do a good job in health education,improve the understanding and support of the society,provide targeted professional guidance,promote the psychological adaptation of patients,meet the emotional needs of patients,establish multiple support systems,and improve the body image and quality of life of patients.
6.Research on the physical anatomical structure of the Lieque(LU7)acupoint
Chunlin WANG ; Zhaoyu SHU ; Shuai ZHANG ; Quan HAN ; Peigang FANG ; Hengtao QI ; Tiezheng WANG ; Ziyu KANG ; Wenxu ZHANG ; Linjiang WANG ; Qiang WANG ; Likun DONG ; Tao WANG ; Zengtao WANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):992-999
Objective To investigate the anatomical structure and surface location of the Lieque(LU7)acupoint.Methods Firstly,the anatomical localization descriptions of the Lieque(LU7)acupoint from classical medical literature were reviewed and summarized.A total of 21 participants were recruited from Shandong Provincial Hospital Affiliated to Shandong First Medical University from January to March 2025.A Cartesian coordinate system was established over the Lieque(LU7)region on the right forearm.Following standardized manual pressure stimulation,the coordinates of the participant′s reported acupoint sensations were recorded.Based on surface pressure mapping result,10 participants were arbitrarily selected for acupuncture intervention.Upon elicitation of acupoint sensation,the ultrasound imaging was used for real-time visualization of anatomical spatial relationships between the needle tip and distal radial osseous landmarks.Five red latex-perfused adult upper limb specimens were selected for microdissection of the Lieque(LU7)regions pre-localized via ultrasonography,achieving definitive structural characterization of its anatomical strata.Another 10 participants were arbitrarily selected to find the physical structure of the Lieque(LU7)acupoint using ultrasound,and the similarities and differences of acupoint sensation responses were verified using acupuncture needle insertions into both the demarcated zone and peripheral tissues.Results The descriptions of the localization of the Lieque(LU7)acupoint in ancient books can be summarized as"one and a half cun above the wrist side"longitudinally,and"at the intersection head,between two tendons and two bones in the hollow"transversely.During surface pressure application,the sites of the participant′s elicited acupoint sensation were anatomically concentrated in the proximal depression adjacent to the radiopalmar ridge,specifically at the transitional interface between the extensor pollicis brevis tendon and scaphoid bone.During acupuncture-induced acupoint sensation,ultrasound imaging demonstrated that the location of the needle tip was located within the proximal depression adjacent to the radiopalmar ridge,accompanied by arterial hemodynamic perfusion signals into adjacent osseous interfaces.Microdissection findings revealed perforating branches of the radial artery traversing the cortical bone interface within the Lieque(LU7)acupoint region.Acupuncture stimulation at the proximal depression adjacent to the radiopalmar ridge elicited consistent acupoint sensations in all 10 participants,and the acupoint sensations differed from those of other surrounding tissues.Conclusion The anatomical structure of Lieque(LU7)acupoint is located within the proximal depression adjacent to the radiopalmar ridge,characterized by the presence of"hilus of bone"structure.
7.Research on the relations of intraventricular pressure gradients determined by echocardiography and left ventricular cardiotoxicity in the early stage of anthracycline chemotherapy
Mengxiao HAN ; Jian ZHANG ; Manchen YANG ; Qunling ZHANG ; Xianhong SHU ; Zheng LI ; Leilei CHENG
Chinese Journal of Cardiology 2025;53(8):891-897
Objective:To preliminarily explore the relationship between intraventricular pressure gradients (IVPG) measured by ultrasound hemodynamic analysis and left ventricular cardiotoxicity after anthracycline chemotherapy.Methods:This was a retrospective cohort study. Patients with diffuse large B-cell lymphoma (DLBCL) who completed 6 cycles of R-CHOP chemotherapy at Fudan University Shanghai Cancer Center from 2014 to 2015 were included. Echocardiography was performed at baseline (T0), after 2 cycles of chemotherapy (T1), after 4 cycles of chemotherapy (T2), and after all chemotherapy cycles (T3). Left ventricular global longitudinal strain (LVGLS), left ventricular global circumferential strain (LVGCS), and left ventricular ejection fraction (LVEF) were analyzed using speckle-tracking imaging technology, and IVPG was measured using hemodynamic analysis technology, including IVPG of long-axis (IVPG-LA) and IVPG of short-axis. The change rate of each index from T0 to T2 was marked as Δ. Left ventricular cardiotoxicity was defined as a decrease in LVEF of ≥10% from the baseline level or LVEF ≤50%. Univariate logistic regression analysis was used to explore the related factors of left ventricular myocardial toxicity, and the receiver operating characteristic curve was drawn to analyze their evaluation efficiency for left ventricular myocardial toxicity.Results:A total of 55 patients were included, including 28 males (51%), aged (46.5±11.7) years. Twelve patients (22%) developed left ventricular cardiotoxicity. Compared with T0, IVPG-LA decreased at T1 ((10.73±2.51)% vs. (11.52±3.62)%, P=0.037); while LVGLS, LVGCS, and LVEF only decreased at T3 (all P<0.05). Univariate logistic regression analysis showed that ΔIVPG-LA and ΔLVGLS were related factors for left ventricular myocardial toxicity in patients with DLBCL receiving chemotherapy (all P<0.05). The receiver operating characteristic curve showed that the area under the curve of ΔLVGLS was 0.702, with an optimal cut-off value of 13.15% (sensitivity 66.7%, specificity 62.8%); the area under the curve of ΔIVPG-LA was 0.812, with an optimal cut-off value of 20.74% (sensitivity 75.0%, specificity 90.7%). Conclusions:Hemodynamic analysis technology shows promise clinical application value in evaluating subclinical changes in left ventricular function in tumor patients after anthracycline chemotherapy; the change rate of IVPG-LA could be used as an early indicator of left ventricular toxicity after anthracycline chemotherapy.
8.Preliminary Clinical Study of Contrast-free Endovascular Aortic Repair(FLARE Technique)
Hui HAN ; Junyu WANG ; Xiangyu LI ; Limin YUAN ; Kun FANG ; Chang SHU ; Mingyao LUO
Chinese Circulation Journal 2025;40(11):1096-1102
Objectives:To evaluate the safety and feasibility of endovascular aortic repair without contrast agent under branch artery guidewire marking(FLARE technique).Methods:The clinical data of 7 patients who underwent contrast-free endovascular aortic repair with branch artery guidewire marking in Fuwai Hospital from 2024 to 2025 were retrospectively analyzed.The criteria for patient selection included renal insufficiency,history of contrast agent allergy,high risk of high-pressure angiography due to extensive calcification of the aortic arch,and patients'strong personal wishes,all patients merited with anatomically friendly and anchored area criteria.The patients were evaluated by preoperative computed tomography or color Doppler ultrasound,and the occlusive stent anchor point was located by branch artery guidewire marking combined with bone marking during surgery.The primary endpoints were early stage of postoperative renal function changes(comparison of preoperative and postoperative serum creatinine)and surgical technique success rate,and the secondary endpoints included the incidence of internal leakage,re-intervention rates,and incidence of aneurysm and kidney-related adverse events during follow-up.Results:Among the seven patients who underwent endovascular aortic repair without contrast using a branch artery guidewire,four were male,with an average age of(72.0±5.9)years.Six of these patients had infrarenal abdominal aortic aneurysms,two of them with bilateral renal artery severe stenosis and renal insufficiency underwent renal artery stenting combined with endovascular aortic repair,one patient had isolated chronic renal insufficiency,one had a history of iodine contrast skin allergy,and the remaining two cases wished this surgery option.The seventh patient had a penetrating ulcer in the aortic arch and descending aorta,along with extensive thrombosis and calcification in the ascending aorta,aortic arch and descending aorta.All the patients achieved surgical technique success.No iodine contrast agent was used during the procedure for endovascular aortic repair.In patients with chronic renal insufficiency and renal artery stenosis before surgery,serum creatinine levels were significantly improved after surgery.All patients did not need hemodialysis,there was no allergic reaction,and no graft-related or perioperative complications.The average follow-up was(5.8±3.0)months,all patients recovered well without re-intervention or complications.The creatinine levels did not fluctuate significantly after surgery.Conclusions:Branch artery guidewire marked contrast-free aortic endovascular repair may be a safe and feasible treatment option in selected patients,especially in patients with contraindications to contrast agents.
9.Study on the influencing factors of selection and price decline in the centralized volume-based purchase of Proprietary Chinese Medicine:Taking Hubei Province as an example
Shu-han AN ; Jing XIANG ; Meng-na CAI ; Dan CUI
Chinese Journal of Health Policy 2025;18(3):74-80
Objective:Analyse the factors affecting whether the first two batches of centralized volume-based purchase of Proprietary Chinese Medicine were selected,the price difference and the rate of reduction,so as to provide a basis for improving the policy of centralized volume-based purchase of Proprietary Chinese Medicine.Methods:The first two batches of centralized volume-based purchase of Proprietary Chinese Medicine were selected for the study.Logistic regression was used to analyse the influencing factors of whether the selection was won or not.Multiple linear regression was used to analyse the influencing factors of price difference/reduction after being selected.Results:Proprietary Chinese Medicine with a high degree of acceptance by medical institutions and belonging to the category of essential medicines have a higher probability of being selected.The probability of selected products in the first batch of centralised purchase is greater for enterprises with a market share of more than 50%.In the first batch of centralized volume-based purchase of Proprietary Chinese Medicine,the price difference of injections and medicines belonging to the catalogue of essential medicines is greater.Price reductions were greater for those with low market share,low recognition by medical institutions,and a large number of enterprises in the A-competition unit and the same competition unit.In the second batch of centralised volume-based purchase of Proprietary Chinese Medicine,the price difference is greater for injections,and those with qualifications for the production of Chinese herbal medicines.the price reduction is greater in the B competitive unit.Conclusion:The centralized volume-based purchase of Proprietary Chinese Medicine has been both'quality-assured'and'price-reduced'.The centralized volume-based purchase of Proprietary Chinese Medicine has been gradually improved,and the tilt towards large enterprises has been reduced,so that the centralized volume-based purchase of Proprietary Chinese Medicine can achieve a'bottom price'.However,it is still necessary to start from the quality of identification,fair competition,and so on,and the centralized volume-based purchase of Proprietary Chinese Medicine fully linked to promote the centralized purchase of Traditional Chinese Medicine Decoction Pieces to a stable and far-reaching.
10.Construction and identification of synovial tissue conditional Grk2 knockout mice
Shu-jun ZUO ; Wei-kang WANG ; Jin-tao GU ; Fu-yuan GUO ; Hao-zhou GUO ; Chen-chen HAN ; Wei WEI
Chinese Pharmacological Bulletin 2025;41(6):1194-1199
Aim To construct and analyze the genotype of G protein-coupled receptor kinase 2(GRK2)conditional knockout mice in synoviocytes,and to provide an animal model for stud-ying the function of GRK2 in synoviocytes.Methods Grk2flox/+mice were bred to generate Grk2flox/flox mice,Grk2flox/flox mice were bred to Col1a1-iCre+mice,Grk2flox/+Col1a1-iCre+mice were bred to Grk2flox/flox mice.Grk2flox/flox Col1a1-iCre+mice were ob-tained as target mice.DNA was extracted and amplified by PCR to identify the genotype.Western blot was used to verify the effect of Grk2 knockout in synovium,liver and kidney tissues.HE staining was used to detect the effects of Grk2 conditional knockout in synovial cells on ankle synovium,liver and kidney tissues.Multiple immunofluorescence was used to detect GRK2 expression in synovial cells.Results The results of gene iden-tification showed that Grk2flox/flox Col1a1-iCre+mice had both Flox and Col1a1-iCre genotypes.Western blot results showed that GRK2 expression decreased in synovial tissues of Grk2flox/flox Col1a1-iCre+mice,but there was no significant change in the expression of GRK2 in liver and kidney tissues.HE staining showed that Grk2flox/flox Col1a1-iCre+mice had no significant pathological changes in the ankle synovium,liver and kidney.The results of multiple immunofluorescence showed that GRK2 expression in synovial cells of Grk2flox/flox Col1a1-iCre+mice de-creased.Conclusion Grk2 conditional knockout mice in syno-viocytes are successfully constructed and identified,which pro-vides an animal model for further study of the role of GRK2 in synovial-related diseases.

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