1.Interpretation of "Use of artificial intelligence in improving outcomes in heart disease: A scientific statement from the American Heart Association"
Jinhua CHEN ; Heng ZHANG ; Zhe ZHENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(07):919-929
Currently, the academic community, industry, and governmental institutions worldwide are dedicated to developing and applying artificial intelligence and other advanced analytical tools to drive the transformation of healthcare services. However, there are still many challenges, with only a few artificial intelligence tools having achieved sufficient effectiveness in improving clinical outcomes for cardiovascular diseases and strokes to be widely used. In response, the American Heart Association has formulated related scientific statements outlining the latest research developments in artificial intelligence algorithms and data science for the diagnosis, classification, and treatment of cardiovascular diseases. These statements also summarize the current best practices, research gaps, and existing challenges of artificial intelligence tools, aiming to promote the development of this field. This article interprets this scientific statement in conjunction with the relevant research practices of the author's team.
2.Interpretation of 2024 EACTS guidelines on perioperative medication in adult cardiac surgery
Yunpeng ZHU ; Heng ZHANG ; Mengyuan HAN ; Jiawei HAN ; Zhe ZHENG ; Qiang ZHAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(09):1216-1224
The European Association for Cardio-Thoracic Surgery (EACTS) has recently updated and published the "2024 EACTS guidelines on perioperative medication in adult cardiac surgery". Based on the latest evidence, the guidelines have been updated in multiple aspects including underlying disease management, antithrombotic medication, arrhythmia treatment and other supportive care, etc. This paper aims to summarize and interpret the guidelines, in order to promote clinicians’ understanding and optimize perioperative medical treatment in adult cardiac surgery.
3.Identifying coronary artery bypass grafting patients at high risk for adverse long-term prognosis using serial health-related quality of life assessments
Juncheng WANG ; Hanning LIU ; Chao YUE ; Limeng YANG ; Kai YANG ; Yan ZHAO ; Huan REN ; Ying ZHANG ; Zhe ZHENG
Chinese Medical Journal 2024;137(9):1069-1077
Background::Patients who undergo coronary artery bypass grafting (CABG) are known to be at a significant risk of experiencing long-term adverse events, emphasizing the importance of regular assessments. Evaluating health-related quality of life (HRQoL) serves as a direct method to gauge prognosis. Our objective is to ascertain the prognostic significance of consecutive HRQoL assessments using the Physical Component Summary (PCS) and Mental Component Summary (MCS) derived from the Short-Form 36 (SF-36) health survey in CABG patients.Methods::The study population consisted of 433 patients who underwent isolated elective CABG at Fuwai Hospital between 2012 and 2013. SF-36 assessments were conducted during both the hospitalization period and follow-up. The primary endpoint of the study was all-cause mortality, while the secondary outcome was a composite measure including death, myocardial infarction, stroke, and repeat revascularization. We assessed the relationships between the PCS and MCS at baseline, as well as their changes during the first 6 months after the surgery (referred to as ΔPCS and ΔMCS, respectively), and the observed outcomes.Results::The patients were followed for an average of 6.28 years, during which 35 individuals (35/433, 8.1%) died. After adjusting for clinical variables, it was observed that baseline MCS scores (hazard ratio [HR] for a 1-standard deviation [SD] decrease, 1.57; 95% confidence interval [CI], 1.07–2.30) and ΔMCS (HR for a 1-SD decrease, 1.67; 95% CI, 1.09–2.56) were associated with all-cause mortality. However, baseline PCS scores and ΔPCS did not exhibit a significant relationship with all-cause mortality. Notably, there was a dose-response relationship observed between ΔMCS and the likelihood of all-cause mortality (HRs for the 2nd, 3rd and 4th quartiles compared to the 1st quartile, 0.33, 0.45 and 0.11, respectively).Conclusions::Baseline MCS and changes in MCS were independent predictors for long-term mortality of CABG. Better mental health status and recovery indicated better prognosis.
4.Treatment of Mitral bioprosthesis degeneration by transcatheter mitral valve-in-valve replacement via transseptal puncture:a case report
Zheng GAO ; Wei-Li LIU ; Zhan-Jun QU ; Qing-Zhe ZHAO ; Lei JIANG
Chinese Journal of Interventional Cardiology 2024;32(5):288-290
In recent years,the use of bioprosthetic mitral valves has been increasing,leading to a growing number of patients experiencing bioprosthesis degeneration,significantly impacting their quality of life.The high risk of reoperation has deprived many patients with mitral bioprosthesis degeneration of the opportunity for a second surgery.With the rapid development of interventional procedures in our country,transcatheter mitral valve-in-valve replacement is gradually being accepted by a large number of patients with bioprosthesis degeneration.We report a case of transcatheter mitral valve-in-valve replacement via transseptal puncture.The surgical plan was carefully formulated based on preoperative CT evaluation,and the patient underwent the procedure smoothly with no significant adverse events postoperatively.Transcatheter mitral valve-in-valve replacement may be a better alternative for patients at high risk of mitral bioprosthesis degeneration.
5.Preparation Method and Quality Evaluation of Novel Frozen Human Platelets
Yi-Zhe ZHENG ; Dong-Dong LI ; Geng-Wei YAN ; Bao-Jian WANG ; Ke WANG ; Lei WANG ; Shao-Duo YAN ; Yan-Hong LI ; Qiu-Xia FU ; Zhen-Wei SUN
Journal of Experimental Hematology 2024;32(4):1264-1270
Objective:To optimize the technical parameters related to the preparation of novel frozen human platelets and formulate corresponding protocol for its preparation.Methods:Novel frozen human platelets were prepared with O-type bagged platelet-rich plasma(PRP),the key technical parameters(DMSO addition,incubation time,centrifugation conditions,etc.)of the preparation process were optimized,and the quality of the frozen platelets was evaluated by routine blood tests,apoptosis rate,platelet activation rate and surface protein expression level.Results:In the preparation protocol of novel frozen human platelets,the operation of centrifugation to remove supernatant was adjusted to before the procedure of platelets freezing,and the effect of centrifugation on platelets was minimal when the centrifugation condition was 800 xg for 8 min.In addition,platelets incubated with DMSO for 30 min before centrifugation exhibited better quality after freezing and thawing.The indexes of novel frozen human platelets prepared with this protocol remained stable after long-term cryopreservation.Conclusion:The preparation technique of novel frozen human platelets was established and the protocol was formulated.It was also confirmed that the quality of frozen platelets could be improved by incubating platelets with DMSO for 30 min and then centrifuging them at 800 ×g for 8 min in the preparation of novel frozen human platelets.
6.Evaluation of Potential Donors With Different Causes of Brain Death for Adult Heart Transplantation:a Bedside Echocardiographic Study
Xin SUN ; Jie LIU ; Zhongkai LIAO ; Kui XU ; Sheng LIU ; Jie HUANG ; Zhe ZHENG ; Hao WANG ; Zhenhui ZHU
Chinese Circulation Journal 2024;39(5):484-489
Objectives:To investigate the feasibility of using bedside echocardiography on the evaluation of potential donors with different causes of brain death for adult heart transplantation. Methods:Bedside echocardiographic and clinical data of consecutive potential donors for adult heart transplantation evaluated by the team of our institution from February 2018 to December 2020 were retrospectively analyzed.Based on different causes of brain death,the potential donors were divided into stroke(ischemic or hemorrhagic,n=398)and non-stroke(head trauma,brain tumor,anoxia,n=272)groups.The clinical and echocardiographic features were compared between the two groups.A total of 350 donors were assigned to our hospital by the China Organ Transplant Response System and met the inclusion criteria for donor selection.There were 195 cases in the stroke group and 155 in the non-stroke group.Retrieval operations were performed and the retrieval rate of hearts for transplantation in stroke donors was compared to that in non-stroke donors. Results:(1)Among the 670 potential heart donors,compared with the non-stroke group,donors in the stroke group were significantly older,had higher body mass index,larger left ventricular end-diastolic diameter,thicker interventricular septum,higher rates of echocardiographic abnormalities,higher prevalence of hypertension(all P<0.001).Among the 670 potential heart donors,17.5%(117 cases)did not meet the echo selection criteria,the common causes were left ventricular hypertrophy(59 cases,50.4%),left ventricular ejection fraction<50%(27 cases,23.1%),wall motion abnormalities(21 cases,17.9%),and left ventricular dilation(14 cases,12.0%).(2)Among the 350 donors who had met the selection criteria and assigned to our hospital by the China Organ Transplant Response System and underwent retrieval operation,70.3%(246 cases)were successfully procured,110 cases(44.7%)in the stroke group and 136 cases(55.3%)in the non-stroke group.The retrieval rate of stroke donors(110/195,56.4%)was lower compared with that of non-stroke(136/155,87.7%,P<0.001),104 cases(29.7%)were not retrieved,and the leading cause of unsuccessful organ retrieval was the occlusion of at least one major coronary artery(91 cases,87.5%). Conclusions:Bedside echocardiography is of great value as a screening tool for cardiac donors.Cardiac structures of the potential donor with stroke as the cause of brain death were different from those with non-stroke causes.The retrieval rate of stroke donors was lower than that of non-stroke donors,even if the initial criteria for donor selection were fulfilled.
7.Left Atrial Myocardial Fibrosis Assessment by 3D High-resolution Late Gadolinium Enhancement MRI in Patients With Atrial Fibrillation:a Feasibility Study
Leyi ZHU ; Shuo YUAN ; Yining WANG ; Kang AN ; Wenjing YANG ; Haojie LI ; Gang YIN ; Shihua ZHAO ; Minjie LU ; Zhe ZHENG
Chinese Circulation Journal 2024;39(7):703-709
Objectives:To investigate the clinical feasibility of three-dimensional(3D)high-resolution late gadolinium enhancement(LGE)MRI in accessing left atrial myocardial fibrosis in patients with atrial fibrillation(AF). Methods:A total of 34 AF patients referred for hybrid surgical ablation were retrospectively enrolled in this study.3D-LGE-MRI images were acquired by Siemens 3.0 T machine and analyzed by ADAS post-processing software by two experienced radiologists to obtain parameters such as the area and the area percentage of LGE.Regional analysis was performed by one of the two radiologists at ten left atrial segments.The Kappa test was used to assess the agreement for scoring image quality,and the interclass correlation coefficient(ICC)was used to evaluate the interobserver agreement of LGE parameters.The parameters of left atrial morphology,area(and area percentage)of LGE,and location of LGE were compared between patients with persistent AF and paroxysmal AF. Results:Images of all 34 patients were considered to have diagnostic value.The scores of the overall image quality and the clarity of the left atrial wall evaluated by two radiologists were(2.88±0.64)points and(3.26±0.75)points(radiologist 1),(2.97±0.58)points and(3.24±0.70)points(radiologist 2),respectively.The corresponding Kappa values were 0.724 and 0.859.Both the area and the area percentage of LGE showed good consistency among observers,and the ICCs were 0.969 and 0.950,respectively.The difference in the area of LGE and the area percentage of LGE between patients with paroxysmal and persistent atrial fibrillation was similar(both P>0.05).Compared with patients with paroxysmal AF,patients with persistent AF had a higher Utah stage and more severe myocardial fibrosis in the right inferior pulmonary vein antrum and the left atrial septum(all P<0.05). Conclusions:3D high-resolution LGE-MRI provides a non-invasive way to visualize and quantify left atrial myocardial fibrosis.The extent of left atrial fibrosis in patients with persistent AF is more severe than that in patients with paroxysmal AF,with a preferential distribution in the right inferior pulmonary vein antrum and the left atrial septum.
8.Transthyretin Cardiac Amyloidosis Caused by Lys55Glu Mutation in TTR Gene:a Pedigree Report and Literature Review
Xiaoyang JI ; Lili XIAO ; Xintong CAI ; Zhe ZHENG ; Xiaofang WANG ; Youyou DU ; Lu GAO
Chinese Circulation Journal 2024;39(10):1009-1015
Objectives:To report a novel mutation site in the pathogenic gene TTR of transthyretin cardiac amyloidosis(ATTR-CA),and to identify family members at risk,and provide suitable clinical diagnosis and treatment. Methods:A retrospective analysis was conducted on the clinical data of the proband with ATTR-CA who visited the Department of Cardiology,the First Affiliated Hospital of Zhengzhou University in March 2021.The proband underwent whole exome sequencing using high-throughput methods to detect mutation genes.Sanger sequencing was used to test candidate pathogenic loci in suspected family members,and relevant literature was reviewed. Results:Among 51 individuals spanning 5 generations in the pedigree,10 family members(including the proband)carried the heterozygous TTR gene c.163A>G mutation,resulting in the amino acid residue at position 55 changing from lysine(Lys)to glutamic acid(Glu).This mutation follows an autosomal dominant inheritance pattern,with early onset in adulthood,rapid progression,and presenting as a mixed-type ATTR-CA.Five mutation carriers had different clinical manifestations,while the remaining 5 mutation carriers,who are at younger age,have not yet shown symptoms.Within the pedigree,7 individuals died(the proband's uncle[Ⅱ-1]who died from stroke at 65 years old,the rest 6 family members died from heart disease before the age of 50). Conclusions:According to the American College of Medical Genetics and Genomics guidelines,TTR gene Lys55Glu mutation is classified as likely pathogenic,this mutation site has not been reported in the literature before.Present study adds clinical evidence that might broaden the spectrum of TTR mutations.
9.Comparing the diagnostic value of 68Ga-PSMA PET/CT and multiparameter MRI combined with postoperative whole-mount slides pathology in initial prostate cancer diagnosis
Zheng LIU ; Fangning WAN ; Zhe HONG ; Qifeng WANG ; Chang LIU ; Xiaohang LIU ; Bo DAI
Chinese Journal of Urology 2024;45(6):434-438
Objective:To assess the diagnostic performance of 68Ga-PSMA PET/CT and mpMRI in initial staging of prostate cancer. Methods:A retrospective analysis was conducted on patients with initial diagnosis of prostate cancer who underwent prostatectomy at Fudan University Shanghai Cancer Center from December 2021 to June 2023. All had biopsy-confirmed prostate cancer preoperatively and had not undergone any anti-tumor treatment. Prior to surgery, all patients underwent 68Ga-PSMA PET/CT and mpMRI scans. The surgical samples were processed by whole-mount slides pathology. Thirty patients were included, with a median age of 68 years (range 67-76 years). The preoperative median PSA level was 17.91 ng/ml (range 9.41-39.53 ng/ml). The median interval between the two examinations was 21.00 days (range 2.75-35.50 days). Based on the postoperative whole-mount slides pathology which was the gold standard, we compared the sensitivity and specificity of 68Ga-PSMA PET/CT and mpMRI in diagnosing extraprostatic extension, seminal vesicle invasion, and intraprostatic tumor lesion. Results:According to the postoperative pathology, among the 30 patients, 12 had extraprostatic extension (EPE), 8 had seminal vesicle invasion (SVI). Among the 50 lesions found before surgery, postoperative pathology showed that 38 of them were clinically significant prostate cancer lesions (76.0%, 38/50). Using whole-mount pathology, preoperative mpMRI, and 68Ga-PSMA PET/CT imaging for triple fusion comparison, the sensitivity and specificity of 68Ga-PSMA PET/CT in diagnosing EPE were 66.7% (8/12) and 88.9% (16/18), respectively. The sensitivity and specificity of mpMRI in diagnosing EPE were 50.0% (6/12) and 83.3% (15/18), respectively. In diagnosing SVI, the sensitivity and specificity of 68Ga-PSMA PET/CT were 50.0% (4/8) and 86.3% (19/22), respectively. The sensitivity and specificity of mpMRI were 75.0% (6/8) and 90.9% (20/22), respectively. When diagnosing clinically significant tumor lesions within the prostate, the sensitivity of 68Ga-PSMA PET/CT was 89.5% (34/38), which was significantly better than the mpMRI of 63.2% (24/38), with no significant difference in specificity. Conclusions:The sensitivity of 68Ga-PSMA PET/CT in diagnosing intraprostatic lesions was significantly higher than that of mpMRI, with no significant difference in specificity.
10.Effects of Zuogui Jiangtang Tongmai Recipe on necroptosis pathway in a rat model of type 2 diabetes mellitus complicated with cerebral infarction
Yu-Zhe CAI ; Ding-Xiang LI ; Yi-Xuan LIU ; Zheng LUO ; Jing-Jing YANG ; Han-Lin LEI ; Ya-Nan ZHANG ; Qin WU ; Jing CHEN ; Yi-Hui DENG
Chinese Traditional Patent Medicine 2024;46(9):2936-2942
AIM To investigate the effects of Zuogui Jiangtang Tongmai Recipe on necroptosis pathway in a rat model of type 2 diabetes mellitus(T2DM)complicated with cerebral infarction(CI).METHODS The SD rats were randomly divided into the sham operation group,the model group,the metformin group(0.045 g/kg),and the low,medium and high dose Zuogui Jiangtang Tongmai Recipe groups(6.5,13,26 g/kg),with 9 rats in each group.In contrast to rats of the sham operation group,rats of the other groups were given 4 weeks feeding of high-sugar and high-fat diet combined with intraperitoneal injection of streptozotocin to establish a T2DM rat model with one week stable blood glucose,followed by gavage of corresponding drugs 3 days before the establishment of the middle cerebral artery occlusion(MCAO)model.After 7 days of administration,the rats had their CI injury assessed by mNSS method and TTC staining;their level of blood glucose detected by blood glucose meter;their levels of glycated serum protein,serum TNF-α and IL-1β detected by ELISA;their cerebral mRNA expressions of FADD,RIPK1,RIPK3 and MLKL detected by RT-qPCR;and their cerebral protein expressions of FADD,p-RIPK1,p-RIPK3 and p-MLKL detected by Western blot.RESULTS Compared with the sham operation group,the model group displayed increased levels of blood glucose value,glycosylated serum protein,neurological function score,cerebral infarction volume,cerebral FADD,RIPK1,RIPK3 and MLKL mRNA expressions,cerebral FADD,p-RIPK1,p-RIPK3 and p-MLKL protein expressions,serum TNF-α and IL-1β levels(P<0.01);and more disordered and morphologically diverse neurons with smaller nucleus.Compared with the model group,the groups intervened with medium or high dose Zuogui Jiangtang Tongmai Recipe,or metformin shared improvement in terms of the aforementioned indices(P<0.05,P<0.01);and more neurons with regular morphology neat arrangement,and reduced cell gap.CONCLUSION Zuogui Jiangtang Tongmai Recipe can improve the neurological dysfunction of the rat model of T2DM complicated with CI,which may associate with the inhibited activation of necroptosis signaling pathway.

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