1.Machine Learning-Based Computed Tomography-Derived Fractional Flow Reserve Predicts Need for Coronary Revascularisation Prior to Transcatheter Aortic Valve Implantation
Kai Dick David LEUNG ; Pan Pan NG ; Boris Chun Kei CHOW ; Keith Wan Hang CHIU ; Neeraj Ramesh MAHBOOBANI ; Yuet-Wong CHENG ; Eric Chi Yuen WONG ; Alan Ka Chun CHAN ; Augus Shing Fung CHUI ; Michael Kang-Yin LEE ; Jonan Chun Yin LEE
Cardiovascular Imaging Asia 2025;9(1):2-8
Objective:
Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients.
Materials and Methods:
A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA.
Results:
On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative.
Conclusion
ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.
2.Advances in the application of machine learning in the identification and authentication of synthetic cannabinoids
Qing XU ; Min LYU ; Hongxiao DENG ; Chi HU ; Ping XIANG ; Hang CHEN
Journal of China Pharmaceutical University 2024;55(3):316-325
Synthetic cannabinoids(SCs)are synthetic psychoactive substances that can pose a public health risk.The SCs are structurally variable and susceptible to structural modification.The rapid emergence of structurally unknown synthetic cannabinoids has led to new challenges in their identification.In recent years,machine learning has made great progress and has been widely applied to other fields,providing new strategies for the identification of unknown synthetic cannabinoids and the inference of possible sources.This paper describes the principles of commonly used machine learning methods and the application of machine learning techniques to mass spectrometry,Raman spectroscopy,metabolomics and quantitative conformational relationships of synthetic cannabinoids,aiming to provide new ideas for the identification of unknown synthetic cannabinoids.
3.Clinical effects of Qingke Pingchuan Granule on acute exacerbation of COPD
Dongsheng LI ; Yirong QIN ; Man QIAO ; Hang CHI ; Qingmin CUI ; Xiaoqiu LI
Tianjin Medical Journal 2024;52(8):854-857
Objective To study the effect of Qingke Pingchuan Granule on the clinical efficacy in patients with phlegm-heat obstructing lung syndrome(AECOPD).Methods A total of 80 patients with acute exacerbation of chronic obstructive pulmonary disease(syndrome of phlegm-heat stagnation in the lung)hospitalized in the respiratory department of our hospital were selected and divided into the conventional group and the combinational group,with 40 cases in each group.The CAT score,TCM syndrome score,serum IL-6,CRP,lung function FEV1%pred,and FEV1/FVC were retrospectively observed before treatment,at the end of the second week of treatment,and at the follow-up after 1 month of treatment in the two groups.Results The total effective rate was significantly better in the combinational group than that of the conventional group(92.5%vs.75.0%,P<0.05).At the end of the second week of treatment,the CAT score,each single syndrome score,serum IL-6 and CRP levels were all improved than those before treatment in the two groups(P<0.05),and the improvement degree was better in the combined group than that of the conventional group(P<0.05).The severity of airflow limitation and respiratory failure were significantly improved compared with those before treatment in both groups.At the follow-up after 1 month of treatment,the recovery rate of scores of each single syndrome score and CAT score were significantly lower in the combined group than those in the routine group(P<0.05).There were no significant differences in adverse drug reactions between the two groups(12.5%and 2.5%,P>0.05).Conclusion Qingke Pingchuan Granule can effectively relieve the symptoms and improve lung function and the quality of life of AECOPD patients.
4.Research progress in protective antibodies against yellow fever virus
Xingxing SUO ; Hang CHI ; Yongqiong DENG ; Xiaodong HAN
Military Medical Sciences 2024;48(8):636-640
Yellow fever virus(YFV)is one of the most important mosquito-borne flaviviruses in the world,causing about 200,000 infections and 30,000 deaths each year,with serious impacts on human health and economic development.Currently,there are no approved specific anti-viral drugs for YFV infection.On the other hand,antibody drugs are safe,highly targeted and effective,making them one of the most effective means of prevention and treatment of viral infectious diseases.This review summarizes the characteristics of YFV and the recent advances in the development of protective antibodies against YFV,and predict the priorities of future research and development of protective antibodies,which may offer a new line of thought for subsequent development of yellow fever virus-specific drugs.
5.Endovascular treatment of ruptured internal carotid pseudoaneurysm with bleeding after radiotherapy for nasopharyngeal carcinoma
Quan SHEN ; Qubin ZHENG ; Hang XIE ; Zhen CHI ; Ning HUANG
Journal of Interventional Radiology 2024;33(3):304-308
Objective To discuss the methods,efficacy,and safety of endovascular treatment for ruptured pseudoaneurysm hemorrhage of internal carotid artery(ICA)after radiotherapy for nasopharyngeal carcinoma(NPC).Methods The clinical data of 21 patients with ruptured pseudoaneurysm hemorrhage of ICA after radiotherapy for NPC,who were admitted to the Affiliated Union Hospital,Fujian Medical University of China,were retrospectively analyzed.The patient's surgical strategies were analyzed,the therapeutic results and the clinical and imaging follow-up results were summarized.Of the 21 patients,covered stent implantation was carried out in 8,stent-assisted coil embolization was employed in 6,and direct occlusion of parent artery was adopted in 7.Results Successful endovascular treatment was accomplished in all the 21 patients.Excellent hemostatic effect was obtained immediately after surgery.Aneurysm neck residue was observed in 2 patients,and aneurysm body residue was seen in one patients.Postoperative bleeding recurred in 5 patients,in 4 of them the bleeding stopped after once more occlusion of the parent artery,and one patient developed internal leakage after covered stent implantation and the bleeding stopped after balloon dilation,and this patient died of unknown cause one month later.One patient developed coma after covered stent implantation,CT scan demonstrated subarachnoid hemorrhage and brain swelling,and this patient showed no improvement after treatment and was self-discharged from hospital.ICA occlusion was seen in 3 patients during follow-up period,and 2 patients did not receive a postoperative follow-up visit.In the 19 patients who were followed up,the mRS score was 0 point(n=9),1 point(n=6),2 points(n=2),5 points(n=1),and 6 points(n=1).Conclusion For the ruptured pseudoaneurysm hemorrhage of ICA after radiotherapy for NPC,endovascular treatment is highly safe with reliable efficacy.The covered stent implantation carries good short-term efficacy,but there are also problems such as aneurysm recurrence,internal endoleak,etc.The direct occlusion of parent artery may have more reliable long-term efficacy.(J Intervent Radiol,2024,33:304-308)
6.Distinct molecular targets of ProEGCG from EGCG and superior inhibition of angiogenesis signaling pathways for treatment of endometriosis
Wan-Sze HUNG ; Massimiliano GAETANI ; Yiran LI ; Zhouyurong TAN ; Xu ZHENG ; Ruizhe ZHANG ; Yang DING ; Gene Chi Wai Man ; Tao ZHANG ; Yi SONG ; Yao WANG ; Jacqueline Pui Wah Chung ; Hang-Tak CHAN ; Roman A.ZUBAREV ; Chiu-Chi WANG
Journal of Pharmaceutical Analysis 2024;14(1):100-114
Endometriosis is a common chronic gynecological disease with endometrial cell implantation outside the uterus.Angiogenesis is a major pathophysiology in endometriosis.Our previous studies have demon-strated that the prodrug of epigallocatechin gallate(ProEGCG)exhibits superior anti-endometriotic and anti-angiogenic effects compared to epigallocatechin gallate(EGCG).However,their direct binding targets and underlying mechanisms for the differential effects remain unknown.In this study,we demonstrated that oral ProEGCG can be effective in preventing and treating endometriosis.Additionally,1D and 2D Proteome Integral Solubility Alteration assay-based chemical proteomics identified metadherin(MTDH)and PX domain containing serine/threonine kinase-like(PXK)as novel binding targets of EGCG and ProEGCG,respectively.Computational simulation and BioLayer interferometry were used to confirm their binding affinity.Our results showed that MTDH-EGCG inhibited protein kinase B(Akt)-mediated angiogenesis,while PXK-ProEGCG inhibited epidermal growth factor(EGF)-mediated angiogenesis via the EGF/hypoxia-inducible factor(HIF-1a)/vascular endothelial growth factor(VEGF)pathway.In vitro and in vivo knockdown assays and microvascular network imaging further confirmed the involvement of these signaling pathways.Moreover,our study demonstrated that ProEGCG has superior therapeutic effects than EGCG by targeting distinct signal transduction pathways and may act as a novel anti-angiogenic therapy for endometriosis.
7.A Prospective 1-Year Follow-Up of Glycemic Status and C-Peptide Levels of COVID-19 Survivors with Dysglycemia in Acute COVID-19 Infection
David Tak Wai LUI ; Chi Ho LEE ; Ying WONG ; Carol Ho Yi FONG ; Kimberly Hang TSOI ; Yu Cho WOO ; Kathryn Choon Beng TAN
Diabetes & Metabolism Journal 2024;48(4):763-770
Background:
We evaluated changes in glycemic status, over 1 year, of coronavirus disease 2019 (COVID-19) survivors with dysglycemia in acute COVID-19.
Methods:
COVID-19 survivors who had dysglycemia (defined by glycosylated hemoglobin [HbA1c] 5.7% to 6.4% or random glucose ≥10.0 mmol/L) in acute COVID-19 were recruited from a major COVID-19 treatment center from September to October 2020. Matched non-COVID controls were recruited from community. The 75-g oral glucose tolerance test (OGTT) were performed at baseline (6 weeks after acute COVID-19) and 1 year after acute COVID-19, with HbA1c, insulin and C-peptide measurements. Progression in glycemic status was defined by progression from normoglycemia to prediabetes/diabetes, or prediabetes to diabetes.
Results:
Fifty-two COVID-19 survivors were recruited. Compared with non-COVID controls, they had higher C-peptide (P< 0.001) and trend towards higher homeostasis model assessment of insulin resistance (P=0.065). Forty-three COVID-19 survivors attended 1-year reassessment. HbA1c increased from 5.5%±0.3% to 5.7%±0.2% (P<0.001), with increases in glucose on OGTT at fasting (P=0.089), 30-minute (P=0.126), 1-hour (P=0.014), and 2-hour (P=0.165). At baseline, 19 subjects had normoglycemia, 23 had prediabetes, and one had diabetes. Over 1 year, 10 subjects (23.8%; of 42 non-diabetes subjects at baseline) had progression in glycemic status. C-peptide levels remained unchanged (P=0.835). Matsuda index decreased (P=0.007) and there was a trend of body mass index increase from 24.4±2.7 kg/m2 to 25.6±5.2 (P=0.083). Subjects with progression in glycemic status had more severe COVID-19 illness than non-progressors (P=0.030). Reassessment was not performed in the control group.
Conclusion
Subjects who had dysglycemia in acute COVID-19 were characterized by insulin resistance. Over 1 year, a quarter had progression in glycemic status, especially those with more severe COVID-19. Importantly, there was no significant deterioration in insulin secretory capacity.
8.Health-Related Quality of Life Assessment in Prostate Cancer Patient Undergoing Androgen Deprivation Therapy: Real-World Experience in the READT Study
Jasmine LIM ; Chi-Fai NG ; Yong WEI ; Teng Aik ONG ; Peggy Sau-Kwan CHU ; Wayne Kwun Wai CHAN ; Chao Yuan HUANG ; Kuo-Kang FENG ; Jeremy Yuen-Chun TEOH ; Ning XU ; Jer Wei LOW ; Wei Sien YEOH ; Peter Ka-Fung CHIU ; Chi-Hang YEE ; Steven Chi Ho LEUNG
The World Journal of Men's Health 2024;42(2):449-459
Purpose:
To investigate the effect of androgen deprivation therapy (ADT) on health-related quality of life (HRQOL) in Asian men with all stages of prostate cancer.
Materials and Methods:
READT (real-life evaluation of the effect of ADT in prostate cancer patients in Asia) was a multi-center, prospective observational study involving six sites across four Asian populations. We enrolled eligible prostate cancer patients, who opted for ADT alone or in combination without prior neoadjuvant or adjuvant ADT within 12 months. The EuroQoL-5 dimensions, 5 level scale (EQ-5D-5L) utility index scores and visual analog scale (VAS) were evaluated at baseline, month 6 and month 12.
Results:
A total of 504 patients were recruited into READT between September 2016 and May 2020 with 52.9% diagnosed with metastatic prostate cancer. The EQ-5D-5L was evaluable in 442/504 (87.7%) of patients. Overall baseline EQ-5D-5L utility index score was 0.924 (interquartile range [IQR] 0.876–1.000). We observed a statistically significant difference in baseline EQ-5D-5L utility index score among different populations with a median EQ-5D-5L utility index score of 1 for Taiwan & Hong Kong, 0.897 for China and 0.838 for Malaysia. Similar trend was observed throughout multiple treatment time-points. Stage IV prostate cancer were significantly associated with a lower baseline EQ-5D-5L utility index score compared to stage I–III prostate cancer, producing a median disutility value of -0.080. Participants had a high median VAS (80, IQR 70–90), indicating good overall health on average during ADT initiation.
Conclusions
The study highlights the differences in health state utility index scores among various Asian prostate cancer patients receiving ADT at real-world setting. Our findings will be informative and useful in cost-effectiveness evaluation and policy decision making.
9.Clinical profile and outcomes in patients with moderate to severe aortic stenosis with or without concomitant chronic kidney disease.
Jinghao Nicholas NGIAM ; Ching-Hui SIA ; Nicholas Wen Sheng CHEW ; Tze Sian LIONG ; Zi Yun CHANG ; Chi Hang LEE ; Wen RUAN ; Edgar Lik-Wui TAY ; William Kok-Fai KONG ; Huay Cheem TAN ; Tiong-Cheng YEO ; Kian Keong POH
Singapore medical journal 2024;65(11):624-630
INTRODUCTION:
Management of aortic stenosis (AS) in patients with chronic kidney disease (CKD) may often be overlooked, and this could confer poorer outcomes.
METHODS:
Consecutive patients ( n = 727) with index echocardiographic diagnosis of moderate to severe AS (aortic valve area <1.5 cm 2 ) were examined. They were divided into those with CKD (estimated glomerular filtration rate < 60 mL/min) and those without. Baseline clinical and echocardiographic parameters were compared, and a multivariate Cox regression model was constructed. Clinical outcomes were compared using Kaplan-Meier curves.
RESULTS:
There were 270 (37.1%) patients with concomitant CKD. The CKD group was older (78.0 ± 10.3 vs. 72.1 ± 12.9 years, P < 0.001), with a higher prevalence of hypertension, diabetes mellitus, hyperlipidaemia and ischaemic heart disease. AS severity did not differ significantly, but left ventricular (LV) mass index (119.4 ± 43.7 vs. 112.3 ± 40.6 g/m 2 , P = 0.027) and Doppler mitral inflow E to annular tissue Doppler e' ratio (E: e' 21.5 ± 14.6 vs. 17.8 ± 12.2, P = 0.001) were higher in the CKD group. There was higher mortality (log-rank 51.5, P < 0.001) and more frequent admissions for cardiac failure (log-rank 25.9, P < 0.001) in the CKD group, with a lower incidence of aortic valve replacement (log-rank 7.12, P = 0.008). On multivariate analyses, after adjusting for aortic valve area, age, left ventricular ejection fraction and clinical comorbidities, CKD remained independently associated with mortality (hazard ratio 1.96, 95% confidence interval 1.50-2.57, P < 0.001).
CONCLUSION
Concomitant CKD in patients with moderate to severe AS was associated with increased mortality, more frequent admissions for cardiac failure and a lower incidence of aortic valve replacement.
Humans
;
Aortic Valve Stenosis/surgery*
;
Male
;
Female
;
Renal Insufficiency, Chronic/complications*
;
Aged
;
Aged, 80 and over
;
Middle Aged
;
Severity of Illness Index
;
Glomerular Filtration Rate
;
Proportional Hazards Models
;
Echocardiography
;
Kaplan-Meier Estimate
;
Retrospective Studies
;
Aortic Valve/surgery*
;
Echocardiography, Doppler
10.High-intensity focused ultrasound strategies for treating prostate cancer.
Xiaobo WU ; Yupeng WU ; Chi-Fai NG ; Chi-Hang YEE ; Peter Ka-Fung CHIU
Asian Journal of Andrology 2024;26(6):595-599
Prostate cancer (PCa) is a significant health concern globally, necessitating effective treatment options. Typical treatment methods for early stage, particularly localized PCa, encompass radical procedures, such as radical prostatectomy (RP) and radiotherapy (RT), and nonradical focal therapy (FT). FT is a focused approach mainly used for treating small lesions limited to a specific zone of the prostate. Its objective is to achieve cancer control when minimizing damage to benign tissue. High-intensity focused ultrasound (HIFU) is one of the most used modalities in FT for the management of PCa. The progress in HIFU technology showcases continuous advancements, offering clinicians a variety of strategies to cater to diverse patient requirements. The advancements include the development of transrectal and transurethral HIFU machines that offer enhanced treatment distances, magnetic resonance imaging (MRI) fusion capabilities, real-time monitoring, and precise ablation. These improvements contribute to increased treatment effectiveness and better outcomes for patients. This narrative review aims to summarize the use of HIFU technology and its evolution, offering diverse options to clinicians, and explores the safety, effectiveness, and quality of different HIFU strategies, such as whole-gland ablation, hemigland ablation, and focal ablation. We conclude that nonwhole-gland HIFU offers similar cancer control with better short-term functional outcomes and fewer complications compared to whole-gland ablation. Combining HIFU with transurethral resection of the prostate (TURP) improves urinary function and reduces catheterization time. Focal ablation and hemigland ablation show promise in achieving cancer control when preserving continence and potency.
Humans
;
Male
;
Prostatic Neoplasms/surgery*
;
High-Intensity Focused Ultrasound Ablation/methods*
;
Ultrasound, High-Intensity Focused, Transrectal/methods*
;
Magnetic Resonance Imaging
;
Treatment Outcome

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