1.Key technologies and challenges in online adaptive radiotherapy for lung cancer.
Baiqiang DONG ; Shuohan ZHENG ; Kelly CHEN ; Xuan ZHU ; Sijuan HUANG ; Xiaobo JIANG ; Wenchao DIAO ; Hua LI ; Lecheng JIA ; Feng CHI ; Xiaoyan HUANG ; Qiwen LI ; Ming CHEN
Chinese Medical Journal 2025;138(13):1559-1567
Definitive treatment of lung cancer with radiotherapy is challenging, as respiratory motion and anatomical changes can increase the risk of severe off-target effects during radiotherapy. Online adaptive radiotherapy (ART) is an evolving approach that enables timely modification of a treatment plan during the interfraction of radiotherapy, in response to physiologic or anatomic variations, aiming to improve the dose distribution for precise targeting and delivery in lung cancer patients. The effectiveness of online ART depends on the seamless integration of multiple components: sufficient quality of linear accelerator-integrated imaging guidance, deformable image registration, automatic recontouring, and efficient quality assurance and workflow. This review summarizes the present status of online ART for lung cancer, including key technologies, as well as the challenges and areas of active research in this field.
Humans
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Lung Neoplasms/radiotherapy*
;
Radiotherapy Planning, Computer-Assisted/methods*
2.Effect of lower limb amputation on hemodynamic environment of the left coronary artery: a numerical study.
Tianxiang TAI ; Wentao JIANG ; Zhongyou LI ; Junjie DIAO ; Xiao LI
Journal of Biomedical Engineering 2025;42(5):954-963
It has been found that the incidence of cardiovascular disease in patients with lower limb amputation is significantly higher than that in normal people, and the risk of developing coronary atherosclerosis is much higher than that in other high-risk groups. Numerous studies have confirmed that high systolic and diastolic blood pressures are potential risk factors for coronary artery disease, and it has been demonstrated that the ascending aortic pressure during diastole increases after amputation. However, the relationship between lower limb amputation and coronary atherosclerosis has not been fully explained from the perspective of hemodynamic environment. Therefore, in this study, a centralized parameter model of the human cardiovascular system and a three-dimensional model of the left coronary artery were established to investigate the effect of amputation on the hemodynamic environment of the coronary artery. The results showed that the abnormal hemodynamic environment induced by amputation, characterized by factors such as increased diastolic pressure in the ascending aorta, led to a significant expansion of the low wall shear stress (WSS) region on the outer lateral aspect of the left coronary artery bifurcation during diastole. The maximum observed increase in the area of low WSS reached up to 50.5%. This abnormal hemodynamic environment elevates the risk of plaque formation in the left coronary artery. Moreover, the more severe the lower limb atrophy, the greater the risk of coronary atherosclerosis in amputees. This study preliminarily reveals the effect of lower limb amputation on the hemodynamic environment of the left coronary artery.
Humans
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Hemodynamics/physiology*
;
Amputation, Surgical/adverse effects*
;
Coronary Vessels/physiology*
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Coronary Artery Disease/etiology*
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Lower Extremity/surgery*
;
Models, Cardiovascular
;
Blood Pressure
3.A computational medicine framework integrating multi-omics, systems biology, and artificial neural networks for Alzheimer's disease therapeutic discovery.
Yisheng YANG ; Yizhu DIAO ; Lulu JIANG ; Fanlu LI ; Liye CHEN ; Ming NI ; Zheng WANG ; Hai FANG
Acta Pharmaceutica Sinica B 2025;15(9):4411-4426
The translation of genetic findings from genome-wide association studies into actionable therapeutics persists as a critical challenge in Alzheimer's disease (AD) research. Here, we present PI4AD, a computational medicine framework that integrates multi-omics data, systems biology, and artificial neural networks for therapeutic discovery. This framework leverages multi-omic and network evidence to deliver three core functionalities: clinical target prioritisation; self-organising prioritisation map construction, distinguishing AD-specific targets from those linked to neuropsychiatric disorders; and pathway crosstalk-informed therapeutic discovery. PI4AD successfully recovers clinically validated targets like APP and ESR1, confirming its prioritisation efficacy. Its artificial neural network component identifies disease-specific molecular signatures, while pathway crosstalk analysis reveals critical nodal genes (e.g., HRAS and MAPK1), drug repurposing candidates, and clinically relevant network modules. By validating targets, elucidating disease-specific therapeutic potentials, and exploring crosstalk mechanisms, PI4AD bridges genetic insights with pathway-level biology, establishing a systems genetics foundation for rational therapeutic development. Importantly, its emphasis on Ras-centred pathways-implicated in synaptic dysfunction and neuroinflammation-provides a strategy to disrupt AD progression, complementing conventional amyloid/tau-focused paradigms, with the future potential to redefine treatment strategies in conjunction with mRNA therapeutics and thereby advance translational medicine in neurodegeneration.
4.TCM-HIN2Vec: A strategy for uncovering biological basis of heart qi deficiency pattern based on network embedding and transcriptomic experiment
Lihong Diao ; Xinyi Fan ; JIang Yu ; Kai Huang ; Edouard C Nice ; Chao Liu ; Dong Li ; Shuzhen Guo
Journal of Traditional Chinese Medical Sciences 2024;11(3):264-274
Objective:
To elucidate the biological basis of the heart qi deficiency (HQD) pattern, an in-depth understanding of which is essential for improving clinical herbal therapy.
Methods:
We predicted and characterized HQD pattern genes using the new strategy, TCM-HIN2Vec, which involves heterogeneous network embedding and transcriptomic experiments. First, a heterogeneous network of traditional Chinese medicine (TCM) patterns was constructed using public databases. Next, we predicted HQD pattern genes using a heterogeneous network-embedding algorithm. We then analyzed the functional characteristics of HQD pattern genes using gene enrichment analysis and examined gene expression levels using RNA-seq. Finally, we identified TCM herbs that demonstrated enriched interactions with HQD pattern genes via herbal enrichment analysis.
Results:
Our TCM-HIN2Vec strategy revealed that candidate genes associated with HQD pattern were significantly enriched in energy metabolism, signal transduction pathways, and immune processes. Moreover, we found that these candidate genes were significantly differentially expressed in the transcriptional profile of mice model with heart failure with a qi deficiency pattern. Furthermore, herbal enrichment analysis identified TCM herbs that demonstrated enriched interactions with the top 10 candidate genes and could potentially serve as drug candidates for treating HQD.
Conclusion
Our results suggested that TCM-HIN2Vec is capable of not only accurately identifying HQD pattern genes, but also deciphering the basis of HQD pattern. Furthermore our finding indicated that TCM-HIN2Vec may be further expanded to develop other patterns, leading to a new approach aimed at elucidating general TCM patterns and developing precision medicine.
5.Efficacy and influencing factors of hematoporphyrin monomethyl ether-mediated photodynamic therapy in the treatment of adult patients with port-wine stains: a retrospective study
Ping DIAO ; Chenglong HAN ; Lian LIU ; Hui ZHOU ; Erlong LI ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):595-600
Objective:To evaluate the efficacy of hematoporphyrin monomethyl ether-mediated photodynamic therapy (HMME-PDT) in the treatment of adult patients with port-wine stains (PWS) in China, and to analyze factors influencing the efficacy.Methods:A retrospective study was conducted on the data from 265 adult patients with PWS who underwent HMME-PDT at the Department of Dermatology, West China Hospital, Sichuan University from February 2017 to October 2023. Patients were intravenously injected with hemoporfin at doses of 5 - 6.5 mg/kg, followed by irradiation with a 532-nm green light-emitting diode at the energy density of 100 - 130 J/cm 2 (power density, 85 - 100 mW/cm 2) for 19 - 25 minutes. Treatments were conducted every 2 - 6 months. The treatment response in the treated area was observed after each treatment, and the clinical efficacy was assessed at least two months after the last treatment. Chi-square test was used to analyze the differences in efficacy between groups. Results:Among the 265 adult patients with PWS, the male to female ratio was 90∶175, the patients' age ranged from 18 to 56 years (26.48 ± 6.88 years), and they underwent 1 to 8 treatment sessions (2.67 ± 1.33 sessions). After treatment, 102 (38.4%) patients achieved complete remission, 74 (27.9%) achieved marked improvement, 59 (22.2%) had moderate improvement, and 30 (11.3%) showed no response, resulting in an overall response rate of 88.7%. Among 146 patients without hypertrophic lesions, 69 (47.3%) achieved complete remission, with a response rate of 92.5%; among 102 with slightly thickened lesions, 32 (31.4%) achieved complete remission, with a response rate of 87.3%; among 17 with markedly thickened lesions, only 1 achieved complete remission, and 11 achieved marked improvement. Among 50 patients who received more than 3 treatment sessions, 28 (56%) had complete remission, with a response rate of 100%; among 45 who received only one session of treatment, 5 (11.1%) achieved complete remission, with a response rate of 68.9%. Among 232 patients without soft tissue hyperplasia, 95 (40.9%) achieved complete remission, with a response rate of 88.8%; among 33 with soft tissue hyperplasia, 7 (21.2%) achieved complete remission, with a response rate of 87.9%. The therapeutic effects significantly differed among patients with different lesion thicknesses, among those with different treatment sessions, as well as between patients with soft tissue hyperplasia and those without (all P < 0.05). There were no significant differences in the therapeutic effect among patients of different genders, different ages, with different lesion colors, as well as between patients with nodules and those without, and between patients with treatment history and those without (all P > 0.05). During and after the treatment, patients experienced varying degrees of swelling, burning sensation, pain, and itching, all of which could be relieved by common treatment; scars occurred in 10 (3.8%) patients, and were managed by symptomatic treatment; no systemic adverse reactions, such as drug allergies or impairment of liver and kidney function, were observed during the treatment. Conclusions:HMME-PDT is safe and effective in the treatment of adult patient with PWS. The therapeutic effect of HMME-PDT was associated with lesion thickening and soft tissue hyperplasia, and increased with the increase in treatment sessions.
6.Diagnosis and treatment of port-wine stains-associated syndromes
Qingfeng LIU ; Lian LIU ; Ping DIAO ; Xiaoxue LI ; Ting ZHANG ; Haotian CHEN ; Xu LIU ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):656-660
Port-wine stains (PWS) are one of the common congenital vascular malformations in dermatology, clinically manifesting as pink or red irregular patches occurring on the skin or mucosa at birth or shortly thereafter, which are often not elevated above the skin surface. In a minority of patients, vascular malformations not only affect the skin, but also involve the eyes, brain, limbs and viscera. These patients are at risk for glaucoma, epilepsy, limb pain, and other clinical conditions. In general, these conditions are referred to as PWS-associated syndromes. These syndromes are rare diseases, can affect multiple systems and exhibit a variety of clinical manifestations, which pose challenges in their diagnosis and treatment. This review focuses on the clinical manifestations, diagnoses, pathogenesis and treatment of PWS-associated syndromes.
7.Port-wine stains: mechanisms underlying the development and progression
Haotian CHEN ; Lian LIU ; Ting ZHANG ; Qingfeng LIU ; Xiaoxue LI ; Ping DIAO ; Xian JIANG
Chinese Journal of Dermatology 2024;57(7):661-664
Port-wine stains (PWS) are vascular malformations characterized by dilated capillaries and postcapillary venules in the skin. Clinically, they mainly manifest as pink or red irregular patches, most of which may become thickened, darkened in color, or even develop into nodules over age, making treatment more challenging. The mechanisms underlying the development and progression of PWS are not very clear, and may be related to heredity, gene mutations, abnormal ratios of blood vessels to nerves, etc. This review summarizes research progress in the mechanisms underlying the development and progression of PWS, so as to provide a theoretical basis for their treatment.
8.Expression and significance of jumonji domain-containing protein 2B and hypoxia inducible factor-1α in non-Hodgkin lymphoma tissues in children.
Yu-Qiao DIAO ; Jian WANG ; Xiu-Li ZHU ; Jian CHEN ; Yu ZHENG ; Lian JIANG ; Yue-Ping LIU ; Ruo-Heng DAI ; Yi-Wei YAN
Chinese Journal of Contemporary Pediatrics 2023;25(11):1150-1155
OBJECTIVES:
To investigate the expression and significance of jumonji domain-containing protein 2B (JMJD2B) and hypoxia-inducible factor-1α (HIF-1α) in non-Hodgkin's lymphoma (NHL) tissues in children.
METHODS:
Immunohistochemistry was used to detect the expression of JMJD2B and HIF-1α in lymph node tissue specimens from 46 children with NHL (observation group) and 24 children with reactive hyperplasia (control group). The relationship between JMJD2B and HIF-1α expression with clinicopathological characteristics and prognosis in children with NHL, as well as the correlation between JMJD2B and HIF-1α expression in NHL tissues, were analyzed.
RESULTS:
The positive expression rates of JMJD2B (87% vs 21%) and HIF-1α (83% vs 42%) in the observation group were higher than those in the control group (P<0.05). The expression of JMJD2B and HIF-1α was correlated with serum lactate dehydrogenase levels and the risk of international prognostic index in children with NHL (P<0.05). The expression of JMJD2B was positively correlated with the HIF-1α expression in children with NHL (rs=0.333, P=0.024).
CONCLUSIONS
JMJD2B and HIF-1α are upregulated in children with NHL, and they may play a synergistic role in the development of pediatric NHL. JMJD2B can serve as a novel indicator for auxiliary diagnosis, evaluation of the severity, treatment guidance, and prognosis assessment in pediatric NHL.
Humans
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Child
;
Hypoxia-Inducible Factor 1, alpha Subunit
;
Prognosis
;
Hypoxia
;
Lymphoma, Non-Hodgkin
9.Animal experimental study on the effects of different levels of amputation on cardiovascular system.
Lei MIN ; Wentao JIANG ; Zhongyou LI ; Xiao LI ; Junjie DIAO ; Renjing LIU ; Tianxiang TAI ; Taoping BAI
Journal of Biomedical Engineering 2023;40(3):515-521
Vascular injury resulting from lower limb amputation leads to the redistribution of blood flow and changes in vascular terminal resistance, which can affect the cardiovascular system. However, there was no clear understanding of how different amputation levels affect the cardiovascular system in animal experiments. Therefore, this study established two animal models of above-knee amputation (AKA) and below-knee amputation (BKA) to explore the effects of different amputation levels on the cardiovascular system through blood and histopathological examinations. The results showed that amputation caused pathological changes in the cardiovascular system of animals, including endothelial injury, inflammation, and angiosclerosis. The degree of cardiovascular injury was higher in the AKA group than in the BKA group. This study sheds light on the internal mechanisms of amputation's impact on the cardiovascular system. Based on the amputation level of patients, the findings recommend more comprehensive and targeted monitoring after surgery and necessary interventions to prevent cardiovascular diseases.
Animals
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Animal Experimentation
;
Cardiovascular System
;
Cardiovascular Diseases
;
Hypertension
;
Amputation, Surgical
10.Effect of lower limb amputation level on aortic hemodynamics: a numerical study.
Junru WEI ; Zhongyou LI ; Junjie DIAO ; Xiao LI ; Lei MIN ; Wentao JIANG ; Fei YAN
Journal of Biomedical Engineering 2022;39(1):67-74
It has been found that the incidence of cardiovascular disease in patients with lower limb amputation is significantly higher than that in normal individuals, but the relationship between lower limb amputation and the episodes of cardiovascular disease has not been studied from the perspective of hemodynamics. In this paper, numerical simulation was used to study the effects of amputation on aortic hemodynamics by changing peripheral impedance and capacitance. The final results showed that after amputation, the aortic blood pressure increased, the time averaged wall shear stress of the infrarenal abdominal aorta decreased and the oscillatory shear index of the left and right sides was asymmetrically distributed, while the time averaged wall shear stress of the iliac artery decreased and the oscillatory shear index increased. The changes above were more significant with the increase of amputation level, which will result in a higher incidence of atherosclerosis and abdominal aortic aneurysm. These findings preliminarily revealed the influence of lower limb amputation on the occurrence of cardiovascular diseases, and provided theoretical guidance for the design of rehabilitation training and the optimization of cardiovascular diseases treatment.
Amputation
;
Aorta, Abdominal/surgery*
;
Aortic Aneurysm, Abdominal/surgery*
;
Blood Flow Velocity/physiology*
;
Hemodynamics/physiology*
;
Humans
;
Lower Extremity
;
Models, Cardiovascular
;
Stress, Mechanical


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