Objective To construct a dynamic prediction model for JC polyomavirus (JCV) reactivation after kidney transplantation. Methods A retrospective analysis was conducted on the clinical data of 128 recipients who met the inclusion criteria and received kidney transplantation in Nanfang Hospital, Southern Medical University, from June 2021 to December 2024. Dynamic Cox regression and dynamic restricted mean survival time (RMST) regression based on the landmark method were adopted to establish the dynamic prediction models, and Monte Carlo cross-validation was used to evaluate model performance. Results The dynamic models could predict the incidence and onset time of JCV reactivation within the subsequent 3 months according to covariates at each landmark time point from the 1st to the 6th month after transplantation. Remuzzi score, body mass index and warm ischemia time were independent risk factors for JCV reactivation, while a history of urinary BK polyomavirus reactivation served as a protective factor. The median values of the area under the curve, C-index and Brier score of the dynamic Cox model were 0.873, 0.851 and 0.065 respectively, and the C-index of the dynamic RMST model was 0.829, all of which were superior to those of the static model. Conclusions The landmark-based dynamic models exhibit excellent predictive performance, which may integrate baseline data and post-transplant follow-up information to realize dynamic assessment of the risk and time window of JCV reactivation, thereby providing evidence for optimizing post-operative monitoring and individualized intervention strategies.

ObjectiveTo explore the clinical and phenomics characteristics of patients with phlegm-stasis binding syndrome and its accompanied patterns in stable angina pectoris （SAP） of coronary heart disease （CHD）. MethodsA multicenter cross-sectional study design was adopted. A total of 300 patients with SAP of CHD were enrolled and classified into 120 cases of phlegm-stasis binding syndrome， 125 cases of qi deficiency-accompanied syndrome， 38 cases of qi stagnation-accompanied syndrome， and 17 cases of toxin accumulation-accompanied syndrome according to traditional Chinese medicine （TCM） patterns. Data of patients with different TCM patterns were collected， including general condition， TCM symptoms， blood lipids， coagulation function， immune indicators， and serum metabolomics. Metabolic pathway enrichment analysis was used to compare differences in phenomics characteristics among groups. Metabolites with variable importance in projection （VIP） ≥1 and fold change （FC） ≥2 were considered as representative differential metabolites. ResultsPatients in each TCM pattern type were most commonly in the 60-75 years age group， with a relatively high proportion of males. Regarding TCM symptoms， patients with phlegm-stasis binding syndrome most commonly presented with wiry-choppy or wiry-slippery pulse， chest pain， and chest tightness； in patients with qi deficiency-accompanied syndrome， fatigue， chest pain， and weak pulse were most common； in patients with qi stagnation-accompanied sydnrome， wiry-choppy or wiry-slippery pulse， chest pain， and symptoms that increase or decrease with emotional changes， belching， or flatulence were most common； in patients with toxin accumulation-accompanied syndrome， bitter taste in the mouth， chest tightness， irritability， restlessness or manic delirium， and dry and hard stools or foul-smelling diarrhea were most common. Comparisons among the different TCM patterns showed statistically significant differences in coagulation parameters （P＜0.05）， whereas no statistically significant difference was found in blood lipid levels and immune indicators （P＞0.05）.Metabolomics analysis suggested that disorders of glycerophosphate metabolism and valine， leucine， and isoleucine metabolism are characteristic features of phlegm-stasis binding syndrome and its accompanied patterns. The representative differential metabolites between phlegm-stasis binding syndrome and qi deficiency-accompanied syndrome were 7,8-dihydrobiopterin （FC = 3.58） and oxypurinol （FC = 124.50）. Those between phlegm-stasis binding syndrome and qi stagnation-accompanied syndrome were cytidine 5′-diphosphocholine （FC = 2.62） and D-mannosamine （FC = 2.99）. Those between phlegm-stasis binding syndrome and toxin accumulation-accompanied syndrome were anserine （FC = 7.83） and canrenone （FC = 8.94）. ConclusionThere are certain differences in the clinical characteristics and phenomics characteristics among patients with SAP due to CHD exhibiting phlegm-stasis binding syndrome and its accompanied patterns. The phenomics characteristics mainly involve biological alterations such as lipid metabolism disorders， amino acid metabolism abnormalities， and multiple immune indicators activation， which may provide a reference for precise differentiation and treatment of SAP of CHD in TCM clinical practice.

ObjectiveTo explore the clinical and phenomics characteristics of patients with phlegm-stasis binding syndrome and its accompanied patterns in stable angina pectoris （SAP） of coronary heart disease （CHD）. MethodsA multicenter cross-sectional study design was adopted. A total of 300 patients with SAP of CHD were enrolled and classified into 120 cases of phlegm-stasis binding syndrome， 125 cases of qi deficiency-accompanied syndrome， 38 cases of qi stagnation-accompanied syndrome， and 17 cases of toxin accumulation-accompanied syndrome according to traditional Chinese medicine （TCM） patterns. Data of patients with different TCM patterns were collected， including general condition， TCM symptoms， blood lipids， coagulation function， immune indicators， and serum metabolomics. Metabolic pathway enrichment analysis was used to compare differences in phenomics characteristics among groups. Metabolites with variable importance in projection （VIP） ≥1 and fold change （FC） ≥2 were considered as representative differential metabolites. ResultsPatients in each TCM pattern type were most commonly in the 60-75 years age group， with a relatively high proportion of males. Regarding TCM symptoms， patients with phlegm-stasis binding syndrome most commonly presented with wiry-choppy or wiry-slippery pulse， chest pain， and chest tightness； in patients with qi deficiency-accompanied syndrome， fatigue， chest pain， and weak pulse were most common； in patients with qi stagnation-accompanied sydnrome， wiry-choppy or wiry-slippery pulse， chest pain， and symptoms that increase or decrease with emotional changes， belching， or flatulence were most common； in patients with toxin accumulation-accompanied syndrome， bitter taste in the mouth， chest tightness， irritability， restlessness or manic delirium， and dry and hard stools or foul-smelling diarrhea were most common. Comparisons among the different TCM patterns showed statistically significant differences in coagulation parameters （P＜0.05）， whereas no statistically significant difference was found in blood lipid levels and immune indicators （P＞0.05）.Metabolomics analysis suggested that disorders of glycerophosphate metabolism and valine， leucine， and isoleucine metabolism are characteristic features of phlegm-stasis binding syndrome and its accompanied patterns. The representative differential metabolites between phlegm-stasis binding syndrome and qi deficiency-accompanied syndrome were 7,8-dihydrobiopterin （FC = 3.58） and oxypurinol （FC = 124.50）. Those between phlegm-stasis binding syndrome and qi stagnation-accompanied syndrome were cytidine 5′-diphosphocholine （FC = 2.62） and D-mannosamine （FC = 2.99）. Those between phlegm-stasis binding syndrome and toxin accumulation-accompanied syndrome were anserine （FC = 7.83） and canrenone （FC = 8.94）. ConclusionThere are certain differences in the clinical characteristics and phenomics characteristics among patients with SAP due to CHD exhibiting phlegm-stasis binding syndrome and its accompanied patterns. The phenomics characteristics mainly involve biological alterations such as lipid metabolism disorders， amino acid metabolism abnormalities， and multiple immune indicators activation， which may provide a reference for precise differentiation and treatment of SAP of CHD in TCM clinical practice.

In the latest fifth edition of the World Health Organization（WHO）classification of endocrine and neuroendocrine tumors released in 2022，updates were made to the categorization of adrenocortical nodular diseases. The new term “sporadic nodular adrenocortical disease” has replaced “adrenocortical nodular hyperplasia” to describe incidentally detected，non-functional benign adrenocortical nodules with the diameter < 1 cm. This revised nomenclature reflects a deeper understanding of the nature of such conditions，emphasizing a shift from "hyperplastic changes" to the recognition of these nodules as independent monoclonal proliferative lesions. Sporadic nodular adrenocortical disease typically does not require surgical intervention and is managed primarily through outpatient follow-up and monitoring. Clinicians are advised to conduct systematic and standardized evaluations for patients presenting with adrenocortical nodules to avoid unnecessary surgeries or overtreatment. This article provides a concise commentary on the clinical implications of the conceptual updates to sporadic nodular adrenocortical disease outlined in the new WHO classification.

Urothelial carcinoma (UC), including bladder urothelial carcinoma and upper tract urothelial carcinoma (UTUC), is the most common malignant tumor in the urinary system. Traditional cell line models fall short in simulating its tumor microenvironment and in vivo behavior. Patient-derived organoid (PDO) models offer a new way to overcome these shortcomings. This paper reviews the construction techniques of PDO models in UC, their biological simulation capabilities, and their applications in preclinical research. It also analyzes the technical limitations of these models. PDO models can retain the histological, genomic, and transcriptomic features of the parent tumor and accurately simulate the tumor microenvironment and biological behavior. They have been widely used in bladder cancer research, providing a precise platform for drug screening, personalized treatment, and immunotherapy evaluation. However, their use in UTUC research is still in its infancy. In the future, through technological optimization, PDO models are expected to enhance their value in UC research, advancing precision medicine research and clinical translation.

Objective:To explore the value of metanephrine, normetanephrine, and some steroid hormones in the assessment of adrenal venous sampling (AVS).Methods:This retrospective study enrolled 101 patients with primary aldosteronism who underwent AVS at Peking Union Medical College Hospital between June 1, 2021, and October 1, 2024. Multiple hormones, including aldosterone, cortisol, metanephrine, normetanephrine and steroid hormone profiles, were measured in samples from the inferior vena cava and bilateral adrenal veins during AVS. Selectivity index and lateralization index were calculated based on the levels of different hormones to determine successful AVS cannulation (selectivity index≥2) and aldosterone hypersecretion lateralization (lateralization index≥2). Patients who underwent unilateral adrenalectomy were followed for at least 6 months. Clinical and biochemical outcomes were assessed according to the Primary Aldosteronism Surgical Outcome (PASO) criteria, with biochemical remission defined as achieving complete or partial biochemical remission postoperatively. The efficacy of different hormones relative to cortisol for calculating selectivity index and lateralization index was evaluated for subtype classification.Results:The age at diagnosis of the enrolled patients was (50.5±9.6) years, including 77 males. Regarding the selectivity index, five hormones including metanephrine, normetanephrine, androstenedione, 17α-hydroxypregnenolone, and dehydroepiandrosterone demonstrated significantly higher selectivity index compared to cortisol (all P<0.05). Based on the cortisol-derived selectivity index, AVS cannulation was unsuccessful in 8 patients; using the five indices, unsuccessful cannulation occurred in 2, 2, 3, 4, and 5 patients, respectively. Based on postoperative follow-up, 55 patients were identified as having unilateral surgically relievable primary aldosteronism. In identifying these patients, the performance of metanephrine, normetanephrine, androstenedione, 17α-hydroxypregnenolone, and dehydroepiandrosterone was non-inferior to cortisol, correctly identifying 95% (52/55), 93% (51/55), 91% (50/55), 87% (48/55), and 89% (49/55) of cases, respectively. However, among these patients, there were no statistically significant differences in the success rate of intubation in AVS and the ability to identify patients with unilateral primary aldosteronism between the five indicators and cortisol (all P>0.05). Using cortisol-based lateralization as the reference standard, androstenedione and dehydroepiandrosterone both achieved an accuracy of 90% (84/93) for determining the lateralized side, while 17α-hydroxypregnenolone, normetanephrine, and metanephrine achieved accuracies of 89% (83/93), 81% (74/93), and 80% (73/93), respectively. Conclusion:Metanephrine, normetanephrine, androstenedione, 17α-hydroxypregnenolone and dehydroepiandrosterone could increase the success rate of intubation in AVS, with a high ability to identify patients with unilateral primary aldosteronism, and are expected to replace cortisol as new indicators of AVS.

Objective:To compare the efficacy of 68Ga-Pentixafor PET/CT in guiding surgical treatment of primary aldosteronism (PA) with that of adrenal venous sampling (AVS), and to explore its value in the diagnosis and management of PA. Methods:A total of 83 patients (62 males, 21 females, age (48.5±10.4) years) who received unilateral adrenal PA based on 68Ga-Pentixafor PET/CT or AVS results at the Department of Urological Surgery of Peking Union Medical College Hospital from January 1, 2021 to May 31, 2023 were retrospectively enrolled. Clinical data of patients were collected and the postoperative benefit rates guided by the two examination methods were compared according to the international multi-center PA surgical outcome standard. Quantitative indexes in 68Ga-Pentixafor PET/CT (SUV max, ratio of lesion SUV max to normal-adrenal-tissue SUV mean (LAR), ratio of lesion SUV max to normal-liver SUV mean (LLR), and ratio of lesion SUV max to contralateral SUV max (LCR)) were obtained for comparative analysis in patients with different surgical outcomes. Mann-Whitney U test, χ2 test or Fisher′s exact test were used to analyze the data. Results:Among 83 patients, 35 underwent AVS-guided surgery and 48 underwent 68Ga-Pentixafor PET/CT-guided surgery, with no significant difference of surgical benefit rates (85.7%(30/35) vs 85.4%(41/48); χ2=0.01, P=0.970). There was no significant difference of surgical benefit rates between 2 methods in such subgroups: <35 years (2/3 vs 7/8), ≥35 years (87.5%(28/32) vs 85.0%(34/40)), males (85.2%(23/27) vs 88.6%(31/35), females (7/8 vs 10/13), patients with unilateral lesions indicated by CT results (13/15 vs 83.9%(26/31)), patients with bilateral lesions indicated by CT results (85.0%(17/20) vs 15/17) (all χ2<0.01, all P>0.05). In PET/CT group, the LCR of patients who benefited from surgery ( n=41) was higher than that of patients who did not benefit ( n=7; 3.19(2.24, 4.90) vs 1.89(1.59, 2.88); Z=-2.09, P=0.036), and other quantitative indicators also tended to be higher. Conclusions:The positive results of 68Ga-Pentixafor PET/CT and AVS have the same clinical value in guiding PA patients to receive unilateral adrenal surgery. 68Ga-Pentixafor PET/CT is expected to become a non-invasive examination method to guide the treatment decisions in PA patients.

Objective:To compare the efficacy of 68Ga-Pentixafor PET/CT in guiding surgical treatment of primary aldosteronism (PA) with that of adrenal venous sampling (AVS), and to explore its value in the diagnosis and management of PA. Methods:A total of 83 patients (62 males, 21 females, age (48.5±10.4) years) who received unilateral adrenal PA based on 68Ga-Pentixafor PET/CT or AVS results at the Department of Urological Surgery of Peking Union Medical College Hospital from January 1, 2021 to May 31, 2023 were retrospectively enrolled. Clinical data of patients were collected and the postoperative benefit rates guided by the two examination methods were compared according to the international multi-center PA surgical outcome standard. Quantitative indexes in 68Ga-Pentixafor PET/CT (SUV max, ratio of lesion SUV max to normal-adrenal-tissue SUV mean (LAR), ratio of lesion SUV max to normal-liver SUV mean (LLR), and ratio of lesion SUV max to contralateral SUV max (LCR)) were obtained for comparative analysis in patients with different surgical outcomes. Mann-Whitney U test, χ2 test or Fisher′s exact test were used to analyze the data. Results:Among 83 patients, 35 underwent AVS-guided surgery and 48 underwent 68Ga-Pentixafor PET/CT-guided surgery, with no significant difference of surgical benefit rates (85.7%(30/35) vs 85.4%(41/48); χ2=0.01, P=0.970). There was no significant difference of surgical benefit rates between 2 methods in such subgroups: <35 years (2/3 vs 7/8), ≥35 years (87.5%(28/32) vs 85.0%(34/40)), males (85.2%(23/27) vs 88.6%(31/35), females (7/8 vs 10/13), patients with unilateral lesions indicated by CT results (13/15 vs 83.9%(26/31)), patients with bilateral lesions indicated by CT results (85.0%(17/20) vs 15/17) (all χ2<0.01, all P>0.05). In PET/CT group, the LCR of patients who benefited from surgery ( n=41) was higher than that of patients who did not benefit ( n=7; 3.19(2.24, 4.90) vs 1.89(1.59, 2.88); Z=-2.09, P=0.036), and other quantitative indicators also tended to be higher. Conclusions:The positive results of 68Ga-Pentixafor PET/CT and AVS have the same clinical value in guiding PA patients to receive unilateral adrenal surgery. 68Ga-Pentixafor PET/CT is expected to become a non-invasive examination method to guide the treatment decisions in PA patients.

In the latest fifth edition of the World Health Organization（WHO）classification of endocrine and neuroendocrine tumors released in 2022，updates were made to the categorization of adrenocortical nodular diseases. The new term “sporadic nodular adrenocortical disease” has replaced “adrenocortical nodular hyperplasia” to describe incidentally detected，non-functional benign adrenocortical nodules with the diameter < 1 cm. This revised nomenclature reflects a deeper understanding of the nature of such conditions，emphasizing a shift from "hyperplastic changes" to the recognition of these nodules as independent monoclonal proliferative lesions. Sporadic nodular adrenocortical disease typically does not require surgical intervention and is managed primarily through outpatient follow-up and monitoring. Clinicians are advised to conduct systematic and standardized evaluations for patients presenting with adrenocortical nodules to avoid unnecessary surgeries or overtreatment. This article provides a concise commentary on the clinical implications of the conceptual updates to sporadic nodular adrenocortical disease outlined in the new WHO classification.

Urothelial carcinoma (UC), including bladder urothelial carcinoma and upper tract urothelial carcinoma (UTUC), is the most common malignant tumor in the urinary system. Traditional cell line models fall short in simulating its tumor microenvironment and in vivo behavior. Patient-derived organoid (PDO) models offer a new way to overcome these shortcomings. This paper reviews the construction techniques of PDO models in UC, their biological simulation capabilities, and their applications in preclinical research. It also analyzes the technical limitations of these models. PDO models can retain the histological, genomic, and transcriptomic features of the parent tumor and accurately simulate the tumor microenvironment and biological behavior. They have been widely used in bladder cancer research, providing a precise platform for drug screening, personalized treatment, and immunotherapy evaluation. However, their use in UTUC research is still in its infancy. In the future, through technological optimization, PDO models are expected to enhance their value in UC research, advancing precision medicine research and clinical translation.