1.Prediction of the number of positive cores in systematic biopsy of prostate cancer using MRI radiomics combined with clinical indicators
Ni-Ni PAN ; Jing LI ; Jian-Xin ZHAO ; Liu-Yan SHI ; Lian-Qiu XIONG ; Li-Li MA ; Ying-Chao WANG ; Lian-Ping ZHAO ; Gang HUANG
Medical Journal of Chinese People's Liberation Army 2024;49(12):1350-1359
Objective To explore the value of constructing a model to predict the number of positive cores in systematic biopsy in prostate cancer(PCa)using a combination of radiomics features based on magnetic resonance imaging and clinical indicators.Methods Retrospectively collected magnetic resonance imaging and clinical data from two medical institutions(Gansu Provincial Hospital from January 2018 to February 2023,Zhangye People's Hospital Affiliated to Hexi College from April 2020 to February 2023).The 155 patients from Gansu Provincial Hospital were randomly divided into a training set(n=109;80 cases with positive needle count≥6 and 29 cases with positive needle count<6)and an internal validation set(n=46;34 cases with positive needle count≥6 and 12 cases with positive needle count<6)in a 7:3 ratio.The 43 patients from Zhangye People's Hospital Affiliated to Hexi College were used as external validation set.Small field of view high-resolution T2-weighted imaging(sFOV HR-T2WI)and contrast-enhanced delayed-phase images were selected to extract radiomic features from the three-dimensional region of interest of the entire prostate,and radiomics model was constructed and Radscores calculated after dimensionality reduction and feature selection.Univariate and multivariate logistic regressions were used to screen for independent risk factors for positive cores in systematic biopsy.Nomogram was constructed using Radscore and clinical independent risk factors to predict the number of positive cores in systematic biopsy in PCa patients,which was then externally validated.Results Age,alkaline phosphatase(ALP),free prostate specific antigen(FPSA),total prostate specific antigen(TPSA),FPSA/TPSA ratio,and prostate specific antigen density(PSAD)were not statistically significantly different between the training,internal validation,and external validation sets(P>0.05).FPSA,TPSA,FPSA/TPSA ratio,and PSAD were significantly different between the positive cores<6 and positive cores≥6 groups(P<0.001).Univariate logistic regression analysis showed that FPSA(P<0.001),TPSA(P<0.001),FPSA/TPSA ratio(P=0.001),PSAD(P<0.001),and Radscore(P<0.001)were risk factors for positive cores in systematic biopsy in PCa.Multivariate logistic regression analysis showed that PSAD(OR=0.251,95%CI 0.063-0.996,P=0.049)and Radscore(OR=1.990,95%CI 1.409-2.812,P<0.001)were independent risk factors for positive cores in systematic biopsy in PCa.The clinical models achieved AUCs of 0.849(95%CI 0.774-0.924),0.817(95%CI 0.693-0.941),and 0.631(95%CI 0.439-0.822);the 12 features for radiomics models are derived solely from sFOV HR-T2WI,the radiomics models achieved AUCs of 0.868(95%CI 0.791-0.945),0.846(95%CI 0.695-0.996),and 0.815(95%CI 0.660-0.970);the nomogram achieved AUCs of 0.921(95%CI 0.869-0.973),0.868(95%CI 0.743-0.992),and 0.840(95%CI 0.702-0.978)in the training set,internal validation set,and external validation set,respectively.Conclusions The combination of radiomic features extracted from sFOV HR-T2WI and PSAD can preoperatively be used as a noninvasive manner to predict the number of positive cores of the PCa patients.This approach has a certain value in risk stratification of PCa patients and guiding personalized clinical management.
3.The efficacy of radiotherapy based combined therapy for unresectable locally invasive bladder cancer and its associated factors analysis.
Si Jin ZHONG ; Jun Jun GAO ; Ping TANG ; Yue Ping LIU ; Shu Lian WANG ; Hui FANG ; Jing Ping QIU ; Yong Wen SONG ; Bo CHEN ; Shu Nan QI ; Yuan TANG ; Ning Ning LU ; Hao JING ; Yi Rui ZHAI ; Ai Ping ZHOU ; Xin Gang BI ; Jian Hui MA ; Chang Ling LI ; Yong ZHANG ; Jian Zhong SHOU ; Nian Zeng XING ; Ye Xiong LI
Chinese Journal of Oncology 2023;45(2):175-181
Objective: Retrospective analysis of the efficacy and influencing factors of bladder preservation integrated therapy for unresectable invasive bladder cancer confined to the pelvis was done, also including the bladder function preservation and adverse effects analysis. Methods: Sixty-nine patients with unresectable locally invasive bladder cancer who received radiotherapy-based combination therapy from March 1999 to December 2021 at our hospital were selected. Among them, 42 patients received concurrent chemoradiotherapy, 32 underwent neoadjuvant chemotherapyand 43 with transurethral resection of bladder tumors (TURBT) prior to radiotherapy. The late adverse effect of radiotherapy, preservation of bladder function, replase and metastasis and survival were followed-up. Cox proportional hazards models were applied for the multifactorial analysis. Results: The median age was 69 years. There were 63 cases (91.3%) of uroepithelial carcinoma, 64 of stage Ⅲ and 4 of stage Ⅳ. The median duration of follow-up was 76 months. There were 7 grade 2 late genito urinary toxicities, 2 grade 2 gastrointestinal toxicities, no grade 3 or higher adverse events occurred. All patients maintained normal bladder function, except for 8 cases who lost bladder function due to uncontrolled tumor in the bladder. Seventeen cases recurred locally. There were 11 cases in the concurrent chemoradiotherapy group with a local recurrence rate of 26.2% (11/42) and 6 cases in the non-concurrent chemoradiotherapy group with a local recurrence rate of 22.2% (6/27), and the difference in local recurrence rate between the two groups was not statistically significant (P=0.709). There were 23 cases of distant metastasis (including 2 cases of local recurrence with distant metastasis), including 10 cases in the concurrent chemoradiotherapy group with a distant metastasis rate of 23.8% (10/42) and 13 cases in the non-concurrent chemoradiotherapy group with a distant metastasis rate of 48.1% (13/27), and the distant metastasis rate in the non-concurrent chemoradiotherapy group was higher than that in the concurrent chemoradiotherapy group (P=0.036). The median 5-year overall survival (OS) time was 59 months and the OS rate was 47.8%. The 5-year progression-free survival (PFS) time was 20 months and the PFS rate was 34.4%. The 5-year OS rates of concurrent and non-concurrent chemoradiotherapy group were 62.9% and 27.6% (P<0.001), and 5-year PFS rates were 45.4% and 20.0%, respectively (P=0.022). The 5-year OS rates of with or without neoadjuvant chemotherapy were 78.4% and 30.1% (P=0.002), and the 5-year PFS rates were 49.1% and 25.1% (P=0.087), respectively. The 5-year OS rates with or without TURBT before radiotherapy were 45.5% and 51.9% (P=0.233) and the 5-year PFS rates were 30.8% and 39.9% (P=0.198), respectively. Multivariate Cox regression analysis results showed that the clinical stage (HR=0.422, 95% CI: 0.205-0.869) was independent prognostic factor for PFS of invasive bladder cancer. The multivariate analysis showed that clinical stages (HR=0.278, 95% CI: 0.114-0.678), concurrent chemoradiotherapy (HR=0.391, 95% CI: 0.165-0.930), neoadjuvant chemotherapy (HR=0.188, 95% CI: 0.058-0.611), and recurrences (HR=10.855, 95% CI: 3.655-32.638) were independent prognostic factors for OS of invasive bladder cancer. Conclusion: Unresectable localized invasive bladder cancer can achieve satisfactory long-term outcomes with bladder-preserving combination therapy based on radiotherapy, most patients can retain normal bladder function with acceptable late adverse effects and improved survival particularly evident in patients with early, concurrent chemoradiotherapy and neoadjuvant chemotherapy.
Humans
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Aged
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Treatment Outcome
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Retrospective Studies
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Combined Modality Therapy
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Chemoradiotherapy/methods*
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Urinary Bladder Neoplasms/radiotherapy*
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Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Neoplasm Staging
4.The comparison of survival between active surveillance or watchful waiting and focal laser ablation in patients with low-risk prostate cancer.
Jia-Kun LI ; Chi-Chen ZHANG ; Shi QIU ; Kun JIN ; Bo-Yu CAI ; Qi-Ming YUAN ; Xing-Yu XIONG ; Lian-Sha TANG ; Di JIN ; Xiang-Hong ZHOU ; Yi-Ge BAO ; Lu YANG ; Qiang WEI
Asian Journal of Andrology 2022;24(5):494-499
Prostate cancer (PCa) is the second-most common cancer among men. Both active surveillance or watchful waiting (AS/WW) and focal laser ablation (FLA) can avoid the complications caused by radical treatment. How to make the choice between these options in clinical practice needs further study. Therefore, this study aims to compare and analyze their effects based on overall survival (OS) and cancer-specific survival (CSS) to obtain better long-term benefits. We included patients with low-risk PCa from the Surveillance Epidemiology and End Results database of 2010-2016. Multivariate Cox proportional hazard analyses were conducted for OS and CSS in the two groups. To eliminate bias, this study applied a series of sensitivity analyses. Moreover, Kaplan-Meier curves were plotted to obtain survival status. A total of 18 841 patients with low-risk PCa were included, with a median of 36-month follow-up. According to the multivariate Cox proportional hazard regression, the FLA group presented inferior survival benefits in OS than the AS/WW group (hazard ratio [HR]: 2.13, 95% confidence interval [CI]: 1.37-3.33, P < 0.05). After adjusting for confounders, the result persisted (HR: 1.69, 95% CI: 1.02-2.81, P < 0.05). According to the results of the sensitivity analysis, the inverse probability of the treatment weighing model indicated the same result in OS. In conclusion, AS/WW and FLA have the advantage of fewer side effects and the benefit of avoiding overtreatment compared with standard treatment. Our study suggested that AS/WW provides more survival benefits for patients with low-risk PCa. More relevant researches and data will be needed for further clarity.
Humans
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Laser Therapy
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Male
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Proportional Hazards Models
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Prostatectomy
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Prostatic Neoplasms
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Risk
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Watchful Waiting
5.Changes of cardiac function, RAGE expression and calcium dysregula-tion in type 2 diabetic rats
Fei-Hong LIAN ; Fang RAO ; Su-Juan KUANG ; Xiao-Yan CHEN ; Hui YANG ; Fei-Long WU ; Meng-Zhen ZHANG ; Li-Ping MAI ; Qiu-Xiong LIN ; Zhi-Xin SHAN ; Min YANG ; Chun-Yu DENG
Chinese Journal of Pathophysiology 2018;34(3):488-493
AIM:To investigate the changes of cardiac structure and function in rats with type 2 diabetic melli-tus(T2DM),and to explore the mechanisms underlying diabetic cardiomyopathy.METHODS:The cardiac structure and function were measured by echocardiography in Zucker diabetic fatty(ZDF)rats and their control Zucker lean(ZL)rats. The size of the cardiomyocytes was determined by wheat germ agglutinin staining.The protein expression of atrial natriuretic peptide(ANP),β-myosin heavy chain(β-MHC), receptor for advanced glycation end products(RAGE), L-type cal-cium channel α1C subunit(CaV1.2)and Orai1 was assessed by Western blot.RESULTS:Compared with the ZL control rats,the thickness of left ventricular wall,ejection fraction(EF),fractional shortening(FS)and the sizes of cardiomyo-cytes were significantly increased,and diastolic function was decreased in the ZDF rats(P<0.05).The protein expression of β-MHC, ANP, RAGE and Orai1 was increased, while the expression of Ca V1.2 was decreased in ZDF rats(P <0.05).CONCLUSION:T2DM rats show the prominent features including cardiomyocyte hypertrophy,ventricular hyper-trophy and compensatory enhancement of cardiac function, and the Ca2+handling and increase in RAGE expression may play important roles in the processes.
6.Clinical value of MR diffusion weighted imaging in prediction of pathological complete response of rectal cancer after neoadjuvant therapy.
Wu-teng CAO ; Zhi-yang ZHOU ; Yan-hong DENG ; Liang KANG ; Yan-bang LIAN ; Jian-ping QIU ; Jia-ying GONG ; Fei XIONG ; Wen-ru LI ; Pan ZHU
Chinese Journal of Gastrointestinal Surgery 2013;16(12):1164-1168
OBJECTIVETo evaluate the application value of magnetic resonance diffusion-weighted imaging (DWI) combined with routine T2WI sequence in the determination of pathological complete response (pCR) after neoadjuvant therapy for rectal cancer.
METHODSClinical data of 51 cases with locally advanced mid-low rectal cancer undergoing neoadjuvant therapy plus radical resection in the Rectal Cancer Center at The Sixth Affiliated Hospital of Sun Yat-sen University from June 2012 to April 2013 were analyzed retrospectively. Magnetic resonance DWI and T2WI sequences scanning were performed within 1 week before neoadjuvant therapy and within 1 week before operation. Routine single T2WI sequence and DWI combined with T2WI sequence were used separately to predict the residual tumor and to compare with postoperative pathological examination. The prediction values of two methods were compared.
RESULTSOf 51 patients, 12 cases had pathological complete response (pCR). Prediction of DWI combined T2WI sequence was correct in 8 cases of pCR, whose sensitivity and specificity were higher than those of routine single T2WI sequence (66.7%, 94.9% vs. 33.3%, 84.6%). Prediction value of DWI combined T2WI sequence for pCR was significantly higher as compared to routine single T2WI sequence (AUC, 0.808 vs. 0.590, P=0.001).
CONCLUSIONCompared with the routine single T2WI sequence, DWI combined with T2WI sequence can improve the prediction accuracy of pathological complete response.
Adult ; Aged ; Aged, 80 and over ; Diffusion Magnetic Resonance Imaging ; Female ; Humans ; Male ; Middle Aged ; Neoadjuvant Therapy ; Predictive Value of Tests ; Rectal Neoplasms ; pathology ; therapy ; Retrospective Studies ; Sensitivity and Specificity
7.Dynamic gadoteridol-enhanced MR imaging in the end of growing long bone of piglets.
Xiao-ming LI ; Wei XIONG ; Dao-yu HU ; Cheng YU ; Wen-jia PENG ; Jun-wu HU ; Ding-yi FENG ; Xue-mei HU ; Hong-lian LI ; Li QIU ; Feng LI
Chinese Medical Journal 2008;121(19):1932-1938
BACKGROUNDIt is of value to identify the non-invasive means that can accurately reflect the blood supply of epiphysis and is more sensitive in detection of early ischemia of epiphysis than the conventional gadoteridol (Gd)-enhanced SE T1WI. The aim of this study was to evaluate the blood supply of various anatomic regions at the end of normal growing long bone using dynamic Gd-enhanced MR imaging and compare the sensitivities between dynamic Gd-enhanced MR imaging and conventional Gd-enhanced SE T1WI in the detection of decreased blood perfusion of early epiphyseal ischemia.
METHODSTwenty-seven two-week-old piglets were used in this study. For the study of the end of normal growing long bone, unilateral MR imaging of the distal femur and proximal tibia was performed on eleven piglets. The comparison was made among various anatomic regions (physeal and epiphyseal cartilage, metaphyseal spongiosa, the secondary ossification center and metaphysis) using MRI in terms of the enhancement ratio and speed. Their relationships with the histological findings, including RBC/mm(2) and vessel distribution, were evaluated. To examine ischemic femoral head, 16 piglets were divided into two groups, with the control group having 8 piglets (involving 16 normal hips) and an ischemic group having 8 piglets (involving 16 hips with hyperabduction). In the ischemic group, MR imaging was performed on the hips in the hyperabduction immobilized persistently for 30 minutes. After MRI, the piglets were allowed to ambulate freely for 1 day and the same MR scanning was then repeated in a neutral position. The difference in enhancement ratio and speed of the femoral head between the control and ischemic group were evaluated.
RESULTSWith regard to the end of normal growing long bone, the enhancement ratio of the metaphyseal spongiosa was greatest among all the anatomic regions (P < 0.001). The enhancement ratio of physeal cartilage was greater than that of epiphyseal cartilage (P < 0. 001), which was the lowest in all tissues (P < 0.001). The enhancement speed of the spongiosa was greater than that of physis but the difference was not significant (P > 0.05). The enhancement speed of physis was greater than that of epiphyseal cartilage (P < 0.05), which was the lowest among all the tissues (P < 0.05). The enhancement ratio and speed were found to be related to the histological findings, including RBC/mm(2) (R > 0.75) and distribution of vessels in the tissues. With ischemic femoral head, the enhancement ratios of physis, anterior part and posterior part of capital femoral epiphysis were significantly lower (P < 0.05) and enhanced more slowly (P < 0.05) than those of normal femoral head on dynamic Gd-enhanced MR imaging. On conventional Gd-enhanced SE T1WI, however, no apparent decrease in enhancement ratio and speed in ischemic hips was found (P < 0.05), when they were compared with those in the normal hips.
CONCLUSIONSDynamic gadoteridol-enhanced MR imaging can reveal the blood supply in various anatomic regions of the end of normal growing long bone. It is more sensitive than conventional Gd-enhanced SE T1WI in the detection of early epiphyseal ischemia.
Animals ; Contrast Media ; pharmacology ; Epiphyses ; blood supply ; Femur ; blood supply ; Gadolinium ; Heterocyclic Compounds ; pharmacology ; Image Enhancement ; Magnetic Resonance Imaging ; methods ; Organometallic Compounds ; pharmacology ; Swine
8.Survey on the epidemic characteristics of suicidal tendency among middle-school students in cities.
Guang-lian XIONG ; Jing WU ; Qiu-ying SHEN ; Shao-xiong MO ; Dao-wei YANG ; Qiu-yun ZHANG ; Pian ZHANG
Chinese Journal of Epidemiology 2007;28(2):127-130
OBJECTIVETo identify the epidemical characteristics of suicidal tendency among middle-school students in cities of China and to explore the main factors leading to suicidal tendency in adolescents.
METHODSMulti-stage cluster sampling method was used to select 9015 students in grades 1, 2, 3 and 4 respectively from 25 general middle schools in Beijing, Hangzhou, Wuhan and Urumqi of China in June 2006 and field investigation was carried out through "China Global School-based Student Health Survey (GSHS) Questionnaire".
RESULTSAmong the students in the four cities, the incidence rates of suicidal ideation were from 14.4% to 20.8% with an average of 17.4%. The incidence rates of suicidal plan were from 6.8% to 9.7% with an average of 8.2% and were different among cities. 15.0% of the boys had suicidal ideation and 6.7% of them made a suicidal plan comparing to 19.7% of girls having had suicidal ideation and 9.5% of them made a suicidal plan. The two kinds of suicidal tendency in girls were all higher than those in boys. City, age, gender, grade, days and type of being bullied, depression, close friends and having received health education on coping with stresses were factors influencing suicidal tendency of students. Days of being bullied and suicidal tendency showed a dose-response relation.
CONCLUSIONSuicidal tendency seemed common in middle-school students. Training on 'coping the issue' should be strengthened and harmonious environment should be improved in middle-schools.
Adolescent ; China ; epidemiology ; Data Collection ; Female ; Humans ; Incidence ; Male ; Students ; psychology ; Suicide ; psychology ; statistics & numerical data ; Urban Population
9.Therapeutic effect of sirolimus against chronic allograft nephropathy in kidney transplant recipients.
Chang-xi WANG ; Si-yang CHEN ; Li-zhong CHEN ; Long-shan LIU ; Ji-guang FEI ; Su-xiong DENG ; Jiang QIU ; Jun LI ; Ke-li ZHENG ; Pei-gen WU ; Yu-lian JI ; Lan-ying ZHU
Journal of Southern Medical University 2007;27(12):1924-1926
OBJECTIVETo investigate the efficacy and safety of sirolimus in management of chronic allograft nephropathy (CAN).
METHODSA retrospective study was conducted involving 31 CAN patients followed up since March 2002, who experienced a change from a calcineurin inhibitor (CNI)-based regimen to a SRL-based regimen. Serum creatinine (Cr) in these patients was compared before and after the regimen change, and the adverse events associated with SRL were analyzed.
RESULTSTill March 2007 when the study closed, 15 patients reached the primary endpoint for resuming dialysis, 8 had improved and 8 had stable renal function. In patients with high Cr(0)(> or =3 mg/L, n=12), 9 resumed dialysis and 2 had improved renal function, but one of the patients with renal improvement eventually died due to infection; in the patients with low Cr(0)(<3 mg/L, n=19), 5 resumed dialysis, 8 had stable renal function and 6 had improved renal function, showing significant difference between the 2 groups (P=0.003). Altogether 14 patients reached the secondary endpoint for ceasing SRL for severe infection (5 patients, of whom 4 resumed dialysis and 1 died of infection) or adverse events associated with SRL (9 patients, of whom 4 resumed dialysis, 2 had stable and 3 had improved renal function). Hyperlipidemia (51.6%), leukocytopenia (41.9%), mouth ulcer (29.0%) and liver function lesion (16.1%) were the commonest adverse events in these patients, and totalling 13 severe adverse events were recorded, including 2 fatal cerebral hemorrhage, 3 fatal infection episodes, and 8 pulmonary and urinary infections that require hospitalization.
CONCLUSIONConversion from a CNI-based to SRL-based regimen can be effective for some CAN cases, especially for those with Cr(0) below 3 mg/L. Attention must be given to adverse events like hyperlipidemia and leukocytopenia, as well as the related cerebral vascular accidents and infections.
Adult ; Aged ; Chronic Disease ; Creatinine ; blood ; Female ; Humans ; Immunosuppressive Agents ; adverse effects ; therapeutic use ; Kidney Function Tests ; Kidney Transplantation ; pathology ; Male ; Middle Aged ; Retrospective Studies ; Sirolimus ; adverse effects ; therapeutic use ; Transplantation, Homologous ; Treatment Outcome ; Young Adult
10.Clinical diagnosis of BK virus infection in renal transplant recipients.
Gang HUANG ; Li-Zhong CHEN ; Chang-Xi WANG ; Ji-Guang FEI ; Jiang QIU ; Jun LI ; Su-Xiong DENG ; Guo-Dong CHEN ; Wen-Tao ZENG ; Qian FU ; Yu-Lian JI
Journal of Southern Medical University 2007;27(10):1593-1596
OBJECTIVETo explore the clinical diagnosis of BK virus (BKV) infection in renal transplant recipients.
METHODSUrine and peripheral blood samples were taken from 234 renal transplant recipients for BKV detection with cytological test and real-time PCR.
RESULTSThe occurrence rate of urine decoy cells, BKV viruria and viremia in these patients was 33.3 %, 33.3% and 16.2%, respectively, and the median level of urine decoy cells was 6/10 HPF, with the median level of urine and peripheral blood BKV of 7.62 x 10(3) copy/ml and 7.61 x 10(3) copy/ml, respectively. The positivity rate of BKV in the urine samples were significantly higher than that in peripheral blood samples (P=0.000). The amount of decoy cells was related to BKV load in the urine samples (gamma=0.59, P=0.000), but the BKV load in the urine samples was not related to that in peripheral blood samples (P=0.14).
CONCLUSIONRenal transplantation is associated with increased BKV shedding, indicating the necessity of BKV monitoring in renal transplant recipients with urine cytology, which is convenient and sensitive and indicates renal histological changes indirectly. Urine and peripheral blood BKV DNA detection is of value in identifying BKV activation to prevent irreversible graft damage of BKV-associated nephropathy.
Adolescent ; Adult ; Aged ; BK Virus ; genetics ; isolation & purification ; physiology ; Child ; Child, Preschool ; Female ; Humans ; Kidney Transplantation ; adverse effects ; Male ; Middle Aged ; Polyomavirus Infections ; diagnosis ; virology ; Young Adult

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