1.Prediction of Kidney Graft Rejection Using Artificial Neural Network.
Leili TAPAK ; Omid HAMIDI ; Payam AMINI ; Jalal POOROLAJAL
Healthcare Informatics Research 2017;23(4):277-284
OBJECTIVES: Kidney transplantation is the best renal replacement therapy for patients with end-stage renal disease. Several studies have attempted to identify predisposing factors of graft rejection; however, the results have been inconsistent. We aimed to identify prognostic factors associated with kidney transplant rejection using the artificial neural network (ANN) approach and to compare the results with those obtained by logistic regression (LR). METHODS: The study used information regarding 378 patients who had undergone kidney transplantation from a retrospective study conducted in Hamadan, Western Iran, from 1994 to 2011. ANN was used to identify potential important risk factors for chronic nonreversible graft rejection. RESULTS: Recipients' age, creatinine level, cold ischemic time, and hemoglobin level at discharge were identified as the most important prognostic factors by ANN. The ANN model showed higher total accuracy (0.75 vs. 0.55 for LR), and the area under the ROC curve (0.88 vs. 0.75 for LR) was better than that obtained with LR. CONCLUSIONS: The results of this study indicate that the ANN model outperformed LR in the prediction of kidney transplantation failure. Therefore, this approach is a promising classifier for predicting graft failure to improve patients' survival and quality of life, and it should be further investigated for the prediction of other clinical outcomes.
Causality
;
Cold Ischemia
;
Creatinine
;
Data Mining
;
Graft Rejection*
;
Humans
;
Iran
;
Kidney Failure, Chronic
;
Kidney Transplantation
;
Kidney*
;
Logistic Models
;
Quality of Life
;
Renal Replacement Therapy
;
Retrospective Studies
;
Risk Factors
;
ROC Curve
;
Transplants*
2.Immunosuppression status of liver transplant recipients with hepatitis C affects biopsy-proven acute rejection.
Jong Man KIM ; Kwang Woong LEE ; Gi Won SONG ; Bo Hyun JUNG ; Hae Won LEE ; Nam Joon YI ; ChoonHyuck David KWON ; Shin HWANG ; Kyung Suk SUH ; Jae Won JOH ; Suk Koo LEE ; Sung Gyu LEE
Clinical and Molecular Hepatology 2016;22(3):366-371
BACKGROUND/AIMS: The relationship between patient survival and biopsy-proven acute rejection (BPAR) in liver transplant recipients with hepatitis C remains unclear. The aims of this study were to compare the characteristics of patients with and without BPAR and to identify risk factors for BPAR. METHODS: We retrospectively reviewed the records of 169 HCV-RNA-positive patients who underwent LT at three centers. RESULTS: BPAR occurred in 39 (23.1%) of the HCV-RNA-positive recipients after LT. The 1-, 3-, and 5-year survival rates were 92.1%, 90.3%, and 88.5%, respectively, in patients without BPAR, and 75.7%, 63.4%, and 58.9% in patients with BPAR (P<0.001). Multivariate analyses showed that BPAR was associated with the non-use of basiliximab and tacrolimus and the use of cyclosporin in LT recipients with HCV RNA-positive. CONCLUSION: The results of the present study suggest that the immunosuppression status of HCV-RNA-positive LT recipients should be carefully determined in order to prevent BPAR and to improve patient survival.
Antibodies, Monoclonal/therapeutic use
;
Biopsy
;
Cyclosporine/therapeutic use
;
Drug Therapy, Combination
;
Genotype
;
Graft Rejection/mortality/*prevention & control
;
Hepacivirus/genetics/isolation & purification
;
Hepatitis C/drug therapy/*virology
;
Humans
;
Immunosuppressive Agents/*therapeutic use
;
*Liver Transplantation/adverse effects
;
Polymerase Chain Reaction
;
RNA, Viral/blood
;
Recombinant Fusion Proteins/therapeutic use
;
Recurrence
;
Retrospective Studies
;
Survival Rate
;
Tacrolimus/therapeutic use
3.The Effect of Bortezomib on Antibody-Mediated Rejection after Kidney Transplantation.
Juhan LEE ; Beom Seok KIM ; Yongjung PARK ; Jae Geun LEE ; Beom Jin LIM ; Hyeon Joo JEONG ; Yu Seun KIM ; Kyu Ha HUH
Yonsei Medical Journal 2015;56(6):1638-1642
PURPOSE: Recently, bortezomib has been used to treat antibody-mediated rejection (AMR) refractory to conventional treatment such as plasmapheresis, intravenous immunoglobulin, and rituximab. The authors aimed to describe their experiences when bortezomib was used to treat refractory AMR. MATERIALS AND METHODS: Eleven refractory AMR episodes treated with bortezomib were included in this study. The patients received one or two cycles of bortezomib (1.3 mg/m2) on days 1, 4, 8, and 11. RESULTS: Bortezomib effectively reduced antibodies against various targets, including human leukocyte antigen (HLA) class I and II, ABO blood group antigen, and angiotensin II type 1 receptor. Antibodies were depleted or reduced significantly in eight AMR episodes. Overall, there was a significant improvement in the mean estimated glomerular filtration rate (eGFR) at 3 months after therapy (36.91+/-22.15 mL/min/1.73 m2) versus eGFR at time of AMR diagnosis (17.00+/-9.25 mL/min/1.73 m2; p=0.007). All six early-onset AMR episodes (within 6 months post-transplantation) showed full recovery of allograft function. Additionally, three of the five late-onset AMR episodes (>6 months post-transplantation) showed improved allograft function. CONCLUSION: Anti-humoral treatment based on bortezomib might be an effective strategy against refractory AMR caused by various types of antibodies. Notably, this treatment could be more effective in early-onset AMR than in late-onset AMR.
Adolescent
;
Adult
;
Antibodies, Monoclonal/therapeutic use
;
Antineoplastic Agents/*therapeutic use
;
Boronic Acids/therapeutic use
;
Bortezomib/*therapeutic use
;
Female
;
Graft Rejection/*drug therapy/*prevention & control
;
Humans
;
Immunoglobulins, Intravenous/therapeutic use
;
Immunologic Factors/therapeutic use
;
Isoantibodies
;
Kidney Failure, Chronic/*surgery
;
*Kidney Transplantation
;
Male
;
Middle Aged
;
Plasmapheresis
;
Pyrazines/administration & dosage
;
Transplantation, Homologous
4.The diagnosis and treatment of late acute rejection after adult orthotopic liver transplantation.
Xiaochun HUANG ; Yinghua CHEN ; Yi MA ; Bing LIAO ; Xiaofeng ZHU ; Xiaoshun HE
Chinese Journal of Surgery 2015;53(3):179-184
OBJECTIVETo explore the diagnosis, treatment and long-term outcome of late acute rejection (LAR) following adult orthotropic liver transplantation (OLT).
METHODSA total of 398 consecutive adult patients who underwent OLT in Organ Transplant Center, the First Affiliated Hospital, Sun Yat-sen University between January 2007 and December 2012 were reviewed retrospectively. There were 48 patients (12. 1%) developed to LAR, including 43 male patients and 5 female patients, with an average age of (52 ± 13) years(18 - 70 years). The mean body mass index was (22.1 ± 4. 5) kg/m2 (15. 4 - 30. 4 kg/m2). The indications of the liver transplantation recipients included 16 cases of end-staged liver cirrhosis after hepatitis B or C(33. 3%), 14 cases with severe hepatitis (29. 2%), 9 cases of primary liver cancer(18. 5%), 5 cases of alcoholic liver cirrhosis (10. 4%), 1 case with autoimmune liver disease (2. 1%) , the other 3 cases (6. 3%). They were followed up by outpatient service, telephone and other means. Survival curves were generated with the Kaplan-Meier method and Cox proportional hazards modeling was used for predictors of mortality. Statistically significant variables found by single factor regression analysis were put into the Cox proportional hazards regression model of multivariate analysis.
RESULTSThe time-to-event was 23. 6 months after OLT which were more common in the first year to the third year post-transplant (26/48,52. 4%). Thirty-five cases were assessed as mild, 11 cases were assessed as moderate, and 2 cases were assessed as severe ,based on the Banff schema. After adjustment to the immunosuppressive regimen, the overall recovery rate reached to 81. 3%. The rate of steroid-resistant acute rejection was 11. 8% (4/34). Inadequate immunosuppression and steroid pulsation were two independent risk factors affecting the prognosis of LAR (P = 0. 008, P = 0. 003, respectively).
CONCLUSIONSLAR is an uncommon complication after OLT. Inadequate immunosuppression and steroid pulsation are the major risk factors for prognosis of LAR. Improving patient compliance and strengthening blood concentration surveillance can increase the patient survival.
Acute Disease ; Adolescent ; Adult ; Aged ; Female ; Graft Rejection ; diagnosis ; mortality ; therapy ; Hepatitis B ; Humans ; Immunosuppression ; Liver Cirrhosis ; Liver Neoplasms ; Liver Transplantation ; mortality ; Male ; Middle Aged ; Multivariate Analysis ; Prognosis ; Proportional Hazards Models ; Retrospective Studies ; Risk Factors ; Steroids ; Young Adult
5.Immunologic and non-immunologic complications of a third kidney transplantation.
Hyun Seon KIM ; Jae Young KIM ; Eun Jin KANG ; Yoon Seok CHOI ; Ji Il KIM ; In Sung MOON ; Bum Soon CHOI ; Cheol Whee PARK ; Chul Woo YANG ; Yong Soo KIM ; Byung Ha CHUNG
The Korean Journal of Internal Medicine 2015;30(5):657-664
BACKGROUND/AIMS: Patients who undergo repeat kidney transplantations (KTs) are considered at high risk for experiencing immunologic and non-immunologic complications. In this study, we investigated the clinical outcomes, including medical and surgical complications, of patients who underwent a third KT at our center. METHODS: Between March 1969 and December 2012, a total of 2,110 KTs were performed at the Seoul St. Mary's Hospital. Of them, we examined 11 patients who underwent a third KT, and investigated the allograft outcomes and complication rates. RESULTS: The mean follow-up duration after KT was 72.4 ± 78.3 months. The mean age at KT was 38.2 ± 8.0 years, and seven patients (63.6%) were males. Nine patients (81.8%) underwent living-donor KT. A cross-match test yielded positive results in four of the nine patients, and all underwent pretransplant desensitization therapy. After KT, three patients (27.2%) showed delayed graft function. Acute rejection developed in four patients (36.4%), and surgical complications that required surgical correction occurred in three patients. Allograft failure developed due to acute rejection (n = 3) or chronic rejection (n = 1) in four patients. Allograft survival rates at 1, 5, and 10 years were 81.8%, 42.9%, and 42.9%, respectively; however, the allograft survival rate at 5 years was > 80% in patients who underwent KT only after results of the panel reactive antibody test became available. CONCLUSIONS: Thus, a third KT procedure may be acceptable, although aggressive pretransplant immune monitoring and patient selection may be required to reduce the risks of acute rejection and surgical complications.
Acute Disease
;
Adult
;
Allografts
;
Chronic Disease
;
Delayed Graft Function/diagnosis/*etiology/therapy
;
Female
;
Graft Rejection/diagnosis/*immunology/therapy
;
Graft Survival
;
*Histocompatibility
;
Humans
;
Immunosuppressive Agents/therapeutic use
;
Kidney Transplantation/*adverse effects
;
Male
;
Middle Aged
;
Patient Selection
;
Reoperation
;
Republic of Korea
;
Risk Assessment
;
Risk Factors
;
Time Factors
;
Treatment Outcome
6.Acupuncture-moxibustion for chronic allograft nephropathy: a randomized controlled trial.
Feng NIE ; Qianyun YANG ; Kaiwen DENG ; Xuyong SUN ; Jianhui DONG ; Zhuangjiang LI
Chinese Acupuncture & Moxibustion 2015;35(11):1110-1114
OBJECTIVETo observe the effects of acupuncture-moxibustion on chronic allograft nephropathy (CAN) and explore the methods of acupoint selection along meridian for transplanted-kidney-related diseases.
METHODSA total of 180 patients of CAN were randomized into a syndrome differentiation group, a spleen-meridian group, a kidney-meridian group and a control group, 45 cases in each one. A total of 33 cases dropped out before the end of the study, including 8 cases in the syndrome differentiation group, 12 cases in the spleen-meridian group, 13 cases in the kidney-meridian group and no case in the control group. Patients in the control group were treated with conventional western medicine; based on this, patients in other three groups were treated with acupuncture-moxibustion. In the syndrome differentiation group, Qihai (CV 6), Hegu (LI 4), Guanyuan (CV 4), Feishu (BL 13), Shenshu (BL 23), etc. were selected for qi deficiency of lung and kidney; Qihai (CV 6), Zusanli (ST 36), Sanyinjiao (SP 6), Taixi (KI 3), Yinlingquan (SP 9), etc. were selected for deficiency of qi and yin; Ganshu (BL 18), Shenshu (BL 23), Sanyinjiao (SP 6), Taixi (KI 3), Yinlingquan (SP 9), Ququan (LR 8), etc. were selected for yin deficiency of liver and kidney; Zhongji (CV 3), Guanyuan (CV 4), Mingmen (GV 4), Guanyuanshu (BL 26), etc. were selected for yang deficiency of spleen and kidney. In addition, Sanyinjiao (SP 6), Diji (SP 8), Yinlingquan (SP 9), Xuehai (SP 10), etc. were added in the spleen-meridian group; Taixi (KI 3), Zhaohai (KI 6), Fuliu (KI 7), Ciliao (BL 32), etc: were added in the kidney-meridian group. Serum creatinine (Scr), creatinine clearance (Ccr) and 24-hour urinary protein before and after the treatment were com- pared among the four groups.
RESULTSAfter treatment, 24-hour urinary protein in the acupuncture-moxibustion groups and control group were all reduced (all P < 0.05); compared before treatment, the Scr in the spleen-meridian group was significantly reduced (P < 0.05); the difference of Ccr before and after treatment was insignificant in all the groups (all P > 0.05). Compared with the control group, 24-hour urinary protein in spleen-meridian group could relieve or recover the damage of transplant kidney induced by CAN. A new interlink may be established between the transplanted kidneys and the spleen meridians, indicating that transplanted kidney-related diseases can be treated by selecting acupoints of spleen meridian.
Acupuncture Points ; Acupuncture Therapy ; Adult ; Aged ; Allografts ; physiopathology ; Female ; Graft Rejection ; Humans ; Kidney Transplantation ; adverse effects ; Male ; Meridians ; Middle Aged ; Moxibustion ; Renal Insufficiency, Chronic ; etiology ; therapy ; Transplantation, Homologous ; adverse effects
7.A 12-Month Single Arm Pilot Study to Evaluate the Efficacy and Safety of Sirolimus in Combination with Tacrolimus in Kidney Transplant Recipients at High Immunologic Risk.
Juhan LEE ; Jung Jun LEE ; Beom Seok KIM ; Jae Geun LEE ; Kyu Ha HUH ; Yongjung PARK ; Yu Seun KIM
Journal of Korean Medical Science 2015;30(6):682-687
The optimal immunosuppressive strategy for renal transplant recipients at high immunologic risk remains a topic of investigation. This prospective single arm pilot study was undertaken to evaluate the safety and efficacy of a combined tacrolimus and sirolimus regimen in recipients at immunological high risk and to compare outcomes with a contemporaneous control group received tacrolimus and mycophenolate mofetil. Patients that received a renal allograft between 2010 and 2011 at high risk (defined as panel reactive antibodies > 50%, 4 or more human leukocyte antigen mismatches, or retransplantation) were enrolled. All patients received basiliximab induction and corticosteroids. A total of 28 recipients treated with tacrolimus and sirolimus were enrolled in this study and 69 recipients were retrospectively reviewed as a control group. The sirolimus group showed a higher, but not statistically significant, incidence of biopsy proven acute rejection and a lower glomerular filtration rate than the control group. Furthermore, sirolimus group was associated with significant increases in BKV infection (P = 0.031), dyslipidemia (P = 0.004), and lymphocele (P = 0.020). The study was terminated prematurely due to a high incidence of adverse events. A de novo tacrolimus/sirolimus combination regimen may not be an ideal choice for recipients at high immunological risk.
Adult
;
Drug Therapy, Combination/methods
;
Female
;
Graft Rejection/diagnosis/*etiology/*prevention & control
;
Humans
;
Immunocompromised Host
;
Immunosuppressive Agents/administration & dosage/adverse effects
;
Kidney Transplantation/*adverse effects
;
Longitudinal Studies
;
Male
;
Middle Aged
;
Sirolimus/*administration & dosage/adverse effects
;
Survival Rate
;
Tacrolimus/*administration & dosage/adverse effects
;
Treatment Outcome
8.Risk factors in the progression of BK virus-associated nephropathy in renal transplant recipients.
Hae Min LEE ; In Ae JANG ; Dongjae LEE ; Eun Jin KANG ; Bum Soon CHOI ; Cheol Whee PARK ; Yeong Jin CHOI ; Chul Woo YANG ; Yong Soo KIM ; Byung Ha CHUNG
The Korean Journal of Internal Medicine 2015;30(6):865-872
BACKGROUND/AIMS: BK virus-associated nephropathy (BKVAN) is an important cause of allograft dysfunction in kidney transplant recipients. It has an unfavorable clinical course, and no definite treatment guidelines have yet been established. Here, we report our center's experience with biopsy-proven BKVAN and investigate factors associated with its progression. METHODS: From January 2004 to April 2013, 25 patients with BKVAN were diagnosed by biopsy at Seoul St. Mary's Hospital. Of the 25 patients, 10 were deceaseddonor transplant recipients and 15 were living-donor transplant recipients. Three of the patients underwent retransplantation. The primary immunosuppressant used was tacrolimus in 17 patients and cyclosporine in eight patients. RESULTS: BKVAN was observed at a mean duration of 22.8 ± 29.1 months after transplantation. The mean serum creatinine level at biopsy was 2.2 ± 0.7 mg/dL. BKVAN occurred with acute rejection in eight patients (28%). Immunosuppression modification was performed in 21 patients (84%). Additionally, leflunomide and intravenous immunoglobulin were administered to 13 patients (52%) and two (8%), respectively. Allograft loss occurred in five patients (27.8%) during the follow- up period at 0.7, 17.1, 21.8, 39.8, and 41.5 months after the BKVAN diagnosis. Advanced stages of BKVAN, increased creatinine levels, and accompanying acute rejection at the time of BKVAN diagnosis increased the risk of allograft failure. CONCLUSIONS: The clinical outcomes in patients with biopsy-proven BKVAN were unfavorable in the present study, especially in patients with advanced-stage BKVAN, poor renal function, and acute allograft rejection.
Adult
;
Allografts
;
Antiviral Agents/therapeutic use
;
BK Virus/*pathogenicity
;
Biomarkers/blood
;
Biopsy
;
Creatinine/blood
;
Disease Progression
;
Female
;
Graft Rejection/diagnosis/drug therapy/immunology/*virology
;
Graft Survival
;
Humans
;
Immunocompromised Host
;
Immunosuppressive Agents/adverse effects
;
Kaplan-Meier Estimate
;
Kidney Transplantation/*adverse effects
;
Male
;
Middle Aged
;
Opportunistic Infections/diagnosis/drug therapy/immunology/*virology
;
Polyomavirus Infections/diagnosis/drug therapy/immunology/*virology
;
Republic of Korea
;
Retrospective Studies
;
Risk Factors
;
Time Factors
;
Treatment Outcome
;
Tumor Virus Infections/diagnosis/drug therapy/immunology/*virology
9.Transient stopping immunosuppressive agents during the post-transplant pulmonary infection does not affect the long-term outcome of renal transplantation.
Bo YANG ; Xiang DING ; Jinliang XIE ; Cheng ZHOU ; Xiangrong ZHU
Journal of Central South University(Medical Sciences) 2015;40(4):380-386
OBJECTIVE:
To determine the effect of transient withdrawal of immunosuppressive agents during the treatment of pulmonary infection on long-term survival of patients and graft s.
METHODS:
A total of 104 patients with post-transplant pulmonary infection were enrolled in this study. These patients received renal transplantation in Center for Organ Transplantation, Xiangya Hospital, Central South University, during December 2005 and August 2014. Among them, 50 patients stopped immunosuppressive agents during the treatment of infection. These patients served as stopping drug (SD) group, whereas the remaining patients who served as a control group did not stop immunosuppressive drugs. The five-year cumulative patient survival, graft survival, and laboratory results were compared between the 2 groups.
RESULTS:
The five-year cumulative patient survival rates in the SD group were significantly lower than those in the control group [(69.8 ± 7.0)% vs (94.2 ± 3.2)%, P=0.001]. There was no significant difference in the allograft survival rates between the 2 groups [(81.7 ± 6.6)% vs (90.9 ± 4.3)%, P=0.113]. In patients who survived from pulmonary infection, there was no significant difference in long-term survival rates between the 2 groups (P=0.979).
CONCLUSION
Pulmonary infection impacts allograft survival after patients underwent renal transplantation. Transient stopping immunosuppressive agents during the treatment of infection is a safe and necessary treatment strategy for patients with serious post-transplant pulmonary infection.
Graft Rejection
;
Graft Survival
;
Humans
;
Immunosuppressive Agents
;
administration & dosage
;
Kidney Transplantation
;
Lung Diseases
;
therapy
;
Postoperative Complications
;
Survival Rate
;
Transplantation, Homologous
10.Safety of reduced dose of mycophenolate mofetil combined with tacrolimus in living-donor liver transplantation.
Hyeyoung KIM ; Nam Joon YI ; Juyeun LEE ; Joohyun KIM ; Mi Ra MOON ; Jaehong JEONG ; Jeong Moo LEE ; Tae Suk YOU ; Suk Won SUH ; Min Su PARK ; Youngrok CHOI ; Geun HONG ; Hae Won LEE ; Kwang Woong LEE ; Kyung Suk SUH
Clinical and Molecular Hepatology 2014;20(3):291-299
BACKGROUND/AIMS: The dose of mycophenolate mofetil (MMF) has been reduced in Asia due to side effects associated with the conventional fixed dose of 2-3 g/day. We aimed to determine the pharmacokinetics of a reduced dose of MMF and to validate its feasibility in combination with tacrolimus in living-donor liver transplantation (LDLT). METHODS: Two sequential studies were performed in adult LDLT between October 2009 and 2011. First, we performed a prospective pharmacokinetic study in 15 recipients. We measured the area under the curve from 0 to 12 hours (AUC0-12) for mycophenolic acid at postoperative days 7 and 14, and we performed a protocol biopsy before discharge. Second, among 215 recipients, we reviewed 74 patients who were initially administered a reduced dose of MMF (1.0 g/day) with tacrolimus (trough, 8-12 ng/mL during the first month, and 5-8 ng/mL thereafter), with a 1-year follow-up. We performed protocol biopsies at 2 weeks and 1 year post-LDLT. RESULTS: In the first part of study, AUC0-12 was less than 30 mgh/L in 93.3% of cases. In the second, validating study, 41.9% of the recipients needed dose reduction or cessation due to side effects within the first year after LDLT. At 12 months post-LDLT, 17.6% of the recipients were administered a lower dose of MMF (0.5 g/day), and 16.2% needed permanent cessation due to side effects. The 1- and 12-month rejection-free survival rates were 98.6% and 97.3%, respectively. CONCLUSIONS: A reduced dose of MMF was associated with low blood levels compared to the existing recommended therapeutic range. However, reducing the dose of MMF combined with a low level of tacrolimus was feasible clinically, with an excellent short-term outcome in LDLT.
Adult
;
Aged
;
Area Under Curve
;
Drug Therapy, Combination
;
Female
;
Follow-Up Studies
;
Gastrointestinal Diseases/etiology
;
Graft Rejection/prevention & control
;
Humans
;
Immunosuppressive Agents/blood/*pharmacokinetics
;
Leukopenia/etiology
;
Liver/pathology
;
Liver Failure/*therapy
;
*Liver Transplantation
;
Male
;
Middle Aged
;
Mycophenolic Acid/adverse effects/*analogs & derivatives/blood/pharmacokinetics
;
ROC Curve
;
Retrospective Studies
;
Tacrolimus/therapeutic use
;
Tissue Donors

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